warning: commands will be executed using /bin/sh
job 2540 at Fri Mar 28 23:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140324/YutaMouse20-140324/YutaMouse20-140324
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1884401 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 628133 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 33108 members 
Mstep: Class 3 contains 33164 members 
Mstep: Class 4 contains 32886 members 
Mstep: Class 5 contains 32932 members 
Mstep: Class 6 contains 33295 members 
Mstep: Class 7 contains 32865 members 
Mstep: Class 8 contains 33111 members 
Mstep: Class 9 contains 32944 members 
Mstep: Class 10 contains 33238 members 
Mstep: Class 11 contains 32986 members 
Mstep: Class 12 contains 32708 members 
Mstep: Class 13 contains 33118 members 
Mstep: Class 14 contains 33199 members 
Mstep: Class 15 contains 33281 members 
Mstep: Class 16 contains 32953 members 
Mstep: Class 17 contains 33047 members 
Mstep: Class 18 contains 33000 members 
Mstep: Class 19 contains 32913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 269.898590 but Gain 3310.925781
Score: -72743128.000000 Penalty: 59596.664062
Iteration 0F: 19 clusters Score -7.274313e+07 nChanged 592819
Entering Unmasked Mstep 
Mstep: Class 0 contains 3020 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9028 members 
Mstep: Class 3 contains 7823 members 
Mstep: Class 4 contains 14109 members 
Mstep: Class 5 contains 54872 members 
Mstep: Class 6 contains 32642 members 
Mstep: Class 7 contains 36850 members 
Mstep: Class 8 contains 37107 members 
Mstep: Class 9 contains 17795 members 
Mstep: Class 10 contains 38937 members 
Mstep: Class 11 contains 11414 members 
Mstep: Class 12 contains 5763 members 
Mstep: Class 13 contains 28831 members 
Mstep: Class 14 contains 106728 members 
Mstep: Class 15 contains 87051 members 
Mstep: Class 16 contains 76080 members 
Mstep: Class 18 contains 49167 members 
Mstep: Class 19 contains 3282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76109440.000000 Penalty: 59596.664062
Iteration 1F: 19 clusters Score -7.610944e+07 nChanged 268471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1110 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 5682 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 42669 members 
Mstep: Class 6 contains 36628 members 
Mstep: Class 7 contains 22601 members 
Mstep: Class 8 contains 26256 members 
Mstep: Class 9 contains 10887 members 
Mstep: Class 10 contains 19093 members 
Mstep: Class 11 contains 12210 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 21904 members 
Mstep: Class 14 contains 151929 members 
Mstep: Class 15 contains 117570 members 
Mstep: Class 16 contains 81046 members 
Mstep: Class 18 contains 30942 members 
Mstep: Class 19 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76893432.000000 Penalty: 59596.664062
Iteration 2F: 19 clusters Score -7.689343e+07 nChanged 174667
Entering Unmasked Mstep 
Mstep: Class 0 contains 616 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 11331 members 
Mstep: Class 3 contains 7920 members 
Mstep: Class 4 contains 29060 members 
Mstep: Class 5 contains 38907 members 
Mstep: Class 6 contains 43164 members 
Mstep: Class 7 contains 16032 members 
Mstep: Class 8 contains 22636 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 10920 members 
Mstep: Class 11 contains 23294 members 
Mstep: Class 12 contains 6054 members 
Mstep: Class 13 contains 15795 members 
Mstep: Class 14 contains 169597 members 
Mstep: Class 15 contains 125587 members 
Mstep: Class 16 contains 69881 members 
Mstep: Class 18 contains 18047 members 
Mstep: Class 19 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77231752.000000 Penalty: 59596.664062
Iteration 3F: 19 clusters Score -7.723175e+07 nChanged 121689
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 13320 members 
Mstep: Class 3 contains 10367 members 
Mstep: Class 4 contains 33632 members 
Mstep: Class 5 contains 37164 members 
Mstep: Class 6 contains 36455 members 
Mstep: Class 7 contains 12988 members 
Mstep: Class 8 contains 22936 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 6948 members 
Mstep: Class 11 contains 37698 members 
Mstep: Class 12 contains 6603 members 
Mstep: Class 13 contains 12837 members 
Mstep: Class 14 contains 182655 members 
Mstep: Class 15 contains 127508 members 
Mstep: Class 16 contains 58725 members 
Mstep: Class 18 contains 12439 members 
Mstep: Class 19 contains 4576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77427192.000000 Penalty: 59596.664062
Iteration 4F: 19 clusters Score -7.742719e+07 nChanged 90027
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 18163 members 
Mstep: Class 3 contains 12024 members 
Mstep: Class 4 contains 36131 members 
Mstep: Class 5 contains 35257 members 
Mstep: Class 6 contains 24584 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 23409 members 
Mstep: Class 9 contains 4302 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 48711 members 
Mstep: Class 12 contains 7425 members 
Mstep: Class 13 contains 11167 members 
Mstep: Class 14 contains 188517 members 
Mstep: Class 15 contains 131052 members 
Mstep: Class 16 contains 54053 members 
Mstep: Class 18 contains 9834 members 
Mstep: Class 19 contains 3562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77558144.000000 Penalty: 59596.664062
Iteration 5F: 19 clusters Score -7.755814e+07 nChanged 68170
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 24701 members 
Mstep: Class 3 contains 12734 members 
Mstep: Class 4 contains 37520 members 
Mstep: Class 5 contains 33512 members 
Mstep: Class 6 contains 13856 members 
Mstep: Class 7 contains 11213 members 
Mstep: Class 8 contains 23212 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 4173 members 
Mstep: Class 11 contains 55208 members 
Mstep: Class 12 contains 8131 members 
Mstep: Class 13 contains 9961 members 
Mstep: Class 14 contains 185653 members 
Mstep: Class 15 contains 136118 members 
Mstep: Class 16 contains 55770 members 
Mstep: Class 18 contains 8333 members 
Mstep: Class 19 contains 2543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77663368.000000 Penalty: 59596.664062
Iteration 6F: 19 clusters Score -7.766337e+07 nChanged 53557
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 31286 members 
Mstep: Class 3 contains 12533 members 
Mstep: Class 4 contains 38094 members 
Mstep: Class 5 contains 32003 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 12034 members 
Mstep: Class 8 contains 23058 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 59252 members 
Mstep: Class 12 contains 8686 members 
Mstep: Class 13 contains 9993 members 
Mstep: Class 14 contains 176430 members 
Mstep: Class 15 contains 139157 members 
Mstep: Class 16 contains 62258 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 19 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77743768.000000 Penalty: 59596.664062
Iteration 7F: 19 clusters Score -7.774377e+07 nChanged 43227
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 35060 members 
Mstep: Class 3 contains 11938 members 
Mstep: Class 4 contains 38116 members 
Mstep: Class 5 contains 30948 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 13708 members 
Mstep: Class 8 contains 22859 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 61844 members 
Mstep: Class 12 contains 9079 members 
Mstep: Class 13 contains 11497 members 
Mstep: Class 14 contains 164900 members 
Mstep: Class 15 contains 138335 members 
Mstep: Class 16 contains 71847 members 
Mstep: Class 18 contains 6236 members 
Mstep: Class 19 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77799472.000000 Penalty: 59596.664062
Iteration 8F: 19 clusters Score -7.779947e+07 nChanged 34008
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 35308 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 37915 members 
Mstep: Class 5 contains 30300 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 7 contains 15171 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 2158 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 63529 members 
Mstep: Class 12 contains 9347 members 
Mstep: Class 13 contains 13522 members 
Mstep: Class 14 contains 157253 members 
Mstep: Class 15 contains 133517 members 
Mstep: Class 16 contains 82198 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77832968.000000 Penalty: 59596.664062
Iteration 9F: 19 clusters Score -7.783297e+07 nChanged 26326
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 34074 members 
Mstep: Class 3 contains 10506 members 
Mstep: Class 4 contains 37802 members 
Mstep: Class 5 contains 29955 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 15736 members 
Mstep: Class 8 contains 21519 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 5251 members 
Mstep: Class 11 contains 64628 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 15602 members 
Mstep: Class 14 contains 154207 members 
Mstep: Class 15 contains 127384 members 
Mstep: Class 16 contains 91050 members 
Mstep: Class 18 contains 4738 members 
Mstep: Class 19 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77853024.000000 Penalty: 59596.664062
Iteration 10Q: 19 clusters Score -7.785302e+07 nChanged 20753
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32738 members 
Mstep: Class 3 contains 9746 members 
Mstep: Class 4 contains 37773 members 
Mstep: Class 5 contains 29701 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 15967 members 
Mstep: Class 8 contains 20307 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 5752 members 
Mstep: Class 11 contains 65354 members 
Mstep: Class 12 contains 9615 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 152951 members 
Mstep: Class 15 contains 121828 members 
Mstep: Class 16 contains 98139 members 
Mstep: Class 18 contains 4396 members 
Mstep: Class 19 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77868680.000000 Penalty: 59596.664062
Iteration 11Q: 19 clusters Score -7.786868e+07 nChanged 17067
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31486 members 
Mstep: Class 3 contains 9394 members 
Mstep: Class 4 contains 37798 members 
Mstep: Class 5 contains 29369 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 16093 members 
Mstep: Class 8 contains 18890 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 65772 members 
Mstep: Class 12 contains 9687 members 
Mstep: Class 13 contains 19354 members 
Mstep: Class 14 contains 152519 members 
Mstep: Class 15 contains 117144 members 
Mstep: Class 16 contains 103945 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77880976.000000 Penalty: 59596.664062
Iteration 12Q: 19 clusters Score -7.788098e+07 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 30328 members 
Mstep: Class 3 contains 9372 members 
Mstep: Class 4 contains 37850 members 
Mstep: Class 5 contains 28974 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 16174 members 
Mstep: Class 8 contains 17341 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 6300 members 
Mstep: Class 11 contains 65903 members 
Mstep: Class 12 contains 9691 members 
Mstep: Class 13 contains 20869 members 
Mstep: Class 14 contains 152533 members 
Mstep: Class 15 contains 113176 members 
Mstep: Class 16 contains 109079 members 
Mstep: Class 18 contains 4067 members 
Mstep: Class 19 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77890296.000000 Penalty: 59596.664062
Iteration 13Q: 19 clusters Score -7.78903e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29376 members 
Mstep: Class 3 contains 9448 members 
Mstep: Class 4 contains 37841 members 
Mstep: Class 5 contains 28583 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 16222 members 
Mstep: Class 8 contains 15935 members 
Mstep: Class 9 contains 2846 members 
Mstep: Class 10 contains 6433 members 
Mstep: Class 11 contains 65972 members 
Mstep: Class 12 contains 9706 members 
Mstep: Class 13 contains 22119 members 
Mstep: Class 14 contains 152624 members 
Mstep: Class 15 contains 109761 members 
Mstep: Class 16 contains 113671 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 2019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77897632.000000 Penalty: 59596.664062
Iteration 14Q: 19 clusters Score -7.789763e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28584 members 
Mstep: Class 3 contains 9503 members 
Mstep: Class 4 contains 37807 members 
Mstep: Class 5 contains 28233 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 65969 members 
Mstep: Class 12 contains 9727 members 
Mstep: Class 13 contains 23118 members 
Mstep: Class 14 contains 152833 members 
Mstep: Class 15 contains 106970 members 
Mstep: Class 16 contains 117705 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77903144.000000 Penalty: 59596.664062
Iteration 15Q: 19 clusters Score -7.790314e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27959 members 
Mstep: Class 3 contains 9590 members 
Mstep: Class 4 contains 37748 members 
Mstep: Class 5 contains 27950 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 13558 members 
Mstep: Class 9 contains 2531 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 65906 members 
Mstep: Class 12 contains 9740 members 
Mstep: Class 13 contains 23966 members 
Mstep: Class 14 contains 153150 members 
Mstep: Class 15 contains 104651 members 
Mstep: Class 16 contains 121063 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77907384.000000 Penalty: 59596.664062
Iteration 16Q: 19 clusters Score -7.790738e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 27402 members 
Mstep: Class 3 contains 9649 members 
Mstep: Class 4 contains 37711 members 
Mstep: Class 5 contains 27638 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 16278 members 
Mstep: Class 8 contains 12656 members 
Mstep: Class 9 contains 2269 members 
Mstep: Class 10 contains 6644 members 
Mstep: Class 11 contains 65832 members 
Mstep: Class 12 contains 9744 members 
Mstep: Class 13 contains 24786 members 
Mstep: Class 14 contains 153536 members 
Mstep: Class 15 contains 102757 members 
Mstep: Class 16 contains 123777 members 
Mstep: Class 18 contains 3812 members 
Mstep: Class 19 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77910056.000000 Penalty: 59596.664062
Iteration 17Q: 19 clusters Score -7.791006e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26936 members 
Mstep: Class 3 contains 9698 members 
Mstep: Class 4 contains 37689 members 
Mstep: Class 5 contains 27317 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 16295 members 
Mstep: Class 8 contains 11964 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 6688 members 
Mstep: Class 11 contains 65728 members 
Mstep: Class 12 contains 9751 members 
Mstep: Class 13 contains 25551 members 
Mstep: Class 14 contains 153855 members 
Mstep: Class 15 contains 101321 members 
Mstep: Class 16 contains 125830 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77911336.000000 Penalty: 59596.664062
Iteration 18Q: 19 clusters Score -7.791134e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26566 members 
Mstep: Class 3 contains 9747 members 
Mstep: Class 4 contains 37682 members 
Mstep: Class 5 contains 27026 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 16309 members 
Mstep: Class 8 contains 11394 members 
Mstep: Class 9 contains 1985 members 
Mstep: Class 10 contains 6728 members 
Mstep: Class 11 contains 65646 members 
Mstep: Class 12 contains 9755 members 
Mstep: Class 13 contains 26426 members 
Mstep: Class 14 contains 154130 members 
Mstep: Class 15 contains 99980 members 
Mstep: Class 16 contains 127355 members 
Mstep: Class 18 contains 3756 members 
Mstep: Class 19 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77912648.000000 Penalty: 59596.664062
Iteration 19Q: 19 clusters Score -7.791265e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 26261 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 37675 members 
Mstep: Class 5 contains 26817 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 16326 members 
Mstep: Class 8 contains 10973 members 
Mstep: Class 9 contains 1923 members 
Mstep: Class 10 contains 6759 members 
Mstep: Class 11 contains 65532 members 
Mstep: Class 12 contains 9758 members 
Mstep: Class 13 contains 27414 members 
Mstep: Class 14 contains 154394 members 
Mstep: Class 15 contains 98598 members 
Mstep: Class 16 contains 128530 members 
Mstep: Class 18 contains 3731 members 
Mstep: Class 19 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77914616.000000 Penalty: 59596.664062
Iteration 20F: 19 clusters Score -7.791462e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26027 members 
Mstep: Class 3 contains 9782 members 
Mstep: Class 4 contains 37660 members 
Mstep: Class 5 contains 26552 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 16330 members 
Mstep: Class 8 contains 10691 members 
Mstep: Class 9 contains 1912 members 
Mstep: Class 10 contains 6818 members 
Mstep: Class 11 contains 65404 members 
Mstep: Class 12 contains 9631 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 154659 members 
Mstep: Class 15 contains 97068 members 
Mstep: Class 16 contains 129495 members 
Mstep: Class 18 contains 3902 members 
Mstep: Class 19 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77917048.000000 Penalty: 59596.664062
Iteration 21Q: 19 clusters Score -7.791705e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 25901 members 
Mstep: Class 3 contains 9854 members 
Mstep: Class 4 contains 37560 members 
Mstep: Class 5 contains 26371 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 16339 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 1953 members 
Mstep: Class 10 contains 6867 members 
Mstep: Class 11 contains 65200 members 
Mstep: Class 12 contains 9505 members 
Mstep: Class 13 contains 29888 members 
Mstep: Class 14 contains 154887 members 
Mstep: Class 15 contains 95384 members 
Mstep: Class 16 contains 130341 members 
Mstep: Class 18 contains 4009 members 
Mstep: Class 19 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77919640.000000 Penalty: 59596.664062
Iteration 22Q: 19 clusters Score -7.791964e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25826 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 4 contains 37482 members 
Mstep: Class 5 contains 26272 members 
Mstep: Class 6 contains 1361 members 
Mstep: Class 7 contains 16340 members 
Mstep: Class 8 contains 10188 members 
Mstep: Class 9 contains 2021 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 64975 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 31352 members 
Mstep: Class 14 contains 155111 members 
Mstep: Class 15 contains 93571 members 
Mstep: Class 16 contains 131014 members 
Mstep: Class 18 contains 4067 members 
Mstep: Class 19 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77921848.000000 Penalty: 59596.664062
Iteration 23Q: 19 clusters Score -7.792185e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25786 members 
Mstep: Class 3 contains 10041 members 
Mstep: Class 4 contains 37415 members 
Mstep: Class 5 contains 26231 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 16347 members 
Mstep: Class 8 contains 10008 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 10 contains 6924 members 
Mstep: Class 11 contains 64783 members 
Mstep: Class 12 contains 9312 members 
Mstep: Class 13 contains 33009 members 
Mstep: Class 14 contains 155259 members 
Mstep: Class 15 contains 91604 members 
Mstep: Class 16 contains 131552 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77923440.000000 Penalty: 59596.664062
Iteration 24Q: 19 clusters Score -7.792344e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25744 members 
Mstep: Class 3 contains 10122 members 
Mstep: Class 4 contains 37361 members 
Mstep: Class 5 contains 26236 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 16353 members 
Mstep: Class 8 contains 9846 members 
Mstep: Class 9 contains 2134 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 64590 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 34851 members 
Mstep: Class 14 contains 155385 members 
Mstep: Class 15 contains 89656 members 
Mstep: Class 16 contains 131839 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77924984.000000 Penalty: 59596.664062
Iteration 25Q: 19 clusters Score -7.792498e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25716 members 
Mstep: Class 3 contains 10172 members 
Mstep: Class 4 contains 37335 members 
Mstep: Class 5 contains 26266 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 16359 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 6974 members 
Mstep: Class 11 contains 64413 members 
Mstep: Class 12 contains 9213 members 
Mstep: Class 13 contains 36787 members 
Mstep: Class 14 contains 155477 members 
Mstep: Class 15 contains 87690 members 
Mstep: Class 16 contains 132012 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 1893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77926472.000000 Penalty: 59596.664062
Iteration 26Q: 19 clusters Score -7.792647e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25690 members 
Mstep: Class 3 contains 10221 members 
Mstep: Class 4 contains 37327 members 
Mstep: Class 5 contains 26268 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 16361 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 2167 members 
Mstep: Class 10 contains 7001 members 
Mstep: Class 11 contains 64271 members 
Mstep: Class 12 contains 9173 members 
Mstep: Class 13 contains 38837 members 
Mstep: Class 14 contains 155541 members 
Mstep: Class 15 contains 85675 members 
Mstep: Class 16 contains 132066 members 
Mstep: Class 18 contains 4214 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77927696.000000 Penalty: 59596.664062
Iteration 27Q: 19 clusters Score -7.79277e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25669 members 
Mstep: Class 3 contains 10255 members 
Mstep: Class 4 contains 37318 members 
Mstep: Class 5 contains 26285 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16363 members 
Mstep: Class 8 contains 9654 members 
Mstep: Class 9 contains 2179 members 
Mstep: Class 10 contains 7028 members 
Mstep: Class 11 contains 64139 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 40899 members 
Mstep: Class 14 contains 155568 members 
Mstep: Class 15 contains 83780 members 
Mstep: Class 16 contains 131963 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77928720.000000 Penalty: 59596.664062
Iteration 28Q: 19 clusters Score -7.792872e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25655 members 
Mstep: Class 3 contains 10279 members 
Mstep: Class 4 contains 37315 members 
Mstep: Class 5 contains 26281 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16365 members 
Mstep: Class 8 contains 9655 members 
Mstep: Class 9 contains 2190 members 
Mstep: Class 10 contains 7048 members 
Mstep: Class 11 contains 64048 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 42828 members 
Mstep: Class 14 contains 155579 members 
Mstep: Class 15 contains 82128 members 
Mstep: Class 16 contains 131728 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77929704.000000 Penalty: 59596.664062
Iteration 29Q: 19 clusters Score -7.79297e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25644 members 
Mstep: Class 3 contains 10298 members 
Mstep: Class 4 contains 37311 members 
Mstep: Class 5 contains 26268 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16363 members 
Mstep: Class 8 contains 9657 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 63980 members 
Mstep: Class 12 contains 9116 members 
Mstep: Class 13 contains 44516 members 
Mstep: Class 14 contains 155625 members 
Mstep: Class 15 contains 80703 members 
Mstep: Class 16 contains 131483 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77930472.000000 Penalty: 59596.664062
Iteration 30Q: 19 clusters Score -7.793047e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25642 members 
Mstep: Class 3 contains 10326 members 
Mstep: Class 4 contains 37305 members 
Mstep: Class 5 contains 26248 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16371 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 63898 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 46001 members 
Mstep: Class 14 contains 155655 members 
Mstep: Class 15 contains 79495 members 
Mstep: Class 16 contains 131235 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77930720.000000 Penalty: 59596.664062
Iteration 31Q: 19 clusters Score -7.793072e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25635 members 
Mstep: Class 3 contains 10361 members 
Mstep: Class 4 contains 37304 members 
Mstep: Class 5 contains 26208 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 7088 members 
Mstep: Class 11 contains 63820 members 
Mstep: Class 12 contains 9103 members 
Mstep: Class 13 contains 47290 members 
Mstep: Class 14 contains 155636 members 
Mstep: Class 15 contains 78484 members 
Mstep: Class 16 contains 131021 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77931272.000000 Penalty: 59596.664062
Iteration 32Q: 19 clusters Score -7.793127e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25639 members 
Mstep: Class 3 contains 10373 members 
Mstep: Class 4 contains 37306 members 
Mstep: Class 5 contains 26209 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16373 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 7099 members 
Mstep: Class 11 contains 63781 members 
Mstep: Class 12 contains 9097 members 
Mstep: Class 13 contains 48437 members 
Mstep: Class 14 contains 155562 members 
Mstep: Class 15 contains 77569 members 
Mstep: Class 16 contains 130837 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77931368.000000 Penalty: 59596.664062
Iteration 33Q: 19 clusters Score -7.793137e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25640 members 
Mstep: Class 3 contains 10394 members 
Mstep: Class 4 contains 37312 members 
Mstep: Class 5 contains 26210 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16369 members 
Mstep: Class 8 contains 9792 members 
Mstep: Class 9 contains 2186 members 
Mstep: Class 10 contains 7108 members 
Mstep: Class 11 contains 63752 members 
Mstep: Class 12 contains 9091 members 
Mstep: Class 13 contains 49396 members 
Mstep: Class 14 contains 155484 members 
Mstep: Class 15 contains 76791 members 
Mstep: Class 16 contains 130687 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77931584.000000 Penalty: 59596.664062
Iteration 34Q: 19 clusters Score -7.793158e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25637 members 
Mstep: Class 3 contains 10401 members 
Mstep: Class 4 contains 37316 members 
Mstep: Class 5 contains 26184 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 2174 members 
Mstep: Class 10 contains 7118 members 
Mstep: Class 11 contains 63730 members 
Mstep: Class 12 contains 9090 members 
Mstep: Class 13 contains 50228 members 
Mstep: Class 14 contains 155418 members 
Mstep: Class 15 contains 76103 members 
Mstep: Class 16 contains 130591 members 
Mstep: Class 18 contains 4268 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77931656.000000 Penalty: 59596.664062
Iteration 35Q: 19 clusters Score -7.793166e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25637 members 
Mstep: Class 3 contains 10408 members 
Mstep: Class 4 contains 37315 members 
Mstep: Class 5 contains 26159 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 2174 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 63712 members 
Mstep: Class 12 contains 9087 members 
Mstep: Class 13 contains 50923 members 
Mstep: Class 14 contains 155367 members 
Mstep: Class 15 contains 75518 members 
Mstep: Class 16 contains 130500 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77931864.000000 Penalty: 59596.664062
Iteration 36Q: 19 clusters Score -7.793186e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25635 members 
Mstep: Class 3 contains 10415 members 
Mstep: Class 4 contains 37314 members 
Mstep: Class 5 contains 26134 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16371 members 
Mstep: Class 8 contains 9980 members 
Mstep: Class 9 contains 2179 members 
Mstep: Class 10 contains 7133 members 
Mstep: Class 11 contains 63691 members 
Mstep: Class 12 contains 9084 members 
Mstep: Class 13 contains 51512 members 
Mstep: Class 14 contains 155328 members 
Mstep: Class 15 contains 75013 members 
Mstep: Class 16 contains 130424 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77931968.000000 Penalty: 59596.664062
Iteration 37Q: 19 clusters Score -7.793197e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25635 members 
Mstep: Class 3 contains 10420 members 
Mstep: Class 4 contains 37314 members 
Mstep: Class 5 contains 26098 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16371 members 
Mstep: Class 8 contains 10025 members 
Mstep: Class 9 contains 2189 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 63670 members 
Mstep: Class 12 contains 9083 members 
Mstep: Class 13 contains 52001 members 
Mstep: Class 14 contains 155297 members 
Mstep: Class 15 contains 74593 members 
Mstep: Class 16 contains 130377 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77931832.000000 Penalty: 59596.664062
Iteration 38Q: 19 clusters Score -7.793183e+07 nChanged 666
Entering ConstructFrom: 
Score: -77931832.000000 Penalty: 59596.664062
Entering ConstructFrom: 
Trying to split cluster 1 (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: -43079.246094 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -43079.25 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 172 members 
Entering Unmasked Estep 
Score: -41788.894531 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41788.89 nChanged 56
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: -41918.402344 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41918.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41970.414062 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -41970.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41999.210938 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41999.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42011.878906 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -42011.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42016.011719 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42016.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42016.011719 Penalty: 2916.744385
	Iteration 6F: 3 clusters Score -42016.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Entering Unmasked Estep 
Score: -3203780.500000 Penalty: 2517.605713
	Iteration 0F: 2 clusters Score -3203780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3186114.750000 Penalty: 5035.211426
	Iteration 0F: 3 clusters Score -3186115 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3192316.250000 Penalty: 5035.211426
	Iteration 1F: 3 clusters Score -3192316 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3192939.000000 Penalty: 5035.211426
	Iteration 2F: 3 clusters Score -3192939 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3193925.750000 Penalty: 5035.211426
	Iteration 3F: 3 clusters Score -3193926 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3195332.250000 Penalty: 5035.211426
	Iteration 4F: 3 clusters Score -3195332 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3197092.250000 Penalty: 5035.211426
	Iteration 5F: 3 clusters Score -3197092 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3198768.250000 Penalty: 5035.211426
	Iteration 6F: 3 clusters Score -3198768 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -3200108.500000 Penalty: 5035.211426
	Iteration 7F: 3 clusters Score -3200108 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3201069.000000 Penalty: 5035.211426
	Iteration 8F: 3 clusters Score -3201069 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3201729.250000 Penalty: 5035.211426
	Iteration 9Q: 3 clusters Score -3201729 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3202198.000000 Penalty: 5035.211426
	Iteration 10Q: 3 clusters Score -3202198 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3202525.500000 Penalty: 5035.211426
	Iteration 11Q: 3 clusters Score -3202526 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3202796.750000 Penalty: 5035.211426
	Iteration 12Q: 3 clusters Score -3202797 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3203023.500000 Penalty: 5035.211426
	Iteration 13Q: 3 clusters Score -3203024 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3203204.500000 Penalty: 5035.211426
	Iteration 14Q: 3 clusters Score -3203204 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3203393.750000 Penalty: 5035.211426
	Iteration 15Q: 3 clusters Score -3203394 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3203577.250000 Penalty: 5035.211426
	Iteration 16Q: 3 clusters Score -3203577 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3203729.250000 Penalty: 5035.211426
	Iteration 17Q: 3 clusters Score -3203729 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3203841.750000 Penalty: 5035.211426
	Iteration 18Q: 3 clusters Score -3203842 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3203937.500000 Penalty: 5035.211426
	Iteration 19Q: 3 clusters Score -3203938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3203980.000000 Penalty: 5035.211426
	Iteration 20F: 3 clusters Score -3203980 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3203994.000000 Penalty: 5035.211426
	Iteration 21Q: 3 clusters Score -3203994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3204010.250000 Penalty: 5035.211426
	Iteration 22Q: 3 clusters Score -3204010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3204019.000000 Penalty: 5035.211426
	Iteration 23Q: 3 clusters Score -3204019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3204023.000000 Penalty: 5035.211426
	Iteration 24Q: 3 clusters Score -3204023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3204027.250000 Penalty: 5035.211426
	Iteration 25Q: 3 clusters Score -3204027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3204028.250000 Penalty: 5035.211426
	Iteration 26Q: 3 clusters Score -3204028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3204037.000000 Penalty: 5035.211426
	Iteration 27Q: 3 clusters Score -3204037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3204037.250000 Penalty: 5035.211426
	Iteration 28Q: 3 clusters Score -3204037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3204038.250000 Penalty: 5035.211426
	Iteration 29Q: 3 clusters Score -3204038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3204039.000000 Penalty: 5035.211426
	Iteration 30Q: 3 clusters Score -3204039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3204041.250000 Penalty: 5035.211426
	Iteration 31Q: 3 clusters Score -3204041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3204040.250000 Penalty: 5035.211426
	Iteration 32Q: 3 clusters Score -3204040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3204040.250000 Penalty: 5035.211426
	Iteration 33F: 3 clusters Score -3204040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1688 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 37313 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 7144 members 
Mstep: Class 11 contains 63666 members 
Mstep: Class 12 contains 9083 members 
Mstep: Class 13 contains 52403 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 74242 members 
Mstep: Class 16 contains 130344 members 
Mstep: Class 17 contains 23945 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
Score: -77931408.000000 Penalty: 62907.589844
Splitting cluster 2 changes total score from -77931832.000000 to -77931408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (10425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Entering Unmasked Estep 
Score: -1222420.875000 Penalty: 2294.486572
	Iteration 0F: 2 clusters Score -1222421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1214511.500000 Penalty: 4588.973145
	Iteration 0F: 3 clusters Score -1214512 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1217069.000000 Penalty: 4588.973145
	Iteration 1F: 3 clusters Score -1217069 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1217597.625000 Penalty: 4588.973145
	Iteration 2F: 3 clusters Score -1217598 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1218217.375000 Penalty: 4588.973145
	Iteration 3F: 3 clusters Score -1218217 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1219026.875000 Penalty: 4588.973145
	Iteration 4F: 3 clusters Score -1219027 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1219694.625000 Penalty: 4588.973145
	Iteration 5F: 3 clusters Score -1219695 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1220104.875000 Penalty: 4588.973145
	Iteration 6F: 3 clusters Score -1220105 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1220320.875000 Penalty: 4588.973145
	Iteration 7Q: 3 clusters Score -1220321 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1220448.625000 Penalty: 4588.973145
	Iteration 8Q: 3 clusters Score -1220449 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1220531.625000 Penalty: 4588.973145
	Iteration 9Q: 3 clusters Score -1220532 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1220595.125000 Penalty: 4588.973145
	Iteration 10Q: 3 clusters Score -1220595 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1220635.875000 Penalty: 4588.973145
	Iteration 11Q: 3 clusters Score -1220636 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1220681.625000 Penalty: 4588.973145
	Iteration 12Q: 3 clusters Score -1220682 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1220710.625000 Penalty: 4588.973145
	Iteration 13Q: 3 clusters Score -1220711 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1220746.500000 Penalty: 4588.973145
	Iteration 14Q: 3 clusters Score -1220746 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1220768.250000 Penalty: 4588.973145
	Iteration 15Q: 3 clusters Score -1220768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1220791.125000 Penalty: 4588.973145
	Iteration 16Q: 3 clusters Score -1220791 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1220811.750000 Penalty: 4588.973145
	Iteration 17Q: 3 clusters Score -1220812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1220821.375000 Penalty: 4588.973145
	Iteration 18Q: 3 clusters Score -1220821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1220830.375000 Penalty: 4588.973145
	Iteration 19Q: 3 clusters Score -1220830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1220845.500000 Penalty: 4588.973145
	Iteration 20F: 3 clusters Score -1220846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1220850.250000 Penalty: 4588.973145
	Iteration 21Q: 3 clusters Score -1220850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1220853.250000 Penalty: 4588.973145
	Iteration 22Q: 3 clusters Score -1220853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1220862.750000 Penalty: 4588.973145
	Iteration 23Q: 3 clusters Score -1220863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1220867.375000 Penalty: 4588.973145
	Iteration 24Q: 3 clusters Score -1220867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1220869.375000 Penalty: 4588.973145
	Iteration 25Q: 3 clusters Score -1220869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1220874.875000 Penalty: 4588.973145
	Iteration 26Q: 3 clusters Score -1220875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1220878.625000 Penalty: 4588.973145
	Iteration 27Q: 3 clusters Score -1220879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1220880.000000 Penalty: 4588.973145
	Iteration 28Q: 3 clusters Score -1220880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1220882.000000 Penalty: 4588.973145
	Iteration 29Q: 3 clusters Score -1220882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1220885.125000 Penalty: 4588.973145
	Iteration 30Q: 3 clusters Score -1220885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1220884.750000 Penalty: 4588.973145
	Iteration 31Q: 3 clusters Score -1220885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1220885.875000 Penalty: 4588.973145
	Iteration 32Q: 3 clusters Score -1220886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1220884.375000 Penalty: 4588.973145
	Iteration 33Q: 3 clusters Score -1220884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1220884.375000 Penalty: 4588.973145
	Iteration 34F: 3 clusters Score -1220884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Entering Unmasked Estep 
Score: -4723653.000000 Penalty: 2610.719971
	Iteration 0F: 2 clusters Score -4723653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4698388.500000 Penalty: 5221.439941
	Iteration 0F: 3 clusters Score -4698388 nChanged 16938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4707975.500000 Penalty: 5221.439941
	Iteration 1F: 3 clusters Score -4707976 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -4708697.500000 Penalty: 5221.439941
	Iteration 2Q: 3 clusters Score -4708698 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -4709550.000000 Penalty: 5221.439941
	Iteration 3Q: 3 clusters Score -4709550 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4710718.000000 Penalty: 5221.439941
	Iteration 4F: 3 clusters Score -4710718 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -4712468.000000 Penalty: 5221.439941
	Iteration 5F: 3 clusters Score -4712468 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -4714745.500000 Penalty: 5221.439941
	Iteration 6F: 3 clusters Score -4714746 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4716926.500000 Penalty: 5221.439941
	Iteration 7F: 3 clusters Score -4716926 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -4718388.500000 Penalty: 5221.439941
	Iteration 8F: 3 clusters Score -4718388 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4719210.500000 Penalty: 5221.439941
	Iteration 9Q: 3 clusters Score -4719210 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -4719701.500000 Penalty: 5221.439941
	Iteration 10Q: 3 clusters Score -4719702 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -4719954.500000 Penalty: 5221.439941
	Iteration 11Q: 3 clusters Score -4719954 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -4720120.000000 Penalty: 5221.439941
	Iteration 12Q: 3 clusters Score -4720120 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -4720202.000000 Penalty: 5221.439941
	Iteration 13Q: 3 clusters Score -4720202 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -4720267.500000 Penalty: 5221.439941
	Iteration 14Q: 3 clusters Score -4720268 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -4720288.500000 Penalty: 5221.439941
	Iteration 15Q: 3 clusters Score -4720288 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -4720322.500000 Penalty: 5221.439941
	Iteration 16Q: 3 clusters Score -4720322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4720324.000000 Penalty: 5221.439941
	Iteration 17Q: 3 clusters Score -4720324 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4720328.000000 Penalty: 5221.439941
	Iteration 18Q: 3 clusters Score -4720328 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -4720352.500000 Penalty: 5221.439941
	Iteration 19Q: 3 clusters Score -4720352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -4720352.000000 Penalty: 5221.439941
	Iteration 20F: 3 clusters Score -4720352 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4720357.000000 Penalty: 5221.439941
	Iteration 21Q: 3 clusters Score -4720357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -4720370.000000 Penalty: 5221.439941
	Iteration 22Q: 3 clusters Score -4720370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -4720370.000000 Penalty: 5221.439941
	Iteration 23Q: 3 clusters Score -4720370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -4720366.500000 Penalty: 5221.439941
	Iteration 24Q: 3 clusters Score -4720366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -4720352.500000 Penalty: 5221.439941
	Iteration 25Q: 3 clusters Score -4720352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -4720367.500000 Penalty: 5221.439941
	Iteration 26Q: 3 clusters Score -4720368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -4720363.000000 Penalty: 5221.439941
	Iteration 27Q: 3 clusters Score -4720363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -4720366.000000 Penalty: 5221.439941
	Iteration 28Q: 3 clusters Score -4720366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4720370.500000 Penalty: 5221.439941
	Iteration 29Q: 3 clusters Score -4720370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -4720366.000000 Penalty: 5221.439941
	Iteration 30Q: 3 clusters Score -4720366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -4720365.500000 Penalty: 5221.439941
	Iteration 31Q: 3 clusters Score -4720366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4720366.500000 Penalty: 5221.439941
	Iteration 32Q: 3 clusters Score -4720366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -4720369.500000 Penalty: 5221.439941
	Iteration 33Q: 3 clusters Score -4720370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -4720376.500000 Penalty: 5221.439941
	Iteration 34Q: 3 clusters Score -4720376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -4720377.000000 Penalty: 5221.439941
	Iteration 35Q: 3 clusters Score -4720377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -4720376.500000 Penalty: 5221.439941
	Iteration 36Q: 3 clusters Score -4720376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4720375.000000 Penalty: 5221.439941
	Iteration 37Q: 3 clusters Score -4720375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -4720375.500000 Penalty: 5221.439941
	Iteration 38Q: 3 clusters Score -4720376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -4720373.000000 Penalty: 5221.439941
	Iteration 39Q: 3 clusters Score -4720373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -4720381.500000 Penalty: 5221.439941
	Iteration 40F: 3 clusters Score -4720382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -4720376.000000 Penalty: 5221.439941
	Iteration 41Q: 3 clusters Score -4720376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -4720385.000000 Penalty: 5221.439941
	Iteration 42Q: 3 clusters Score -4720385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -4720380.500000 Penalty: 5221.439941
	Iteration 43Q: 3 clusters Score -4720380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -4720381.500000 Penalty: 5221.439941
	Iteration 44Q: 3 clusters Score -4720382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -4720387.000000 Penalty: 5221.439941
	Iteration 45Q: 3 clusters Score -4720387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -4720407.000000 Penalty: 5221.439941
	Iteration 46Q: 3 clusters Score -4720407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4720395.500000 Penalty: 5221.439941
	Iteration 47Q: 3 clusters Score -4720396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -4720396.000000 Penalty: 5221.439941
	Iteration 48Q: 3 clusters Score -4720396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4720400.000000 Penalty: 5221.439941
	Iteration 49Q: 3 clusters Score -4720400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -4720394.000000 Penalty: 5221.439941
	Iteration 50Q: 3 clusters Score -4720394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4720399.000000 Penalty: 5221.439941
	Iteration 51Q: 3 clusters Score -4720399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4720397.500000 Penalty: 5221.439941
	Iteration 52Q: 3 clusters Score -4720398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -4720396.500000 Penalty: 5221.439941
	Iteration 53Q: 3 clusters Score -4720396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4720394.500000 Penalty: 5221.439941
	Iteration 54Q: 3 clusters Score -4720394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4720394.000000 Penalty: 5221.439941
	Iteration 55Q: 3 clusters Score -4720394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -4720389.000000 Penalty: 5221.439941
	Iteration 56Q: 3 clusters Score -4720389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -4720387.000000 Penalty: 5221.439941
	Iteration 57Q: 3 clusters Score -4720387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -4720382.000000 Penalty: 5221.439941
	Iteration 58Q: 3 clusters Score -4720382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -4720385.000000 Penalty: 5221.439941
	Iteration 59Q: 3 clusters Score -4720385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -4720384.000000 Penalty: 5221.439941
	Iteration 60F: 3 clusters Score -4720384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -4720386.000000 Penalty: 5221.439941
	Iteration 61Q: 3 clusters Score -4720386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -4720383.500000 Penalty: 5221.439941
	Iteration 62Q: 3 clusters Score -4720384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -4720390.000000 Penalty: 5221.439941
	Iteration 63Q: 3 clusters Score -4720390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -4720395.000000 Penalty: 5221.439941
	Iteration 64Q: 3 clusters Score -4720395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -4720395.000000 Penalty: 5221.439941
	Iteration 65Q: 3 clusters Score -4720395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -4720397.000000 Penalty: 5221.439941
	Iteration 66Q: 3 clusters Score -4720397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -4720406.500000 Penalty: 5221.439941
	Iteration 67Q: 3 clusters Score -4720406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4720412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4720412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -4720403.500000 Penalty: 5221.439941
	Iteration 70Q: 3 clusters Score -4720404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -4720403.000000 Penalty: 5221.439941
	Iteration 71Q: 3 clusters Score -4720403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -4720401.500000 Penalty: 5221.439941
	Iteration 72Q: 3 clusters Score -4720402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4720399.000000 Penalty: 5221.439941
	Iteration 73Q: 3 clusters Score -4720399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -4720409.500000 Penalty: 5221.439941
	Iteration 74Q: 3 clusters Score -4720410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4720410.500000 Penalty: 5221.439941
	Iteration 75Q: 3 clusters Score -4720410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -4720408.000000 Penalty: 5221.439941
	Iteration 76Q: 3 clusters Score -4720408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -4720407.500000 Penalty: 5221.439941
	Iteration 77Q: 3 clusters Score -4720408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -4720416.500000 Penalty: 5221.439941
	Iteration 78Q: 3 clusters Score -4720416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -4720415.500000 Penalty: 5221.439941
	Iteration 79Q: 3 clusters Score -4720416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -4720420.500000 Penalty: 5221.439941
	Iteration 80F: 3 clusters Score -4720420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4720428.000000 Penalty: 5221.439941
	Iteration 81Q: 3 clusters Score -4720428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -4720430.000000 Penalty: 5221.439941
	Iteration 82Q: 3 clusters Score -4720430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -4720431.500000 Penalty: 5221.439941
	Iteration 83Q: 3 clusters Score -4720432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4720435.000000 Penalty: 5221.439941
	Iteration 84Q: 3 clusters Score -4720435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -4720425.000000 Penalty: 5221.439941
	Iteration 85Q: 3 clusters Score -4720425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4720431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -4720436.000000 Penalty: 5221.439941
	Iteration 87Q: 3 clusters Score -4720436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4720440.000000 Penalty: 5221.439941
	Iteration 88Q: 3 clusters Score -4720440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4720436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -4720448.500000 Penalty: 5221.439941
	Iteration 90Q: 3 clusters Score -4720448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4720449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4720447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -4720455.000000 Penalty: 5221.439941
	Iteration 93Q: 3 clusters Score -4720455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -4720456.500000 Penalty: 5221.439941
	Iteration 94Q: 3 clusters Score -4720456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -4720459.500000 Penalty: 5221.439941
	Iteration 95Q: 3 clusters Score -4720460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -4720468.000000 Penalty: 5221.439941
	Iteration 96Q: 3 clusters Score -4720468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -4720476.500000 Penalty: 5221.439941
	Iteration 97Q: 3 clusters Score -4720476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -4720463.000000 Penalty: 5221.439941
	Iteration 98Q: 3 clusters Score -4720463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -4720472.500000 Penalty: 5221.439941
	Iteration 99Q: 3 clusters Score -4720472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -4720465.500000 Penalty: 5221.439941
	Iteration 100F: 3 clusters Score -4720466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4720456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4720467.500000 Penalty: 5221.439941
	Iteration 102Q: 3 clusters Score -4720468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -4720474.500000 Penalty: 5221.439941
	Iteration 103Q: 3 clusters Score -4720474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4720468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -4720469.000000 Penalty: 5221.439941
	Iteration 105Q: 3 clusters Score -4720469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4720472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4720473.000000 Penalty: 5221.439941
	Iteration 107Q: 3 clusters Score -4720473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4720469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4720468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4720473.500000 Penalty: 5221.439941
	Iteration 110Q: 3 clusters Score -4720474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -4720461.500000 Penalty: 5221.439941
	Iteration 111Q: 3 clusters Score -4720462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4720467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4720482.000000 Penalty: 5221.439941
	Iteration 113Q: 3 clusters Score -4720482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -4720477.000000 Penalty: 5221.439941
	Iteration 114Q: 3 clusters Score -4720477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -4720484.000000 Penalty: 5221.439941
	Iteration 115Q: 3 clusters Score -4720484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -4720485.000000 Penalty: 5221.439941
	Iteration 116Q: 3 clusters Score -4720485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -4720489.000000 Penalty: 5221.439941
	Iteration 117Q: 3 clusters Score -4720489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4720484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -4720481.500000 Penalty: 5221.439941
	Iteration 119Q: 3 clusters Score -4720482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -4720490.000000 Penalty: 5221.439941
	Iteration 120F: 3 clusters Score -4720490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4720507.000000 Penalty: 5221.439941
	Iteration 121Q: 3 clusters Score -4720507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4720516.000000 Penalty: 5221.439941
	Iteration 122Q: 3 clusters Score -4720516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4720523.000000 Penalty: 5221.439941
	Iteration 123Q: 3 clusters Score -4720523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4720519.000000 Penalty: 5221.439941
	Iteration 124Q: 3 clusters Score -4720519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -4720524.000000 Penalty: 5221.439941
	Iteration 125Q: 3 clusters Score -4720524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4720534.000000 Penalty: 5221.439941
	Iteration 126Q: 3 clusters Score -4720534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -4720539.500000 Penalty: 5221.439941
	Iteration 127Q: 3 clusters Score -4720540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -4720541.000000 Penalty: 5221.439941
	Iteration 128Q: 3 clusters Score -4720541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -4720532.500000 Penalty: 5221.439941
	Iteration 129Q: 3 clusters Score -4720532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4720537.500000 Penalty: 5221.439941
	Iteration 130Q: 3 clusters Score -4720538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -4720533.500000 Penalty: 5221.439941
	Iteration 131Q: 3 clusters Score -4720534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4720540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4720532.500000 Penalty: 5221.439941
	Iteration 133Q: 3 clusters Score -4720532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -4720538.000000 Penalty: 5221.439941
	Iteration 134Q: 3 clusters Score -4720538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -4720534.000000 Penalty: 5221.439941
	Iteration 135Q: 3 clusters Score -4720534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4720538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -4720542.000000 Penalty: 5221.439941
	Iteration 137Q: 3 clusters Score -4720542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4720555.000000 Penalty: 5221.439941
	Iteration 138Q: 3 clusters Score -4720555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4720540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -4720557.000000 Penalty: 5221.439941
	Iteration 140F: 3 clusters Score -4720557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -4720564.000000 Penalty: 5221.439941
	Iteration 141Q: 3 clusters Score -4720564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4720555.000000 Penalty: 5221.439941
	Iteration 142Q: 3 clusters Score -4720555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -4720552.500000 Penalty: 5221.439941
	Iteration 143Q: 3 clusters Score -4720552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4720566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4720563.500000 Penalty: 5221.439941
	Iteration 145Q: 3 clusters Score -4720564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4720566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4720568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -4720574.500000 Penalty: 5221.439941
	Iteration 148Q: 3 clusters Score -4720574 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4720574 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -4720571.500000 Penalty: 5221.439941
	Iteration 150Q: 3 clusters Score -4720572 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4720568 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -4720580.500000 Penalty: 5221.439941
	Iteration 152Q: 3 clusters Score -4720580 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4720570 nChanged 17
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Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4720573 nChanged 13
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4720570 nChanged 12
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Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -4720587.000000 Penalty: 5221.439941
	Iteration 156Q: 3 clusters Score -4720587 nChanged 13
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Entering Unmasked Estep 
Score: -4720583.500000 Penalty: 5221.439941
	Iteration 157Q: 3 clusters Score -4720584 nChanged 7
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Mstep: Class 1 contains 14590 members 
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	Iteration 158Q: 3 clusters Score -4720584 nChanged 6
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Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4720584 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4720585.000000 Penalty: 5221.439941
	Iteration 160F: 3 clusters Score -4720585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -4720578.000000 Penalty: 5221.439941
	Iteration 161Q: 3 clusters Score -4720578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -4720581.500000 Penalty: 5221.439941
	Iteration 162Q: 3 clusters Score -4720582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4720590.500000 Penalty: 5221.439941
	Iteration 163Q: 3 clusters Score -4720590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -4720585.500000 Penalty: 5221.439941
	Iteration 164Q: 3 clusters Score -4720586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4720589.500000 Penalty: 5221.439941
	Iteration 165Q: 3 clusters Score -4720590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4720580.000000 Penalty: 5221.439941
	Iteration 166Q: 3 clusters Score -4720580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4720581.500000 Penalty: 5221.439941
	Iteration 167Q: 3 clusters Score -4720582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4720575.500000 Penalty: 5221.439941
	Iteration 168Q: 3 clusters Score -4720576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4720573.500000 Penalty: 5221.439941
	Iteration 169Q: 3 clusters Score -4720574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -4720571.000000 Penalty: 5221.439941
	Iteration 170Q: 3 clusters Score -4720571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4720570.000000 Penalty: 5221.439941
	Iteration 171Q: 3 clusters Score -4720570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4720569.000000 Penalty: 5221.439941
	Iteration 172Q: 3 clusters Score -4720569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -4720568.500000 Penalty: 5221.439941
	Iteration 173Q: 3 clusters Score -4720568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -4720568.000000 Penalty: 5221.439941
	Iteration 174Q: 3 clusters Score -4720568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -4720571.000000 Penalty: 5221.439941
	Iteration 175Q: 3 clusters Score -4720571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4720565.000000 Penalty: 5221.439941
	Iteration 176Q: 3 clusters Score -4720565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -4720565.000000 Penalty: 5221.439941
	Iteration 177Q: 3 clusters Score -4720565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4720566.500000 Penalty: 5221.439941
	Iteration 178Q: 3 clusters Score -4720566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4720569.000000 Penalty: 5221.439941
	Iteration 179Q: 3 clusters Score -4720569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4720569.000000 Penalty: 5221.439941
	Iteration 180F: 3 clusters Score -4720569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4720574.500000 Penalty: 5221.439941
	Iteration 181Q: 3 clusters Score -4720574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -4720574.000000 Penalty: 5221.439941
	Iteration 182Q: 3 clusters Score -4720574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -4720575.000000 Penalty: 5221.439941
	Iteration 183Q: 3 clusters Score -4720575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -4720571.500000 Penalty: 5221.439941
	Iteration 184Q: 3 clusters Score -4720572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4720574.000000 Penalty: 5221.439941
	Iteration 185Q: 3 clusters Score -4720574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4720574.000000 Penalty: 5221.439941
	Iteration 186Q: 3 clusters Score -4720574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -4720578.500000 Penalty: 5221.439941
	Iteration 187Q: 3 clusters Score -4720578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -4720582.500000 Penalty: 5221.439941
	Iteration 188Q: 3 clusters Score -4720582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4720583.000000 Penalty: 5221.439941
	Iteration 189Q: 3 clusters Score -4720583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4720579.500000 Penalty: 5221.439941
	Iteration 190Q: 3 clusters Score -4720580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -4720583.000000 Penalty: 5221.439941
	Iteration 191Q: 3 clusters Score -4720583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -4720583.500000 Penalty: 5221.439941
	Iteration 192Q: 3 clusters Score -4720584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4720587.500000 Penalty: 5221.439941
	Iteration 193Q: 3 clusters Score -4720588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4720587.500000 Penalty: 5221.439941
	Iteration 194F: 3 clusters Score -4720588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Entering Unmasked Estep 
Score: -3079848.500000 Penalty: 2521.674561
	Iteration 0F: 2 clusters Score -3079848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3061909.000000 Penalty: 5043.349121
	Iteration 0F: 3 clusters Score -3061909 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3068652.250000 Penalty: 5043.349121
	Iteration 1F: 3 clusters Score -3068652 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3069415.000000 Penalty: 5043.349121
	Iteration 2F: 3 clusters Score -3069415 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3070129.000000 Penalty: 5043.349121
	Iteration 3F: 3 clusters Score -3070129 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3070822.000000 Penalty: 5043.349121
	Iteration 4F: 3 clusters Score -3070822 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3071436.000000 Penalty: 5043.349121
	Iteration 5Q: 3 clusters Score -3071436 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3071960.750000 Penalty: 5043.349121
	Iteration 6Q: 3 clusters Score -3071961 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3072453.250000 Penalty: 5043.349121
	Iteration 7Q: 3 clusters Score -3072453 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3072865.000000 Penalty: 5043.349121
	Iteration 8Q: 3 clusters Score -3072865 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3073334.000000 Penalty: 5043.349121
	Iteration 9Q: 3 clusters Score -3073334 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3073772.250000 Penalty: 5043.349121
	Iteration 10Q: 3 clusters Score -3073772 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3074201.250000 Penalty: 5043.349121
	Iteration 11Q: 3 clusters Score -3074201 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3074593.500000 Penalty: 5043.349121
	Iteration 12Q: 3 clusters Score -3074594 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3074966.000000 Penalty: 5043.349121
	Iteration 13Q: 3 clusters Score -3074966 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3075273.500000 Penalty: 5043.349121
	Iteration 14Q: 3 clusters Score -3075274 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3075476.500000 Penalty: 5043.349121
	Iteration 15Q: 3 clusters Score -3075476 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3075667.250000 Penalty: 5043.349121
	Iteration 16Q: 3 clusters Score -3075667 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3075838.000000 Penalty: 5043.349121
	Iteration 17Q: 3 clusters Score -3075838 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3075991.750000 Penalty: 5043.349121
	Iteration 18Q: 3 clusters Score -3075992 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3076119.500000 Penalty: 5043.349121
	Iteration 19Q: 3 clusters Score -3076120 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3076257.500000 Penalty: 5043.349121
	Iteration 20F: 3 clusters Score -3076258 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3076378.250000 Penalty: 5043.349121
	Iteration 21Q: 3 clusters Score -3076378 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -3076516.250000 Penalty: 5043.349121
	Iteration 22Q: 3 clusters Score -3076516 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3076683.500000 Penalty: 5043.349121
	Iteration 23Q: 3 clusters Score -3076684 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3076833.750000 Penalty: 5043.349121
	Iteration 24Q: 3 clusters Score -3076834 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3077002.500000 Penalty: 5043.349121
	Iteration 25Q: 3 clusters Score -3077002 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3077172.250000 Penalty: 5043.349121
	Iteration 26Q: 3 clusters Score -3077172 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3077367.250000 Penalty: 5043.349121
	Iteration 27Q: 3 clusters Score -3077367 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3077573.750000 Penalty: 5043.349121
	Iteration 28Q: 3 clusters Score -3077574 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3077765.500000 Penalty: 5043.349121
	Iteration 29Q: 3 clusters Score -3077766 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3077954.750000 Penalty: 5043.349121
	Iteration 30Q: 3 clusters Score -3077955 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3078110.000000 Penalty: 5043.349121
	Iteration 31Q: 3 clusters Score -3078110 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3078266.250000 Penalty: 5043.349121
	Iteration 32Q: 3 clusters Score -3078266 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3078398.750000 Penalty: 5043.349121
	Iteration 33Q: 3 clusters Score -3078399 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3078498.500000 Penalty: 5043.349121
	Iteration 34Q: 3 clusters Score -3078498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3078607.000000 Penalty: 5043.349121
	Iteration 35Q: 3 clusters Score -3078607 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3078670.000000 Penalty: 5043.349121
	Iteration 36Q: 3 clusters Score -3078670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3078722.500000 Penalty: 5043.349121
	Iteration 37Q: 3 clusters Score -3078722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3078760.000000 Penalty: 5043.349121
	Iteration 38Q: 3 clusters Score -3078760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3078790.500000 Penalty: 5043.349121
	Iteration 39Q: 3 clusters Score -3078790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3078805.000000 Penalty: 5043.349121
	Iteration 40F: 3 clusters Score -3078805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3078835.000000 Penalty: 5043.349121
	Iteration 41Q: 3 clusters Score -3078835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3078851.750000 Penalty: 5043.349121
	Iteration 42Q: 3 clusters Score -3078852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3078870.750000 Penalty: 5043.349121
	Iteration 43Q: 3 clusters Score -3078871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3078882.500000 Penalty: 5043.349121
	Iteration 44Q: 3 clusters Score -3078882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3078894.750000 Penalty: 5043.349121
	Iteration 45Q: 3 clusters Score -3078895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3078903.000000 Penalty: 5043.349121
	Iteration 46Q: 3 clusters Score -3078903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3078908.750000 Penalty: 5043.349121
	Iteration 47Q: 3 clusters Score -3078909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3078910.250000 Penalty: 5043.349121
	Iteration 48Q: 3 clusters Score -3078910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3078916.250000 Penalty: 5043.349121
	Iteration 49Q: 3 clusters Score -3078916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3078917.000000 Penalty: 5043.349121
	Iteration 50Q: 3 clusters Score -3078917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3078919.750000 Penalty: 5043.349121
	Iteration 51Q: 3 clusters Score -3078920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3078915.000000 Penalty: 5043.349121
	Iteration 52Q: 3 clusters Score -3078915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3078919.000000 Penalty: 5043.349121
	Iteration 53Q: 3 clusters Score -3078919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3078921.500000 Penalty: 5043.349121
	Iteration 54Q: 3 clusters Score -3078922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3078921.750000 Penalty: 5043.349121
	Iteration 55Q: 3 clusters Score -3078922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3078925.000000 Penalty: 5043.349121
	Iteration 56Q: 3 clusters Score -3078925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3078926.000000 Penalty: 5043.349121
	Iteration 57Q: 3 clusters Score -3078926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3078927.000000 Penalty: 5043.349121
	Iteration 58Q: 3 clusters Score -3078927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3078927.500000 Penalty: 5043.349121
	Iteration 59Q: 3 clusters Score -3078928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3078928.500000 Penalty: 5043.349121
	Iteration 60F: 3 clusters Score -3078928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3078929.250000 Penalty: 5043.349121
	Iteration 61Q: 3 clusters Score -3078929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3078932.500000 Penalty: 5043.349121
	Iteration 62Q: 3 clusters Score -3078932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3078930.000000 Penalty: 5043.349121
	Iteration 63Q: 3 clusters Score -3078930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3078933.000000 Penalty: 5043.349121
	Iteration 64Q: 3 clusters Score -3078933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3078935.000000 Penalty: 5043.349121
	Iteration 65Q: 3 clusters Score -3078935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3078935.000000 Penalty: 5043.349121
	Iteration 66F: 3 clusters Score -3078935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -165874.078125 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -165874.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -163750.140625 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -163750.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -164392.046875 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -164392 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -164742.500000 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -164742.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165007.484375 Penalty: 3587.793945
	Iteration 3F: 3 clusters Score -165007.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -165275.953125 Penalty: 3587.793945
	Iteration 4F: 3 clusters Score -165276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -165496.093750 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -165496.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -165627.812500 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -165627.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -165806.953125 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -165807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -165936.375000 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -165936.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -165970.031250 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -165970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -165980.453125 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -165980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -165986.390625 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -165986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -165988.156250 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -165988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -165990.593750 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -165990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -165991.687500 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -165991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -165992.796875 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -165992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165996.531250 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -165996.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -166003.156250 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -166003.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -166010.734375 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -166010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -166018.562500 Penalty: 3587.793945
	Iteration 19Q: 3 clusters Score -166018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166038.375000 Penalty: 3587.793945
	Iteration 20F: 3 clusters Score -166038.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -166059.515625 Penalty: 3587.793945
	Iteration 21Q: 3 clusters Score -166059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -166071.296875 Penalty: 3587.793945
	Iteration 22Q: 3 clusters Score -166071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -166080.421875 Penalty: 3587.793945
	Iteration 23Q: 3 clusters Score -166080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -166084.187500 Penalty: 3587.793945
	Iteration 24Q: 3 clusters Score -166084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -166098.187500 Penalty: 3587.793945
	Iteration 25Q: 3 clusters Score -166098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -166105.234375 Penalty: 3587.793945
	Iteration 26Q: 3 clusters Score -166105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -166107.437500 Penalty: 3587.793945
	Iteration 27Q: 3 clusters Score -166107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -166110.265625 Penalty: 3587.793945
	Iteration 28Q: 3 clusters Score -166110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -166113.078125 Penalty: 3587.793945
	Iteration 29Q: 3 clusters Score -166113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -166116.921875 Penalty: 3587.793945
	Iteration 30Q: 3 clusters Score -166116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -166116.921875 Penalty: 3587.793945
	Iteration 31F: 3 clusters Score -166116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25633 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 37313 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 7144 members 
Mstep: Class 11 contains 63666 members 
Mstep: Class 12 contains 9083 members 
Mstep: Class 13 contains 52403 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 74242 members 
Mstep: Class 16 contains 130344 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
Score: -77930656.000000 Penalty: 62907.589844
Splitting cluster 6 changes total score from -77931832.000000 to -77930656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (16372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Entering Unmasked Estep 
Score: -2072131.250000 Penalty: 2406.425293
	Iteration 0F: 2 clusters Score -2072131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2060552.125000 Penalty: 4812.850586
	Iteration 0F: 3 clusters Score -2060552 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2066288.500000 Penalty: 4812.850586
	Iteration 1F: 3 clusters Score -2066288 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2072432.500000 Penalty: 4812.850586
	Iteration 2F: 3 clusters Score -2072432 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2081211.000000 Penalty: 4812.850586
	Iteration 3F: 3 clusters Score -2081211 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2085389.000000 Penalty: 4812.850586
	Iteration 4F: 3 clusters Score -2085389 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2086502.250000 Penalty: 4812.850586
	Iteration 5Q: 3 clusters Score -2086502 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2086831.750000 Penalty: 4812.850586
	Iteration 6Q: 3 clusters Score -2086832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2086872.375000 Penalty: 4812.850586
	Iteration 7Q: 3 clusters Score -2086872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2086878.500000 Penalty: 4812.850586
	Iteration 8Q: 3 clusters Score -2086878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2086876.750000 Penalty: 4812.850586
	Iteration 9Q: 3 clusters Score -2086877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2086884.875000 Penalty: 4812.850586
	Iteration 10Q: 3 clusters Score -2086885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2086884.625000 Penalty: 4812.850586
	Iteration 11Q: 3 clusters Score -2086885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2086884.625000 Penalty: 4812.850586
	Iteration 12F: 3 clusters Score -2086885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25633 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 37313 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 7144 members 
Mstep: Class 11 contains 63666 members 
Mstep: Class 12 contains 9083 members 
Mstep: Class 13 contains 52403 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 74242 members 
Mstep: Class 16 contains 130344 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
Score: -77945672.000000 Penalty: 62907.589844
Splitting cluster 7 changes total score from -77931832.000000 to -77945672.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 8 (10063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Entering Unmasked Estep 
Score: -1224041.250000 Penalty: 2285.721924
	Iteration 0F: 2 clusters Score -1224041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1216365.125000 Penalty: 4571.443848
	Iteration 0F: 3 clusters Score -1216365 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1218563.125000 Penalty: 4571.443848
	Iteration 1F: 3 clusters Score -1218563 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1218878.875000 Penalty: 4571.443848
	Iteration 2F: 3 clusters Score -1218879 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1219131.375000 Penalty: 4571.443848
	Iteration 3F: 3 clusters Score -1219131 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1219360.625000 Penalty: 4571.443848
	Iteration 4Q: 3 clusters Score -1219361 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1219586.750000 Penalty: 4571.443848
	Iteration 5Q: 3 clusters Score -1219587 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1219844.125000 Penalty: 4571.443848
	Iteration 6Q: 3 clusters Score -1219844 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1220142.500000 Penalty: 4571.443848
	Iteration 7Q: 3 clusters Score -1220142 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1220482.250000 Penalty: 4571.443848
	Iteration 8Q: 3 clusters Score -1220482 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1220829.000000 Penalty: 4571.443848
	Iteration 9Q: 3 clusters Score -1220829 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1221130.000000 Penalty: 4571.443848
	Iteration 10Q: 3 clusters Score -1221130 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1221346.125000 Penalty: 4571.443848
	Iteration 11Q: 3 clusters Score -1221346 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1221541.000000 Penalty: 4571.443848
	Iteration 12Q: 3 clusters Score -1221541 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1221704.000000 Penalty: 4571.443848
	Iteration 13Q: 3 clusters Score -1221704 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1221839.500000 Penalty: 4571.443848
	Iteration 14Q: 3 clusters Score -1221840 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1221944.750000 Penalty: 4571.443848
	Iteration 15Q: 3 clusters Score -1221945 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1222036.375000 Penalty: 4571.443848
	Iteration 16Q: 3 clusters Score -1222036 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1222120.375000 Penalty: 4571.443848
	Iteration 17Q: 3 clusters Score -1222120 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1222202.000000 Penalty: 4571.443848
	Iteration 18Q: 3 clusters Score -1222202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1222257.625000 Penalty: 4571.443848
	Iteration 19Q: 3 clusters Score -1222258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1222297.500000 Penalty: 4571.443848
	Iteration 20F: 3 clusters Score -1222298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1222325.750000 Penalty: 4571.443848
	Iteration 21Q: 3 clusters Score -1222326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1222338.500000 Penalty: 4571.443848
	Iteration 22Q: 3 clusters Score -1222338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1222345.250000 Penalty: 4571.443848
	Iteration 23Q: 3 clusters Score -1222345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1222356.000000 Penalty: 4571.443848
	Iteration 24Q: 3 clusters Score -1222356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1222368.375000 Penalty: 4571.443848
	Iteration 25Q: 3 clusters Score -1222368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1222374.125000 Penalty: 4571.443848
	Iteration 26Q: 3 clusters Score -1222374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1222372.375000 Penalty: 4571.443848
	Iteration 27Q: 3 clusters Score -1222372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1222377.375000 Penalty: 4571.443848
	Iteration 28Q: 3 clusters Score -1222377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1222379.125000 Penalty: 4571.443848
	Iteration 29Q: 3 clusters Score -1222379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1222381.500000 Penalty: 4571.443848
	Iteration 30Q: 3 clusters Score -1222382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1222382.000000 Penalty: 4571.443848
	Iteration 31Q: 3 clusters Score -1222382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1222383.250000 Penalty: 4571.443848
	Iteration 32Q: 3 clusters Score -1222383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1222384.625000 Penalty: 4571.443848
	Iteration 33Q: 3 clusters Score -1222385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1222386.625000 Penalty: 4571.443848
	Iteration 34Q: 3 clusters Score -1222387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1222388.000000 Penalty: 4571.443848
	Iteration 35Q: 3 clusters Score -1222388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1222388.875000 Penalty: 4571.443848
	Iteration 36Q: 3 clusters Score -1222389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1222388.875000 Penalty: 4571.443848
	Iteration 37F: 3 clusters Score -1222389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -267163.062500 Penalty: 1907.190918
	Iteration 0F: 2 clusters Score -267163.1 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 1094 members 
Entering Unmasked Estep 
Score: -264465.968750 Penalty: 3814.381836
	Iteration 0F: 3 clusters Score -264466 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -265001.218750 Penalty: 3814.381836
	Iteration 1F: 3 clusters Score -265001.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -265133.687500 Penalty: 3814.381836
	Iteration 2F: 3 clusters Score -265133.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -265205.687500 Penalty: 3814.381836
	Iteration 3Q: 3 clusters Score -265205.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -265250.625000 Penalty: 3814.381836
	Iteration 4Q: 3 clusters Score -265250.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -265284.593750 Penalty: 3814.381836
	Iteration 5Q: 3 clusters Score -265284.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -265311.406250 Penalty: 3814.381836
	Iteration 6Q: 3 clusters Score -265311.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -265330.375000 Penalty: 3814.381836
	Iteration 7Q: 3 clusters Score -265330.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -265352.593750 Penalty: 3814.381836
	Iteration 8Q: 3 clusters Score -265352.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -265374.312500 Penalty: 3814.381836
	Iteration 9Q: 3 clusters Score -265374.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -265391.156250 Penalty: 3814.381836
	Iteration 10Q: 3 clusters Score -265391.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -265406.437500 Penalty: 3814.381836
	Iteration 11Q: 3 clusters Score -265406.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -265426.562500 Penalty: 3814.381836
	Iteration 12Q: 3 clusters Score -265426.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -265450.781250 Penalty: 3814.381836
	Iteration 13Q: 3 clusters Score -265450.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -265474.343750 Penalty: 3814.381836
	Iteration 14Q: 3 clusters Score -265474.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -265487.562500 Penalty: 3814.381836
	Iteration 15Q: 3 clusters Score -265487.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -265499.187500 Penalty: 3814.381836
	Iteration 16Q: 3 clusters Score -265499.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -265511.187500 Penalty: 3814.381836
	Iteration 17Q: 3 clusters Score -265511.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -265528.000000 Penalty: 3814.381836
	Iteration 18Q: 3 clusters Score -265528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -265548.406250 Penalty: 3814.381836
	Iteration 19Q: 3 clusters Score -265548.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -265560.406250 Penalty: 3814.381836
	Iteration 20F: 3 clusters Score -265560.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -265568.187500 Penalty: 3814.381836
	Iteration 21Q: 3 clusters Score -265568.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -265578.312500 Penalty: 3814.381836
	Iteration 22Q: 3 clusters Score -265578.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -265590.437500 Penalty: 3814.381836
	Iteration 23Q: 3 clusters Score -265590.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -265598.312500 Penalty: 3814.381836
	Iteration 24Q: 3 clusters Score -265598.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -265606.062500 Penalty: 3814.381836
	Iteration 25Q: 3 clusters Score -265606.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -265614.656250 Penalty: 3814.381836
	Iteration 26Q: 3 clusters Score -265614.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -265622.562500 Penalty: 3814.381836
	Iteration 27Q: 3 clusters Score -265622.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -265631.281250 Penalty: 3814.381836
	Iteration 28Q: 3 clusters Score -265631.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -265639.093750 Penalty: 3814.381836
	Iteration 29Q: 3 clusters Score -265639.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -265649.750000 Penalty: 3814.381836
	Iteration 30Q: 3 clusters Score -265649.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -265659.781250 Penalty: 3814.381836
	Iteration 31Q: 3 clusters Score -265659.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -265672.312500 Penalty: 3814.381836
	Iteration 32Q: 3 clusters Score -265672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -265678.343750 Penalty: 3814.381836
	Iteration 33Q: 3 clusters Score -265678.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -265682.437500 Penalty: 3814.381836
	Iteration 34Q: 3 clusters Score -265682.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -265685.156250 Penalty: 3814.381836
	Iteration 35Q: 3 clusters Score -265685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -265688.406250 Penalty: 3814.381836
	Iteration 36Q: 3 clusters Score -265688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -265688.937500 Penalty: 3814.381836
	Iteration 37Q: 3 clusters Score -265688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -265690.156250 Penalty: 3814.381836
	Iteration 38Q: 3 clusters Score -265690.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -265690.156250 Penalty: 3814.381836
	Iteration 39F: 3 clusters Score -265690.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Entering Unmasked Estep 
Score: -870433.500000 Penalty: 2200.759033
	Iteration 0F: 2 clusters Score -870433.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -864737.125000 Penalty: 4401.518066
	Iteration 0F: 3 clusters Score -864737.1 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -867136.562500 Penalty: 4401.518066
	Iteration 1F: 3 clusters Score -867136.6 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -868555.562500 Penalty: 4401.518066
	Iteration 2F: 3 clusters Score -868555.6 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -869655.437500 Penalty: 4401.518066
	Iteration 3F: 3 clusters Score -869655.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -870213.687500 Penalty: 4401.518066
	Iteration 4F: 3 clusters Score -870213.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -870593.312500 Penalty: 4401.518066
	Iteration 5F: 3 clusters Score -870593.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -870817.312500 Penalty: 4401.518066
	Iteration 6Q: 3 clusters Score -870817.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -870981.687500 Penalty: 4401.518066
	Iteration 7Q: 3 clusters Score -870981.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -871152.312500 Penalty: 4401.518066
	Iteration 8Q: 3 clusters Score -871152.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -871274.375000 Penalty: 4401.518066
	Iteration 9Q: 3 clusters Score -871274.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -871339.750000 Penalty: 4401.518066
	Iteration 10Q: 3 clusters Score -871339.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -871374.187500 Penalty: 4401.518066
	Iteration 11Q: 3 clusters Score -871374.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -871388.875000 Penalty: 4401.518066
	Iteration 12Q: 3 clusters Score -871388.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -871400.562500 Penalty: 4401.518066
	Iteration 13Q: 3 clusters Score -871400.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -871405.812500 Penalty: 4401.518066
	Iteration 14Q: 3 clusters Score -871405.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -871408.687500 Penalty: 4401.518066
	Iteration 15Q: 3 clusters Score -871408.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -871415.250000 Penalty: 4401.518066
	Iteration 16Q: 3 clusters Score -871415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -871416.937500 Penalty: 4401.518066
	Iteration 17Q: 3 clusters Score -871416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -871417.375000 Penalty: 4401.518066
	Iteration 18Q: 3 clusters Score -871417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -871417.437500 Penalty: 4401.518066
	Iteration 19Q: 3 clusters Score -871417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -871417.437500 Penalty: 4401.518066
	Iteration 20F: 3 clusters Score -871417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25633 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 37313 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 63666 members 
Mstep: Class 12 contains 9083 members 
Mstep: Class 13 contains 52403 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 74242 members 
Mstep: Class 16 contains 130344 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 1604 members 
Entering Unmasked Estep 
Score: -77945824.000000 Penalty: 66218.515625
Splitting cluster 10 changes total score from -77931832.000000 to -77945824.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (63666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Entering Unmasked Estep 
Score: -8033503.500000 Penalty: 2743.228760
	Iteration 0F: 2 clusters Score -8033504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -7990868.000000 Penalty: 5486.457520
	Iteration 0F: 3 clusters Score -7990868 nChanged 29563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -8007724.000000 Penalty: 5486.457520
	Iteration 1F: 3 clusters Score -8007724 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -8009249.500000 Penalty: 5486.457520
	Iteration 2Q: 3 clusters Score -8009250 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -8011821.500000 Penalty: 5486.457520
	Iteration 3F: 3 clusters Score -8011822 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -8015306.000000 Penalty: 5486.457520
	Iteration 4F: 3 clusters Score -8015306 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -8019382.500000 Penalty: 5486.457520
	Iteration 5F: 3 clusters Score -8019382 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -8023721.000000 Penalty: 5486.457520
	Iteration 6F: 3 clusters Score -8023721 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -8027503.000000 Penalty: 5486.457520
	Iteration 7F: 3 clusters Score -8027503 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -8029838.000000 Penalty: 5486.457520
	Iteration 8F: 3 clusters Score -8029838 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -8031009.000000 Penalty: 5486.457520
	Iteration 9Q: 3 clusters Score -8031009 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -8031687.500000 Penalty: 5486.457520
	Iteration 10Q: 3 clusters Score -8031688 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -8032188.000000 Penalty: 5486.457520
	Iteration 11Q: 3 clusters Score -8032188 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -8032607.500000 Penalty: 5486.457520
	Iteration 12Q: 3 clusters Score -8032608 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -8032902.500000 Penalty: 5486.457520
	Iteration 13Q: 3 clusters Score -8032902 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -8033185.500000 Penalty: 5486.457520
	Iteration 14Q: 3 clusters Score -8033186 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8033428.500000 Penalty: 5486.457520
	Iteration 15Q: 3 clusters Score -8033428 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -8033604.500000 Penalty: 5486.457520
	Iteration 16Q: 3 clusters Score -8033604 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -8033746.000000 Penalty: 5486.457520
	Iteration 17Q: 3 clusters Score -8033746 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -8033950.000000 Penalty: 5486.457520
	Iteration 18Q: 3 clusters Score -8033950 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -8034105.000000 Penalty: 5486.457520
	Iteration 19Q: 3 clusters Score -8034105 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -8034237.500000 Penalty: 5486.457520
	Iteration 20F: 3 clusters Score -8034238 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -8034388.000000 Penalty: 5486.457520
	Iteration 21Q: 3 clusters Score -8034388 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -8034530.500000 Penalty: 5486.457520
	Iteration 22Q: 3 clusters Score -8034530 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -8034627.500000 Penalty: 5486.457520
	Iteration 23Q: 3 clusters Score -8034628 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -8034695.500000 Penalty: 5486.457520
	Iteration 24Q: 3 clusters Score -8034696 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -8034814.000000 Penalty: 5486.457520
	Iteration 25Q: 3 clusters Score -8034814 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -8034920.000000 Penalty: 5486.457520
	Iteration 26Q: 3 clusters Score -8034920 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -8034978.000000 Penalty: 5486.457520
	Iteration 27Q: 3 clusters Score -8034978 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -8035047.000000 Penalty: 5486.457520
	Iteration 28Q: 3 clusters Score -8035047 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -8035106.000000 Penalty: 5486.457520
	Iteration 29Q: 3 clusters Score -8035106 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -8035151.500000 Penalty: 5486.457520
	Iteration 30Q: 3 clusters Score -8035152 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -8035185.000000 Penalty: 5486.457520
	Iteration 31Q: 3 clusters Score -8035185 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8035200.500000 Penalty: 5486.457520
	Iteration 32Q: 3 clusters Score -8035200 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -8035247.000000 Penalty: 5486.457520
	Iteration 33Q: 3 clusters Score -8035247 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -8035275.500000 Penalty: 5486.457520
	Iteration 34Q: 3 clusters Score -8035276 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -8035313.500000 Penalty: 5486.457520
	Iteration 35Q: 3 clusters Score -8035314 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8035305.500000 Penalty: 5486.457520
	Iteration 36Q: 3 clusters Score -8035306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8035320.000000 Penalty: 5486.457520
	Iteration 37Q: 3 clusters Score -8035320 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8035344.500000 Penalty: 5486.457520
	Iteration 38Q: 3 clusters Score -8035344 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -8035345.500000 Penalty: 5486.457520
	Iteration 39Q: 3 clusters Score -8035346 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -8035368.000000 Penalty: 5486.457520
	Iteration 40F: 3 clusters Score -8035368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -8035365.500000 Penalty: 5486.457520
	Iteration 41Q: 3 clusters Score -8035366 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -8035369.500000 Penalty: 5486.457520
	Iteration 42Q: 3 clusters Score -8035370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -8035377.500000 Penalty: 5486.457520
	Iteration 43Q: 3 clusters Score -8035378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -8035393.500000 Penalty: 5486.457520
	Iteration 44Q: 3 clusters Score -8035394 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8035386.000000 Penalty: 5486.457520
	Iteration 45Q: 3 clusters Score -8035386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8035387.500000 Penalty: 5486.457520
	Iteration 46Q: 3 clusters Score -8035388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -8035381.500000 Penalty: 5486.457520
	Iteration 47Q: 3 clusters Score -8035382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -8035387.500000 Penalty: 5486.457520
	Iteration 48Q: 3 clusters Score -8035388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -8035374.000000 Penalty: 5486.457520
	Iteration 49Q: 3 clusters Score -8035374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -8035381.000000 Penalty: 5486.457520
	Iteration 50Q: 3 clusters Score -8035381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -8035382.000000 Penalty: 5486.457520
	Iteration 51Q: 3 clusters Score -8035382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8035392.500000 Penalty: 5486.457520
	Iteration 52Q: 3 clusters Score -8035392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8035387.000000 Penalty: 5486.457520
	Iteration 53Q: 3 clusters Score -8035387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -8035410.000000 Penalty: 5486.457520
	Iteration 54Q: 3 clusters Score -8035410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -8035420.000000 Penalty: 5486.457520
	Iteration 55Q: 3 clusters Score -8035420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -8035437.500000 Penalty: 5486.457520
	Iteration 56Q: 3 clusters Score -8035438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -8035430.500000 Penalty: 5486.457520
	Iteration 57Q: 3 clusters Score -8035430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -8035426.000000 Penalty: 5486.457520
	Iteration 58Q: 3 clusters Score -8035426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8035433.500000 Penalty: 5486.457520
	Iteration 59Q: 3 clusters Score -8035434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -8035424.000000 Penalty: 5486.457520
	Iteration 60F: 3 clusters Score -8035424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -8035409.500000 Penalty: 5486.457520
	Iteration 61Q: 3 clusters Score -8035410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -8035417.000000 Penalty: 5486.457520
	Iteration 62Q: 3 clusters Score -8035417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -8035424.000000 Penalty: 5486.457520
	Iteration 63Q: 3 clusters Score -8035424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -8035434.000000 Penalty: 5486.457520
	Iteration 64Q: 3 clusters Score -8035434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -8035421.500000 Penalty: 5486.457520
	Iteration 65Q: 3 clusters Score -8035422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8035423.500000 Penalty: 5486.457520
	Iteration 66Q: 3 clusters Score -8035424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -8035426.000000 Penalty: 5486.457520
	Iteration 67Q: 3 clusters Score -8035426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -8035427.000000 Penalty: 5486.457520
	Iteration 68Q: 3 clusters Score -8035427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -8035448.000000 Penalty: 5486.457520
	Iteration 69Q: 3 clusters Score -8035448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8035448.000000 Penalty: 5486.457520
	Iteration 70Q: 3 clusters Score -8035448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -8035448.000000 Penalty: 5486.457520
	Iteration 71Q: 3 clusters Score -8035448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -8035446.500000 Penalty: 5486.457520
	Iteration 72Q: 3 clusters Score -8035446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -8035442.000000 Penalty: 5486.457520
	Iteration 73Q: 3 clusters Score -8035442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -8035443.500000 Penalty: 5486.457520
	Iteration 74Q: 3 clusters Score -8035444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -8035439.500000 Penalty: 5486.457520
	Iteration 75Q: 3 clusters Score -8035440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -8035435.000000 Penalty: 5486.457520
	Iteration 76Q: 3 clusters Score -8035435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -8035443.000000 Penalty: 5486.457520
	Iteration 77Q: 3 clusters Score -8035443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -8035452.000000 Penalty: 5486.457520
	Iteration 78Q: 3 clusters Score -8035452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -8035446.500000 Penalty: 5486.457520
	Iteration 79Q: 3 clusters Score -8035446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -8035445.000000 Penalty: 5486.457520
	Iteration 80F: 3 clusters Score -8035445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -8035442.000000 Penalty: 5486.457520
	Iteration 81Q: 3 clusters Score -8035442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -8035437.000000 Penalty: 5486.457520
	Iteration 82Q: 3 clusters Score -8035437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -8035443.000000 Penalty: 5486.457520
	Iteration 83Q: 3 clusters Score -8035443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -8035443.000000 Penalty: 5486.457520
	Iteration 84Q: 3 clusters Score -8035443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -8035448.000000 Penalty: 5486.457520
	Iteration 85Q: 3 clusters Score -8035448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8035447.500000 Penalty: 5486.457520
	Iteration 86Q: 3 clusters Score -8035448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -8035449.000000 Penalty: 5486.457520
	Iteration 87Q: 3 clusters Score -8035449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8035447.500000 Penalty: 5486.457520
	Iteration 88Q: 3 clusters Score -8035448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8035447.500000 Penalty: 5486.457520
	Iteration 89F: 3 clusters Score -8035448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25633 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 37313 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 17965 members 
Mstep: Class 12 contains 9083 members 
Mstep: Class 13 contains 52403 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 74242 members 
Mstep: Class 16 contains 130344 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 1604 members 
Mstep: Class 21 contains 45701 members 
Entering Unmasked Estep 
Score: -77946784.000000 Penalty: 69529.437500
Splitting cluster 11 changes total score from -77931832.000000 to -77946784.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (9083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Entering Unmasked Estep 
Score: -1080371.125000 Penalty: 2260.311523
	Iteration 0F: 2 clusters Score -1080371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1073553.375000 Penalty: 4520.623047
	Iteration 0F: 3 clusters Score -1073553 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1077902.125000 Penalty: 4520.623047
	Iteration 1F: 3 clusters Score -1077902 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1080949.750000 Penalty: 4520.623047
	Iteration 2F: 3 clusters Score -1080950 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1082435.250000 Penalty: 4520.623047
	Iteration 3F: 3 clusters Score -1082435 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1082874.625000 Penalty: 4520.623047
	Iteration 4F: 3 clusters Score -1082875 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1083006.125000 Penalty: 4520.623047
	Iteration 5Q: 3 clusters Score -1083006 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1083061.875000 Penalty: 4520.623047
	Iteration 6Q: 3 clusters Score -1083062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1083088.625000 Penalty: 4520.623047
	Iteration 7Q: 3 clusters Score -1083089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1083103.500000 Penalty: 4520.623047
	Iteration 8Q: 3 clusters Score -1083104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1083111.125000 Penalty: 4520.623047
	Iteration 9Q: 3 clusters Score -1083111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1083119.125000 Penalty: 4520.623047
	Iteration 10Q: 3 clusters Score -1083119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1083123.000000 Penalty: 4520.623047
	Iteration 11Q: 3 clusters Score -1083123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1083131.000000 Penalty: 4520.623047
	Iteration 12Q: 3 clusters Score -1083131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1083137.625000 Penalty: 4520.623047
	Iteration 13Q: 3 clusters Score -1083138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1083139.875000 Penalty: 4520.623047
	Iteration 14Q: 3 clusters Score -1083140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1083141.750000 Penalty: 4520.623047
	Iteration 15Q: 3 clusters Score -1083142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1083146.125000 Penalty: 4520.623047
	Iteration 16Q: 3 clusters Score -1083146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1083147.375000 Penalty: 4520.623047
	Iteration 17Q: 3 clusters Score -1083147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1083150.125000 Penalty: 4520.623047
	Iteration 18Q: 3 clusters Score -1083150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1083151.875000 Penalty: 4520.623047
	Iteration 19Q: 3 clusters Score -1083152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1083152.125000 Penalty: 4520.623047
	Iteration 20F: 3 clusters Score -1083152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1083154.250000 Penalty: 4520.623047
	Iteration 21Q: 3 clusters Score -1083154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1083153.375000 Penalty: 4520.623047
	Iteration 22Q: 3 clusters Score -1083153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1083154.500000 Penalty: 4520.623047
	Iteration 23Q: 3 clusters Score -1083154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1083154.500000 Penalty: 4520.623047
	Iteration 24F: 3 clusters Score -1083154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25633 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 37313 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 17965 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 52403 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 74242 members 
Mstep: Class 16 contains 130344 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 1604 members 
Mstep: Class 21 contains 45701 members 
Mstep: Class 22 contains 6608 members 
Entering Unmasked Estep 
Score: -77948464.000000 Penalty: 72840.367188
Splitting cluster 12 changes total score from -77931832.000000 to -77948464.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (52403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Entering Unmasked Estep 
Score: -6719485.500000 Penalty: 2694.946289
	Iteration 0F: 2 clusters Score -6719486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -6684218.000000 Penalty: 5389.892578
	Iteration 0F: 3 clusters Score -6684218 nChanged 24439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6697852.000000 Penalty: 5389.892578
	Iteration 1F: 3 clusters Score -6697852 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -6698583.000000 Penalty: 5389.892578
	Iteration 2Q: 3 clusters Score -6698583 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -6699584.500000 Penalty: 5389.892578
	Iteration 3Q: 3 clusters Score -6699584 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -6700723.500000 Penalty: 5389.892578
	Iteration 4F: 3 clusters Score -6700724 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -6702484.000000 Penalty: 5389.892578
	Iteration 5F: 3 clusters Score -6702484 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -6704857.000000 Penalty: 5389.892578
	Iteration 6F: 3 clusters Score -6704857 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -6707931.000000 Penalty: 5389.892578
	Iteration 7F: 3 clusters Score -6707931 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -6711178.000000 Penalty: 5389.892578
	Iteration 8F: 3 clusters Score -6711178 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -6713947.000000 Penalty: 5389.892578
	Iteration 9F: 3 clusters Score -6713947 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6715661.000000 Penalty: 5389.892578
	Iteration 10Q: 3 clusters Score -6715661 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6716536.500000 Penalty: 5389.892578
	Iteration 11Q: 3 clusters Score -6716536 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6716960.000000 Penalty: 5389.892578
	Iteration 12Q: 3 clusters Score -6716960 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6717149.000000 Penalty: 5389.892578
	Iteration 13Q: 3 clusters Score -6717149 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6717267.500000 Penalty: 5389.892578
	Iteration 14Q: 3 clusters Score -6717268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6717338.500000 Penalty: 5389.892578
	Iteration 15Q: 3 clusters Score -6717338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6717376.000000 Penalty: 5389.892578
	Iteration 16Q: 3 clusters Score -6717376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6717410.000000 Penalty: 5389.892578
	Iteration 17Q: 3 clusters Score -6717410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6717427.500000 Penalty: 5389.892578
	Iteration 18Q: 3 clusters Score -6717428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6717432.000000 Penalty: 5389.892578
	Iteration 19Q: 3 clusters Score -6717432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6717454.500000 Penalty: 5389.892578
	Iteration 20F: 3 clusters Score -6717454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6717464.500000 Penalty: 5389.892578
	Iteration 21Q: 3 clusters Score -6717464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6717477.000000 Penalty: 5389.892578
	Iteration 22Q: 3 clusters Score -6717477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6717477.000000 Penalty: 5389.892578
	Iteration 23Q: 3 clusters Score -6717477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6717497.500000 Penalty: 5389.892578
	Iteration 24Q: 3 clusters Score -6717498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6717518.500000 Penalty: 5389.892578
	Iteration 25Q: 3 clusters Score -6717518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6717521.000000 Penalty: 5389.892578
	Iteration 26Q: 3 clusters Score -6717521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6717526.500000 Penalty: 5389.892578
	Iteration 27Q: 3 clusters Score -6717526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6717534.500000 Penalty: 5389.892578
	Iteration 28Q: 3 clusters Score -6717534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6717532.000000 Penalty: 5389.892578
	Iteration 29Q: 3 clusters Score -6717532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6717538.000000 Penalty: 5389.892578
	Iteration 30Q: 3 clusters Score -6717538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6717545.000000 Penalty: 5389.892578
	Iteration 31Q: 3 clusters Score -6717545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6717549.500000 Penalty: 5389.892578
	Iteration 32Q: 3 clusters Score -6717550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6717555.000000 Penalty: 5389.892578
	Iteration 33Q: 3 clusters Score -6717555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6717552.000000 Penalty: 5389.892578
	Iteration 34Q: 3 clusters Score -6717552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6717549.000000 Penalty: 5389.892578
	Iteration 35Q: 3 clusters Score -6717549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6717549.000000 Penalty: 5389.892578
	Iteration 36F: 3 clusters Score -6717549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155279 members 
Entering Unmasked Estep 
Score: -19896060.000000 Penalty: 2964.338867
	Iteration 0F: 2 clusters Score -1.989606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -19792054.000000 Penalty: 5928.677734
	Iteration 0F: 3 clusters Score -1.979205e+07 nChanged 74653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -19835064.000000 Penalty: 5928.677734
	Iteration 1F: 3 clusters Score -1.983506e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -19835956.000000 Penalty: 5928.677734
	Iteration 2Q: 3 clusters Score -1.983596e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -19836912.000000 Penalty: 5928.677734
	Iteration 3Q: 3 clusters Score -1.983691e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 78690 members 
Entering Unmasked Estep 
Score: -19837876.000000 Penalty: 5928.677734
	Iteration 4Q: 3 clusters Score -1.983788e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -19838956.000000 Penalty: 5928.677734
	Iteration 5Q: 3 clusters Score -1.983896e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -19840208.000000 Penalty: 5928.677734
	Iteration 6Q: 3 clusters Score -1.984021e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -19841856.000000 Penalty: 5928.677734
	Iteration 7Q: 3 clusters Score -1.984186e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
Score: -19843710.000000 Penalty: 5928.677734
	Iteration 8Q: 3 clusters Score -1.984371e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -19846206.000000 Penalty: 5928.677734
	Iteration 9Q: 3 clusters Score -1.984621e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 93344 members 
Entering Unmasked Estep 
Score: -19848954.000000 Penalty: 5928.677734
	Iteration 10Q: 3 clusters Score -1.984895e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -19852634.000000 Penalty: 5928.677734
	Iteration 11Q: 3 clusters Score -1.985263e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 106587 members 
Entering Unmasked Estep 
Score: -19857244.000000 Penalty: 5928.677734
	Iteration 12F: 3 clusters Score -1.985724e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 114886 members 
Entering Unmasked Estep 
Score: -19862962.000000 Penalty: 5928.677734
	Iteration 13F: 3 clusters Score -1.986296e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 123524 members 
Entering Unmasked Estep 
Score: -19869444.000000 Penalty: 5928.677734
	Iteration 14F: 3 clusters Score -1.986944e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 131785 members 
Entering Unmasked Estep 
Score: -19875610.000000 Penalty: 5928.677734
	Iteration 15F: 3 clusters Score -1.987561e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 138913 members 
Entering Unmasked Estep 
Score: -19881084.000000 Penalty: 5928.677734
	Iteration 16Q: 3 clusters Score -1.988108e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 144453 members 
Entering Unmasked Estep 
Score: -19885408.000000 Penalty: 5928.677734
	Iteration 17Q: 3 clusters Score -1.988541e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 148471 members 
Entering Unmasked Estep 
Score: -19888674.000000 Penalty: 5928.677734
	Iteration 18Q: 3 clusters Score -1.988867e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 151221 members 
Entering Unmasked Estep 
Score: -19890816.000000 Penalty: 5928.677734
	Iteration 19Q: 3 clusters Score -1.989082e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 152840 members 
Entering Unmasked Estep 
Score: -19892082.000000 Penalty: 5928.677734
	Iteration 20F: 3 clusters Score -1.989208e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 153693 members 
Entering Unmasked Estep 
Score: -19892672.000000 Penalty: 5928.677734
	Iteration 21Q: 3 clusters Score -1.989267e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 154149 members 
Entering Unmasked Estep 
Score: -19892976.000000 Penalty: 5928.677734
	Iteration 22Q: 3 clusters Score -1.989298e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 154381 members 
Entering Unmasked Estep 
Score: -19893200.000000 Penalty: 5928.677734
	Iteration 23Q: 3 clusters Score -1.98932e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -19893328.000000 Penalty: 5928.677734
	Iteration 24Q: 3 clusters Score -1.989333e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 154591 members 
Entering Unmasked Estep 
Score: -19893414.000000 Penalty: 5928.677734
	Iteration 25Q: 3 clusters Score -1.989341e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 154637 members 
Entering Unmasked Estep 
Score: -19893462.000000 Penalty: 5928.677734
	Iteration 26Q: 3 clusters Score -1.989346e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 154667 members 
Entering Unmasked Estep 
Score: -19893486.000000 Penalty: 5928.677734
	Iteration 27Q: 3 clusters Score -1.989349e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 154694 members 
Entering Unmasked Estep 
Score: -19893532.000000 Penalty: 5928.677734
	Iteration 28Q: 3 clusters Score -1.989353e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 154701 members 
Entering Unmasked Estep 
Score: -19893562.000000 Penalty: 5928.677734
	Iteration 29Q: 3 clusters Score -1.989356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 154708 members 
Entering Unmasked Estep 
Score: -19893576.000000 Penalty: 5928.677734
	Iteration 30Q: 3 clusters Score -1.989358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 154711 members 
Entering Unmasked Estep 
Score: -19893572.000000 Penalty: 5928.677734
	Iteration 31Q: 3 clusters Score -1.989357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 154714 members 
Entering Unmasked Estep 
Score: -19893574.000000 Penalty: 5928.677734
	Iteration 32Q: 3 clusters Score -1.989357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 154716 members 
Entering Unmasked Estep 
Score: -19893590.000000 Penalty: 5928.677734
	Iteration 33Q: 3 clusters Score -1.989359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 154718 members 
Entering Unmasked Estep 
Score: -19893588.000000 Penalty: 5928.677734
	Iteration 34Q: 3 clusters Score -1.989359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 154717 members 
Entering Unmasked Estep 
Score: -19893588.000000 Penalty: 5928.677734
	Iteration 35Q: 3 clusters Score -1.989359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 154717 members 
Entering Unmasked Estep 
Score: -19893588.000000 Penalty: 5928.677734
	Iteration 36F: 3 clusters Score -1.989359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74242 members 
Entering Unmasked Estep 
Score: -9541522.000000 Penalty: 2781.341064
	Iteration 0F: 2 clusters Score -9541522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -9491808.000000 Penalty: 5562.682129
	Iteration 0F: 3 clusters Score -9491808 nChanged 34951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -9512398.000000 Penalty: 5562.682129
	Iteration 1F: 3 clusters Score -9512398 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -9513799.000000 Penalty: 5562.682129
	Iteration 2Q: 3 clusters Score -9513799 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -9515681.000000 Penalty: 5562.682129
	Iteration 3F: 3 clusters Score -9515681 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -9517835.000000 Penalty: 5562.682129
	Iteration 4F: 3 clusters Score -9517835 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -9520146.000000 Penalty: 5562.682129
	Iteration 5F: 3 clusters Score -9520146 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -9522070.000000 Penalty: 5562.682129
	Iteration 6F: 3 clusters Score -9522070 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -9523507.000000 Penalty: 5562.682129
	Iteration 7Q: 3 clusters Score -9523507 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -9524723.000000 Penalty: 5562.682129
	Iteration 8Q: 3 clusters Score -9524723 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -9525669.000000 Penalty: 5562.682129
	Iteration 9Q: 3 clusters Score -9525669 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -9526446.000000 Penalty: 5562.682129
	Iteration 10Q: 3 clusters Score -9526446 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -9527134.000000 Penalty: 5562.682129
	Iteration 11Q: 3 clusters Score -9527134 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -9528082.000000 Penalty: 5562.682129
	Iteration 12Q: 3 clusters Score -9528082 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -9528988.000000 Penalty: 5562.682129
	Iteration 13Q: 3 clusters Score -9528988 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -9530178.000000 Penalty: 5562.682129
	Iteration 14Q: 3 clusters Score -9530178 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -9531510.000000 Penalty: 5562.682129
	Iteration 15Q: 3 clusters Score -9531510 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -9533060.000000 Penalty: 5562.682129
	Iteration 16Q: 3 clusters Score -9533060 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -9534613.000000 Penalty: 5562.682129
	Iteration 17Q: 3 clusters Score -9534613 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -9536026.000000 Penalty: 5562.682129
	Iteration 18Q: 3 clusters Score -9536026 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -9537163.000000 Penalty: 5562.682129
	Iteration 19Q: 3 clusters Score -9537163 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9537859.000000 Penalty: 5562.682129
	Iteration 20F: 3 clusters Score -9537859 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9538293.000000 Penalty: 5562.682129
	Iteration 21Q: 3 clusters Score -9538293 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9538670.000000 Penalty: 5562.682129
	Iteration 22Q: 3 clusters Score -9538670 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73565 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9538846.000000 Penalty: 5562.682129
	Iteration 23Q: 3 clusters Score -9538846 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9538953.000000 Penalty: 5562.682129
	Iteration 24Q: 3 clusters Score -9538953 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9539008.000000 Penalty: 5562.682129
	Iteration 25Q: 3 clusters Score -9539008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9539055.000000 Penalty: 5562.682129
	Iteration 26Q: 3 clusters Score -9539055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9539093.000000 Penalty: 5562.682129
	Iteration 27Q: 3 clusters Score -9539093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9539108.000000 Penalty: 5562.682129
	Iteration 28Q: 3 clusters Score -9539108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9539121.000000 Penalty: 5562.682129
	Iteration 29Q: 3 clusters Score -9539121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9539134.000000 Penalty: 5562.682129
	Iteration 30Q: 3 clusters Score -9539134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9539127.000000 Penalty: 5562.682129
	Iteration 31Q: 3 clusters Score -9539127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9539127.000000 Penalty: 5562.682129
	Iteration 32Q: 3 clusters Score -9539127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9539127.000000 Penalty: 5562.682129
	Iteration 33Q: 3 clusters Score -9539127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9539129.000000 Penalty: 5562.682129
	Iteration 34Q: 3 clusters Score -9539129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9539135.000000 Penalty: 5562.682129
	Iteration 35Q: 3 clusters Score -9539135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9539137.000000 Penalty: 5562.682129
	Iteration 36Q: 3 clusters Score -9539137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9539147.000000 Penalty: 5562.682129
	Iteration 37Q: 3 clusters Score -9539147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9539147.000000 Penalty: 5562.682129
	Iteration 38Q: 3 clusters Score -9539147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73838 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9539155.000000 Penalty: 5562.682129
	Iteration 39Q: 3 clusters Score -9539155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9539161.000000 Penalty: 5562.682129
	Iteration 40F: 3 clusters Score -9539161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9539160.000000 Penalty: 5562.682129
	Iteration 41Q: 3 clusters Score -9539160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9539165.000000 Penalty: 5562.682129
	Iteration 42Q: 3 clusters Score -9539165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9539173.000000 Penalty: 5562.682129
	Iteration 43Q: 3 clusters Score -9539173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9539177.000000 Penalty: 5562.682129
	Iteration 44Q: 3 clusters Score -9539177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9539183.000000 Penalty: 5562.682129
	Iteration 45Q: 3 clusters Score -9539183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9539185.000000 Penalty: 5562.682129
	Iteration 46Q: 3 clusters Score -9539185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9539189.000000 Penalty: 5562.682129
	Iteration 47Q: 3 clusters Score -9539189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9539185.000000 Penalty: 5562.682129
	Iteration 48Q: 3 clusters Score -9539185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9539181.000000 Penalty: 5562.682129
	Iteration 49Q: 3 clusters Score -9539181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9539181.000000 Penalty: 5562.682129
	Iteration 50F: 3 clusters Score -9539181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130344 members 
Entering Unmasked Estep 
Score: -16516303.000000 Penalty: 2920.927246
	Iteration 0F: 2 clusters Score -1.65163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -16429372.000000 Penalty: 5841.854492
	Iteration 0F: 3 clusters Score -1.642937e+07 nChanged 62249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -16468241.000000 Penalty: 5841.854492
	Iteration 1F: 3 clusters Score -1.646824e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -16472981.000000 Penalty: 5841.854492
	Iteration 2F: 3 clusters Score -1.647298e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -16479268.000000 Penalty: 5841.854492
	Iteration 3F: 3 clusters Score -1.647927e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -16484810.000000 Penalty: 5841.854492
	Iteration 4F: 3 clusters Score -1.648481e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -16489549.000000 Penalty: 5841.854492
	Iteration 5F: 3 clusters Score -1.648955e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -16493159.000000 Penalty: 5841.854492
	Iteration 6F: 3 clusters Score -1.649316e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -16495778.000000 Penalty: 5841.854492
	Iteration 7Q: 3 clusters Score -1.649578e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -16498167.000000 Penalty: 5841.854492
	Iteration 8Q: 3 clusters Score -1.649817e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -16500480.000000 Penalty: 5841.854492
	Iteration 9Q: 3 clusters Score -1.650048e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -16503075.000000 Penalty: 5841.854492
	Iteration 10Q: 3 clusters Score -1.650308e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -16505899.000000 Penalty: 5841.854492
	Iteration 11Q: 3 clusters Score -1.65059e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -16508640.000000 Penalty: 5841.854492
	Iteration 12Q: 3 clusters Score -1.650864e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -16510769.000000 Penalty: 5841.854492
	Iteration 13Q: 3 clusters Score -1.651077e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -16512748.000000 Penalty: 5841.854492
	Iteration 14Q: 3 clusters Score -1.651275e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -16514218.000000 Penalty: 5841.854492
	Iteration 15Q: 3 clusters Score -1.651422e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 104100 members 
Entering Unmasked Estep 
Score: -16515577.000000 Penalty: 5841.854492
	Iteration 16Q: 3 clusters Score -1.651558e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 106107 members 
Entering Unmasked Estep 
Score: -16516697.000000 Penalty: 5841.854492
	Iteration 17Q: 3 clusters Score -1.65167e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 107819 members 
Entering Unmasked Estep 
Score: -16517576.000000 Penalty: 5841.854492
	Iteration 18Q: 3 clusters Score -1.651758e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -16518182.000000 Penalty: 5841.854492
	Iteration 19Q: 3 clusters Score -1.651818e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 110384 members 
Entering Unmasked Estep 
Score: -16518663.000000 Penalty: 5841.854492
	Iteration 20F: 3 clusters Score -1.651866e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -16519010.000000 Penalty: 5841.854492
	Iteration 21Q: 3 clusters Score -1.651901e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 112211 members 
Entering Unmasked Estep 
Score: -16519280.000000 Penalty: 5841.854492
	Iteration 22Q: 3 clusters Score -1.651928e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 112962 members 
Entering Unmasked Estep 
Score: -16519568.000000 Penalty: 5841.854492
	Iteration 23Q: 3 clusters Score -1.651957e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 113617 members 
Entering Unmasked Estep 
Score: -16519782.000000 Penalty: 5841.854492
	Iteration 24Q: 3 clusters Score -1.651978e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 114175 members 
Entering Unmasked Estep 
Score: -16519927.000000 Penalty: 5841.854492
	Iteration 25Q: 3 clusters Score -1.651993e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 114649 members 
Entering Unmasked Estep 
Score: -16520018.000000 Penalty: 5841.854492
	Iteration 26Q: 3 clusters Score -1.652002e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 115062 members 
Entering Unmasked Estep 
Score: -16520138.000000 Penalty: 5841.854492
	Iteration 27Q: 3 clusters Score -1.652014e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 115390 members 
Entering Unmasked Estep 
Score: -16520171.000000 Penalty: 5841.854492
	Iteration 28Q: 3 clusters Score -1.652017e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 115677 members 
Entering Unmasked Estep 
Score: -16520206.000000 Penalty: 5841.854492
	Iteration 29Q: 3 clusters Score -1.652021e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 115932 members 
Entering Unmasked Estep 
Score: -16520223.000000 Penalty: 5841.854492
	Iteration 30Q: 3 clusters Score -1.652022e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 116148 members 
Entering Unmasked Estep 
Score: -16520307.000000 Penalty: 5841.854492
	Iteration 31Q: 3 clusters Score -1.652031e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 116337 members 
Entering Unmasked Estep 
Score: -16520312.000000 Penalty: 5841.854492
	Iteration 32Q: 3 clusters Score -1.652031e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 116509 members 
Entering Unmasked Estep 
Score: -16520346.000000 Penalty: 5841.854492
	Iteration 33Q: 3 clusters Score -1.652035e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -16520338.000000 Penalty: 5841.854492
	Iteration 34Q: 3 clusters Score -1.652034e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 116762 members 
Entering Unmasked Estep 
Score: -16520373.000000 Penalty: 5841.854492
	Iteration 35Q: 3 clusters Score -1.652037e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 116839 members 
Entering Unmasked Estep 
Score: -16520384.000000 Penalty: 5841.854492
	Iteration 36Q: 3 clusters Score -1.652038e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -16520402.000000 Penalty: 5841.854492
	Iteration 37Q: 3 clusters Score -1.65204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -16520399.000000 Penalty: 5841.854492
	Iteration 38Q: 3 clusters Score -1.65204e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 117000 members 
Entering Unmasked Estep 
Score: -16520394.000000 Penalty: 5841.854492
	Iteration 39Q: 3 clusters Score -1.652039e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 117048 members 
Entering Unmasked Estep 
Score: -16520387.000000 Penalty: 5841.854492
	Iteration 40F: 3 clusters Score -1.652039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 117089 members 
Entering Unmasked Estep 
Score: -16520387.000000 Penalty: 5841.854492
	Iteration 41Q: 3 clusters Score -1.652039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 117131 members 
Entering Unmasked Estep 
Score: -16520371.000000 Penalty: 5841.854492
	Iteration 42Q: 3 clusters Score -1.652037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 117180 members 
Entering Unmasked Estep 
Score: -16520385.000000 Penalty: 5841.854492
	Iteration 43Q: 3 clusters Score -1.652038e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 117225 members 
Entering Unmasked Estep 
Score: -16520372.000000 Penalty: 5841.854492
	Iteration 44Q: 3 clusters Score -1.652037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -16520372.000000 Penalty: 5841.854492
	Iteration 45Q: 3 clusters Score -1.652037e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 117286 members 
Entering Unmasked Estep 
Score: -16520375.000000 Penalty: 5841.854492
	Iteration 46Q: 3 clusters Score -1.652038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -16520355.000000 Penalty: 5841.854492
	Iteration 47Q: 3 clusters Score -1.652036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -16520373.000000 Penalty: 5841.854492
	Iteration 48Q: 3 clusters Score -1.652037e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 117341 members 
Entering Unmasked Estep 
Score: -16520378.000000 Penalty: 5841.854492
	Iteration 49Q: 3 clusters Score -1.652038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 117352 members 
Entering Unmasked Estep 
Score: -16520383.000000 Penalty: 5841.854492
	Iteration 50Q: 3 clusters Score -1.652038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 117360 members 
Entering Unmasked Estep 
Score: -16520378.000000 Penalty: 5841.854492
	Iteration 51Q: 3 clusters Score -1.652038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 117367 members 
Entering Unmasked Estep 
Score: -16520375.000000 Penalty: 5841.854492
	Iteration 52Q: 3 clusters Score -1.652038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -16520378.000000 Penalty: 5841.854492
	Iteration 53Q: 3 clusters Score -1.652038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -16520374.000000 Penalty: 5841.854492
	Iteration 54Q: 3 clusters Score -1.652037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -16520379.000000 Penalty: 5841.854492
	Iteration 55Q: 3 clusters Score -1.652038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -16520379.000000 Penalty: 5841.854492
	Iteration 56F: 3 clusters Score -1.652038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25633 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 37313 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 17965 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 52403 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 74242 members 
Mstep: Class 16 contains 12969 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 1604 members 
Mstep: Class 21 contains 45701 members 
Mstep: Class 22 contains 6608 members 
Mstep: Class 23 contains 117375 members 
Entering Unmasked Estep 
Score: -77952080.000000 Penalty: 76151.289062
Splitting cluster 16 changes total score from -77931832.000000 to -77952080.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -489410.312500 Penalty: 2073.239746
	Iteration 0F: 2 clusters Score -489410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -485427.906250 Penalty: 4146.479492
	Iteration 0F: 3 clusters Score -485427.9 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -486912.656250 Penalty: 4146.479492
	Iteration 1F: 3 clusters Score -486912.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -487696.687500 Penalty: 4146.479492
	Iteration 2F: 3 clusters Score -487696.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -488309.593750 Penalty: 4146.479492
	Iteration 3F: 3 clusters Score -488309.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -488668.343750 Penalty: 4146.479492
	Iteration 4F: 3 clusters Score -488668.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -488953.937500 Penalty: 4146.479492
	Iteration 5F: 3 clusters Score -488953.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -489097.968750 Penalty: 4146.479492
	Iteration 6Q: 3 clusters Score -489098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -489148.687500 Penalty: 4146.479492
	Iteration 7Q: 3 clusters Score -489148.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -489179.562500 Penalty: 4146.479492
	Iteration 8Q: 3 clusters Score -489179.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -489209.000000 Penalty: 4146.479492
	Iteration 9Q: 3 clusters Score -489209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -489233.281250 Penalty: 4146.479492
	Iteration 10Q: 3 clusters Score -489233.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -489249.031250 Penalty: 4146.479492
	Iteration 11Q: 3 clusters Score -489249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -489257.218750 Penalty: 4146.479492
	Iteration 12Q: 3 clusters Score -489257.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -489261.562500 Penalty: 4146.479492
	Iteration 13Q: 3 clusters Score -489261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -489265.750000 Penalty: 4146.479492
	Iteration 14Q: 3 clusters Score -489265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -489269.468750 Penalty: 4146.479492
	Iteration 15Q: 3 clusters Score -489269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -489271.406250 Penalty: 4146.479492
	Iteration 16Q: 3 clusters Score -489271.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -489275.250000 Penalty: 4146.479492
	Iteration 17Q: 3 clusters Score -489275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -489276.937500 Penalty: 4146.479492
	Iteration 18Q: 3 clusters Score -489276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -489276.843750 Penalty: 4146.479492
	Iteration 19Q: 3 clusters Score -489276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -489279.375000 Penalty: 4146.479492
	Iteration 20F: 3 clusters Score -489279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -489279.531250 Penalty: 4146.479492
	Iteration 21Q: 3 clusters Score -489279.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -489279.531250 Penalty: 4146.479492
	Iteration 22F: 3 clusters Score -489279.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -201557.421875 Penalty: 1871.256592
	Iteration 0F: 2 clusters Score -201557.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -199408.765625 Penalty: 3742.513184
	Iteration 0F: 3 clusters Score -199408.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -201436.031250 Penalty: 3742.513184
	Iteration 1F: 3 clusters Score -201436 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -202716.406250 Penalty: 3742.513184
	Iteration 2F: 3 clusters Score -202716.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -203533.390625 Penalty: 3742.513184
	Iteration 3F: 3 clusters Score -203533.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204520.640625 Penalty: 3742.513184
	Iteration 4F: 3 clusters Score -204520.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -204996.875000 Penalty: 3742.513184
	Iteration 5Q: 3 clusters Score -204996.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -205420.109375 Penalty: 3742.513184
	Iteration 6Q: 3 clusters Score -205420.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -205959.546875 Penalty: 3742.513184
	Iteration 7Q: 3 clusters Score -205959.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -206317.296875 Penalty: 3742.513184
	Iteration 8Q: 3 clusters Score -206317.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -206603.937500 Penalty: 3742.513184
	Iteration 9Q: 3 clusters Score -206603.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -207150.078125 Penalty: 3742.513184
	Iteration 10Q: 3 clusters Score -207150.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -207689.515625 Penalty: 3742.513184
	Iteration 11Q: 3 clusters Score -207689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -207783.265625 Penalty: 3742.513184
	Iteration 12Q: 3 clusters Score -207783.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -207852.125000 Penalty: 3742.513184
	Iteration 13Q: 3 clusters Score -207852.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -207890.187500 Penalty: 3742.513184
	Iteration 14Q: 3 clusters Score -207890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -207926.359375 Penalty: 3742.513184
	Iteration 15Q: 3 clusters Score -207926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -207937.312500 Penalty: 3742.513184
	Iteration 16Q: 3 clusters Score -207937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -207940.625000 Penalty: 3742.513184
	Iteration 17Q: 3 clusters Score -207940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -207946.609375 Penalty: 3742.513184
	Iteration 18Q: 3 clusters Score -207946.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -207950.015625 Penalty: 3742.513184
	Iteration 19Q: 3 clusters Score -207950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -207959.171875 Penalty: 3742.513184
	Iteration 20F: 3 clusters Score -207959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -207975.750000 Penalty: 3742.513184
	Iteration 21Q: 3 clusters Score -207975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -207979.234375 Penalty: 3742.513184
	Iteration 22Q: 3 clusters Score -207979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -207980.546875 Penalty: 3742.513184
	Iteration 23Q: 3 clusters Score -207980.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -207980.546875 Penalty: 3742.513184
	Iteration 24F: 3 clusters Score -207980.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25633 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 37313 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 17965 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 52403 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 74242 members 
Mstep: Class 16 contains 12969 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1604 members 
Mstep: Class 21 contains 45701 members 
Mstep: Class 22 contains 6608 members 
Mstep: Class 23 contains 117375 members 
Mstep: Class 24 contains 1389 members 
Entering Unmasked Estep 
Score: -77956880.000000 Penalty: 79462.218750
Splitting cluster 19 changes total score from -77931832.000000 to -77956880.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25633 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 37313 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 17965 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 52403 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 74242 members 
Mstep: Class 16 contains 12969 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77963544.000000 Penalty: 79462.218750
Iteration 39Q: 25 clusters Score -7.796354e+07 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25636 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 37557 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 2160 members 
Mstep: Class 10 contains 5574 members 
Mstep: Class 11 contains 18533 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 52831 members 
Mstep: Class 14 contains 155927 members 
Mstep: Class 15 contains 74457 members 
Mstep: Class 16 contains 13836 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 44061 members 
Mstep: Class 22 contains 6469 members 
Mstep: Class 23 contains 114761 members 
Mstep: Class 24 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77967352.000000 Penalty: 79462.218750
Iteration 40F: 25 clusters Score -7.796735e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25630 members 
Mstep: Class 3 contains 11130 members 
Mstep: Class 4 contains 36913 members 
Mstep: Class 5 contains 26268 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 9529 members 
Mstep: Class 8 contains 10468 members 
Mstep: Class 9 contains 2162 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 18747 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 53349 members 
Mstep: Class 14 contains 155952 members 
Mstep: Class 15 contains 74229 members 
Mstep: Class 16 contains 14241 members 
Mstep: Class 17 contains 7207 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 1587 members 
Mstep: Class 21 contains 43827 members 
Mstep: Class 22 contains 7119 members 
Mstep: Class 23 contains 113994 members 
Mstep: Class 24 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77969360.000000 Penalty: 79462.218750
Iteration 41Q: 25 clusters Score -7.796936e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25612 members 
Mstep: Class 3 contains 11279 members 
Mstep: Class 4 contains 36532 members 
Mstep: Class 5 contains 26152 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 9562 members 
Mstep: Class 8 contains 10614 members 
Mstep: Class 9 contains 2183 members 
Mstep: Class 10 contains 5397 members 
Mstep: Class 11 contains 18957 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 53774 members 
Mstep: Class 14 contains 155898 members 
Mstep: Class 15 contains 73957 members 
Mstep: Class 16 contains 14568 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 4465 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 43538 members 
Mstep: Class 22 contains 7560 members 
Mstep: Class 23 contains 113366 members 
Mstep: Class 24 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77970320.000000 Penalty: 79462.218750
Iteration 42Q: 25 clusters Score -7.797032e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25599 members 
Mstep: Class 3 contains 11410 members 
Mstep: Class 4 contains 36233 members 
Mstep: Class 5 contains 26044 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 9572 members 
Mstep: Class 8 contains 10725 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 5372 members 
Mstep: Class 11 contains 19150 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 54124 members 
Mstep: Class 14 contains 155788 members 
Mstep: Class 15 contains 73685 members 
Mstep: Class 16 contains 14836 members 
Mstep: Class 17 contains 7187 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 43290 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 112941 members 
Mstep: Class 24 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971128.000000 Penalty: 79462.218750
Iteration 43Q: 25 clusters Score -7.797113e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25581 members 
Mstep: Class 3 contains 11539 members 
Mstep: Class 4 contains 36013 members 
Mstep: Class 5 contains 25891 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 9577 members 
Mstep: Class 8 contains 10844 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 5355 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 54413 members 
Mstep: Class 14 contains 155675 members 
Mstep: Class 15 contains 73477 members 
Mstep: Class 16 contains 15048 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1706 members 
Mstep: Class 21 contains 43052 members 
Mstep: Class 22 contains 8157 members 
Mstep: Class 23 contains 112632 members 
Mstep: Class 24 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971272.000000 Penalty: 79462.218750
Iteration 44Q: 25 clusters Score -7.797127e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 11668 members 
Mstep: Class 4 contains 35833 members 
Mstep: Class 5 contains 25785 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 9580 members 
Mstep: Class 8 contains 10948 members 
Mstep: Class 9 contains 2188 members 
Mstep: Class 10 contains 5346 members 
Mstep: Class 11 contains 19457 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 54636 members 
Mstep: Class 14 contains 155580 members 
Mstep: Class 15 contains 73322 members 
Mstep: Class 16 contains 15237 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 42850 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 112366 members 
Mstep: Class 24 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971752.000000 Penalty: 79462.218750
Iteration 45Q: 25 clusters Score -7.797175e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25558 members 
Mstep: Class 3 contains 11805 members 
Mstep: Class 4 contains 35678 members 
Mstep: Class 5 contains 25663 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 9582 members 
Mstep: Class 8 contains 11018 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 5346 members 
Mstep: Class 11 contains 19596 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 54835 members 
Mstep: Class 14 contains 155493 members 
Mstep: Class 15 contains 73185 members 
Mstep: Class 16 contains 15395 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 4693 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1729 members 
Mstep: Class 21 contains 42673 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 112146 members 
Mstep: Class 24 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972304.000000 Penalty: 79462.218750
Iteration 46Q: 25 clusters Score -7.79723e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25545 members 
Mstep: Class 3 contains 11915 members 
Mstep: Class 4 contains 35561 members 
Mstep: Class 5 contains 25560 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 9581 members 
Mstep: Class 8 contains 11103 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 19714 members 
Mstep: Class 12 contains 2231 members 
Mstep: Class 13 contains 54995 members 
Mstep: Class 14 contains 155437 members 
Mstep: Class 15 contains 73064 members 
Mstep: Class 16 contains 15526 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 4722 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1740 members 
Mstep: Class 21 contains 42517 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 111967 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972400.000000 Penalty: 79462.218750
Iteration 47Q: 25 clusters Score -7.79724e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25534 members 
Mstep: Class 3 contains 12021 members 
Mstep: Class 4 contains 35434 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 11154 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 19829 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 55106 members 
Mstep: Class 14 contains 155384 members 
Mstep: Class 15 contains 72969 members 
Mstep: Class 16 contains 15649 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 4755 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1745 members 
Mstep: Class 21 contains 42364 members 
Mstep: Class 22 contains 8655 members 
Mstep: Class 23 contains 111809 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972400.000000 Penalty: 79462.218750
Iteration 48Q: 25 clusters Score -7.79724e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25524 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 35320 members 
Mstep: Class 5 contains 25415 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 11200 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 19942 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 55200 members 
Mstep: Class 14 contains 155337 members 
Mstep: Class 15 contains 72908 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 42227 members 
Mstep: Class 22 contains 8734 members 
Mstep: Class 23 contains 111691 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972608.000000 Penalty: 79462.218750
Iteration 49Q: 25 clusters Score -7.797261e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25515 members 
Mstep: Class 3 contains 12146 members 
Mstep: Class 4 contains 35229 members 
Mstep: Class 5 contains 25345 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 9588 members 
Mstep: Class 8 contains 11260 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 20046 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 55265 members 
Mstep: Class 14 contains 155314 members 
Mstep: Class 15 contains 72845 members 
Mstep: Class 16 contains 15837 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 42101 members 
Mstep: Class 22 contains 8795 members 
Mstep: Class 23 contains 111615 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972528.000000 Penalty: 79462.218750
Iteration 50Q: 25 clusters Score -7.797253e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25512 members 
Mstep: Class 3 contains 12213 members 
Mstep: Class 4 contains 35166 members 
Mstep: Class 5 contains 25275 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 11306 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 20132 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 55326 members 
Mstep: Class 14 contains 155285 members 
Mstep: Class 15 contains 72791 members 
Mstep: Class 16 contains 15910 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 41983 members 
Mstep: Class 22 contains 8841 members 
Mstep: Class 23 contains 111553 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972496.000000 Penalty: 79462.218750
Iteration 51Q: 25 clusters Score -7.79725e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25508 members 
Mstep: Class 3 contains 12270 members 
Mstep: Class 4 contains 35120 members 
Mstep: Class 5 contains 25224 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9592 members 
Mstep: Class 8 contains 11342 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 20214 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 55353 members 
Mstep: Class 14 contains 155267 members 
Mstep: Class 15 contains 72753 members 
Mstep: Class 16 contains 15972 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 4850 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1756 members 
Mstep: Class 21 contains 41882 members 
Mstep: Class 22 contains 8876 members 
Mstep: Class 23 contains 111494 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972608.000000 Penalty: 79462.218750
Iteration 52Q: 25 clusters Score -7.797261e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25506 members 
Mstep: Class 3 contains 12321 members 
Mstep: Class 4 contains 35057 members 
Mstep: Class 5 contains 25173 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9593 members 
Mstep: Class 8 contains 11384 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 20297 members 
Mstep: Class 12 contains 2261 members 
Mstep: Class 13 contains 55377 members 
Mstep: Class 14 contains 155243 members 
Mstep: Class 15 contains 72710 members 
Mstep: Class 16 contains 16036 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1761 members 
Mstep: Class 21 contains 41790 members 
Mstep: Class 22 contains 8917 members 
Mstep: Class 23 contains 111443 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972600.000000 Penalty: 79462.218750
Iteration 53Q: 25 clusters Score -7.79726e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25503 members 
Mstep: Class 3 contains 12374 members 
Mstep: Class 4 contains 35004 members 
Mstep: Class 5 contains 25124 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 11418 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 20361 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 55405 members 
Mstep: Class 14 contains 155225 members 
Mstep: Class 15 contains 72666 members 
Mstep: Class 16 contains 16090 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 21 contains 41710 members 
Mstep: Class 22 contains 8954 members 
Mstep: Class 23 contains 111405 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972528.000000 Penalty: 79462.218750
Iteration 54Q: 25 clusters Score -7.797253e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25502 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 34965 members 
Mstep: Class 5 contains 25076 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9595 members 
Mstep: Class 8 contains 11438 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 5314 members 
Mstep: Class 11 contains 20420 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 55423 members 
Mstep: Class 14 contains 155214 members 
Mstep: Class 15 contains 72633 members 
Mstep: Class 16 contains 16136 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 4870 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1775 members 
Mstep: Class 21 contains 41630 members 
Mstep: Class 22 contains 8977 members 
Mstep: Class 23 contains 111365 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972704.000000 Penalty: 79462.218750
Iteration 55Q: 25 clusters Score -7.79727e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25503 members 
Mstep: Class 3 contains 12494 members 
Mstep: Class 4 contains 34923 members 
Mstep: Class 5 contains 25024 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 11455 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 20476 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 55427 members 
Mstep: Class 14 contains 155201 members 
Mstep: Class 15 contains 72618 members 
Mstep: Class 16 contains 16179 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 4880 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1781 members 
Mstep: Class 21 contains 41561 members 
Mstep: Class 22 contains 9004 members 
Mstep: Class 23 contains 111327 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972624.000000 Penalty: 79462.218750
Iteration 56Q: 25 clusters Score -7.797262e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25496 members 
Mstep: Class 3 contains 12530 members 
Mstep: Class 4 contains 34875 members 
Mstep: Class 5 contains 24980 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 11488 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 20526 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 55435 members 
Mstep: Class 14 contains 155183 members 
Mstep: Class 15 contains 72607 members 
Mstep: Class 16 contains 16212 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 41505 members 
Mstep: Class 22 contains 9035 members 
Mstep: Class 23 contains 111300 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972456.000000 Penalty: 79462.218750
Iteration 57Q: 25 clusters Score -7.797246e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25494 members 
Mstep: Class 3 contains 12569 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 24928 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 11520 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 20573 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 55439 members 
Mstep: Class 14 contains 155184 members 
Mstep: Class 15 contains 72595 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 7179 members 
Mstep: Class 18 contains 4890 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1787 members 
Mstep: Class 21 contains 41449 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 111278 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972456.000000 Penalty: 79462.218750
Iteration 58Q: 25 clusters Score -7.797246e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25490 members 
Mstep: Class 3 contains 12603 members 
Mstep: Class 4 contains 34810 members 
Mstep: Class 5 contains 24914 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9596 members 
Mstep: Class 8 contains 11529 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 5302 members 
Mstep: Class 11 contains 20613 members 
Mstep: Class 12 contains 2323 members 
Mstep: Class 13 contains 55448 members 
Mstep: Class 14 contains 155173 members 
Mstep: Class 15 contains 72581 members 
Mstep: Class 16 contains 16246 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 21 contains 41404 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 111245 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972472.000000 Penalty: 79462.218750
Iteration 59Q: 25 clusters Score -7.797247e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25484 members 
Mstep: Class 3 contains 12632 members 
Mstep: Class 4 contains 34775 members 
Mstep: Class 5 contains 24886 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9600 members 
Mstep: Class 8 contains 11543 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 20645 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 55456 members 
Mstep: Class 14 contains 155158 members 
Mstep: Class 15 contains 72571 members 
Mstep: Class 16 contains 16266 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4908 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 21 contains 41374 members 
Mstep: Class 22 contains 9115 members 
Mstep: Class 23 contains 111222 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972536.000000 Penalty: 79462.218750
Iteration 60F: 25 clusters Score -7.797254e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25482 members 
Mstep: Class 3 contains 12656 members 
Mstep: Class 4 contains 34742 members 
Mstep: Class 5 contains 24871 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 11560 members 
Mstep: Class 9 contains 2226 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 20669 members 
Mstep: Class 12 contains 2326 members 
Mstep: Class 13 contains 55455 members 
Mstep: Class 14 contains 155152 members 
Mstep: Class 15 contains 72558 members 
Mstep: Class 16 contains 16288 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4908 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 1795 members 
Mstep: Class 21 contains 41345 members 
Mstep: Class 22 contains 9142 members 
Mstep: Class 23 contains 111195 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972600.000000 Penalty: 79462.218750
Iteration 61Q: 25 clusters Score -7.79726e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25480 members 
Mstep: Class 3 contains 12674 members 
Mstep: Class 4 contains 34714 members 
Mstep: Class 5 contains 24876 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 9600 members 
Mstep: Class 8 contains 11568 members 
Mstep: Class 9 contains 2226 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 20687 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 55457 members 
Mstep: Class 14 contains 155129 members 
Mstep: Class 15 contains 72548 members 
Mstep: Class 16 contains 16312 members 
Mstep: Class 17 contains 7179 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 1798 members 
Mstep: Class 21 contains 41318 members 
Mstep: Class 22 contains 9163 members 
Mstep: Class 23 contains 111174 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972528.000000 Penalty: 79462.218750
Iteration 62Q: 25 clusters Score -7.797253e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25478 members 
Mstep: Class 3 contains 12687 members 
Mstep: Class 4 contains 34691 members 
Mstep: Class 5 contains 24884 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9599 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 2226 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 20701 members 
Mstep: Class 12 contains 2340 members 
Mstep: Class 13 contains 55456 members 
Mstep: Class 14 contains 155120 members 
Mstep: Class 15 contains 72526 members 
Mstep: Class 16 contains 16339 members 
Mstep: Class 17 contains 7179 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 511 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 41296 members 
Mstep: Class 22 contains 9178 members 
Mstep: Class 23 contains 111152 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972632.000000 Penalty: 79462.218750
Iteration 63Q: 25 clusters Score -7.797263e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25482 members 
Mstep: Class 3 contains 12709 members 
Mstep: Class 4 contains 34664 members 
Mstep: Class 5 contains 24882 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9599 members 
Mstep: Class 8 contains 11594 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 20709 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 55466 members 
Mstep: Class 14 contains 155108 members 
Mstep: Class 15 contains 72507 members 
Mstep: Class 16 contains 16357 members 
Mstep: Class 17 contains 7179 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 41270 members 
Mstep: Class 22 contains 9197 members 
Mstep: Class 23 contains 111140 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972544.000000 Penalty: 79462.218750
Iteration 64Q: 25 clusters Score -7.797254e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25481 members 
Mstep: Class 3 contains 12730 members 
Mstep: Class 4 contains 34640 members 
Mstep: Class 5 contains 24879 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9599 members 
Mstep: Class 8 contains 11593 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 20722 members 
Mstep: Class 12 contains 2344 members 
Mstep: Class 13 contains 55473 members 
Mstep: Class 14 contains 155100 members 
Mstep: Class 15 contains 72496 members 
Mstep: Class 16 contains 16384 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 41245 members 
Mstep: Class 22 contains 9220 members 
Mstep: Class 23 contains 111117 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972496.000000 Penalty: 79462.218750
Iteration 65Q: 25 clusters Score -7.79725e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 12748 members 
Mstep: Class 4 contains 34611 members 
Mstep: Class 5 contains 24889 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9600 members 
Mstep: Class 8 contains 11598 members 
Mstep: Class 9 contains 2232 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 20732 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 55477 members 
Mstep: Class 14 contains 155093 members 
Mstep: Class 15 contains 72483 members 
Mstep: Class 16 contains 16401 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 41222 members 
Mstep: Class 22 contains 9247 members 
Mstep: Class 23 contains 111095 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972632.000000 Penalty: 79462.218750
Iteration 66Q: 25 clusters Score -7.797263e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 12755 members 
Mstep: Class 4 contains 34586 members 
Mstep: Class 5 contains 24899 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 11605 members 
Mstep: Class 9 contains 2232 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 20739 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 55488 members 
Mstep: Class 14 contains 155085 members 
Mstep: Class 15 contains 72467 members 
Mstep: Class 16 contains 16417 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4914 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 41204 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 111080 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972608.000000 Penalty: 79462.218750
Iteration 67Q: 25 clusters Score -7.797261e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25474 members 
Mstep: Class 3 contains 12767 members 
Mstep: Class 4 contains 34568 members 
Mstep: Class 5 contains 24903 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 11615 members 
Mstep: Class 9 contains 2232 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 20753 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 55498 members 
Mstep: Class 14 contains 155082 members 
Mstep: Class 15 contains 72453 members 
Mstep: Class 16 contains 16425 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 41182 members 
Mstep: Class 22 contains 9281 members 
Mstep: Class 23 contains 111064 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972584.000000 Penalty: 79462.218750
Iteration 68Q: 25 clusters Score -7.797258e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25474 members 
Mstep: Class 3 contains 12773 members 
Mstep: Class 4 contains 34552 members 
Mstep: Class 5 contains 24910 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 11619 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 20766 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 55510 members 
Mstep: Class 14 contains 155071 members 
Mstep: Class 15 contains 72445 members 
Mstep: Class 16 contains 16433 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1805 members 
Mstep: Class 21 contains 41163 members 
Mstep: Class 22 contains 9290 members 
Mstep: Class 23 contains 111048 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972648.000000 Penalty: 79462.218750
Iteration 69Q: 25 clusters Score -7.797265e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25474 members 
Mstep: Class 3 contains 12779 members 
Mstep: Class 4 contains 34534 members 
Mstep: Class 5 contains 24910 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 11625 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 20776 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 55515 members 
Mstep: Class 14 contains 155067 members 
Mstep: Class 15 contains 72434 members 
Mstep: Class 16 contains 16445 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1806 members 
Mstep: Class 21 contains 41150 members 
Mstep: Class 22 contains 9303 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972688.000000 Penalty: 79462.218750
Iteration 70Q: 25 clusters Score -7.797269e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25474 members 
Mstep: Class 3 contains 12783 members 
Mstep: Class 4 contains 34516 members 
Mstep: Class 5 contains 24915 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 20789 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 55522 members 
Mstep: Class 14 contains 155063 members 
Mstep: Class 15 contains 72417 members 
Mstep: Class 16 contains 16456 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4926 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1806 members 
Mstep: Class 21 contains 41137 members 
Mstep: Class 22 contains 9318 members 
Mstep: Class 23 contains 111024 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972616.000000 Penalty: 79462.218750
Iteration 71Q: 25 clusters Score -7.797262e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25475 members 
Mstep: Class 3 contains 12784 members 
Mstep: Class 4 contains 34502 members 
Mstep: Class 5 contains 24916 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 11641 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 20801 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 55526 members 
Mstep: Class 14 contains 155056 members 
Mstep: Class 15 contains 72409 members 
Mstep: Class 16 contains 16462 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4928 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1806 members 
Mstep: Class 21 contains 41126 members 
Mstep: Class 22 contains 9330 members 
Mstep: Class 23 contains 111015 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972656.000000 Penalty: 79462.218750
Iteration 72Q: 25 clusters Score -7.797266e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25475 members 
Mstep: Class 3 contains 12785 members 
Mstep: Class 4 contains 34491 members 
Mstep: Class 5 contains 24915 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 11650 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 20823 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 55532 members 
Mstep: Class 14 contains 155052 members 
Mstep: Class 15 contains 72397 members 
Mstep: Class 16 contains 16468 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4928 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 41111 members 
Mstep: Class 22 contains 9337 members 
Mstep: Class 23 contains 111005 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972680.000000 Penalty: 79462.218750
Iteration 73Q: 25 clusters Score -7.797268e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25475 members 
Mstep: Class 3 contains 12786 members 
Mstep: Class 4 contains 34481 members 
Mstep: Class 5 contains 24912 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9602 members 
Mstep: Class 8 contains 11653 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 20855 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 55535 members 
Mstep: Class 14 contains 155043 members 
Mstep: Class 15 contains 72384 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1811 members 
Mstep: Class 21 contains 41095 members 
Mstep: Class 22 contains 9345 members 
Mstep: Class 23 contains 111001 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972768.000000 Penalty: 79462.218750
Iteration 74Q: 25 clusters Score -7.797277e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25475 members 
Mstep: Class 3 contains 12788 members 
Mstep: Class 4 contains 34477 members 
Mstep: Class 5 contains 24917 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9602 members 
Mstep: Class 8 contains 11658 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 20876 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 55538 members 
Mstep: Class 14 contains 155042 members 
Mstep: Class 15 contains 72377 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1815 members 
Mstep: Class 21 contains 41075 members 
Mstep: Class 22 contains 9350 members 
Mstep: Class 23 contains 110988 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972744.000000 Penalty: 79462.218750
Iteration 75Q: 25 clusters Score -7.797274e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25475 members 
Mstep: Class 3 contains 12789 members 
Mstep: Class 4 contains 34473 members 
Mstep: Class 5 contains 24919 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11662 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 20892 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 55542 members 
Mstep: Class 14 contains 155040 members 
Mstep: Class 15 contains 72366 members 
Mstep: Class 16 contains 16468 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4928 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1818 members 
Mstep: Class 21 contains 41065 members 
Mstep: Class 22 contains 9355 members 
Mstep: Class 23 contains 110980 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972672.000000 Penalty: 79462.218750
Iteration 76Q: 25 clusters Score -7.797267e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25474 members 
Mstep: Class 3 contains 12793 members 
Mstep: Class 4 contains 34466 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11662 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 20906 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 55545 members 
Mstep: Class 14 contains 155039 members 
Mstep: Class 15 contains 72362 members 
Mstep: Class 16 contains 16469 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 41052 members 
Mstep: Class 22 contains 9360 members 
Mstep: Class 23 contains 110973 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972600.000000 Penalty: 79462.218750
Iteration 77Q: 25 clusters Score -7.79726e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25474 members 
Mstep: Class 3 contains 12801 members 
Mstep: Class 4 contains 34458 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11666 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 20918 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 55549 members 
Mstep: Class 14 contains 155041 members 
Mstep: Class 15 contains 72352 members 
Mstep: Class 16 contains 16469 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 41036 members 
Mstep: Class 22 contains 9364 members 
Mstep: Class 23 contains 110970 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972664.000000 Penalty: 79462.218750
Iteration 78Q: 25 clusters Score -7.797266e+07 nChanged 56
Entering ConstructFrom: 
Score: -77972664.000000 Penalty: 79462.218750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -43079.246094 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -43079.25 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: -41739.246094 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41739.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41845.949219 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41845.95 nChanged 7
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: -41860.839844 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -41860.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41889.742188 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41889.74 nChanged 3
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: -41903.386719 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -41903.39 nChanged 1
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: -41904.558594 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -41904.56 nChanged 1
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: -41905.167969 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -41905.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41908.589844 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -41908.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41911.000000 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -41911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41911.000000 Penalty: 2916.744385
	Iteration 9F: 3 clusters Score -41911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Entering Unmasked Estep 
Score: -3183286.000000 Penalty: 2516.082031
	Iteration 0F: 2 clusters Score -3183286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3165561.500000 Penalty: 5032.164062
	Iteration 0F: 3 clusters Score -3165562 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3171792.750000 Penalty: 5032.164062
	Iteration 1F: 3 clusters Score -3171793 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3172492.500000 Penalty: 5032.164062
	Iteration 2F: 3 clusters Score -3172492 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3173877.750000 Penalty: 5032.164062
	Iteration 3F: 3 clusters Score -3173878 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3176366.500000 Penalty: 5032.164062
	Iteration 4F: 3 clusters Score -3176366 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3178878.000000 Penalty: 5032.164062
	Iteration 5F: 3 clusters Score -3178878 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3180592.000000 Penalty: 5032.164062
	Iteration 6F: 3 clusters Score -3180592 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3181537.500000 Penalty: 5032.164062
	Iteration 7F: 3 clusters Score -3181538 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3181977.000000 Penalty: 5032.164062
	Iteration 8Q: 3 clusters Score -3181977 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3182275.250000 Penalty: 5032.164062
	Iteration 9Q: 3 clusters Score -3182275 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3182524.500000 Penalty: 5032.164062
	Iteration 10Q: 3 clusters Score -3182524 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3182736.750000 Penalty: 5032.164062
	Iteration 11Q: 3 clusters Score -3182737 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3182878.250000 Penalty: 5032.164062
	Iteration 12Q: 3 clusters Score -3182878 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3182988.250000 Penalty: 5032.164062
	Iteration 13Q: 3 clusters Score -3182988 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3183121.250000 Penalty: 5032.164062
	Iteration 14Q: 3 clusters Score -3183121 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3183219.250000 Penalty: 5032.164062
	Iteration 15Q: 3 clusters Score -3183219 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3183298.750000 Penalty: 5032.164062
	Iteration 16Q: 3 clusters Score -3183299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3183378.500000 Penalty: 5032.164062
	Iteration 17Q: 3 clusters Score -3183378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3183444.500000 Penalty: 5032.164062
	Iteration 18Q: 3 clusters Score -3183444 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3183483.500000 Penalty: 5032.164062
	Iteration 19Q: 3 clusters Score -3183484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3183518.000000 Penalty: 5032.164062
	Iteration 20F: 3 clusters Score -3183518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3183542.750000 Penalty: 5032.164062
	Iteration 21Q: 3 clusters Score -3183543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3183555.500000 Penalty: 5032.164062
	Iteration 22Q: 3 clusters Score -3183556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3183567.000000 Penalty: 5032.164062
	Iteration 23Q: 3 clusters Score -3183567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3183567.750000 Penalty: 5032.164062
	Iteration 24Q: 3 clusters Score -3183568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3183573.250000 Penalty: 5032.164062
	Iteration 25Q: 3 clusters Score -3183573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3183577.000000 Penalty: 5032.164062
	Iteration 26Q: 3 clusters Score -3183577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3183576.750000 Penalty: 5032.164062
	Iteration 27Q: 3 clusters Score -3183577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3183577.750000 Penalty: 5032.164062
	Iteration 28Q: 3 clusters Score -3183578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3183583.500000 Penalty: 5032.164062
	Iteration 29Q: 3 clusters Score -3183584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3183586.000000 Penalty: 5032.164062
	Iteration 30Q: 3 clusters Score -3183586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3183585.750000 Penalty: 5032.164062
	Iteration 31Q: 3 clusters Score -3183586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3183587.500000 Penalty: 5032.164062
	Iteration 32Q: 3 clusters Score -3183588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3183590.500000 Penalty: 5032.164062
	Iteration 33Q: 3 clusters Score -3183590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3183592.750000 Penalty: 5032.164062
	Iteration 34Q: 3 clusters Score -3183593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3183595.000000 Penalty: 5032.164062
	Iteration 35Q: 3 clusters Score -3183595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3183597.250000 Penalty: 5032.164062
	Iteration 36Q: 3 clusters Score -3183597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3183593.750000 Penalty: 5032.164062
	Iteration 37Q: 3 clusters Score -3183594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3183596.250000 Penalty: 5032.164062
	Iteration 38Q: 3 clusters Score -3183596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3183594.750000 Penalty: 5032.164062
	Iteration 39Q: 3 clusters Score -3183595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3183594.750000 Penalty: 5032.164062
	Iteration 40F: 3 clusters Score -3183595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23925 members 
Mstep: Class 3 contains 12809 members 
Mstep: Class 4 contains 34451 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5302 members 
Mstep: Class 11 contains 20928 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 55550 members 
Mstep: Class 14 contains 155040 members 
Mstep: Class 15 contains 72347 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 41022 members 
Mstep: Class 22 contains 9371 members 
Mstep: Class 23 contains 110964 members 
Mstep: Class 24 contains 1375 members 
Mstep: Class 25 contains 1551 members 
Entering Unmasked Estep 
Score: -77972088.000000 Penalty: 82773.140625
Splitting cluster 2 changes total score from -77972664.000000 to -77972088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (12809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Entering Unmasked Estep 
Score: -1506867.750000 Penalty: 2345.559814
	Iteration 0F: 2 clusters Score -1506868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1497424.875000 Penalty: 4691.119629
	Iteration 0F: 3 clusters Score -1497425 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1500573.875000 Penalty: 4691.119629
	Iteration 1F: 3 clusters Score -1500574 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1501054.125000 Penalty: 4691.119629
	Iteration 2F: 3 clusters Score -1501054 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1501478.875000 Penalty: 4691.119629
	Iteration 3F: 3 clusters Score -1501479 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1501943.000000 Penalty: 4691.119629
	Iteration 4F: 3 clusters Score -1501943 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1502475.500000 Penalty: 4691.119629
	Iteration 5F: 3 clusters Score -1502476 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1503020.000000 Penalty: 4691.119629
	Iteration 6F: 3 clusters Score -1503020 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1503560.375000 Penalty: 4691.119629
	Iteration 7F: 3 clusters Score -1503560 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1504118.250000 Penalty: 4691.119629
	Iteration 8F: 3 clusters Score -1504118 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1504580.125000 Penalty: 4691.119629
	Iteration 9Q: 3 clusters Score -1504580 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1504949.625000 Penalty: 4691.119629
	Iteration 10Q: 3 clusters Score -1504950 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1505281.125000 Penalty: 4691.119629
	Iteration 11Q: 3 clusters Score -1505281 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1505497.375000 Penalty: 4691.119629
	Iteration 12Q: 3 clusters Score -1505497 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1505642.625000 Penalty: 4691.119629
	Iteration 13Q: 3 clusters Score -1505643 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1505747.500000 Penalty: 4691.119629
	Iteration 14Q: 3 clusters Score -1505748 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1505813.375000 Penalty: 4691.119629
	Iteration 15Q: 3 clusters Score -1505813 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1505865.750000 Penalty: 4691.119629
	Iteration 16Q: 3 clusters Score -1505866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1505897.875000 Penalty: 4691.119629
	Iteration 17Q: 3 clusters Score -1505898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1505927.375000 Penalty: 4691.119629
	Iteration 18Q: 3 clusters Score -1505927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1505942.625000 Penalty: 4691.119629
	Iteration 19Q: 3 clusters Score -1505943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1505950.375000 Penalty: 4691.119629
	Iteration 20F: 3 clusters Score -1505950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1505965.625000 Penalty: 4691.119629
	Iteration 21Q: 3 clusters Score -1505966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1505971.000000 Penalty: 4691.119629
	Iteration 22Q: 3 clusters Score -1505971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1505973.875000 Penalty: 4691.119629
	Iteration 23Q: 3 clusters Score -1505974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1505984.625000 Penalty: 4691.119629
	Iteration 24Q: 3 clusters Score -1505985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1505991.125000 Penalty: 4691.119629
	Iteration 25Q: 3 clusters Score -1505991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1505996.875000 Penalty: 4691.119629
	Iteration 26Q: 3 clusters Score -1505997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1505994.250000 Penalty: 4691.119629
	Iteration 27Q: 3 clusters Score -1505994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1506005.375000 Penalty: 4691.119629
	Iteration 28Q: 3 clusters Score -1506005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1506011.000000 Penalty: 4691.119629
	Iteration 29Q: 3 clusters Score -1506011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1506015.375000 Penalty: 4691.119629
	Iteration 30Q: 3 clusters Score -1506015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1506019.750000 Penalty: 4691.119629
	Iteration 31Q: 3 clusters Score -1506020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1506024.250000 Penalty: 4691.119629
	Iteration 32Q: 3 clusters Score -1506024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1506027.250000 Penalty: 4691.119629
	Iteration 33Q: 3 clusters Score -1506027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1506028.625000 Penalty: 4691.119629
	Iteration 34Q: 3 clusters Score -1506029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1506028.625000 Penalty: 4691.119629
	Iteration 35Q: 3 clusters Score -1506029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1506032.250000 Penalty: 4691.119629
	Iteration 36Q: 3 clusters Score -1506032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1506036.375000 Penalty: 4691.119629
	Iteration 37Q: 3 clusters Score -1506036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1506043.125000 Penalty: 4691.119629
	Iteration 38Q: 3 clusters Score -1506043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1506040.125000 Penalty: 4691.119629
	Iteration 39Q: 3 clusters Score -1506040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1506043.375000 Penalty: 4691.119629
	Iteration 40F: 3 clusters Score -1506043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1506044.875000 Penalty: 4691.119629
	Iteration 41Q: 3 clusters Score -1506045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1506045.000000 Penalty: 4691.119629
	Iteration 42Q: 3 clusters Score -1506045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1506051.500000 Penalty: 4691.119629
	Iteration 43Q: 3 clusters Score -1506052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1506056.000000 Penalty: 4691.119629
	Iteration 44Q: 3 clusters Score -1506056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1506057.875000 Penalty: 4691.119629
	Iteration 45Q: 3 clusters Score -1506058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1506058.500000 Penalty: 4691.119629
	Iteration 46Q: 3 clusters Score -1506058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1506062.125000 Penalty: 4691.119629
	Iteration 47Q: 3 clusters Score -1506062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1506065.750000 Penalty: 4691.119629
	Iteration 48Q: 3 clusters Score -1506066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1506069.000000 Penalty: 4691.119629
	Iteration 49Q: 3 clusters Score -1506069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1506068.375000 Penalty: 4691.119629
	Iteration 50Q: 3 clusters Score -1506068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1506068.125000 Penalty: 4691.119629
	Iteration 51Q: 3 clusters Score -1506068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1506072.500000 Penalty: 4691.119629
	Iteration 52Q: 3 clusters Score -1506072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1506076.375000 Penalty: 4691.119629
	Iteration 53Q: 3 clusters Score -1506076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1506082.875000 Penalty: 4691.119629
	Iteration 54Q: 3 clusters Score -1506083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1506086.500000 Penalty: 4691.119629
	Iteration 55Q: 3 clusters Score -1506086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1506085.750000 Penalty: 4691.119629
	Iteration 56Q: 3 clusters Score -1506086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1506091.750000 Penalty: 4691.119629
	Iteration 57Q: 3 clusters Score -1506092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1506094.500000 Penalty: 4691.119629
	Iteration 58Q: 3 clusters Score -1506094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1506097.250000 Penalty: 4691.119629
	Iteration 59Q: 3 clusters Score -1506097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1506100.250000 Penalty: 4691.119629
	Iteration 60F: 3 clusters Score -1506100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1506106.000000 Penalty: 4691.119629
	Iteration 61Q: 3 clusters Score -1506106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1506108.000000 Penalty: 4691.119629
	Iteration 62Q: 3 clusters Score -1506108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1506110.500000 Penalty: 4691.119629
	Iteration 63Q: 3 clusters Score -1506110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1506112.250000 Penalty: 4691.119629
	Iteration 64Q: 3 clusters Score -1506112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1506116.000000 Penalty: 4691.119629
	Iteration 65Q: 3 clusters Score -1506116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1506119.750000 Penalty: 4691.119629
	Iteration 66Q: 3 clusters Score -1506120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1506121.625000 Penalty: 4691.119629
	Iteration 67Q: 3 clusters Score -1506122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1506122.125000 Penalty: 4691.119629
	Iteration 68Q: 3 clusters Score -1506122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1506119.875000 Penalty: 4691.119629
	Iteration 69Q: 3 clusters Score -1506120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1506123.000000 Penalty: 4691.119629
	Iteration 70Q: 3 clusters Score -1506123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1506123.000000 Penalty: 4691.119629
	Iteration 71Q: 3 clusters Score -1506123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1506122.625000 Penalty: 4691.119629
	Iteration 72Q: 3 clusters Score -1506123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1506124.625000 Penalty: 4691.119629
	Iteration 73Q: 3 clusters Score -1506125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1506126.500000 Penalty: 4691.119629
	Iteration 74Q: 3 clusters Score -1506126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1506128.875000 Penalty: 4691.119629
	Iteration 75Q: 3 clusters Score -1506129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1506127.750000 Penalty: 4691.119629
	Iteration 76Q: 3 clusters Score -1506128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1506127.750000 Penalty: 4691.119629
	Iteration 77F: 3 clusters Score -1506128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Entering Unmasked Estep 
Score: -4376753.500000 Penalty: 2590.928711
	Iteration 0F: 2 clusters Score -4376754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4353229.000000 Penalty: 5181.857422
	Iteration 0F: 3 clusters Score -4353229 nChanged 15663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -4361768.500000 Penalty: 5181.857422
	Iteration 1F: 3 clusters Score -4361768 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4362310.500000 Penalty: 5181.857422
	Iteration 2Q: 3 clusters Score -4362310 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -4362830.000000 Penalty: 5181.857422
	Iteration 3Q: 3 clusters Score -4362830 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4363324.500000 Penalty: 5181.857422
	Iteration 4Q: 3 clusters Score -4363324 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -4363876.500000 Penalty: 5181.857422
	Iteration 5Q: 3 clusters Score -4363876 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4364572.500000 Penalty: 5181.857422
	Iteration 6Q: 3 clusters Score -4364572 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -4365507.000000 Penalty: 5181.857422
	Iteration 7F: 3 clusters Score -4365507 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4366693.500000 Penalty: 5181.857422
	Iteration 8F: 3 clusters Score -4366694 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4368071.000000 Penalty: 5181.857422
	Iteration 9F: 3 clusters Score -4368071 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -4369507.500000 Penalty: 5181.857422
	Iteration 10F: 3 clusters Score -4369508 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -4370838.000000 Penalty: 5181.857422
	Iteration 11F: 3 clusters Score -4370838 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4371852.000000 Penalty: 5181.857422
	Iteration 12Q: 3 clusters Score -4371852 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4372760.000000 Penalty: 5181.857422
	Iteration 13Q: 3 clusters Score -4372760 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4373513.000000 Penalty: 5181.857422
	Iteration 14Q: 3 clusters Score -4373513 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4374084.000000 Penalty: 5181.857422
	Iteration 15Q: 3 clusters Score -4374084 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4374454.500000 Penalty: 5181.857422
	Iteration 16Q: 3 clusters Score -4374454 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4374649.500000 Penalty: 5181.857422
	Iteration 17Q: 3 clusters Score -4374650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4374732.500000 Penalty: 5181.857422
	Iteration 18Q: 3 clusters Score -4374732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4374766.500000 Penalty: 5181.857422
	Iteration 19Q: 3 clusters Score -4374766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4374792.000000 Penalty: 5181.857422
	Iteration 20F: 3 clusters Score -4374792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4374806.000000 Penalty: 5181.857422
	Iteration 21Q: 3 clusters Score -4374806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4374814.000000 Penalty: 5181.857422
	Iteration 22Q: 3 clusters Score -4374814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4374819.500000 Penalty: 5181.857422
	Iteration 23Q: 3 clusters Score -4374820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4374827.000000 Penalty: 5181.857422
	Iteration 24Q: 3 clusters Score -4374827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4374834.000000 Penalty: 5181.857422
	Iteration 25Q: 3 clusters Score -4374834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4374840.500000 Penalty: 5181.857422
	Iteration 26Q: 3 clusters Score -4374840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4374838.500000 Penalty: 5181.857422
	Iteration 27Q: 3 clusters Score -4374838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4374833.500000 Penalty: 5181.857422
	Iteration 28Q: 3 clusters Score -4374834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4374833.500000 Penalty: 5181.857422
	Iteration 29F: 3 clusters Score -4374834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Entering Unmasked Estep 
Score: -2949124.000000 Penalty: 2510.619629
	Iteration 0F: 2 clusters Score -2949124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2931925.000000 Penalty: 5021.239258
	Iteration 0F: 3 clusters Score -2931925 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2938237.500000 Penalty: 5021.239258
	Iteration 1F: 3 clusters Score -2938238 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2938926.750000 Penalty: 5021.239258
	Iteration 2F: 3 clusters Score -2938927 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2939583.500000 Penalty: 5021.239258
	Iteration 3F: 3 clusters Score -2939584 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2940174.000000 Penalty: 5021.239258
	Iteration 4F: 3 clusters Score -2940174 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2940727.000000 Penalty: 5021.239258
	Iteration 5Q: 3 clusters Score -2940727 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2941153.500000 Penalty: 5021.239258
	Iteration 6Q: 3 clusters Score -2941154 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2941608.500000 Penalty: 5021.239258
	Iteration 7Q: 3 clusters Score -2941608 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2942004.750000 Penalty: 5021.239258
	Iteration 8Q: 3 clusters Score -2942005 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2942373.500000 Penalty: 5021.239258
	Iteration 9Q: 3 clusters Score -2942374 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2942761.250000 Penalty: 5021.239258
	Iteration 10Q: 3 clusters Score -2942761 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2943235.000000 Penalty: 5021.239258
	Iteration 11Q: 3 clusters Score -2943235 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2943770.000000 Penalty: 5021.239258
	Iteration 12Q: 3 clusters Score -2943770 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2944292.500000 Penalty: 5021.239258
	Iteration 13Q: 3 clusters Score -2944292 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2944762.750000 Penalty: 5021.239258
	Iteration 14Q: 3 clusters Score -2944763 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2945180.750000 Penalty: 5021.239258
	Iteration 15Q: 3 clusters Score -2945181 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2945567.000000 Penalty: 5021.239258
	Iteration 16Q: 3 clusters Score -2945567 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2945899.500000 Penalty: 5021.239258
	Iteration 17Q: 3 clusters Score -2945900 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2946191.250000 Penalty: 5021.239258
	Iteration 18Q: 3 clusters Score -2946191 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2946405.000000 Penalty: 5021.239258
	Iteration 19Q: 3 clusters Score -2946405 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2946571.750000 Penalty: 5021.239258
	Iteration 20F: 3 clusters Score -2946572 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2946722.750000 Penalty: 5021.239258
	Iteration 21Q: 3 clusters Score -2946723 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2946856.000000 Penalty: 5021.239258
	Iteration 22Q: 3 clusters Score -2946856 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2946968.500000 Penalty: 5021.239258
	Iteration 23Q: 3 clusters Score -2946968 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2947049.500000 Penalty: 5021.239258
	Iteration 24Q: 3 clusters Score -2947050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2947118.250000 Penalty: 5021.239258
	Iteration 25Q: 3 clusters Score -2947118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2947178.000000 Penalty: 5021.239258
	Iteration 26Q: 3 clusters Score -2947178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2947213.250000 Penalty: 5021.239258
	Iteration 27Q: 3 clusters Score -2947213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2947244.750000 Penalty: 5021.239258
	Iteration 28Q: 3 clusters Score -2947245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2947268.750000 Penalty: 5021.239258
	Iteration 29Q: 3 clusters Score -2947269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2947295.500000 Penalty: 5021.239258
	Iteration 30Q: 3 clusters Score -2947296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2947315.500000 Penalty: 5021.239258
	Iteration 31Q: 3 clusters Score -2947316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2947329.750000 Penalty: 5021.239258
	Iteration 32Q: 3 clusters Score -2947330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2947346.250000 Penalty: 5021.239258
	Iteration 33Q: 3 clusters Score -2947346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2947358.500000 Penalty: 5021.239258
	Iteration 34Q: 3 clusters Score -2947358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2947361.500000 Penalty: 5021.239258
	Iteration 35Q: 3 clusters Score -2947362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2947362.250000 Penalty: 5021.239258
	Iteration 36Q: 3 clusters Score -2947362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2947364.250000 Penalty: 5021.239258
	Iteration 37Q: 3 clusters Score -2947364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2947367.500000 Penalty: 5021.239258
	Iteration 38Q: 3 clusters Score -2947368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2947368.500000 Penalty: 5021.239258
	Iteration 39Q: 3 clusters Score -2947368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2947370.750000 Penalty: 5021.239258
	Iteration 40F: 3 clusters Score -2947371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2947371.750000 Penalty: 5021.239258
	Iteration 41Q: 3 clusters Score -2947372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2947376.000000 Penalty: 5021.239258
	Iteration 42Q: 3 clusters Score -2947376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2947389.250000 Penalty: 5021.239258
	Iteration 43Q: 3 clusters Score -2947389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2947391.750000 Penalty: 5021.239258
	Iteration 44Q: 3 clusters Score -2947392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2947399.250000 Penalty: 5021.239258
	Iteration 45Q: 3 clusters Score -2947399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2947400.000000 Penalty: 5021.239258
	Iteration 46Q: 3 clusters Score -2947400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2947397.250000 Penalty: 5021.239258
	Iteration 47Q: 3 clusters Score -2947397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2947400.000000 Penalty: 5021.239258
	Iteration 48Q: 3 clusters Score -2947400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2947401.000000 Penalty: 5021.239258
	Iteration 49Q: 3 clusters Score -2947401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2947404.500000 Penalty: 5021.239258
	Iteration 50Q: 3 clusters Score -2947404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2947404.500000 Penalty: 5021.239258
	Iteration 51Q: 3 clusters Score -2947404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2947402.000000 Penalty: 5021.239258
	Iteration 52Q: 3 clusters Score -2947402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2947402.000000 Penalty: 5021.239258
	Iteration 53F: 3 clusters Score -2947402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -171283.593750 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -171283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -169067.015625 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -169067 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -169769.796875 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -169769.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -170204.437500 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -170204.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -170543.718750 Penalty: 3603.306152
	Iteration 3F: 3 clusters Score -170543.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -170830.875000 Penalty: 3603.306152
	Iteration 4F: 3 clusters Score -170830.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -171045.828125 Penalty: 3603.306152
	Iteration 5F: 3 clusters Score -171045.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -171196.625000 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -171196.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -171263.828125 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -171263.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -171344.796875 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -171344.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -171444.171875 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -171444.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -171579.468750 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -171579.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -171611.406250 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -171611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171614.890625 Penalty: 3603.306152
	Iteration 12Q: 3 clusters Score -171614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171614.890625 Penalty: 3603.306152
	Iteration 13F: 3 clusters Score -171614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25476 members 
Mstep: Class 3 contains 12809 members 
Mstep: Class 4 contains 34451 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5302 members 
Mstep: Class 11 contains 20928 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 55550 members 
Mstep: Class 14 contains 155040 members 
Mstep: Class 15 contains 72347 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 41022 members 
Mstep: Class 22 contains 9371 members 
Mstep: Class 23 contains 110964 members 
Mstep: Class 24 contains 1375 members 
Mstep: Class 25 contains 837 members 
Entering Unmasked Estep 
Score: -77971480.000000 Penalty: 82773.140625
Splitting cluster 6 changes total score from -77972664.000000 to -77971480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -1238352.875000 Penalty: 2274.118164
	Iteration 0F: 2 clusters Score -1238353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1230993.000000 Penalty: 4548.236328
	Iteration 0F: 3 clusters Score -1230993 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1233066.375000 Penalty: 4548.236328
	Iteration 1F: 3 clusters Score -1233066 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1233359.125000 Penalty: 4548.236328
	Iteration 2F: 3 clusters Score -1233359 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1233616.625000 Penalty: 4548.236328
	Iteration 3F: 3 clusters Score -1233617 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1233934.875000 Penalty: 4548.236328
	Iteration 4Q: 3 clusters Score -1233935 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1234314.625000 Penalty: 4548.236328
	Iteration 5F: 3 clusters Score -1234315 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1234740.125000 Penalty: 4548.236328
	Iteration 6F: 3 clusters Score -1234740 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1235184.125000 Penalty: 4548.236328
	Iteration 7F: 3 clusters Score -1235184 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1235612.875000 Penalty: 4548.236328
	Iteration 8F: 3 clusters Score -1235613 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1235967.625000 Penalty: 4548.236328
	Iteration 9F: 3 clusters Score -1235968 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1236232.500000 Penalty: 4548.236328
	Iteration 10Q: 3 clusters Score -1236232 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1236415.250000 Penalty: 4548.236328
	Iteration 11Q: 3 clusters Score -1236415 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1236564.250000 Penalty: 4548.236328
	Iteration 12Q: 3 clusters Score -1236564 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1236682.500000 Penalty: 4548.236328
	Iteration 13Q: 3 clusters Score -1236682 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1236790.500000 Penalty: 4548.236328
	Iteration 14Q: 3 clusters Score -1236790 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1236851.875000 Penalty: 4548.236328
	Iteration 15Q: 3 clusters Score -1236852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1236890.625000 Penalty: 4548.236328
	Iteration 16Q: 3 clusters Score -1236891 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1236927.125000 Penalty: 4548.236328
	Iteration 17Q: 3 clusters Score -1236927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1236946.500000 Penalty: 4548.236328
	Iteration 18Q: 3 clusters Score -1236946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1236973.000000 Penalty: 4548.236328
	Iteration 19Q: 3 clusters Score -1236973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1236991.125000 Penalty: 4548.236328
	Iteration 20F: 3 clusters Score -1236991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1237003.500000 Penalty: 4548.236328
	Iteration 21Q: 3 clusters Score -1237004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1237016.375000 Penalty: 4548.236328
	Iteration 22Q: 3 clusters Score -1237016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1237028.750000 Penalty: 4548.236328
	Iteration 23Q: 3 clusters Score -1237029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1237028.375000 Penalty: 4548.236328
	Iteration 24Q: 3 clusters Score -1237028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1237032.250000 Penalty: 4548.236328
	Iteration 25Q: 3 clusters Score -1237032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1237034.375000 Penalty: 4548.236328
	Iteration 26Q: 3 clusters Score -1237034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1237036.000000 Penalty: 4548.236328
	Iteration 27Q: 3 clusters Score -1237036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1237037.375000 Penalty: 4548.236328
	Iteration 28Q: 3 clusters Score -1237037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1237038.000000 Penalty: 4548.236328
	Iteration 29Q: 3 clusters Score -1237038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1237037.875000 Penalty: 4548.236328
	Iteration 30Q: 3 clusters Score -1237038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1237041.250000 Penalty: 4548.236328
	Iteration 31Q: 3 clusters Score -1237041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1237039.375000 Penalty: 4548.236328
	Iteration 32Q: 3 clusters Score -1237039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1237038.625000 Penalty: 4548.236328
	Iteration 33Q: 3 clusters Score -1237039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1237039.375000 Penalty: 4548.236328
	Iteration 34Q: 3 clusters Score -1237039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1237043.625000 Penalty: 4548.236328
	Iteration 35Q: 3 clusters Score -1237044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1237043.500000 Penalty: 4548.236328
	Iteration 36Q: 3 clusters Score -1237044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1237045.250000 Penalty: 4548.236328
	Iteration 37Q: 3 clusters Score -1237045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1237047.125000 Penalty: 4548.236328
	Iteration 38Q: 3 clusters Score -1237047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1237046.500000 Penalty: 4548.236328
	Iteration 39Q: 3 clusters Score -1237046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1237047.625000 Penalty: 4548.236328
	Iteration 40F: 3 clusters Score -1237048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1237047.375000 Penalty: 4548.236328
	Iteration 41Q: 3 clusters Score -1237047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1237046.625000 Penalty: 4548.236328
	Iteration 42Q: 3 clusters Score -1237047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1237046.625000 Penalty: 4548.236328
	Iteration 43F: 3 clusters Score -1237047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Entering Unmasked Estep 
Score: -1421874.125000 Penalty: 2322.507080
	Iteration 0F: 2 clusters Score -1421874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1413185.750000 Penalty: 4645.014160
	Iteration 0F: 3 clusters Score -1413186 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1415823.625000 Penalty: 4645.014160
	Iteration 1F: 3 clusters Score -1415824 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1416279.625000 Penalty: 4645.014160
	Iteration 2F: 3 clusters Score -1416280 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1416658.125000 Penalty: 4645.014160
	Iteration 3F: 3 clusters Score -1416658 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1417023.000000 Penalty: 4645.014160
	Iteration 4F: 3 clusters Score -1417023 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1417437.125000 Penalty: 4645.014160
	Iteration 5F: 3 clusters Score -1417437 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1417916.875000 Penalty: 4645.014160
	Iteration 6F: 3 clusters Score -1417917 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1418432.250000 Penalty: 4645.014160
	Iteration 7F: 3 clusters Score -1418432 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1418967.500000 Penalty: 4645.014160
	Iteration 8F: 3 clusters Score -1418968 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1419449.875000 Penalty: 4645.014160
	Iteration 9Q: 3 clusters Score -1419450 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1419852.625000 Penalty: 4645.014160
	Iteration 10Q: 3 clusters Score -1419853 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1420096.250000 Penalty: 4645.014160
	Iteration 11Q: 3 clusters Score -1420096 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1420220.625000 Penalty: 4645.014160
	Iteration 12Q: 3 clusters Score -1420221 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1420291.625000 Penalty: 4645.014160
	Iteration 13Q: 3 clusters Score -1420292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1420338.375000 Penalty: 4645.014160
	Iteration 14Q: 3 clusters Score -1420338 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1420369.625000 Penalty: 4645.014160
	Iteration 15Q: 3 clusters Score -1420370 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1420399.750000 Penalty: 4645.014160
	Iteration 16Q: 3 clusters Score -1420400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1420420.750000 Penalty: 4645.014160
	Iteration 17Q: 3 clusters Score -1420421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1420441.250000 Penalty: 4645.014160
	Iteration 18Q: 3 clusters Score -1420441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1420443.750000 Penalty: 4645.014160
	Iteration 19Q: 3 clusters Score -1420444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1420461.250000 Penalty: 4645.014160
	Iteration 20F: 3 clusters Score -1420461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1420469.500000 Penalty: 4645.014160
	Iteration 21Q: 3 clusters Score -1420470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1420476.625000 Penalty: 4645.014160
	Iteration 22Q: 3 clusters Score -1420477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1420482.750000 Penalty: 4645.014160
	Iteration 23Q: 3 clusters Score -1420483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1420489.875000 Penalty: 4645.014160
	Iteration 24Q: 3 clusters Score -1420490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1420493.500000 Penalty: 4645.014160
	Iteration 25Q: 3 clusters Score -1420494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1420494.875000 Penalty: 4645.014160
	Iteration 26Q: 3 clusters Score -1420495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1420499.875000 Penalty: 4645.014160
	Iteration 27Q: 3 clusters Score -1420500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1420499.125000 Penalty: 4645.014160
	Iteration 28Q: 3 clusters Score -1420499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1420502.375000 Penalty: 4645.014160
	Iteration 29Q: 3 clusters Score -1420502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1420508.250000 Penalty: 4645.014160
	Iteration 30Q: 3 clusters Score -1420508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1420506.250000 Penalty: 4645.014160
	Iteration 31Q: 3 clusters Score -1420506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1420512.500000 Penalty: 4645.014160
	Iteration 32Q: 3 clusters Score -1420512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1420514.125000 Penalty: 4645.014160
	Iteration 33Q: 3 clusters Score -1420514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1420517.000000 Penalty: 4645.014160
	Iteration 34Q: 3 clusters Score -1420517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1420516.500000 Penalty: 4645.014160
	Iteration 35Q: 3 clusters Score -1420516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1420516.625000 Penalty: 4645.014160
	Iteration 36Q: 3 clusters Score -1420517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1420514.625000 Penalty: 4645.014160
	Iteration 37Q: 3 clusters Score -1420515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1420516.000000 Penalty: 4645.014160
	Iteration 38Q: 3 clusters Score -1420516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1420518.000000 Penalty: 4645.014160
	Iteration 39Q: 3 clusters Score -1420518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1420519.250000 Penalty: 4645.014160
	Iteration 40F: 3 clusters Score -1420519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1420521.000000 Penalty: 4645.014160
	Iteration 41Q: 3 clusters Score -1420521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1420522.250000 Penalty: 4645.014160
	Iteration 42Q: 3 clusters Score -1420522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1420520.625000 Penalty: 4645.014160
	Iteration 43Q: 3 clusters Score -1420521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1420520.625000 Penalty: 4645.014160
	Iteration 44Q: 3 clusters Score -1420521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1420524.625000 Penalty: 4645.014160
	Iteration 45Q: 3 clusters Score -1420525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1420526.000000 Penalty: 4645.014160
	Iteration 46Q: 3 clusters Score -1420526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1420526.625000 Penalty: 4645.014160
	Iteration 47Q: 3 clusters Score -1420527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1420527.250000 Penalty: 4645.014160
	Iteration 48Q: 3 clusters Score -1420527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1420527.875000 Penalty: 4645.014160
	Iteration 49Q: 3 clusters Score -1420528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1420527.250000 Penalty: 4645.014160
	Iteration 50Q: 3 clusters Score -1420527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1420530.250000 Penalty: 4645.014160
	Iteration 51Q: 3 clusters Score -1420530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1420530.250000 Penalty: 4645.014160
	Iteration 52F: 3 clusters Score -1420530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -272674.562500 Penalty: 1912.353027
	Iteration 0F: 2 clusters Score -272674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -269897.437500 Penalty: 3824.706055
	Iteration 0F: 3 clusters Score -269897.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -270412.250000 Penalty: 3824.706055
	Iteration 1F: 3 clusters Score -270412.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -270574.187500 Penalty: 3824.706055
	Iteration 2F: 3 clusters Score -270574.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -270657.343750 Penalty: 3824.706055
	Iteration 3Q: 3 clusters Score -270657.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -270715.031250 Penalty: 3824.706055
	Iteration 4Q: 3 clusters Score -270715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -270750.468750 Penalty: 3824.706055
	Iteration 5Q: 3 clusters Score -270750.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -270772.593750 Penalty: 3824.706055
	Iteration 6Q: 3 clusters Score -270772.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -270783.843750 Penalty: 3824.706055
	Iteration 7Q: 3 clusters Score -270783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270791.250000 Penalty: 3824.706055
	Iteration 8Q: 3 clusters Score -270791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -270796.750000 Penalty: 3824.706055
	Iteration 9Q: 3 clusters Score -270796.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -270801.093750 Penalty: 3824.706055
	Iteration 10Q: 3 clusters Score -270801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -270803.812500 Penalty: 3824.706055
	Iteration 11Q: 3 clusters Score -270803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -270808.687500 Penalty: 3824.706055
	Iteration 12Q: 3 clusters Score -270808.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -270814.000000 Penalty: 3824.706055
	Iteration 13Q: 3 clusters Score -270814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -270819.406250 Penalty: 3824.706055
	Iteration 14Q: 3 clusters Score -270819.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -270823.625000 Penalty: 3824.706055
	Iteration 15Q: 3 clusters Score -270823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -270825.656250 Penalty: 3824.706055
	Iteration 16Q: 3 clusters Score -270825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -270828.375000 Penalty: 3824.706055
	Iteration 17Q: 3 clusters Score -270828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -270829.312500 Penalty: 3824.706055
	Iteration 18Q: 3 clusters Score -270829.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -270832.437500 Penalty: 3824.706055
	Iteration 19Q: 3 clusters Score -270832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -270834.656250 Penalty: 3824.706055
	Iteration 20F: 3 clusters Score -270834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -270836.750000 Penalty: 3824.706055
	Iteration 21Q: 3 clusters Score -270836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -270838.187500 Penalty: 3824.706055
	Iteration 22Q: 3 clusters Score -270838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -270840.437500 Penalty: 3824.706055
	Iteration 23Q: 3 clusters Score -270840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -270841.406250 Penalty: 3824.706055
	Iteration 24Q: 3 clusters Score -270841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -270842.531250 Penalty: 3824.706055
	Iteration 25Q: 3 clusters Score -270842.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -270842.531250 Penalty: 3824.706055
	Iteration 26F: 3 clusters Score -270842.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Entering Unmasked Estep 
Score: -661349.812500 Penalty: 2126.808105
	Iteration 0F: 2 clusters Score -661349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -656634.125000 Penalty: 4253.616211
	Iteration 0F: 3 clusters Score -656634.1 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -657908.312500 Penalty: 4253.616211
	Iteration 1F: 3 clusters Score -657908.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -658242.687500 Penalty: 4253.616211
	Iteration 2F: 3 clusters Score -658242.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -658492.375000 Penalty: 4253.616211
	Iteration 3F: 3 clusters Score -658492.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -658700.062500 Penalty: 4253.616211
	Iteration 4Q: 3 clusters Score -658700.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -658951.562500 Penalty: 4253.616211
	Iteration 5Q: 3 clusters Score -658951.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -659298.687500 Penalty: 4253.616211
	Iteration 6F: 3 clusters Score -659298.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -659812.937500 Penalty: 4253.616211
	Iteration 7F: 3 clusters Score -659812.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -660606.625000 Penalty: 4253.616211
	Iteration 8F: 3 clusters Score -660606.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -661584.437500 Penalty: 4253.616211
	Iteration 9F: 3 clusters Score -661584.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -662540.625000 Penalty: 4253.616211
	Iteration 10F: 3 clusters Score -662540.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -663050.687500 Penalty: 4253.616211
	Iteration 11F: 3 clusters Score -663050.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -663461.625000 Penalty: 4253.616211
	Iteration 12Q: 3 clusters Score -663461.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -663792.375000 Penalty: 4253.616211
	Iteration 13Q: 3 clusters Score -663792.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -664005.187500 Penalty: 4253.616211
	Iteration 14Q: 3 clusters Score -664005.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -664066.250000 Penalty: 4253.616211
	Iteration 15Q: 3 clusters Score -664066.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -664092.375000 Penalty: 4253.616211
	Iteration 16Q: 3 clusters Score -664092.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -664107.812500 Penalty: 4253.616211
	Iteration 17Q: 3 clusters Score -664107.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -664112.187500 Penalty: 4253.616211
	Iteration 18Q: 3 clusters Score -664112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -664113.687500 Penalty: 4253.616211
	Iteration 19Q: 3 clusters Score -664113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -664113.437500 Penalty: 4253.616211
	Iteration 20F: 3 clusters Score -664113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25476 members 
Mstep: Class 3 contains 12809 members 
Mstep: Class 4 contains 34451 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 20928 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 55550 members 
Mstep: Class 14 contains 155040 members 
Mstep: Class 15 contains 72347 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 41022 members 
Mstep: Class 22 contains 9371 members 
Mstep: Class 23 contains 110964 members 
Mstep: Class 24 contains 1375 members 
Mstep: Class 25 contains 2862 members 
Entering Unmasked Estep 
Score: -77974288.000000 Penalty: 82773.140625
Splitting cluster 10 changes total score from -77972664.000000 to -77974288.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (20928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Entering Unmasked Estep 
Score: -2662805.500000 Penalty: 2467.312988
	Iteration 0F: 2 clusters Score -2662806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2648220.250000 Penalty: 4934.625977
	Iteration 0F: 3 clusters Score -2648220 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2653124.500000 Penalty: 4934.625977
	Iteration 1F: 3 clusters Score -2653124 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2653612.750000 Penalty: 4934.625977
	Iteration 2F: 3 clusters Score -2653613 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2654179.250000 Penalty: 4934.625977
	Iteration 3F: 3 clusters Score -2654179 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2654821.000000 Penalty: 4934.625977
	Iteration 4F: 3 clusters Score -2654821 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2655499.000000 Penalty: 4934.625977
	Iteration 5F: 3 clusters Score -2655499 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2656232.500000 Penalty: 4934.625977
	Iteration 6F: 3 clusters Score -2656232 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2657040.000000 Penalty: 4934.625977
	Iteration 7F: 3 clusters Score -2657040 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2657839.750000 Penalty: 4934.625977
	Iteration 8F: 3 clusters Score -2657840 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2658575.500000 Penalty: 4934.625977
	Iteration 9F: 3 clusters Score -2658576 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2659273.000000 Penalty: 4934.625977
	Iteration 10Q: 3 clusters Score -2659273 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2659816.500000 Penalty: 4934.625977
	Iteration 11Q: 3 clusters Score -2659816 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2660227.750000 Penalty: 4934.625977
	Iteration 12Q: 3 clusters Score -2660228 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2660526.500000 Penalty: 4934.625977
	Iteration 13Q: 3 clusters Score -2660526 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2660697.250000 Penalty: 4934.625977
	Iteration 14Q: 3 clusters Score -2660697 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2660802.500000 Penalty: 4934.625977
	Iteration 15Q: 3 clusters Score -2660802 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2660869.250000 Penalty: 4934.625977
	Iteration 16Q: 3 clusters Score -2660869 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2660919.250000 Penalty: 4934.625977
	Iteration 17Q: 3 clusters Score -2660919 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2660951.500000 Penalty: 4934.625977
	Iteration 18Q: 3 clusters Score -2660952 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2660977.750000 Penalty: 4934.625977
	Iteration 19Q: 3 clusters Score -2660978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2661000.500000 Penalty: 4934.625977
	Iteration 20F: 3 clusters Score -2661000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2660998.000000 Penalty: 4934.625977
	Iteration 21Q: 3 clusters Score -2660998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2661003.500000 Penalty: 4934.625977
	Iteration 22Q: 3 clusters Score -2661004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2661004.250000 Penalty: 4934.625977
	Iteration 23Q: 3 clusters Score -2661004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2661012.500000 Penalty: 4934.625977
	Iteration 24Q: 3 clusters Score -2661012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2661018.250000 Penalty: 4934.625977
	Iteration 25Q: 3 clusters Score -2661018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2661021.500000 Penalty: 4934.625977
	Iteration 26Q: 3 clusters Score -2661022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2661033.000000 Penalty: 4934.625977
	Iteration 27Q: 3 clusters Score -2661033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2661046.250000 Penalty: 4934.625977
	Iteration 28Q: 3 clusters Score -2661046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2661052.250000 Penalty: 4934.625977
	Iteration 29Q: 3 clusters Score -2661052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2661058.250000 Penalty: 4934.625977
	Iteration 30Q: 3 clusters Score -2661058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2661059.250000 Penalty: 4934.625977
	Iteration 31Q: 3 clusters Score -2661059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2661062.750000 Penalty: 4934.625977
	Iteration 32Q: 3 clusters Score -2661063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2661063.250000 Penalty: 4934.625977
	Iteration 33Q: 3 clusters Score -2661063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2661067.500000 Penalty: 4934.625977
	Iteration 34Q: 3 clusters Score -2661068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2661065.500000 Penalty: 4934.625977
	Iteration 35Q: 3 clusters Score -2661066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2661067.000000 Penalty: 4934.625977
	Iteration 36Q: 3 clusters Score -2661067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2661071.250000 Penalty: 4934.625977
	Iteration 37Q: 3 clusters Score -2661071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2661075.500000 Penalty: 4934.625977
	Iteration 38Q: 3 clusters Score -2661076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2661076.000000 Penalty: 4934.625977
	Iteration 39Q: 3 clusters Score -2661076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2661078.500000 Penalty: 4934.625977
	Iteration 40F: 3 clusters Score -2661078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2661077.500000 Penalty: 4934.625977
	Iteration 41Q: 3 clusters Score -2661078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2661072.500000 Penalty: 4934.625977
	Iteration 42Q: 3 clusters Score -2661072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2661076.750000 Penalty: 4934.625977
	Iteration 43Q: 3 clusters Score -2661077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2661074.000000 Penalty: 4934.625977
	Iteration 44Q: 3 clusters Score -2661074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2661070.750000 Penalty: 4934.625977
	Iteration 45Q: 3 clusters Score -2661071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2661076.500000 Penalty: 4934.625977
	Iteration 46Q: 3 clusters Score -2661076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2661075.500000 Penalty: 4934.625977
	Iteration 47Q: 3 clusters Score -2661076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2661080.750000 Penalty: 4934.625977
	Iteration 48Q: 3 clusters Score -2661081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2661083.250000 Penalty: 4934.625977
	Iteration 49Q: 3 clusters Score -2661083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2661085.000000 Penalty: 4934.625977
	Iteration 50Q: 3 clusters Score -2661085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2661085.000000 Penalty: 4934.625977
	Iteration 51F: 3 clusters Score -2661085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -270225.093750 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -270225.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -267474.343750 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -267474.3 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -268275.562500 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -268275.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -268577.343750 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -268577.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -268812.500000 Penalty: 3851.511719
	Iteration 3F: 3 clusters Score -268812.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -268963.593750 Penalty: 3851.511719
	Iteration 4F: 3 clusters Score -268963.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -269075.468750 Penalty: 3851.511719
	Iteration 5Q: 3 clusters Score -269075.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -269147.843750 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -269147.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -269214.812500 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -269214.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -269298.875000 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -269298.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -269364.281250 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -269364.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -269405.437500 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -269405.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -269450.218750 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -269450.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -269475.718750 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -269475.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -269488.687500 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -269488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -269495.093750 Penalty: 3851.511719
	Iteration 14Q: 3 clusters Score -269495.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -269500.500000 Penalty: 3851.511719
	Iteration 15Q: 3 clusters Score -269500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -269503.031250 Penalty: 3851.511719
	Iteration 16Q: 3 clusters Score -269503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -269503.968750 Penalty: 3851.511719
	Iteration 17Q: 3 clusters Score -269504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -269504.468750 Penalty: 3851.511719
	Iteration 18Q: 3 clusters Score -269504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -269505.531250 Penalty: 3851.511719
	Iteration 19Q: 3 clusters Score -269505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -269510.937500 Penalty: 3851.511719
	Iteration 20F: 3 clusters Score -269510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -269532.031250 Penalty: 3851.511719
	Iteration 21Q: 3 clusters Score -269532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -269550.437500 Penalty: 3851.511719
	Iteration 22Q: 3 clusters Score -269550.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -269555.218750 Penalty: 3851.511719
	Iteration 23Q: 3 clusters Score -269555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -269556.187500 Penalty: 3851.511719
	Iteration 24Q: 3 clusters Score -269556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -269558.468750 Penalty: 3851.511719
	Iteration 25Q: 3 clusters Score -269558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -269561.343750 Penalty: 3851.511719
	Iteration 26Q: 3 clusters Score -269561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -269562.156250 Penalty: 3851.511719
	Iteration 27Q: 3 clusters Score -269562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -269562.156250 Penalty: 3851.511719
	Iteration 28F: 3 clusters Score -269562.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Entering Unmasked Estep 
Score: -7117233.500000 Penalty: 2709.409424
	Iteration 0F: 2 clusters Score -7117234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -7079693.000000 Penalty: 5418.818848
	Iteration 0F: 3 clusters Score -7079693 nChanged 25927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -7094223.000000 Penalty: 5418.818848
	Iteration 1F: 3 clusters Score -7094223 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -7094897.000000 Penalty: 5418.818848
	Iteration 2Q: 3 clusters Score -7094897 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -7095662.500000 Penalty: 5418.818848
	Iteration 3Q: 3 clusters Score -7095662 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -7096340.500000 Penalty: 5418.818848
	Iteration 4Q: 3 clusters Score -7096340 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -7097065.000000 Penalty: 5418.818848
	Iteration 5Q: 3 clusters Score -7097065 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -7097788.500000 Penalty: 5418.818848
	Iteration 6Q: 3 clusters Score -7097788 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -7098485.000000 Penalty: 5418.818848
	Iteration 7Q: 3 clusters Score -7098485 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -7099256.000000 Penalty: 5418.818848
	Iteration 8Q: 3 clusters Score -7099256 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -7100012.000000 Penalty: 5418.818848
	Iteration 9Q: 3 clusters Score -7100012 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -7100924.000000 Penalty: 5418.818848
	Iteration 10Q: 3 clusters Score -7100924 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -7101905.500000 Penalty: 5418.818848
	Iteration 11Q: 3 clusters Score -7101906 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -7103065.000000 Penalty: 5418.818848
	Iteration 12Q: 3 clusters Score -7103065 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -7104242.000000 Penalty: 5418.818848
	Iteration 13Q: 3 clusters Score -7104242 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -7105234.000000 Penalty: 5418.818848
	Iteration 14Q: 3 clusters Score -7105234 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -7105927.000000 Penalty: 5418.818848
	Iteration 15Q: 3 clusters Score -7105927 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -7106276.000000 Penalty: 5418.818848
	Iteration 16Q: 3 clusters Score -7106276 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -7106423.000000 Penalty: 5418.818848
	Iteration 17Q: 3 clusters Score -7106423 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -7106558.500000 Penalty: 5418.818848
	Iteration 18Q: 3 clusters Score -7106558 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -7106629.000000 Penalty: 5418.818848
	Iteration 19Q: 3 clusters Score -7106629 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -7106714.500000 Penalty: 5418.818848
	Iteration 20F: 3 clusters Score -7106714 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -7106735.500000 Penalty: 5418.818848
	Iteration 21Q: 3 clusters Score -7106736 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -7106798.000000 Penalty: 5418.818848
	Iteration 22Q: 3 clusters Score -7106798 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -7106901.500000 Penalty: 5418.818848
	Iteration 23Q: 3 clusters Score -7106902 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -7106951.000000 Penalty: 5418.818848
	Iteration 24Q: 3 clusters Score -7106951 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7106974 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7107031 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7107065 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -7107105.500000 Penalty: 5418.818848
	Iteration 28Q: 3 clusters Score -7107106 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7107154 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -7107165.500000 Penalty: 5418.818848
	Iteration 30Q: 3 clusters Score -7107166 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -7107202.500000 Penalty: 5418.818848
	Iteration 31Q: 3 clusters Score -7107202 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -7107240.500000 Penalty: 5418.818848
	Iteration 32Q: 3 clusters Score -7107240 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -7107271.500000 Penalty: 5418.818848
	Iteration 33Q: 3 clusters Score -7107272 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -7107300.500000 Penalty: 5418.818848
	Iteration 34Q: 3 clusters Score -7107300 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7107360 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7107406 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -7107471.500000 Penalty: 5418.818848
	Iteration 37Q: 3 clusters Score -7107472 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7107529 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7107568 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7107602 nChanged 338
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Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7107682 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7107751 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7107800 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7107842 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7107852 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7107896 nChanged 346
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Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7107943 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7107974 nChanged 345
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Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -7108019.500000 Penalty: 5418.818848
	Iteration 49Q: 3 clusters Score -7108020 nChanged 373
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Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7108084 nChanged 394
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Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7108144 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7108181 nChanged 439
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Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7108302 nChanged 472
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Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7108416 nChanged 476
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Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7108493 nChanged 526
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Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7108618 nChanged 518
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Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7108744 nChanged 549
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Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7108876 nChanged 561
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Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7109008 nChanged 608
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Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7109137 nChanged 645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7109295 nChanged 663
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Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7109474 nChanged 662
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7109662 nChanged 696
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Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7109847 nChanged 701
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7110040 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7110315 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7110512 nChanged 752
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7110793 nChanged 777
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Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7111094 nChanged 743
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7111380 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7111670 nChanged 659
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7111925 nChanged 699
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7112202 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7112426 nChanged 583
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7112625 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7112874 nChanged 544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7113057 nChanged 500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50116 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7113252 nChanged 428
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Mstep: Class 1 contains 50544 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7113420 nChanged 421
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Mstep: Class 1 contains 50965 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7113584 nChanged 391
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Mstep: Class 1 contains 51354 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7113742 nChanged 352
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Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7113867 nChanged 308
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Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7114018 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7114114 nChanged 229
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Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7114198 nChanged 208
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Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7114276 nChanged 193
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Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7114359 nChanged 198
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Mstep: Class 1 contains 53095 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7114424 nChanged 164
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Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7114475 nChanged 137
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Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7114532 nChanged 117
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Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7114608 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7114640 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7114660 nChanged 63
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Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7114694 nChanged 74
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Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7114720 nChanged 86
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Mstep: Class 1 contains 53870 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7114756 nChanged 64
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Mstep: Class 1 contains 53924 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7114787 nChanged 55
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Mstep: Class 1 contains 53977 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7114825 nChanged 54
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7114850 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7114866 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7114884 nChanged 48
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Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7114902 nChanged 43
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Mstep: Class 1 contains 54234 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7114912 nChanged 33
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Mstep: Class 1 contains 54265 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7114922 nChanged 34
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Mstep: Class 1 contains 54295 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7114938 nChanged 40
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Mstep: Class 1 contains 54321 members 
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	Iteration 107Q: 3 clusters Score -7114950 nChanged 39
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Mstep: Class 1 contains 54344 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7114980 nChanged 39
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Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7115006 nChanged 28
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7114999 nChanged 27
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	Iteration 111Q: 3 clusters Score -7115012 nChanged 20
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7115027 nChanged 20
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7115036 nChanged 19
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7115044 nChanged 16
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7115049 nChanged 9
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	Iteration 116Q: 3 clusters Score -7115055 nChanged 9
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Entering Unmasked Estep 
Score: -7115059.500000 Penalty: 5418.818848
	Iteration 117Q: 3 clusters Score -7115060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7115062.500000 Penalty: 5418.818848
	Iteration 118Q: 3 clusters Score -7115062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7115066.000000 Penalty: 5418.818848
	Iteration 119Q: 3 clusters Score -7115066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7115070.500000 Penalty: 5418.818848
	Iteration 120F: 3 clusters Score -7115070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155040 members 
Entering Unmasked Estep 
Score: -19868338.000000 Penalty: 2963.956787
	Iteration 0F: 2 clusters Score -1.986834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -19764422.000000 Penalty: 5927.913574
	Iteration 0F: 3 clusters Score -1.976442e+07 nChanged 74406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -19807966.000000 Penalty: 5927.913574
	Iteration 1F: 3 clusters Score -1.980797e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -19809514.000000 Penalty: 5927.913574
	Iteration 2Q: 3 clusters Score -1.980951e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -19811774.000000 Penalty: 5927.913574
	Iteration 3Q: 3 clusters Score -1.981177e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -19815452.000000 Penalty: 5927.913574
	Iteration 4Q: 3 clusters Score -1.981545e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -19821234.000000 Penalty: 5927.913574
	Iteration 5F: 3 clusters Score -1.982123e+07 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117162 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -19830070.000000 Penalty: 5927.913574
	Iteration 6F: 3 clusters Score -1.983007e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130322 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -19842070.000000 Penalty: 5927.913574
	Iteration 7F: 3 clusters Score -1.984207e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141925 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -19853336.000000 Penalty: 5927.913574
	Iteration 8F: 3 clusters Score -1.985334e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149529 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -19860916.000000 Penalty: 5927.913574
	Iteration 9Q: 3 clusters Score -1.986092e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153016 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -19863952.000000 Penalty: 5927.913574
	Iteration 10Q: 3 clusters Score -1.986395e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154227 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19865118.000000 Penalty: 5927.913574
	Iteration 11Q: 3 clusters Score -1.986512e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154566 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -19865476.000000 Penalty: 5927.913574
	Iteration 12Q: 3 clusters Score -1.986548e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154656 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19865576.000000 Penalty: 5927.913574
	Iteration 13Q: 3 clusters Score -1.986558e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154687 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -19865678.000000 Penalty: 5927.913574
	Iteration 14Q: 3 clusters Score -1.986568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154709 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19865690.000000 Penalty: 5927.913574
	Iteration 15Q: 3 clusters Score -1.986569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19865736.000000 Penalty: 5927.913574
	Iteration 16Q: 3 clusters Score -1.986574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19865752.000000 Penalty: 5927.913574
	Iteration 17Q: 3 clusters Score -1.986575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154742 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19865768.000000 Penalty: 5927.913574
	Iteration 18Q: 3 clusters Score -1.986577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19865758.000000 Penalty: 5927.913574
	Iteration 19Q: 3 clusters Score -1.986576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154745 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19865760.000000 Penalty: 5927.913574
	Iteration 20F: 3 clusters Score -1.986576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19865754.000000 Penalty: 5927.913574
	Iteration 21Q: 3 clusters Score -1.986575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19865786.000000 Penalty: 5927.913574
	Iteration 22Q: 3 clusters Score -1.986579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19865768.000000 Penalty: 5927.913574
	Iteration 23Q: 3 clusters Score -1.986577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19865772.000000 Penalty: 5927.913574
	Iteration 24Q: 3 clusters Score -1.986577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19865766.000000 Penalty: 5927.913574
	Iteration 25Q: 3 clusters Score -1.986577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154742 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19865766.000000 Penalty: 5927.913574
	Iteration 26Q: 3 clusters Score -1.986577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19865770.000000 Penalty: 5927.913574
	Iteration 27Q: 3 clusters Score -1.986577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19865770.000000 Penalty: 5927.913574
	Iteration 28F: 3 clusters Score -1.986577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Entering Unmasked Estep 
Score: -9304513.000000 Penalty: 2774.928711
	Iteration 0F: 2 clusters Score -9304513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -9255969.000000 Penalty: 5549.857422
	Iteration 0F: 3 clusters Score -9255969 nChanged 33894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -9275293.000000 Penalty: 5549.857422
	Iteration 1F: 3 clusters Score -9275293 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -9276215.000000 Penalty: 5549.857422
	Iteration 2Q: 3 clusters Score -9276215 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -9277453.000000 Penalty: 5549.857422
	Iteration 3Q: 3 clusters Score -9277453 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -9279280.000000 Penalty: 5549.857422
	Iteration 4F: 3 clusters Score -9279280 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -9281485.000000 Penalty: 5549.857422
	Iteration 5F: 3 clusters Score -9281485 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -9283834.000000 Penalty: 5549.857422
	Iteration 6F: 3 clusters Score -9283834 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -9286234.000000 Penalty: 5549.857422
	Iteration 7F: 3 clusters Score -9286234 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -9288448.000000 Penalty: 5549.857422
	Iteration 8F: 3 clusters Score -9288448 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -9290458.000000 Penalty: 5549.857422
	Iteration 9Q: 3 clusters Score -9290458 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -9292577.000000 Penalty: 5549.857422
	Iteration 10Q: 3 clusters Score -9292577 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -9294748.000000 Penalty: 5549.857422
	Iteration 11Q: 3 clusters Score -9294748 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -9296874.000000 Penalty: 5549.857422
	Iteration 12Q: 3 clusters Score -9296874 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -9298752.000000 Penalty: 5549.857422
	Iteration 13Q: 3 clusters Score -9298752 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -9300119.000000 Penalty: 5549.857422
	Iteration 14Q: 3 clusters Score -9300119 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -9300955.000000 Penalty: 5549.857422
	Iteration 15Q: 3 clusters Score -9300955 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -9301404.000000 Penalty: 5549.857422
	Iteration 16Q: 3 clusters Score -9301404 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -9301667.000000 Penalty: 5549.857422
	Iteration 17Q: 3 clusters Score -9301667 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -9301866.000000 Penalty: 5549.857422
	Iteration 18Q: 3 clusters Score -9301866 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -9301993.000000 Penalty: 5549.857422
	Iteration 19Q: 3 clusters Score -9301993 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -9302077.000000 Penalty: 5549.857422
	Iteration 20F: 3 clusters Score -9302077 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -9302126.000000 Penalty: 5549.857422
	Iteration 21Q: 3 clusters Score -9302126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -9302170.000000 Penalty: 5549.857422
	Iteration 22Q: 3 clusters Score -9302170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -9302238.000000 Penalty: 5549.857422
	Iteration 23Q: 3 clusters Score -9302238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -9302289.000000 Penalty: 5549.857422
	Iteration 24Q: 3 clusters Score -9302289 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -9302347.000000 Penalty: 5549.857422
	Iteration 25Q: 3 clusters Score -9302347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -9302398.000000 Penalty: 5549.857422
	Iteration 26Q: 3 clusters Score -9302398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -9302431.000000 Penalty: 5549.857422
	Iteration 27Q: 3 clusters Score -9302431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -9302473.000000 Penalty: 5549.857422
	Iteration 28Q: 3 clusters Score -9302473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -9302474.000000 Penalty: 5549.857422
	Iteration 29Q: 3 clusters Score -9302474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -9302491.000000 Penalty: 5549.857422
	Iteration 30Q: 3 clusters Score -9302491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -9302499.000000 Penalty: 5549.857422
	Iteration 31Q: 3 clusters Score -9302499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -9302497.000000 Penalty: 5549.857422
	Iteration 32Q: 3 clusters Score -9302497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -9302506.000000 Penalty: 5549.857422
	Iteration 33Q: 3 clusters Score -9302506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -9302515.000000 Penalty: 5549.857422
	Iteration 34Q: 3 clusters Score -9302515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -9302511.000000 Penalty: 5549.857422
	Iteration 35Q: 3 clusters Score -9302511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -9302519.000000 Penalty: 5549.857422
	Iteration 36Q: 3 clusters Score -9302519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -9302512.000000 Penalty: 5549.857422
	Iteration 37Q: 3 clusters Score -9302512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -9302516.000000 Penalty: 5549.857422
	Iteration 38Q: 3 clusters Score -9302516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -9302517.000000 Penalty: 5549.857422
	Iteration 39Q: 3 clusters Score -9302517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -9302517.000000 Penalty: 5549.857422
	Iteration 40F: 3 clusters Score -9302517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Entering Unmasked Estep 
Score: -2103765.250000 Penalty: 2407.905518
	Iteration 0F: 2 clusters Score -2103765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2092004.875000 Penalty: 4815.811035
	Iteration 0F: 3 clusters Score -2092005 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2095814.625000 Penalty: 4815.811035
	Iteration 1F: 3 clusters Score -2095815 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2096237.625000 Penalty: 4815.811035
	Iteration 2F: 3 clusters Score -2096238 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2096603.375000 Penalty: 4815.811035
	Iteration 3F: 3 clusters Score -2096603 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2096931.875000 Penalty: 4815.811035
	Iteration 4Q: 3 clusters Score -2096932 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2097289.750000 Penalty: 4815.811035
	Iteration 5Q: 3 clusters Score -2097290 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2097727.000000 Penalty: 4815.811035
	Iteration 6Q: 3 clusters Score -2097727 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2098212.250000 Penalty: 4815.811035
	Iteration 7F: 3 clusters Score -2098212 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2098717.250000 Penalty: 4815.811035
	Iteration 8Q: 3 clusters Score -2098717 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2099246.750000 Penalty: 4815.811035
	Iteration 9Q: 3 clusters Score -2099247 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2099779.000000 Penalty: 4815.811035
	Iteration 10Q: 3 clusters Score -2099779 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2100258.750000 Penalty: 4815.811035
	Iteration 11Q: 3 clusters Score -2100259 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2100593.250000 Penalty: 4815.811035
	Iteration 12Q: 3 clusters Score -2100593 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2100868.000000 Penalty: 4815.811035
	Iteration 13Q: 3 clusters Score -2100868 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2101058.750000 Penalty: 4815.811035
	Iteration 14Q: 3 clusters Score -2101059 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2101201.500000 Penalty: 4815.811035
	Iteration 15Q: 3 clusters Score -2101202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2101315.500000 Penalty: 4815.811035
	Iteration 16Q: 3 clusters Score -2101316 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2101375.500000 Penalty: 4815.811035
	Iteration 17Q: 3 clusters Score -2101376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2101425.000000 Penalty: 4815.811035
	Iteration 18Q: 3 clusters Score -2101425 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2101468.500000 Penalty: 4815.811035
	Iteration 19Q: 3 clusters Score -2101468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2101514.250000 Penalty: 4815.811035
	Iteration 20F: 3 clusters Score -2101514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2101564.500000 Penalty: 4815.811035
	Iteration 21Q: 3 clusters Score -2101564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2101610.250000 Penalty: 4815.811035
	Iteration 22Q: 3 clusters Score -2101610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2101644.250000 Penalty: 4815.811035
	Iteration 23Q: 3 clusters Score -2101644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2101678.250000 Penalty: 4815.811035
	Iteration 24Q: 3 clusters Score -2101678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2101714.500000 Penalty: 4815.811035
	Iteration 25Q: 3 clusters Score -2101714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2101750.500000 Penalty: 4815.811035
	Iteration 26Q: 3 clusters Score -2101750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2101778.500000 Penalty: 4815.811035
	Iteration 27Q: 3 clusters Score -2101778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2101802.250000 Penalty: 4815.811035
	Iteration 28Q: 3 clusters Score -2101802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2101823.500000 Penalty: 4815.811035
	Iteration 29Q: 3 clusters Score -2101824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2101842.250000 Penalty: 4815.811035
	Iteration 30Q: 3 clusters Score -2101842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2101858.250000 Penalty: 4815.811035
	Iteration 31Q: 3 clusters Score -2101858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2101875.250000 Penalty: 4815.811035
	Iteration 32Q: 3 clusters Score -2101875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2101897.250000 Penalty: 4815.811035
	Iteration 33Q: 3 clusters Score -2101897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2101910.000000 Penalty: 4815.811035
	Iteration 34Q: 3 clusters Score -2101910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2101924.500000 Penalty: 4815.811035
	Iteration 35Q: 3 clusters Score -2101924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2101951.250000 Penalty: 4815.811035
	Iteration 36Q: 3 clusters Score -2101951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2101960.000000 Penalty: 4815.811035
	Iteration 37Q: 3 clusters Score -2101960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2101964.500000 Penalty: 4815.811035
	Iteration 38Q: 3 clusters Score -2101964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2101966.250000 Penalty: 4815.811035
	Iteration 39Q: 3 clusters Score -2101966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2101967.750000 Penalty: 4815.811035
	Iteration 40F: 3 clusters Score -2101968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2101966.500000 Penalty: 4815.811035
	Iteration 41Q: 3 clusters Score -2101966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2101971.000000 Penalty: 4815.811035
	Iteration 42Q: 3 clusters Score -2101971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2101976.500000 Penalty: 4815.811035
	Iteration 43Q: 3 clusters Score -2101976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2101980.500000 Penalty: 4815.811035
	Iteration 44Q: 3 clusters Score -2101980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2101986.750000 Penalty: 4815.811035
	Iteration 45Q: 3 clusters Score -2101987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2101991.250000 Penalty: 4815.811035
	Iteration 46Q: 3 clusters Score -2101991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2101995.500000 Penalty: 4815.811035
	Iteration 47Q: 3 clusters Score -2101996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2102001.250000 Penalty: 4815.811035
	Iteration 48Q: 3 clusters Score -2102001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2102006.500000 Penalty: 4815.811035
	Iteration 49Q: 3 clusters Score -2102006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2102010.000000 Penalty: 4815.811035
	Iteration 50Q: 3 clusters Score -2102010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2102014.500000 Penalty: 4815.811035
	Iteration 51Q: 3 clusters Score -2102014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2102016.000000 Penalty: 4815.811035
	Iteration 52Q: 3 clusters Score -2102016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2102019.000000 Penalty: 4815.811035
	Iteration 53Q: 3 clusters Score -2102019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2102020.250000 Penalty: 4815.811035
	Iteration 54Q: 3 clusters Score -2102020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2102022.250000 Penalty: 4815.811035
	Iteration 55Q: 3 clusters Score -2102022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2102022.750000 Penalty: 4815.811035
	Iteration 56Q: 3 clusters Score -2102023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2102022.250000 Penalty: 4815.811035
	Iteration 57Q: 3 clusters Score -2102022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2102024.250000 Penalty: 4815.811035
	Iteration 58Q: 3 clusters Score -2102024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2102025.250000 Penalty: 4815.811035
	Iteration 59Q: 3 clusters Score -2102025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2102024.250000 Penalty: 4815.811035
	Iteration 60F: 3 clusters Score -2102024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2102023.500000 Penalty: 4815.811035
	Iteration 61Q: 3 clusters Score -2102024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2102023.500000 Penalty: 4815.811035
	Iteration 62F: 3 clusters Score -2102024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -913855.437500 Penalty: 2201.936523
	Iteration 0F: 2 clusters Score -913855.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -907930.187500 Penalty: 4403.873047
	Iteration 0F: 3 clusters Score -907930.2 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -909658.125000 Penalty: 4403.873047
	Iteration 1F: 3 clusters Score -909658.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -910108.375000 Penalty: 4403.873047
	Iteration 2F: 3 clusters Score -910108.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -910598.312500 Penalty: 4403.873047
	Iteration 3F: 3 clusters Score -910598.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -911258.750000 Penalty: 4403.873047
	Iteration 4F: 3 clusters Score -911258.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -912243.875000 Penalty: 4403.873047
	Iteration 5F: 3 clusters Score -912243.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -912999.500000 Penalty: 4403.873047
	Iteration 6F: 3 clusters Score -912999.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -913515.500000 Penalty: 4403.873047
	Iteration 7F: 3 clusters Score -913515.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -913887.375000 Penalty: 4403.873047
	Iteration 8Q: 3 clusters Score -913887.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -914273.812500 Penalty: 4403.873047
	Iteration 9Q: 3 clusters Score -914273.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -914806.000000 Penalty: 4403.873047
	Iteration 10Q: 3 clusters Score -914806 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -915247.125000 Penalty: 4403.873047
	Iteration 11Q: 3 clusters Score -915247.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -915602.437500 Penalty: 4403.873047
	Iteration 12Q: 3 clusters Score -915602.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -915899.125000 Penalty: 4403.873047
	Iteration 13Q: 3 clusters Score -915899.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -916161.000000 Penalty: 4403.873047
	Iteration 14Q: 3 clusters Score -916161 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -916379.750000 Penalty: 4403.873047
	Iteration 15Q: 3 clusters Score -916379.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -916538.812500 Penalty: 4403.873047
	Iteration 16Q: 3 clusters Score -916538.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -916671.562500 Penalty: 4403.873047
	Iteration 17Q: 3 clusters Score -916671.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -916791.062500 Penalty: 4403.873047
	Iteration 18Q: 3 clusters Score -916791.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -916879.562500 Penalty: 4403.873047
	Iteration 19Q: 3 clusters Score -916879.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -916949.562500 Penalty: 4403.873047
	Iteration 20F: 3 clusters Score -916949.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -917010.250000 Penalty: 4403.873047
	Iteration 21Q: 3 clusters Score -917010.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -917065.000000 Penalty: 4403.873047
	Iteration 22Q: 3 clusters Score -917065 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -917110.500000 Penalty: 4403.873047
	Iteration 23Q: 3 clusters Score -917110.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -917142.500000 Penalty: 4403.873047
	Iteration 24Q: 3 clusters Score -917142.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -917161.875000 Penalty: 4403.873047
	Iteration 25Q: 3 clusters Score -917161.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -917170.437500 Penalty: 4403.873047
	Iteration 26Q: 3 clusters Score -917170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -917171.875000 Penalty: 4403.873047
	Iteration 27Q: 3 clusters Score -917171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -917173.375000 Penalty: 4403.873047
	Iteration 28Q: 3 clusters Score -917173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -917174.250000 Penalty: 4403.873047
	Iteration 29Q: 3 clusters Score -917174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -917173.062500 Penalty: 4403.873047
	Iteration 30Q: 3 clusters Score -917173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -917174.750000 Penalty: 4403.873047
	Iteration 31Q: 3 clusters Score -917174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -917175.000000 Penalty: 4403.873047
	Iteration 32Q: 3 clusters Score -917175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -917177.312500 Penalty: 4403.873047
	Iteration 33Q: 3 clusters Score -917177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -917177.062500 Penalty: 4403.873047
	Iteration 34Q: 3 clusters Score -917177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -917177.375000 Penalty: 4403.873047
	Iteration 35Q: 3 clusters Score -917177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -917177.375000 Penalty: 4403.873047
	Iteration 36F: 3 clusters Score -917177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25476 members 
Mstep: Class 3 contains 12809 members 
Mstep: Class 4 contains 34451 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 20928 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 55550 members 
Mstep: Class 14 contains 155040 members 
Mstep: Class 15 contains 72347 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 41022 members 
Mstep: Class 22 contains 9371 members 
Mstep: Class 23 contains 110964 members 
Mstep: Class 24 contains 1375 members 
Mstep: Class 25 contains 2862 members 
Mstep: Class 26 contains 2183 members 
Entering Unmasked Estep 
Score: -77976312.000000 Penalty: 86084.070312
Splitting cluster 17 changes total score from -77972664.000000 to -77976312.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -568045.125000 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -568045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -563676.562500 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -563676.6 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -565508.937500 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -565508.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -567169.062500 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -567169.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -568662.187500 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -568662.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -569509.312500 Penalty: 4217.232910
	Iteration 4F: 3 clusters Score -569509.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -569884.250000 Penalty: 4217.232910
	Iteration 5F: 3 clusters Score -569884.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -570031.125000 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -570031.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -570119.625000 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -570119.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -570154.812500 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -570154.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -570178.312500 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -570178.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -570195.812500 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -570195.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -570210.875000 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -570210.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -570219.562500 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -570219.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -570227.625000 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -570227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -570233.250000 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -570233.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -570240.812500 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -570240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -570244.875000 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -570244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -570247.937500 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -570247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -570248.562500 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -570248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -570250.062500 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -570250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -570250.625000 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -570250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -570250.437500 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -570250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -570250.437500 Penalty: 4217.232910
	Iteration 22F: 3 clusters Score -570250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25476 members 
Mstep: Class 3 contains 12809 members 
Mstep: Class 4 contains 34451 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 20928 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 55550 members 
Mstep: Class 14 contains 155040 members 
Mstep: Class 15 contains 72347 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 41022 members 
Mstep: Class 22 contains 9371 members 
Mstep: Class 23 contains 110964 members 
Mstep: Class 24 contains 1375 members 
Mstep: Class 25 contains 2862 members 
Mstep: Class 26 contains 2183 members 
Mstep: Class 27 contains 4428 members 
Entering Unmasked Estep 
Score: -77977504.000000 Penalty: 89394.992188
Splitting cluster 18 changes total score from -77972664.000000 to -77977504.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -52414.390625 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -52414.39 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 264 members 
Entering Unmasked Estep 
Score: -51064.492188 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -51064.49 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51612.214844 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -51612.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51751.082031 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -51751.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51846.953125 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -51846.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51954.875000 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -51954.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52054.515625 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -52054.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52156.855469 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -52156.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52231.593750 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -52231.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52248.113281 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -52248.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52256.414062 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -52256.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52262.066406 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -52262.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52262.621094 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -52262.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52262.621094 Penalty: 3096.142822
	Iteration 12F: 3 clusters Score -52262.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -210852.796875 Penalty: 1861.634766
	Iteration 0F: 2 clusters Score -210852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -208458.312500 Penalty: 3723.269531
	Iteration 0F: 3 clusters Score -208458.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -209056.671875 Penalty: 3723.269531
	Iteration 1F: 3 clusters Score -209056.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -209384.281250 Penalty: 3723.269531
	Iteration 2F: 3 clusters Score -209384.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -209749.609375 Penalty: 3723.269531
	Iteration 3F: 3 clusters Score -209749.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -210100.734375 Penalty: 3723.269531
	Iteration 4F: 3 clusters Score -210100.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -210304.406250 Penalty: 3723.269531
	Iteration 5F: 3 clusters Score -210304.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -210407.671875 Penalty: 3723.269531
	Iteration 6Q: 3 clusters Score -210407.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -210469.656250 Penalty: 3723.269531
	Iteration 7Q: 3 clusters Score -210469.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -210494.015625 Penalty: 3723.269531
	Iteration 8Q: 3 clusters Score -210494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -210500.828125 Penalty: 3723.269531
	Iteration 9Q: 3 clusters Score -210500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -210506.609375 Penalty: 3723.269531
	Iteration 10Q: 3 clusters Score -210506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -210508.937500 Penalty: 3723.269531
	Iteration 11Q: 3 clusters Score -210508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -210514.375000 Penalty: 3723.269531
	Iteration 12Q: 3 clusters Score -210514.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -210520.343750 Penalty: 3723.269531
	Iteration 13Q: 3 clusters Score -210520.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -210529.343750 Penalty: 3723.269531
	Iteration 14Q: 3 clusters Score -210529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -210531.312500 Penalty: 3723.269531
	Iteration 15Q: 3 clusters Score -210531.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -210533.656250 Penalty: 3723.269531
	Iteration 16Q: 3 clusters Score -210533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -210537.687500 Penalty: 3723.269531
	Iteration 17Q: 3 clusters Score -210537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -210539.375000 Penalty: 3723.269531
	Iteration 18Q: 3 clusters Score -210539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -210540.343750 Penalty: 3723.269531
	Iteration 19Q: 3 clusters Score -210540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -210541.921875 Penalty: 3723.269531
	Iteration 20F: 3 clusters Score -210541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -210542.828125 Penalty: 3723.269531
	Iteration 21Q: 3 clusters Score -210542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -210542.828125 Penalty: 3723.269531
	Iteration 22F: 3 clusters Score -210542.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Entering Unmasked Estep 
Score: -5209803.000000 Penalty: 2634.222168
	Iteration 0F: 2 clusters Score -5209803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -5182103.500000 Penalty: 5268.444336
	Iteration 0F: 3 clusters Score -5182104 nChanged 18780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -5192837.000000 Penalty: 5268.444336
	Iteration 1F: 3 clusters Score -5192837 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -5193832.500000 Penalty: 5268.444336
	Iteration 2F: 3 clusters Score -5193832 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -5195230.000000 Penalty: 5268.444336
	Iteration 3F: 3 clusters Score -5195230 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -5197100.000000 Penalty: 5268.444336
	Iteration 4F: 3 clusters Score -5197100 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -5199195.500000 Penalty: 5268.444336
	Iteration 5F: 3 clusters Score -5199196 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -5201313.000000 Penalty: 5268.444336
	Iteration 6F: 3 clusters Score -5201313 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -5203196.000000 Penalty: 5268.444336
	Iteration 7F: 3 clusters Score -5203196 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -5204713.000000 Penalty: 5268.444336
	Iteration 8Q: 3 clusters Score -5204713 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -5205722.500000 Penalty: 5268.444336
	Iteration 9Q: 3 clusters Score -5205722 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -5206398.000000 Penalty: 5268.444336
	Iteration 10Q: 3 clusters Score -5206398 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5206779.000000 Penalty: 5268.444336
	Iteration 11Q: 3 clusters Score -5206779 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -5207057.000000 Penalty: 5268.444336
	Iteration 12Q: 3 clusters Score -5207057 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5207229.000000 Penalty: 5268.444336
	Iteration 13Q: 3 clusters Score -5207229 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5207339.500000 Penalty: 5268.444336
	Iteration 14Q: 3 clusters Score -5207340 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -5207427.000000 Penalty: 5268.444336
	Iteration 15Q: 3 clusters Score -5207427 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5207460.500000 Penalty: 5268.444336
	Iteration 16Q: 3 clusters Score -5207460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5207498.000000 Penalty: 5268.444336
	Iteration 17Q: 3 clusters Score -5207498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -5207513.000000 Penalty: 5268.444336
	Iteration 18Q: 3 clusters Score -5207513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -5207515.000000 Penalty: 5268.444336
	Iteration 19Q: 3 clusters Score -5207515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -5207523.000000 Penalty: 5268.444336
	Iteration 20F: 3 clusters Score -5207523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -5207532.000000 Penalty: 5268.444336
	Iteration 21Q: 3 clusters Score -5207532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -5207540.500000 Penalty: 5268.444336
	Iteration 22Q: 3 clusters Score -5207540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -5207552.500000 Penalty: 5268.444336
	Iteration 23Q: 3 clusters Score -5207552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5207559.000000 Penalty: 5268.444336
	Iteration 24Q: 3 clusters Score -5207559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -5207574.500000 Penalty: 5268.444336
	Iteration 25Q: 3 clusters Score -5207574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5207581.500000 Penalty: 5268.444336
	Iteration 26Q: 3 clusters Score -5207582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5207588.000000 Penalty: 5268.444336
	Iteration 27Q: 3 clusters Score -5207588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -5207603.000000 Penalty: 5268.444336
	Iteration 28Q: 3 clusters Score -5207603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5207608.000000 Penalty: 5268.444336
	Iteration 29Q: 3 clusters Score -5207608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -5207626.500000 Penalty: 5268.444336
	Iteration 30Q: 3 clusters Score -5207626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -5207631.000000 Penalty: 5268.444336
	Iteration 31Q: 3 clusters Score -5207631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -5207628.000000 Penalty: 5268.444336
	Iteration 32Q: 3 clusters Score -5207628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5207634.500000 Penalty: 5268.444336
	Iteration 33Q: 3 clusters Score -5207634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -5207639.000000 Penalty: 5268.444336
	Iteration 34Q: 3 clusters Score -5207639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5207645.000000 Penalty: 5268.444336
	Iteration 35Q: 3 clusters Score -5207645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5207652.000000 Penalty: 5268.444336
	Iteration 36Q: 3 clusters Score -5207652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -5207652.000000 Penalty: 5268.444336
	Iteration 37Q: 3 clusters Score -5207652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -5207653.500000 Penalty: 5268.444336
	Iteration 38Q: 3 clusters Score -5207654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5207654.000000 Penalty: 5268.444336
	Iteration 39Q: 3 clusters Score -5207654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5207651.500000 Penalty: 5268.444336
	Iteration 40F: 3 clusters Score -5207652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -5207658.000000 Penalty: 5268.444336
	Iteration 41Q: 3 clusters Score -5207658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -5207657.500000 Penalty: 5268.444336
	Iteration 42Q: 3 clusters Score -5207658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -5207657.500000 Penalty: 5268.444336
	Iteration 43F: 3 clusters Score -5207658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Entering Unmasked Estep 
Score: -1154791.000000 Penalty: 2268.052979
	Iteration 0F: 2 clusters Score -1154791 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 4763 members 
Entering Unmasked Estep 
Score: -1147514.625000 Penalty: 4536.105957
	Iteration 0F: 3 clusters Score -1147515 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1149645.750000 Penalty: 4536.105957
	Iteration 1F: 3 clusters Score -1149646 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1149950.000000 Penalty: 4536.105957
	Iteration 2F: 3 clusters Score -1149950 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1150181.375000 Penalty: 4536.105957
	Iteration 3F: 3 clusters Score -1150181 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1150361.375000 Penalty: 4536.105957
	Iteration 4Q: 3 clusters Score -1150361 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1150522.125000 Penalty: 4536.105957
	Iteration 5Q: 3 clusters Score -1150522 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1150698.750000 Penalty: 4536.105957
	Iteration 6Q: 3 clusters Score -1150699 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1150876.875000 Penalty: 4536.105957
	Iteration 7Q: 3 clusters Score -1150877 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1151054.625000 Penalty: 4536.105957
	Iteration 8Q: 3 clusters Score -1151055 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1151215.625000 Penalty: 4536.105957
	Iteration 9Q: 3 clusters Score -1151216 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1151370.375000 Penalty: 4536.105957
	Iteration 10Q: 3 clusters Score -1151370 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1151528.125000 Penalty: 4536.105957
	Iteration 11Q: 3 clusters Score -1151528 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1151665.375000 Penalty: 4536.105957
	Iteration 12Q: 3 clusters Score -1151665 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1151782.125000 Penalty: 4536.105957
	Iteration 13Q: 3 clusters Score -1151782 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1151910.875000 Penalty: 4536.105957
	Iteration 14Q: 3 clusters Score -1151911 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1152012.000000 Penalty: 4536.105957
	Iteration 15Q: 3 clusters Score -1152012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1152107.750000 Penalty: 4536.105957
	Iteration 16Q: 3 clusters Score -1152108 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1152194.375000 Penalty: 4536.105957
	Iteration 17Q: 3 clusters Score -1152194 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1152274.625000 Penalty: 4536.105957
	Iteration 18Q: 3 clusters Score -1152275 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1152332.750000 Penalty: 4536.105957
	Iteration 19Q: 3 clusters Score -1152333 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1152393.750000 Penalty: 4536.105957
	Iteration 20F: 3 clusters Score -1152394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1152453.125000 Penalty: 4536.105957
	Iteration 21Q: 3 clusters Score -1152453 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1152503.750000 Penalty: 4536.105957
	Iteration 22Q: 3 clusters Score -1152504 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1152552.375000 Penalty: 4536.105957
	Iteration 23Q: 3 clusters Score -1152552 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1152590.500000 Penalty: 4536.105957
	Iteration 24Q: 3 clusters Score -1152590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1152620.625000 Penalty: 4536.105957
	Iteration 25Q: 3 clusters Score -1152621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1152641.875000 Penalty: 4536.105957
	Iteration 26Q: 3 clusters Score -1152642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1152663.000000 Penalty: 4536.105957
	Iteration 27Q: 3 clusters Score -1152663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1152686.625000 Penalty: 4536.105957
	Iteration 28Q: 3 clusters Score -1152687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1152699.375000 Penalty: 4536.105957
	Iteration 29Q: 3 clusters Score -1152699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1152711.875000 Penalty: 4536.105957
	Iteration 30Q: 3 clusters Score -1152712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1152722.500000 Penalty: 4536.105957
	Iteration 31Q: 3 clusters Score -1152722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1152731.500000 Penalty: 4536.105957
	Iteration 32Q: 3 clusters Score -1152732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1152740.875000 Penalty: 4536.105957
	Iteration 33Q: 3 clusters Score -1152741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1152751.375000 Penalty: 4536.105957
	Iteration 34Q: 3 clusters Score -1152751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1152759.500000 Penalty: 4536.105957
	Iteration 35Q: 3 clusters Score -1152760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1152761.875000 Penalty: 4536.105957
	Iteration 36Q: 3 clusters Score -1152762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1152765.500000 Penalty: 4536.105957
	Iteration 37Q: 3 clusters Score -1152766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1152774.875000 Penalty: 4536.105957
	Iteration 38Q: 3 clusters Score -1152775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1152775.500000 Penalty: 4536.105957
	Iteration 39Q: 3 clusters Score -1152776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1152782.750000 Penalty: 4536.105957
	Iteration 40F: 3 clusters Score -1152783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1152792.750000 Penalty: 4536.105957
	Iteration 41Q: 3 clusters Score -1152793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1152795.125000 Penalty: 4536.105957
	Iteration 42Q: 3 clusters Score -1152795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1152801.375000 Penalty: 4536.105957
	Iteration 43Q: 3 clusters Score -1152801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1152807.125000 Penalty: 4536.105957
	Iteration 44Q: 3 clusters Score -1152807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1152815.750000 Penalty: 4536.105957
	Iteration 45Q: 3 clusters Score -1152816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1152822.375000 Penalty: 4536.105957
	Iteration 46Q: 3 clusters Score -1152822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1152825.875000 Penalty: 4536.105957
	Iteration 47Q: 3 clusters Score -1152826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1152829.875000 Penalty: 4536.105957
	Iteration 48Q: 3 clusters Score -1152830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1152831.625000 Penalty: 4536.105957
	Iteration 49Q: 3 clusters Score -1152832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1152831.875000 Penalty: 4536.105957
	Iteration 50Q: 3 clusters Score -1152832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1152834.375000 Penalty: 4536.105957
	Iteration 51Q: 3 clusters Score -1152834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1152835.500000 Penalty: 4536.105957
	Iteration 52Q: 3 clusters Score -1152836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1152835.500000 Penalty: 4536.105957
	Iteration 53Q: 3 clusters Score -1152836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1152836.000000 Penalty: 4536.105957
	Iteration 54Q: 3 clusters Score -1152836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1152834.625000 Penalty: 4536.105957
	Iteration 55Q: 3 clusters Score -1152835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1152833.125000 Penalty: 4536.105957
	Iteration 56Q: 3 clusters Score -1152833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1152835.000000 Penalty: 4536.105957
	Iteration 57Q: 3 clusters Score -1152835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1152837.000000 Penalty: 4536.105957
	Iteration 58Q: 3 clusters Score -1152837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1152836.625000 Penalty: 4536.105957
	Iteration 59Q: 3 clusters Score -1152837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1152839.000000 Penalty: 4536.105957
	Iteration 60F: 3 clusters Score -1152839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1152839.250000 Penalty: 4536.105957
	Iteration 61Q: 3 clusters Score -1152839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1152840.750000 Penalty: 4536.105957
	Iteration 62Q: 3 clusters Score -1152841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1152839.500000 Penalty: 4536.105957
	Iteration 63Q: 3 clusters Score -1152840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1152839.875000 Penalty: 4536.105957
	Iteration 64Q: 3 clusters Score -1152840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1152845.375000 Penalty: 4536.105957
	Iteration 65Q: 3 clusters Score -1152845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1152847.625000 Penalty: 4536.105957
	Iteration 66Q: 3 clusters Score -1152848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1152845.875000 Penalty: 4536.105957
	Iteration 67Q: 3 clusters Score -1152846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1152847.250000 Penalty: 4536.105957
	Iteration 68Q: 3 clusters Score -1152847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1152848.500000 Penalty: 4536.105957
	Iteration 69Q: 3 clusters Score -1152848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1152853.375000 Penalty: 4536.105957
	Iteration 70Q: 3 clusters Score -1152853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1152854.625000 Penalty: 4536.105957
	Iteration 71Q: 3 clusters Score -1152855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1152856.750000 Penalty: 4536.105957
	Iteration 72Q: 3 clusters Score -1152857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1152859.625000 Penalty: 4536.105957
	Iteration 73Q: 3 clusters Score -1152860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1152861.750000 Penalty: 4536.105957
	Iteration 74Q: 3 clusters Score -1152862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1152861.875000 Penalty: 4536.105957
	Iteration 75Q: 3 clusters Score -1152862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1152861.000000 Penalty: 4536.105957
	Iteration 76Q: 3 clusters Score -1152861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1152861.000000 Penalty: 4536.105957
	Iteration 77F: 3 clusters Score -1152861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (110964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110964 members 
Entering Unmasked Estep 
Score: -14107588.000000 Penalty: 2881.006348
	Iteration 0F: 2 clusters Score -1.410759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -14033553.000000 Penalty: 5762.012695
	Iteration 0F: 3 clusters Score -1.403355e+07 nChanged 52529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -14063261.000000 Penalty: 5762.012695
	Iteration 1F: 3 clusters Score -1.406326e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -14064330.000000 Penalty: 5762.012695
	Iteration 2Q: 3 clusters Score -1.406433e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -14065759.000000 Penalty: 5762.012695
	Iteration 3Q: 3 clusters Score -1.406576e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -14067976.000000 Penalty: 5762.012695
	Iteration 4Q: 3 clusters Score -1.406798e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -14072036.000000 Penalty: 5762.012695
	Iteration 5Q: 3 clusters Score -1.407204e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -14076907.000000 Penalty: 5762.012695
	Iteration 6F: 3 clusters Score -1.407691e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -14081687.000000 Penalty: 5762.012695
	Iteration 7F: 3 clusters Score -1.408169e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -14086135.000000 Penalty: 5762.012695
	Iteration 8F: 3 clusters Score -1.408614e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -14089613.000000 Penalty: 5762.012695
	Iteration 9F: 3 clusters Score -1.408961e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -14091715.000000 Penalty: 5762.012695
	Iteration 10Q: 3 clusters Score -1.409172e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -14093033.000000 Penalty: 5762.012695
	Iteration 11Q: 3 clusters Score -1.409303e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -14093686.000000 Penalty: 5762.012695
	Iteration 12Q: 3 clusters Score -1.409369e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -14094133.000000 Penalty: 5762.012695
	Iteration 13Q: 3 clusters Score -1.409413e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -14094460.000000 Penalty: 5762.012695
	Iteration 14Q: 3 clusters Score -1.409446e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -14094783.000000 Penalty: 5762.012695
	Iteration 15Q: 3 clusters Score -1.409478e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -14094979.000000 Penalty: 5762.012695
	Iteration 16Q: 3 clusters Score -1.409498e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -14095163.000000 Penalty: 5762.012695
	Iteration 17Q: 3 clusters Score -1.409516e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -14095426.000000 Penalty: 5762.012695
	Iteration 18Q: 3 clusters Score -1.409543e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -14095681.000000 Penalty: 5762.012695
	Iteration 19Q: 3 clusters Score -1.409568e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -14095879.000000 Penalty: 5762.012695
	Iteration 20F: 3 clusters Score -1.409588e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -14096123.000000 Penalty: 5762.012695
	Iteration 21Q: 3 clusters Score -1.409612e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -14096300.000000 Penalty: 5762.012695
	Iteration 22Q: 3 clusters Score -1.40963e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -14096410.000000 Penalty: 5762.012695
	Iteration 23Q: 3 clusters Score -1.409641e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -14096557.000000 Penalty: 5762.012695
	Iteration 24Q: 3 clusters Score -1.409656e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -14096727.000000 Penalty: 5762.012695
	Iteration 25Q: 3 clusters Score -1.409673e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -14096905.000000 Penalty: 5762.012695
	Iteration 26Q: 3 clusters Score -1.40969e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -14097040.000000 Penalty: 5762.012695
	Iteration 27Q: 3 clusters Score -1.409704e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -14097170.000000 Penalty: 5762.012695
	Iteration 28Q: 3 clusters Score -1.409717e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -14097326.000000 Penalty: 5762.012695
	Iteration 29Q: 3 clusters Score -1.409733e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -14097457.000000 Penalty: 5762.012695
	Iteration 30Q: 3 clusters Score -1.409746e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -14097537.000000 Penalty: 5762.012695
	Iteration 31Q: 3 clusters Score -1.409754e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -14097649.000000 Penalty: 5762.012695
	Iteration 32Q: 3 clusters Score -1.409765e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -14097743.000000 Penalty: 5762.012695
	Iteration 33Q: 3 clusters Score -1.409774e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -14097914.000000 Penalty: 5762.012695
	Iteration 34Q: 3 clusters Score -1.409791e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -14098019.000000 Penalty: 5762.012695
	Iteration 35Q: 3 clusters Score -1.409802e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -14098152.000000 Penalty: 5762.012695
	Iteration 36Q: 3 clusters Score -1.409815e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -14098466.000000 Penalty: 5762.012695
	Iteration 37Q: 3 clusters Score -1.409847e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -14098595.000000 Penalty: 5762.012695
	Iteration 38Q: 3 clusters Score -1.40986e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -14098834.000000 Penalty: 5762.012695
	Iteration 39Q: 3 clusters Score -1.409883e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -14098991.000000 Penalty: 5762.012695
	Iteration 40F: 3 clusters Score -1.409899e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -14099184.000000 Penalty: 5762.012695
	Iteration 41Q: 3 clusters Score -1.409918e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -14099442.000000 Penalty: 5762.012695
	Iteration 42Q: 3 clusters Score -1.409944e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -14099702.000000 Penalty: 5762.012695
	Iteration 43Q: 3 clusters Score -1.40997e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -14100001.000000 Penalty: 5762.012695
	Iteration 44Q: 3 clusters Score -1.41e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -14100273.000000 Penalty: 5762.012695
	Iteration 45Q: 3 clusters Score -1.410027e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -14100579.000000 Penalty: 5762.012695
	Iteration 46Q: 3 clusters Score -1.410058e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -14100906.000000 Penalty: 5762.012695
	Iteration 47Q: 3 clusters Score -1.410091e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -14101253.000000 Penalty: 5762.012695
	Iteration 48Q: 3 clusters Score -1.410125e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -14101736.000000 Penalty: 5762.012695
	Iteration 49Q: 3 clusters Score -1.410174e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -14102246.000000 Penalty: 5762.012695
	Iteration 50Q: 3 clusters Score -1.410225e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -14102836.000000 Penalty: 5762.012695
	Iteration 51Q: 3 clusters Score -1.410284e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -14103448.000000 Penalty: 5762.012695
	Iteration 52Q: 3 clusters Score -1.410345e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -14104029.000000 Penalty: 5762.012695
	Iteration 53Q: 3 clusters Score -1.410403e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -14104686.000000 Penalty: 5762.012695
	Iteration 54Q: 3 clusters Score -1.410469e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -14105423.000000 Penalty: 5762.012695
	Iteration 55Q: 3 clusters Score -1.410542e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -14106202.000000 Penalty: 5762.012695
	Iteration 56Q: 3 clusters Score -1.41062e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91003 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -14106947.000000 Penalty: 5762.012695
	Iteration 57Q: 3 clusters Score -1.410695e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -14107711.000000 Penalty: 5762.012695
	Iteration 58Q: 3 clusters Score -1.410771e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -14108379.000000 Penalty: 5762.012695
	Iteration 59Q: 3 clusters Score -1.410838e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -14109152.000000 Penalty: 5762.012695
	Iteration 60F: 3 clusters Score -1.410915e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -14109937.000000 Penalty: 5762.012695
	Iteration 61Q: 3 clusters Score -1.410994e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -14110499.000000 Penalty: 5762.012695
	Iteration 62Q: 3 clusters Score -1.41105e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -14111028.000000 Penalty: 5762.012695
	Iteration 63Q: 3 clusters Score -1.411103e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -14111389.000000 Penalty: 5762.012695
	Iteration 64Q: 3 clusters Score -1.411139e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -14111659.000000 Penalty: 5762.012695
	Iteration 65Q: 3 clusters Score -1.411166e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -14111962.000000 Penalty: 5762.012695
	Iteration 66Q: 3 clusters Score -1.411196e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -14112148.000000 Penalty: 5762.012695
	Iteration 67Q: 3 clusters Score -1.411215e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -14112374.000000 Penalty: 5762.012695
	Iteration 68Q: 3 clusters Score -1.411237e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -14112468.000000 Penalty: 5762.012695
	Iteration 69Q: 3 clusters Score -1.411247e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103086 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -14112543.000000 Penalty: 5762.012695
	Iteration 70Q: 3 clusters Score -1.411254e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -14112614.000000 Penalty: 5762.012695
	Iteration 71Q: 3 clusters Score -1.411261e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -14112733.000000 Penalty: 5762.012695
	Iteration 72Q: 3 clusters Score -1.411273e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103994 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -14112848.000000 Penalty: 5762.012695
	Iteration 73Q: 3 clusters Score -1.411285e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -14112902.000000 Penalty: 5762.012695
	Iteration 74Q: 3 clusters Score -1.41129e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -14112977.000000 Penalty: 5762.012695
	Iteration 75Q: 3 clusters Score -1.411298e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -14112980.000000 Penalty: 5762.012695
	Iteration 76Q: 3 clusters Score -1.411298e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104741 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -14112990.000000 Penalty: 5762.012695
	Iteration 77Q: 3 clusters Score -1.411299e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104850 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -14112976.000000 Penalty: 5762.012695
	Iteration 78Q: 3 clusters Score -1.411298e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -14112986.000000 Penalty: 5762.012695
	Iteration 79Q: 3 clusters Score -1.411299e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -14113033.000000 Penalty: 5762.012695
	Iteration 80F: 3 clusters Score -1.411303e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -14113026.000000 Penalty: 5762.012695
	Iteration 81Q: 3 clusters Score -1.411303e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -14113035.000000 Penalty: 5762.012695
	Iteration 82Q: 3 clusters Score -1.411304e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -14113021.000000 Penalty: 5762.012695
	Iteration 83Q: 3 clusters Score -1.411302e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -14113038.000000 Penalty: 5762.012695
	Iteration 84Q: 3 clusters Score -1.411304e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -14113042.000000 Penalty: 5762.012695
	Iteration 85Q: 3 clusters Score -1.411304e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -14113049.000000 Penalty: 5762.012695
	Iteration 86Q: 3 clusters Score -1.411305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -14113051.000000 Penalty: 5762.012695
	Iteration 87Q: 3 clusters Score -1.411305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -14113056.000000 Penalty: 5762.012695
	Iteration 88Q: 3 clusters Score -1.411306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105395 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -14113060.000000 Penalty: 5762.012695
	Iteration 89Q: 3 clusters Score -1.411306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105412 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -14113066.000000 Penalty: 5762.012695
	Iteration 90Q: 3 clusters Score -1.411307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105430 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -14113093.000000 Penalty: 5762.012695
	Iteration 91Q: 3 clusters Score -1.411309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105447 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -14113096.000000 Penalty: 5762.012695
	Iteration 92Q: 3 clusters Score -1.41131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -14113094.000000 Penalty: 5762.012695
	Iteration 93Q: 3 clusters Score -1.411309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105473 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -14113089.000000 Penalty: 5762.012695
	Iteration 94Q: 3 clusters Score -1.411309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105481 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -14113089.000000 Penalty: 5762.012695
	Iteration 95Q: 3 clusters Score -1.411309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -14113092.000000 Penalty: 5762.012695
	Iteration 96Q: 3 clusters Score -1.411309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -14113099.000000 Penalty: 5762.012695
	Iteration 97Q: 3 clusters Score -1.41131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -14113098.000000 Penalty: 5762.012695
	Iteration 98Q: 3 clusters Score -1.41131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -14113104.000000 Penalty: 5762.012695
	Iteration 99Q: 3 clusters Score -1.41131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105492 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -14113104.000000 Penalty: 5762.012695
	Iteration 100F: 3 clusters Score -1.41131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -14113105.000000 Penalty: 5762.012695
	Iteration 101Q: 3 clusters Score -1.41131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -14113100.000000 Penalty: 5762.012695
	Iteration 102Q: 3 clusters Score -1.41131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -14113103.000000 Penalty: 5762.012695
	Iteration 103Q: 3 clusters Score -1.41131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105506 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -14113101.000000 Penalty: 5762.012695
	Iteration 104Q: 3 clusters Score -1.41131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105507 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -14113100.000000 Penalty: 5762.012695
	Iteration 105Q: 3 clusters Score -1.41131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105507 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -14113100.000000 Penalty: 5762.012695
	Iteration 106F: 3 clusters Score -1.41131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25476 members 
Mstep: Class 3 contains 12809 members 
Mstep: Class 4 contains 34451 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 20928 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 55550 members 
Mstep: Class 14 contains 155040 members 
Mstep: Class 15 contains 72347 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 41022 members 
Mstep: Class 22 contains 9371 members 
Mstep: Class 23 contains 105507 members 
Mstep: Class 24 contains 1375 members 
Mstep: Class 25 contains 2862 members 
Mstep: Class 26 contains 2183 members 
Mstep: Class 27 contains 4428 members 
Mstep: Class 28 contains 5457 members 
Entering Unmasked Estep 
Score: -77982456.000000 Penalty: 92705.921875
Splitting cluster 23 changes total score from -77972664.000000 to -77982456.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -156348.500000 Penalty: 1792.099854
	Iteration 0F: 2 clusters Score -156348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -154225.531250 Penalty: 3584.199707
	Iteration 0F: 3 clusters Score -154225.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -154849.375000 Penalty: 3584.199707
	Iteration 1F: 3 clusters Score -154849.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155344.609375 Penalty: 3584.199707
	Iteration 2F: 3 clusters Score -155344.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -155911.562500 Penalty: 3584.199707
	Iteration 3F: 3 clusters Score -155911.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -156557.500000 Penalty: 3584.199707
	Iteration 4F: 3 clusters Score -156557.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -157152.671875 Penalty: 3584.199707
	Iteration 5F: 3 clusters Score -157152.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -157256.250000 Penalty: 3584.199707
	Iteration 6Q: 3 clusters Score -157256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -157272.718750 Penalty: 3584.199707
	Iteration 7Q: 3 clusters Score -157272.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -157319.734375 Penalty: 3584.199707
	Iteration 8Q: 3 clusters Score -157319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157404.078125 Penalty: 3584.199707
	Iteration 9Q: 3 clusters Score -157404.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -157495.812500 Penalty: 3584.199707
	Iteration 10Q: 3 clusters Score -157495.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157605.953125 Penalty: 3584.199707
	Iteration 11Q: 3 clusters Score -157606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -157755.265625 Penalty: 3584.199707
	Iteration 12Q: 3 clusters Score -157755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -157787.093750 Penalty: 3584.199707
	Iteration 13Q: 3 clusters Score -157787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -157791.218750 Penalty: 3584.199707
	Iteration 14Q: 3 clusters Score -157791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -157792.875000 Penalty: 3584.199707
	Iteration 15Q: 3 clusters Score -157792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -157792.875000 Penalty: 3584.199707
	Iteration 16F: 3 clusters Score -157792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25476 members 
Mstep: Class 3 contains 12809 members 
Mstep: Class 4 contains 34451 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 20928 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 55550 members 
Mstep: Class 14 contains 155040 members 
Mstep: Class 15 contains 72347 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 41022 members 
Mstep: Class 22 contains 9371 members 
Mstep: Class 23 contains 105507 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 2862 members 
Mstep: Class 26 contains 2183 members 
Mstep: Class 27 contains 4428 members 
Mstep: Class 28 contains 5457 members 
Mstep: Class 29 contains 533 members 
Entering Unmasked Estep 
Score: -77982456.000000 Penalty: 96016.843750
Splitting cluster 24 changes total score from -77972664.000000 to -77982456.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25476 members 
Mstep: Class 3 contains 12809 members 
Mstep: Class 4 contains 34451 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 20928 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 55550 members 
Mstep: Class 14 contains 155040 members 
Mstep: Class 15 contains 72347 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 41022 members 
Mstep: Class 22 contains 9371 members 
Mstep: Class 23 contains 105507 members 
Mstep: Class 24 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984160.000000 Penalty: 96016.843750
Iteration 79Q: 30 clusters Score -7.798416e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25515 members 
Mstep: Class 3 contains 12791 members 
Mstep: Class 4 contains 34466 members 
Mstep: Class 5 contains 25169 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 9647 members 
Mstep: Class 8 contains 11689 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 21028 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 55575 members 
Mstep: Class 14 contains 155279 members 
Mstep: Class 15 contains 72374 members 
Mstep: Class 16 contains 16603 members 
Mstep: Class 17 contains 5023 members 
Mstep: Class 18 contains 528 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 41015 members 
Mstep: Class 22 contains 9379 members 
Mstep: Class 23 contains 104946 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 2787 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 5326 members 
Mstep: Class 29 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77986936.000000 Penalty: 96016.843750
Iteration 80F: 30 clusters Score -7.798694e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25313 members 
Mstep: Class 3 contains 12773 members 
Mstep: Class 4 contains 34244 members 
Mstep: Class 5 contains 25110 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 11694 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 21057 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 55574 members 
Mstep: Class 14 contains 155148 members 
Mstep: Class 15 contains 72259 members 
Mstep: Class 16 contains 16658 members 
Mstep: Class 17 contains 5043 members 
Mstep: Class 18 contains 553 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 40707 members 
Mstep: Class 22 contains 9363 members 
Mstep: Class 23 contains 104533 members 
Mstep: Class 24 contains 843 members 
Mstep: Class 25 contains 3209 members 
Mstep: Class 26 contains 2078 members 
Mstep: Class 27 contains 4982 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77987976.000000 Penalty: 96016.843750
Iteration 81Q: 30 clusters Score -7.798798e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25193 members 
Mstep: Class 3 contains 12808 members 
Mstep: Class 4 contains 34022 members 
Mstep: Class 5 contains 25080 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 9639 members 
Mstep: Class 8 contains 11693 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 2584 members 
Mstep: Class 11 contains 21104 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 55577 members 
Mstep: Class 14 contains 155119 members 
Mstep: Class 15 contains 72168 members 
Mstep: Class 16 contains 16718 members 
Mstep: Class 17 contains 5049 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 40509 members 
Mstep: Class 22 contains 9366 members 
Mstep: Class 23 contains 104251 members 
Mstep: Class 24 contains 845 members 
Mstep: Class 25 contains 3471 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 5407 members 
Mstep: Class 28 contains 5731 members 
Mstep: Class 29 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77988584.000000 Penalty: 96016.843750
Iteration 82Q: 30 clusters Score -7.798858e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25116 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 33819 members 
Mstep: Class 5 contains 25075 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 11687 members 
Mstep: Class 9 contains 2307 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 21142 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 55581 members 
Mstep: Class 14 contains 155103 members 
Mstep: Class 15 contains 72068 members 
Mstep: Class 16 contains 16775 members 
Mstep: Class 17 contains 5054 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 1705 members 
Mstep: Class 21 contains 40357 members 
Mstep: Class 22 contains 9383 members 
Mstep: Class 23 contains 104031 members 
Mstep: Class 24 contains 845 members 
Mstep: Class 25 contains 3678 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 5703 members 
Mstep: Class 28 contains 5809 members 
Mstep: Class 29 contains 555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77989200.000000 Penalty: 96016.843750
Iteration 83Q: 30 clusters Score -7.79892e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25071 members 
Mstep: Class 3 contains 12897 members 
Mstep: Class 4 contains 33614 members 
Mstep: Class 5 contains 25061 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 11670 members 
Mstep: Class 9 contains 2318 members 
Mstep: Class 10 contains 2640 members 
Mstep: Class 11 contains 21178 members 
Mstep: Class 12 contains 2328 members 
Mstep: Class 13 contains 55587 members 
Mstep: Class 14 contains 155089 members 
Mstep: Class 15 contains 71983 members 
Mstep: Class 16 contains 16812 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1706 members 
Mstep: Class 21 contains 40235 members 
Mstep: Class 22 contains 9422 members 
Mstep: Class 23 contains 103888 members 
Mstep: Class 24 contains 847 members 
Mstep: Class 25 contains 3842 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 5917 members 
Mstep: Class 28 contains 5863 members 
Mstep: Class 29 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77989496.000000 Penalty: 96016.843750
Iteration 84Q: 30 clusters Score -7.79895e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25037 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 33428 members 
Mstep: Class 5 contains 25068 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 9636 members 
Mstep: Class 8 contains 11665 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 21214 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 55608 members 
Mstep: Class 14 contains 155100 members 
Mstep: Class 15 contains 71873 members 
Mstep: Class 16 contains 16851 members 
Mstep: Class 17 contains 5058 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1706 members 
Mstep: Class 21 contains 40154 members 
Mstep: Class 22 contains 9460 members 
Mstep: Class 23 contains 103760 members 
Mstep: Class 24 contains 849 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6066 members 
Mstep: Class 28 contains 5911 members 
Mstep: Class 29 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77989432.000000 Penalty: 96016.843750
Iteration 85Q: 30 clusters Score -7.798943e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25006 members 
Mstep: Class 3 contains 12973 members 
Mstep: Class 4 contains 33265 members 
Mstep: Class 5 contains 25077 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 11658 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 2657 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 55622 members 
Mstep: Class 14 contains 155132 members 
Mstep: Class 15 contains 71784 members 
Mstep: Class 16 contains 16883 members 
Mstep: Class 17 contains 5060 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1706 members 
Mstep: Class 21 contains 40092 members 
Mstep: Class 22 contains 9493 members 
Mstep: Class 23 contains 103638 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 4026 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 6191 members 
Mstep: Class 28 contains 5956 members 
Mstep: Class 29 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77989392.000000 Penalty: 96016.843750
Iteration 86Q: 30 clusters Score -7.798939e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24987 members 
Mstep: Class 3 contains 12994 members 
Mstep: Class 4 contains 33128 members 
Mstep: Class 5 contains 25077 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 11645 members 
Mstep: Class 9 contains 2340 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 21295 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 13 contains 55648 members 
Mstep: Class 14 contains 155151 members 
Mstep: Class 15 contains 71719 members 
Mstep: Class 16 contains 16918 members 
Mstep: Class 17 contains 5060 members 
Mstep: Class 18 contains 581 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 40041 members 
Mstep: Class 22 contains 9530 members 
Mstep: Class 23 contains 103547 members 
Mstep: Class 24 contains 852 members 
Mstep: Class 25 contains 4087 members 
Mstep: Class 26 contains 2073 members 
Mstep: Class 27 contains 6283 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 30 clusters Score -7.798948e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24976 members 
Mstep: Class 3 contains 13025 members 
Mstep: Class 4 contains 33009 members 
Mstep: Class 5 contains 25086 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 9636 members 
Mstep: Class 8 contains 11639 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 2661 members 
Mstep: Class 11 contains 21328 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 55668 members 
Mstep: Class 14 contains 155153 members 
Mstep: Class 15 contains 71658 members 
Mstep: Class 16 contains 16936 members 
Mstep: Class 17 contains 5060 members 
Mstep: Class 18 contains 589 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 1703 members 
Mstep: Class 21 contains 39989 members 
Mstep: Class 22 contains 9571 members 
Mstep: Class 23 contains 103473 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 4150 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6348 members 
Mstep: Class 28 contains 5997 members 
Mstep: Class 29 contains 605 members 
Entering Unmasked Estep 
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Score: -77989440.000000 Penalty: 96016.843750
Iteration 88Q: 30 clusters Score -7.798944e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24962 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 32901 members 
Mstep: Class 5 contains 25101 members 
Mstep: Class 6 contains 1347 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 11635 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 2665 members 
Mstep: Class 11 contains 21360 members 
Mstep: Class 12 contains 2393 members 
Mstep: Class 13 contains 55680 members 
Mstep: Class 14 contains 155165 members 
Mstep: Class 15 contains 71601 members 
Mstep: Class 16 contains 16957 members 
Mstep: Class 17 contains 5060 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 1703 members 
Mstep: Class 21 contains 39940 members 
Mstep: Class 22 contains 9609 members 
Mstep: Class 23 contains 103412 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 4201 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6392 members 
Mstep: Class 28 contains 6018 members 
Mstep: Class 29 contains 608 members 
Entering Unmasked Estep 
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Iteration 89Q: 30 clusters Score -7.79899e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24959 members 
Mstep: Class 3 contains 13061 members 
Mstep: Class 4 contains 32811 members 
Mstep: Class 5 contains 25106 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 9636 members 
Mstep: Class 8 contains 11637 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 21377 members 
Mstep: Class 12 contains 2404 members 
Mstep: Class 13 contains 55688 members 
Mstep: Class 14 contains 155163 members 
Mstep: Class 15 contains 71561 members 
Mstep: Class 16 contains 16977 members 
Mstep: Class 17 contains 5059 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 39904 members 
Mstep: Class 22 contains 9651 members 
Mstep: Class 23 contains 103359 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6425 members 
Mstep: Class 28 contains 6035 members 
Mstep: Class 29 contains 611 members 
Entering Unmasked Estep 
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Iteration 90Q: 30 clusters Score -7.798999e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24961 members 
Mstep: Class 3 contains 13074 members 
Mstep: Class 4 contains 32736 members 
Mstep: Class 5 contains 25114 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 11641 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 21394 members 
Mstep: Class 12 contains 2415 members 
Mstep: Class 13 contains 55687 members 
Mstep: Class 14 contains 155168 members 
Mstep: Class 15 contains 71528 members 
Mstep: Class 16 contains 16996 members 
Mstep: Class 17 contains 5058 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 39875 members 
Mstep: Class 22 contains 9681 members 
Mstep: Class 23 contains 103294 members 
Mstep: Class 24 contains 883 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6459 members 
Mstep: Class 28 contains 6057 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
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Iteration 91Q: 30 clusters Score -7.799038e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24965 members 
Mstep: Class 3 contains 13085 members 
Mstep: Class 4 contains 32657 members 
Mstep: Class 5 contains 25121 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 9636 members 
Mstep: Class 8 contains 11639 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 21421 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 55693 members 
Mstep: Class 14 contains 155169 members 
Mstep: Class 15 contains 71503 members 
Mstep: Class 16 contains 17009 members 
Mstep: Class 17 contains 5058 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1702 members 
Mstep: Class 21 contains 39853 members 
Mstep: Class 22 contains 9711 members 
Mstep: Class 23 contains 103247 members 
Mstep: Class 24 contains 893 members 
Mstep: Class 25 contains 4269 members 
Mstep: Class 26 contains 2073 members 
Mstep: Class 27 contains 6484 members 
Mstep: Class 28 contains 6072 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
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Iteration 92Q: 30 clusters Score -7.799054e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24963 members 
Mstep: Class 3 contains 13098 members 
Mstep: Class 4 contains 32589 members 
Mstep: Class 5 contains 25138 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11647 members 
Mstep: Class 9 contains 2380 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 21444 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 55693 members 
Mstep: Class 14 contains 155177 members 
Mstep: Class 15 contains 71465 members 
Mstep: Class 16 contains 17022 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 39837 members 
Mstep: Class 22 contains 9735 members 
Mstep: Class 23 contains 103202 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6507 members 
Mstep: Class 28 contains 6081 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
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Iteration 93Q: 30 clusters Score -7.799078e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24963 members 
Mstep: Class 3 contains 13117 members 
Mstep: Class 4 contains 32523 members 
Mstep: Class 5 contains 25141 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 11654 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 21460 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 55694 members 
Mstep: Class 14 contains 155176 members 
Mstep: Class 15 contains 71447 members 
Mstep: Class 16 contains 17037 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1702 members 
Mstep: Class 21 contains 39815 members 
Mstep: Class 22 contains 9760 members 
Mstep: Class 23 contains 103166 members 
Mstep: Class 24 contains 902 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6522 members 
Mstep: Class 28 contains 6089 members 
Mstep: Class 29 contains 671 members 
Entering Unmasked Estep 
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Iteration 94Q: 30 clusters Score -7.79911e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24969 members 
Mstep: Class 3 contains 13136 members 
Mstep: Class 4 contains 32470 members 
Mstep: Class 5 contains 25136 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 9640 members 
Mstep: Class 8 contains 11655 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 21473 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 55695 members 
Mstep: Class 14 contains 155180 members 
Mstep: Class 15 contains 71427 members 
Mstep: Class 16 contains 17049 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 39801 members 
Mstep: Class 22 contains 9791 members 
Mstep: Class 23 contains 103144 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
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Iteration 95Q: 30 clusters Score -7.799128e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24968 members 
Mstep: Class 3 contains 13149 members 
Mstep: Class 4 contains 32414 members 
Mstep: Class 5 contains 25141 members 
Mstep: Class 6 contains 1201 members 
Mstep: Class 7 contains 9639 members 
Mstep: Class 8 contains 11658 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 21478 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 55689 members 
Mstep: Class 14 contains 155186 members 
Mstep: Class 15 contains 71419 members 
Mstep: Class 16 contains 17065 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 39790 members 
Mstep: Class 22 contains 9831 members 
Mstep: Class 23 contains 103110 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4299 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6550 members 
Mstep: Class 28 contains 6097 members 
Mstep: Class 29 contains 692 members 
Entering Unmasked Estep 
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Iteration 96Q: 30 clusters Score -7.799134e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24966 members 
Mstep: Class 3 contains 13157 members 
Mstep: Class 4 contains 32366 members 
Mstep: Class 5 contains 25137 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9640 members 
Mstep: Class 8 contains 11660 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 21485 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 55682 members 
Mstep: Class 14 contains 155189 members 
Mstep: Class 15 contains 71408 members 
Mstep: Class 16 contains 17077 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 629 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 39780 members 
Mstep: Class 22 contains 9859 members 
Mstep: Class 23 contains 103086 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6564 members 
Mstep: Class 28 contains 6107 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 97Q: 30 clusters Score -7.799134e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24967 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 32327 members 
Mstep: Class 5 contains 25144 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9638 members 
Mstep: Class 8 contains 11664 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 21491 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 55674 members 
Mstep: Class 14 contains 155188 members 
Mstep: Class 15 contains 71400 members 
Mstep: Class 16 contains 17087 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 39773 members 
Mstep: Class 22 contains 9883 members 
Mstep: Class 23 contains 103063 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6572 members 
Mstep: Class 28 contains 6116 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 98Q: 30 clusters Score -7.799125e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24967 members 
Mstep: Class 3 contains 13170 members 
Mstep: Class 4 contains 32296 members 
Mstep: Class 5 contains 25139 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 11669 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 21496 members 
Mstep: Class 12 contains 2479 members 
Mstep: Class 13 contains 55679 members 
Mstep: Class 14 contains 155188 members 
Mstep: Class 15 contains 71392 members 
Mstep: Class 16 contains 17099 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 1702 members 
Mstep: Class 21 contains 39772 members 
Mstep: Class 22 contains 9902 members 
Mstep: Class 23 contains 103035 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6577 members 
Mstep: Class 28 contains 6122 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 99Q: 30 clusters Score -7.799112e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24968 members 
Mstep: Class 3 contains 13176 members 
Mstep: Class 4 contains 32272 members 
Mstep: Class 5 contains 25137 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 11673 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 21501 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 55675 members 
Mstep: Class 14 contains 155187 members 
Mstep: Class 15 contains 71389 members 
Mstep: Class 16 contains 17116 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 39769 members 
Mstep: Class 22 contains 9918 members 
Mstep: Class 23 contains 103010 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4311 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6579 members 
Mstep: Class 28 contains 6123 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 100F: 30 clusters Score -7.799125e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24967 members 
Mstep: Class 3 contains 13178 members 
Mstep: Class 4 contains 32254 members 
Mstep: Class 5 contains 25134 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 21504 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 55675 members 
Mstep: Class 14 contains 155186 members 
Mstep: Class 15 contains 71388 members 
Mstep: Class 16 contains 17128 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1699 members 
Mstep: Class 21 contains 39761 members 
Mstep: Class 22 contains 9930 members 
Mstep: Class 23 contains 102983 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 6580 members 
Mstep: Class 28 contains 6127 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 101Q: 30 clusters Score -7.799118e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24970 members 
Mstep: Class 3 contains 13187 members 
Mstep: Class 4 contains 32236 members 
Mstep: Class 5 contains 25131 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9636 members 
Mstep: Class 8 contains 11676 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 21505 members 
Mstep: Class 12 contains 2492 members 
Mstep: Class 13 contains 55683 members 
Mstep: Class 14 contains 155181 members 
Mstep: Class 15 contains 71373 members 
Mstep: Class 16 contains 17147 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 657 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1698 members 
Mstep: Class 21 contains 39753 members 
Mstep: Class 22 contains 9934 members 
Mstep: Class 23 contains 102948 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4336 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6587 members 
Mstep: Class 28 contains 6133 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 102Q: 30 clusters Score -7.799126e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24971 members 
Mstep: Class 3 contains 13198 members 
Mstep: Class 4 contains 32214 members 
Mstep: Class 5 contains 25138 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 11670 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 21504 members 
Mstep: Class 12 contains 2492 members 
Mstep: Class 13 contains 55688 members 
Mstep: Class 14 contains 155181 members 
Mstep: Class 15 contains 71367 members 
Mstep: Class 16 contains 17166 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1698 members 
Mstep: Class 21 contains 39747 members 
Mstep: Class 22 contains 9938 members 
Mstep: Class 23 contains 102916 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 6599 members 
Mstep: Class 28 contains 6140 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 103Q: 30 clusters Score -7.799133e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24978 members 
Mstep: Class 3 contains 13206 members 
Mstep: Class 4 contains 32198 members 
Mstep: Class 5 contains 25143 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 11673 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 21501 members 
Mstep: Class 12 contains 2493 members 
Mstep: Class 13 contains 55689 members 
Mstep: Class 14 contains 155175 members 
Mstep: Class 15 contains 71361 members 
Mstep: Class 16 contains 17176 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 666 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1697 members 
Mstep: Class 21 contains 39743 members 
Mstep: Class 22 contains 9941 members 
Mstep: Class 23 contains 102888 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4346 members 
Mstep: Class 26 contains 2073 members 
Mstep: Class 27 contains 6605 members 
Mstep: Class 28 contains 6147 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 104Q: 30 clusters Score -7.799132e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24985 members 
Mstep: Class 3 contains 13216 members 
Mstep: Class 4 contains 32183 members 
Mstep: Class 5 contains 25153 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 11674 members 
Mstep: Class 9 contains 2398 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 2496 members 
Mstep: Class 13 contains 55697 members 
Mstep: Class 14 contains 155172 members 
Mstep: Class 15 contains 71347 members 
Mstep: Class 16 contains 17179 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 669 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 39734 members 
Mstep: Class 22 contains 9941 members 
Mstep: Class 23 contains 102863 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4353 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 6607 members 
Mstep: Class 28 contains 6155 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 105Q: 30 clusters Score -7.799122e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24987 members 
Mstep: Class 3 contains 13222 members 
Mstep: Class 4 contains 32167 members 
Mstep: Class 5 contains 25167 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 11673 members 
Mstep: Class 9 contains 2398 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 21510 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 55697 members 
Mstep: Class 14 contains 155164 members 
Mstep: Class 15 contains 71338 members 
Mstep: Class 16 contains 17188 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 39726 members 
Mstep: Class 22 contains 9942 members 
Mstep: Class 23 contains 102841 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4358 members 
Mstep: Class 26 contains 2073 members 
Mstep: Class 27 contains 6618 members 
Mstep: Class 28 contains 6159 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 106Q: 30 clusters Score -7.799114e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24990 members 
Mstep: Class 3 contains 13234 members 
Mstep: Class 4 contains 32153 members 
Mstep: Class 5 contains 25179 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 2398 members 
Mstep: Class 10 contains 2689 members 
Mstep: Class 11 contains 21519 members 
Mstep: Class 12 contains 2503 members 
Mstep: Class 13 contains 55698 members 
Mstep: Class 14 contains 155161 members 
Mstep: Class 15 contains 71333 members 
Mstep: Class 16 contains 17194 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 39710 members 
Mstep: Class 22 contains 9940 members 
Mstep: Class 23 contains 102820 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 6624 members 
Mstep: Class 28 contains 6159 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
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Iteration 107Q: 30 clusters Score -7.799122e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24993 members 
Mstep: Class 3 contains 13242 members 
Mstep: Class 4 contains 32139 members 
Mstep: Class 5 contains 25183 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11678 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 2689 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 2512 members 
Mstep: Class 13 contains 55702 members 
Mstep: Class 14 contains 155160 members 
Mstep: Class 15 contains 71328 members 
Mstep: Class 16 contains 17201 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 39701 members 
Mstep: Class 22 contains 9940 members 
Mstep: Class 23 contains 102804 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 6625 members 
Mstep: Class 28 contains 6159 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991344.000000 Penalty: 96016.843750
Iteration 108Q: 30 clusters Score -7.799134e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 13247 members 
Mstep: Class 4 contains 32123 members 
Mstep: Class 5 contains 25185 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11678 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 2689 members 
Mstep: Class 11 contains 21524 members 
Mstep: Class 12 contains 2522 members 
Mstep: Class 13 contains 55704 members 
Mstep: Class 14 contains 155166 members 
Mstep: Class 15 contains 71326 members 
Mstep: Class 16 contains 17206 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 39695 members 
Mstep: Class 22 contains 9942 members 
Mstep: Class 23 contains 102794 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 6622 members 
Mstep: Class 28 contains 6159 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991376.000000 Penalty: 96016.843750
Iteration 109Q: 30 clusters Score -7.799138e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24993 members 
Mstep: Class 3 contains 13250 members 
Mstep: Class 4 contains 32107 members 
Mstep: Class 5 contains 25188 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11681 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 2689 members 
Mstep: Class 11 contains 21524 members 
Mstep: Class 12 contains 2527 members 
Mstep: Class 13 contains 55702 members 
Mstep: Class 14 contains 155165 members 
Mstep: Class 15 contains 71323 members 
Mstep: Class 16 contains 17214 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 679 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 39691 members 
Mstep: Class 22 contains 9947 members 
Mstep: Class 23 contains 102786 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 6159 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991296.000000 Penalty: 96016.843750
Iteration 110Q: 30 clusters Score -7.79913e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24993 members 
Mstep: Class 3 contains 13256 members 
Mstep: Class 4 contains 32087 members 
Mstep: Class 5 contains 25188 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11684 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 2688 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 2529 members 
Mstep: Class 13 contains 55704 members 
Mstep: Class 14 contains 155163 members 
Mstep: Class 15 contains 71318 members 
Mstep: Class 16 contains 17225 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 681 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 39687 members 
Mstep: Class 22 contains 9952 members 
Mstep: Class 23 contains 102772 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 6639 members 
Mstep: Class 28 contains 6159 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991272.000000 Penalty: 96016.843750
Iteration 111Q: 30 clusters Score -7.799127e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 13257 members 
Mstep: Class 4 contains 32067 members 
Mstep: Class 5 contains 25181 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11693 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2690 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 55705 members 
Mstep: Class 14 contains 155161 members 
Mstep: Class 15 contains 71317 members 
Mstep: Class 16 contains 17232 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 39682 members 
Mstep: Class 22 contains 9951 members 
Mstep: Class 23 contains 102764 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 6648 members 
Mstep: Class 28 contains 6159 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991280.000000 Penalty: 96016.843750
Iteration 112Q: 30 clusters Score -7.799128e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24992 members 
Mstep: Class 3 contains 13258 members 
Mstep: Class 4 contains 32044 members 
Mstep: Class 5 contains 25184 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11699 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2691 members 
Mstep: Class 11 contains 21530 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 55706 members 
Mstep: Class 14 contains 155161 members 
Mstep: Class 15 contains 71313 members 
Mstep: Class 16 contains 17234 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 697 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 39676 members 
Mstep: Class 22 contains 9953 members 
Mstep: Class 23 contains 102754 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 6159 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991384.000000 Penalty: 96016.843750
Iteration 113Q: 30 clusters Score -7.799138e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24991 members 
Mstep: Class 3 contains 13263 members 
Mstep: Class 4 contains 32024 members 
Mstep: Class 5 contains 25194 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 21531 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 55707 members 
Mstep: Class 14 contains 155159 members 
Mstep: Class 15 contains 71306 members 
Mstep: Class 16 contains 17238 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 39667 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 102739 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 6160 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991328.000000 Penalty: 96016.843750
Iteration 114Q: 30 clusters Score -7.799133e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24990 members 
Mstep: Class 3 contains 13269 members 
Mstep: Class 4 contains 31999 members 
Mstep: Class 5 contains 25198 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11711 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 21533 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 55705 members 
Mstep: Class 14 contains 155153 members 
Mstep: Class 15 contains 71304 members 
Mstep: Class 16 contains 17243 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 708 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1690 members 
Mstep: Class 21 contains 39660 members 
Mstep: Class 22 contains 9966 members 
Mstep: Class 23 contains 102736 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4360 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 6160 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991384.000000 Penalty: 96016.843750
Iteration 115Q: 30 clusters Score -7.799138e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24985 members 
Mstep: Class 3 contains 13279 members 
Mstep: Class 4 contains 31971 members 
Mstep: Class 5 contains 25200 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11710 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 21533 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 55705 members 
Mstep: Class 14 contains 155145 members 
Mstep: Class 15 contains 71303 members 
Mstep: Class 16 contains 17247 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1691 members 
Mstep: Class 21 contains 39654 members 
Mstep: Class 22 contains 9981 members 
Mstep: Class 23 contains 102731 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4362 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6679 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991464.000000 Penalty: 96016.843750
Iteration 116Q: 30 clusters Score -7.799146e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24987 members 
Mstep: Class 3 contains 13284 members 
Mstep: Class 4 contains 31944 members 
Mstep: Class 5 contains 25202 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11713 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 21536 members 
Mstep: Class 12 contains 2558 members 
Mstep: Class 13 contains 55710 members 
Mstep: Class 14 contains 155138 members 
Mstep: Class 15 contains 71297 members 
Mstep: Class 16 contains 17248 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1690 members 
Mstep: Class 21 contains 39647 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 102725 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6687 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991416.000000 Penalty: 96016.843750
Iteration 117Q: 30 clusters Score -7.799142e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24989 members 
Mstep: Class 3 contains 13288 members 
Mstep: Class 4 contains 31924 members 
Mstep: Class 5 contains 25199 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11717 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 21540 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 55713 members 
Mstep: Class 14 contains 155127 members 
Mstep: Class 15 contains 71296 members 
Mstep: Class 16 contains 17248 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 731 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1690 members 
Mstep: Class 21 contains 39643 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 102725 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991376.000000 Penalty: 96016.843750
Iteration 118Q: 30 clusters Score -7.799138e+07 nChanged 95
Entering ConstructFrom: 
Score: -77991376.000000 Penalty: 96016.843750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -43079.246094 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -43079.25 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 180 members 
Entering Unmasked Estep 
Score: -41722.656250 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41722.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41866.769531 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41866.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41891.062500 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -41891.06 nChanged 2
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: -41896.050781 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41896.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41898.304688 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -41898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41902.601562 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -41902.6 nChanged 2
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: -41906.441406 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -41906.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41907.335938 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -41907.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41907.335938 Penalty: 2916.744385
	Iteration 8F: 3 clusters Score -41907.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Entering Unmasked Estep 
Score: -3121303.750000 Penalty: 2511.275635
	Iteration 0F: 2 clusters Score -3121304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3103971.000000 Penalty: 5022.551270
	Iteration 0F: 3 clusters Score -3103971 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3111019.500000 Penalty: 5022.551270
	Iteration 1F: 3 clusters Score -3111020 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3112816.750000 Penalty: 5022.551270
	Iteration 2F: 3 clusters Score -3112817 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3114955.500000 Penalty: 5022.551270
	Iteration 3F: 3 clusters Score -3114956 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3116953.000000 Penalty: 5022.551270
	Iteration 4F: 3 clusters Score -3116953 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3118430.500000 Penalty: 5022.551270
	Iteration 5F: 3 clusters Score -3118430 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3119353.000000 Penalty: 5022.551270
	Iteration 6F: 3 clusters Score -3119353 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3119878.000000 Penalty: 5022.551270
	Iteration 7Q: 3 clusters Score -3119878 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3120229.000000 Penalty: 5022.551270
	Iteration 8Q: 3 clusters Score -3120229 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3120491.000000 Penalty: 5022.551270
	Iteration 9Q: 3 clusters Score -3120491 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3120694.750000 Penalty: 5022.551270
	Iteration 10Q: 3 clusters Score -3120695 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3120860.500000 Penalty: 5022.551270
	Iteration 11Q: 3 clusters Score -3120860 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3121010.250000 Penalty: 5022.551270
	Iteration 12Q: 3 clusters Score -3121010 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3121132.000000 Penalty: 5022.551270
	Iteration 13Q: 3 clusters Score -3121132 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3121253.000000 Penalty: 5022.551270
	Iteration 14Q: 3 clusters Score -3121253 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3121347.750000 Penalty: 5022.551270
	Iteration 15Q: 3 clusters Score -3121348 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3121439.000000 Penalty: 5022.551270
	Iteration 16Q: 3 clusters Score -3121439 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3121505.500000 Penalty: 5022.551270
	Iteration 17Q: 3 clusters Score -3121506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3121549.000000 Penalty: 5022.551270
	Iteration 18Q: 3 clusters Score -3121549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3121564.750000 Penalty: 5022.551270
	Iteration 19Q: 3 clusters Score -3121565 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3121611.500000 Penalty: 5022.551270
	Iteration 20F: 3 clusters Score -3121612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3121632.000000 Penalty: 5022.551270
	Iteration 21Q: 3 clusters Score -3121632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3121646.750000 Penalty: 5022.551270
	Iteration 22Q: 3 clusters Score -3121647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3121657.500000 Penalty: 5022.551270
	Iteration 23Q: 3 clusters Score -3121658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3121668.250000 Penalty: 5022.551270
	Iteration 24Q: 3 clusters Score -3121668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3121684.000000 Penalty: 5022.551270
	Iteration 25Q: 3 clusters Score -3121684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3121690.500000 Penalty: 5022.551270
	Iteration 26Q: 3 clusters Score -3121690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3121694.750000 Penalty: 5022.551270
	Iteration 27Q: 3 clusters Score -3121695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3121698.250000 Penalty: 5022.551270
	Iteration 28Q: 3 clusters Score -3121698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3121694.000000 Penalty: 5022.551270
	Iteration 29Q: 3 clusters Score -3121694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3121702.000000 Penalty: 5022.551270
	Iteration 30Q: 3 clusters Score -3121702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3121701.750000 Penalty: 5022.551270
	Iteration 31Q: 3 clusters Score -3121702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3121707.500000 Penalty: 5022.551270
	Iteration 32Q: 3 clusters Score -3121708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3121711.000000 Penalty: 5022.551270
	Iteration 33Q: 3 clusters Score -3121711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3121710.250000 Penalty: 5022.551270
	Iteration 34Q: 3 clusters Score -3121710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3121712.250000 Penalty: 5022.551270
	Iteration 35Q: 3 clusters Score -3121712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3121711.750000 Penalty: 5022.551270
	Iteration 36Q: 3 clusters Score -3121712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3121713.750000 Penalty: 5022.551270
	Iteration 37Q: 3 clusters Score -3121714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3121716.750000 Penalty: 5022.551270
	Iteration 38Q: 3 clusters Score -3121717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3121715.250000 Penalty: 5022.551270
	Iteration 39Q: 3 clusters Score -3121715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3121717.500000 Penalty: 5022.551270
	Iteration 40F: 3 clusters Score -3121718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3121715.500000 Penalty: 5022.551270
	Iteration 41Q: 3 clusters Score -3121716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3121713.500000 Penalty: 5022.551270
	Iteration 42Q: 3 clusters Score -3121714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3121713.500000 Penalty: 5022.551270
	Iteration 43F: 3 clusters Score -3121714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 13295 members 
Mstep: Class 4 contains 31906 members 
Mstep: Class 5 contains 25199 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 21544 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 55715 members 
Mstep: Class 14 contains 155126 members 
Mstep: Class 15 contains 71291 members 
Mstep: Class 16 contains 17251 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 39630 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 102724 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
Score: -77990840.000000 Penalty: 99327.773438
Splitting cluster 2 changes total score from -77991376.000000 to -77990840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (13295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Entering Unmasked Estep 
Score: -1566361.625000 Penalty: 2354.795410
	Iteration 0F: 2 clusters Score -1566362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1556556.500000 Penalty: 4709.590820
	Iteration 0F: 3 clusters Score -1556556 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1559693.625000 Penalty: 4709.590820
	Iteration 1F: 3 clusters Score -1559694 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1560202.625000 Penalty: 4709.590820
	Iteration 2F: 3 clusters Score -1560203 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1560750.500000 Penalty: 4709.590820
	Iteration 3F: 3 clusters Score -1560750 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1561327.000000 Penalty: 4709.590820
	Iteration 4F: 3 clusters Score -1561327 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1561845.750000 Penalty: 4709.590820
	Iteration 5F: 3 clusters Score -1561846 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1562261.375000 Penalty: 4709.590820
	Iteration 6F: 3 clusters Score -1562261 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1562574.625000 Penalty: 4709.590820
	Iteration 7Q: 3 clusters Score -1562575 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1562838.875000 Penalty: 4709.590820
	Iteration 8Q: 3 clusters Score -1562839 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1563044.250000 Penalty: 4709.590820
	Iteration 9Q: 3 clusters Score -1563044 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1563217.000000 Penalty: 4709.590820
	Iteration 10Q: 3 clusters Score -1563217 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1563379.625000 Penalty: 4709.590820
	Iteration 11Q: 3 clusters Score -1563380 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1563536.875000 Penalty: 4709.590820
	Iteration 12Q: 3 clusters Score -1563537 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1563687.625000 Penalty: 4709.590820
	Iteration 13Q: 3 clusters Score -1563688 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1563845.000000 Penalty: 4709.590820
	Iteration 14Q: 3 clusters Score -1563845 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1564024.750000 Penalty: 4709.590820
	Iteration 15Q: 3 clusters Score -1564025 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1564235.125000 Penalty: 4709.590820
	Iteration 16Q: 3 clusters Score -1564235 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1564429.000000 Penalty: 4709.590820
	Iteration 17Q: 3 clusters Score -1564429 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1564603.750000 Penalty: 4709.590820
	Iteration 18Q: 3 clusters Score -1564604 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1564758.625000 Penalty: 4709.590820
	Iteration 19Q: 3 clusters Score -1564759 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1564879.750000 Penalty: 4709.590820
	Iteration 20F: 3 clusters Score -1564880 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1565004.375000 Penalty: 4709.590820
	Iteration 21Q: 3 clusters Score -1565004 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1565103.875000 Penalty: 4709.590820
	Iteration 22Q: 3 clusters Score -1565104 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1565182.250000 Penalty: 4709.590820
	Iteration 23Q: 3 clusters Score -1565182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1565243.250000 Penalty: 4709.590820
	Iteration 24Q: 3 clusters Score -1565243 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1565299.625000 Penalty: 4709.590820
	Iteration 25Q: 3 clusters Score -1565300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1565350.625000 Penalty: 4709.590820
	Iteration 26Q: 3 clusters Score -1565351 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1565403.125000 Penalty: 4709.590820
	Iteration 27Q: 3 clusters Score -1565403 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1565448.625000 Penalty: 4709.590820
	Iteration 28Q: 3 clusters Score -1565449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1565497.000000 Penalty: 4709.590820
	Iteration 29Q: 3 clusters Score -1565497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1565523.875000 Penalty: 4709.590820
	Iteration 30Q: 3 clusters Score -1565524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1565555.375000 Penalty: 4709.590820
	Iteration 31Q: 3 clusters Score -1565555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1565577.625000 Penalty: 4709.590820
	Iteration 32Q: 3 clusters Score -1565578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1565594.875000 Penalty: 4709.590820
	Iteration 33Q: 3 clusters Score -1565595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1565607.875000 Penalty: 4709.590820
	Iteration 34Q: 3 clusters Score -1565608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1565613.500000 Penalty: 4709.590820
	Iteration 35Q: 3 clusters Score -1565614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1565621.375000 Penalty: 4709.590820
	Iteration 36Q: 3 clusters Score -1565621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1565625.375000 Penalty: 4709.590820
	Iteration 37Q: 3 clusters Score -1565625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1565634.000000 Penalty: 4709.590820
	Iteration 38Q: 3 clusters Score -1565634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1565636.750000 Penalty: 4709.590820
	Iteration 39Q: 3 clusters Score -1565637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1565634.875000 Penalty: 4709.590820
	Iteration 40F: 3 clusters Score -1565635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1565644.750000 Penalty: 4709.590820
	Iteration 41Q: 3 clusters Score -1565645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1565644.875000 Penalty: 4709.590820
	Iteration 42Q: 3 clusters Score -1565645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1565650.750000 Penalty: 4709.590820
	Iteration 43Q: 3 clusters Score -1565651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1565652.750000 Penalty: 4709.590820
	Iteration 44Q: 3 clusters Score -1565653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1565653.250000 Penalty: 4709.590820
	Iteration 45Q: 3 clusters Score -1565653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1565658.125000 Penalty: 4709.590820
	Iteration 46Q: 3 clusters Score -1565658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1565663.750000 Penalty: 4709.590820
	Iteration 47Q: 3 clusters Score -1565664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1565661.875000 Penalty: 4709.590820
	Iteration 48Q: 3 clusters Score -1565662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1565661.875000 Penalty: 4709.590820
	Iteration 49F: 3 clusters Score -1565662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Entering Unmasked Estep 
Score: -4068103.250000 Penalty: 2571.896240
	Iteration 0F: 2 clusters Score -4068103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -4046260.500000 Penalty: 5143.792480
	Iteration 0F: 3 clusters Score -4046260 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4054150.750000 Penalty: 5143.792480
	Iteration 1F: 3 clusters Score -4054151 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -4054576.250000 Penalty: 5143.792480
	Iteration 2Q: 3 clusters Score -4054576 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4054995.250000 Penalty: 5143.792480
	Iteration 3Q: 3 clusters Score -4054995 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -4055484.500000 Penalty: 5143.792480
	Iteration 4Q: 3 clusters Score -4055484 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -4056140.000000 Penalty: 5143.792480
	Iteration 5Q: 3 clusters Score -4056140 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -4057168.000000 Penalty: 5143.792480
	Iteration 6F: 3 clusters Score -4057168 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -4058691.500000 Penalty: 5143.792480
	Iteration 7F: 3 clusters Score -4058692 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -4060717.250000 Penalty: 5143.792480
	Iteration 8F: 3 clusters Score -4060717 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4062805.000000 Penalty: 5143.792480
	Iteration 9F: 3 clusters Score -4062805 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4064262.750000 Penalty: 5143.792480
	Iteration 10Q: 3 clusters Score -4064263 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4065023.750000 Penalty: 5143.792480
	Iteration 11Q: 3 clusters Score -4065024 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4065428.000000 Penalty: 5143.792480
	Iteration 12Q: 3 clusters Score -4065428 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4065667.750000 Penalty: 5143.792480
	Iteration 13Q: 3 clusters Score -4065668 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4065801.000000 Penalty: 5143.792480
	Iteration 14Q: 3 clusters Score -4065801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4065846.750000 Penalty: 5143.792480
	Iteration 15Q: 3 clusters Score -4065847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4065878.000000 Penalty: 5143.792480
	Iteration 16Q: 3 clusters Score -4065878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4065885.750000 Penalty: 5143.792480
	Iteration 17Q: 3 clusters Score -4065886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4065896.000000 Penalty: 5143.792480
	Iteration 18Q: 3 clusters Score -4065896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4065909.250000 Penalty: 5143.792480
	Iteration 19Q: 3 clusters Score -4065909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4065915.500000 Penalty: 5143.792480
	Iteration 20F: 3 clusters Score -4065916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4065923.250000 Penalty: 5143.792480
	Iteration 21Q: 3 clusters Score -4065923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4065933.000000 Penalty: 5143.792480
	Iteration 22Q: 3 clusters Score -4065933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4065935.250000 Penalty: 5143.792480
	Iteration 23Q: 3 clusters Score -4065935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4065930.000000 Penalty: 5143.792480
	Iteration 24Q: 3 clusters Score -4065930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4065930.000000 Penalty: 5143.792480
	Iteration 25F: 3 clusters Score -4065930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Entering Unmasked Estep 
Score: -2986252.000000 Penalty: 2513.370850
	Iteration 0F: 2 clusters Score -2986252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2968652.500000 Penalty: 5026.741699
	Iteration 0F: 3 clusters Score -2968652 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2975029.500000 Penalty: 5026.741699
	Iteration 1F: 3 clusters Score -2975030 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2975652.250000 Penalty: 5026.741699
	Iteration 2F: 3 clusters Score -2975652 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2976237.500000 Penalty: 5026.741699
	Iteration 3F: 3 clusters Score -2976238 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2976834.750000 Penalty: 5026.741699
	Iteration 4F: 3 clusters Score -2976835 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2977451.750000 Penalty: 5026.741699
	Iteration 5Q: 3 clusters Score -2977452 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2978105.250000 Penalty: 5026.741699
	Iteration 6Q: 3 clusters Score -2978105 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2978745.750000 Penalty: 5026.741699
	Iteration 7Q: 3 clusters Score -2978746 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2979334.250000 Penalty: 5026.741699
	Iteration 8Q: 3 clusters Score -2979334 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2979925.750000 Penalty: 5026.741699
	Iteration 9Q: 3 clusters Score -2979926 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2980536.500000 Penalty: 5026.741699
	Iteration 10Q: 3 clusters Score -2980536 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2981146.000000 Penalty: 5026.741699
	Iteration 11Q: 3 clusters Score -2981146 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2981736.000000 Penalty: 5026.741699
	Iteration 12Q: 3 clusters Score -2981736 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2982256.250000 Penalty: 5026.741699
	Iteration 13Q: 3 clusters Score -2982256 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2982680.000000 Penalty: 5026.741699
	Iteration 14Q: 3 clusters Score -2982680 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2983020.500000 Penalty: 5026.741699
	Iteration 15Q: 3 clusters Score -2983020 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2983345.250000 Penalty: 5026.741699
	Iteration 16Q: 3 clusters Score -2983345 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2983565.250000 Penalty: 5026.741699
	Iteration 17Q: 3 clusters Score -2983565 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2983758.500000 Penalty: 5026.741699
	Iteration 18Q: 3 clusters Score -2983758 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2983908.500000 Penalty: 5026.741699
	Iteration 19Q: 3 clusters Score -2983908 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2984029.000000 Penalty: 5026.741699
	Iteration 20F: 3 clusters Score -2984029 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2984107.500000 Penalty: 5026.741699
	Iteration 21Q: 3 clusters Score -2984108 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2984163.000000 Penalty: 5026.741699
	Iteration 22Q: 3 clusters Score -2984163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2984196.000000 Penalty: 5026.741699
	Iteration 23Q: 3 clusters Score -2984196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2984230.750000 Penalty: 5026.741699
	Iteration 24Q: 3 clusters Score -2984231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -2984255.250000 Penalty: 5026.741699
	Iteration 25Q: 3 clusters Score -2984255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2984272.750000 Penalty: 5026.741699
	Iteration 26Q: 3 clusters Score -2984273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2984286.750000 Penalty: 5026.741699
	Iteration 27Q: 3 clusters Score -2984287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2984295.000000 Penalty: 5026.741699
	Iteration 28Q: 3 clusters Score -2984295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2984301.250000 Penalty: 5026.741699
	Iteration 29Q: 3 clusters Score -2984301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -2984307.000000 Penalty: 5026.741699
	Iteration 30Q: 3 clusters Score -2984307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -2984316.000000 Penalty: 5026.741699
	Iteration 31Q: 3 clusters Score -2984316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2984322.250000 Penalty: 5026.741699
	Iteration 32Q: 3 clusters Score -2984322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -2984332.500000 Penalty: 5026.741699
	Iteration 33Q: 3 clusters Score -2984332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2984336.250000 Penalty: 5026.741699
	Iteration 34Q: 3 clusters Score -2984336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -2984339.250000 Penalty: 5026.741699
	Iteration 35Q: 3 clusters Score -2984339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -2984342.250000 Penalty: 5026.741699
	Iteration 36Q: 3 clusters Score -2984342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2984349.250000 Penalty: 5026.741699
	Iteration 37Q: 3 clusters Score -2984349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2984352.500000 Penalty: 5026.741699
	Iteration 38Q: 3 clusters Score -2984352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2984356.000000 Penalty: 5026.741699
	Iteration 39Q: 3 clusters Score -2984356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -2984361.750000 Penalty: 5026.741699
	Iteration 40F: 3 clusters Score -2984362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2984364.250000 Penalty: 5026.741699
	Iteration 41Q: 3 clusters Score -2984364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2984369.750000 Penalty: 5026.741699
	Iteration 42Q: 3 clusters Score -2984370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2984374.000000 Penalty: 5026.741699
	Iteration 43Q: 3 clusters Score -2984374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2984377.500000 Penalty: 5026.741699
	Iteration 44Q: 3 clusters Score -2984378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2984377.250000 Penalty: 5026.741699
	Iteration 45Q: 3 clusters Score -2984377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2984376.750000 Penalty: 5026.741699
	Iteration 46Q: 3 clusters Score -2984377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2984376.750000 Penalty: 5026.741699
	Iteration 47F: 3 clusters Score -2984377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -144611.468750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -144611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -142561.468750 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -142561.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -143226.140625 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -143226.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -143780.500000 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -143780.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -144102.515625 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -144102.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -144404.546875 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -144404.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -144531.328125 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -144531.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -144561.093750 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -144561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -144573.640625 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -144573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -144584.093750 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -144584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -144589.140625 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -144589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -144590.140625 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -144590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -144590.140625 Penalty: 3516.678223
	Iteration 11F: 3 clusters Score -144590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Entering Unmasked Estep 
Score: -1242700.000000 Penalty: 2274.891602
	Iteration 0F: 2 clusters Score -1242700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1235254.875000 Penalty: 4549.783203
	Iteration 0F: 3 clusters Score -1235255 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1237429.125000 Penalty: 4549.783203
	Iteration 1F: 3 clusters Score -1237429 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1237803.125000 Penalty: 4549.783203
	Iteration 2F: 3 clusters Score -1237803 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1238155.000000 Penalty: 4549.783203
	Iteration 3F: 3 clusters Score -1238155 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1238523.500000 Penalty: 4549.783203
	Iteration 4F: 3 clusters Score -1238524 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1238957.250000 Penalty: 4549.783203
	Iteration 5F: 3 clusters Score -1238957 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1239366.500000 Penalty: 4549.783203
	Iteration 6F: 3 clusters Score -1239366 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1239794.125000 Penalty: 4549.783203
	Iteration 7F: 3 clusters Score -1239794 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1240145.500000 Penalty: 4549.783203
	Iteration 8Q: 3 clusters Score -1240146 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1240448.000000 Penalty: 4549.783203
	Iteration 9Q: 3 clusters Score -1240448 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1240666.500000 Penalty: 4549.783203
	Iteration 10Q: 3 clusters Score -1240666 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1240823.500000 Penalty: 4549.783203
	Iteration 11Q: 3 clusters Score -1240824 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1240930.125000 Penalty: 4549.783203
	Iteration 12Q: 3 clusters Score -1240930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1241007.250000 Penalty: 4549.783203
	Iteration 13Q: 3 clusters Score -1241007 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1241062.750000 Penalty: 4549.783203
	Iteration 14Q: 3 clusters Score -1241063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1241102.625000 Penalty: 4549.783203
	Iteration 15Q: 3 clusters Score -1241103 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1241128.000000 Penalty: 4549.783203
	Iteration 16Q: 3 clusters Score -1241128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1241144.375000 Penalty: 4549.783203
	Iteration 17Q: 3 clusters Score -1241144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1241152.125000 Penalty: 4549.783203
	Iteration 18Q: 3 clusters Score -1241152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1241158.375000 Penalty: 4549.783203
	Iteration 19Q: 3 clusters Score -1241158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1241164.875000 Penalty: 4549.783203
	Iteration 20F: 3 clusters Score -1241165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1241166.625000 Penalty: 4549.783203
	Iteration 21Q: 3 clusters Score -1241167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1241173.125000 Penalty: 4549.783203
	Iteration 22Q: 3 clusters Score -1241173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1241172.250000 Penalty: 4549.783203
	Iteration 23Q: 3 clusters Score -1241172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1241172.625000 Penalty: 4549.783203
	Iteration 24Q: 3 clusters Score -1241173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1241180.875000 Penalty: 4549.783203
	Iteration 25Q: 3 clusters Score -1241181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1241179.750000 Penalty: 4549.783203
	Iteration 26Q: 3 clusters Score -1241180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1241182.250000 Penalty: 4549.783203
	Iteration 27Q: 3 clusters Score -1241182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1241184.125000 Penalty: 4549.783203
	Iteration 28Q: 3 clusters Score -1241184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1241186.875000 Penalty: 4549.783203
	Iteration 29Q: 3 clusters Score -1241187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1241184.500000 Penalty: 4549.783203
	Iteration 30Q: 3 clusters Score -1241184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1241184.500000 Penalty: 4549.783203
	Iteration 31F: 3 clusters Score -1241184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Entering Unmasked Estep 
Score: -1427806.250000 Penalty: 2323.503906
	Iteration 0F: 2 clusters Score -1427806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1418984.125000 Penalty: 4647.007812
	Iteration 0F: 3 clusters Score -1418984 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1421624.875000 Penalty: 4647.007812
	Iteration 1F: 3 clusters Score -1421625 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1421966.625000 Penalty: 4647.007812
	Iteration 2F: 3 clusters Score -1421967 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1422307.000000 Penalty: 4647.007812
	Iteration 3F: 3 clusters Score -1422307 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1422641.750000 Penalty: 4647.007812
	Iteration 4F: 3 clusters Score -1422642 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1422973.125000 Penalty: 4647.007812
	Iteration 5Q: 3 clusters Score -1422973 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1423343.125000 Penalty: 4647.007812
	Iteration 6Q: 3 clusters Score -1423343 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1423761.875000 Penalty: 4647.007812
	Iteration 7Q: 3 clusters Score -1423762 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1424153.000000 Penalty: 4647.007812
	Iteration 8Q: 3 clusters Score -1424153 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1424509.000000 Penalty: 4647.007812
	Iteration 9Q: 3 clusters Score -1424509 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1424792.000000 Penalty: 4647.007812
	Iteration 10Q: 3 clusters Score -1424792 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1424980.875000 Penalty: 4647.007812
	Iteration 11Q: 3 clusters Score -1424981 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1425101.750000 Penalty: 4647.007812
	Iteration 12Q: 3 clusters Score -1425102 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1425172.250000 Penalty: 4647.007812
	Iteration 13Q: 3 clusters Score -1425172 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1425234.000000 Penalty: 4647.007812
	Iteration 14Q: 3 clusters Score -1425234 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1425298.500000 Penalty: 4647.007812
	Iteration 15Q: 3 clusters Score -1425298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1425360.000000 Penalty: 4647.007812
	Iteration 16Q: 3 clusters Score -1425360 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1425421.375000 Penalty: 4647.007812
	Iteration 17Q: 3 clusters Score -1425421 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1425472.500000 Penalty: 4647.007812
	Iteration 18Q: 3 clusters Score -1425472 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1425522.500000 Penalty: 4647.007812
	Iteration 19Q: 3 clusters Score -1425522 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1425572.375000 Penalty: 4647.007812
	Iteration 20F: 3 clusters Score -1425572 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1425621.750000 Penalty: 4647.007812
	Iteration 21Q: 3 clusters Score -1425622 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1425648.250000 Penalty: 4647.007812
	Iteration 22Q: 3 clusters Score -1425648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1425672.500000 Penalty: 4647.007812
	Iteration 23Q: 3 clusters Score -1425672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1425703.500000 Penalty: 4647.007812
	Iteration 24Q: 3 clusters Score -1425704 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1425726.625000 Penalty: 4647.007812
	Iteration 25Q: 3 clusters Score -1425727 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1425752.750000 Penalty: 4647.007812
	Iteration 26Q: 3 clusters Score -1425753 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1425765.125000 Penalty: 4647.007812
	Iteration 27Q: 3 clusters Score -1425765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1425789.875000 Penalty: 4647.007812
	Iteration 28Q: 3 clusters Score -1425790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1425816.375000 Penalty: 4647.007812
	Iteration 29Q: 3 clusters Score -1425816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1425834.000000 Penalty: 4647.007812
	Iteration 30Q: 3 clusters Score -1425834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1425850.125000 Penalty: 4647.007812
	Iteration 31Q: 3 clusters Score -1425850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1425859.500000 Penalty: 4647.007812
	Iteration 32Q: 3 clusters Score -1425860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1425876.500000 Penalty: 4647.007812
	Iteration 33Q: 3 clusters Score -1425876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1425885.250000 Penalty: 4647.007812
	Iteration 34Q: 3 clusters Score -1425885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1425899.375000 Penalty: 4647.007812
	Iteration 35Q: 3 clusters Score -1425899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1425910.000000 Penalty: 4647.007812
	Iteration 36Q: 3 clusters Score -1425910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1425916.250000 Penalty: 4647.007812
	Iteration 37Q: 3 clusters Score -1425916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1425931.000000 Penalty: 4647.007812
	Iteration 38Q: 3 clusters Score -1425931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1425942.750000 Penalty: 4647.007812
	Iteration 39Q: 3 clusters Score -1425943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1425942.625000 Penalty: 4647.007812
	Iteration 40F: 3 clusters Score -1425943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1425953.625000 Penalty: 4647.007812
	Iteration 41Q: 3 clusters Score -1425954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1425959.375000 Penalty: 4647.007812
	Iteration 42Q: 3 clusters Score -1425959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1425966.625000 Penalty: 4647.007812
	Iteration 43Q: 3 clusters Score -1425967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1425976.500000 Penalty: 4647.007812
	Iteration 44Q: 3 clusters Score -1425976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1425990.500000 Penalty: 4647.007812
	Iteration 45Q: 3 clusters Score -1425990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1426002.500000 Penalty: 4647.007812
	Iteration 46Q: 3 clusters Score -1426002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1426020.625000 Penalty: 4647.007812
	Iteration 47Q: 3 clusters Score -1426021 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1426036.625000 Penalty: 4647.007812
	Iteration 48Q: 3 clusters Score -1426037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1426039.625000 Penalty: 4647.007812
	Iteration 49Q: 3 clusters Score -1426040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1426058.250000 Penalty: 4647.007812
	Iteration 50Q: 3 clusters Score -1426058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1426071.250000 Penalty: 4647.007812
	Iteration 51Q: 3 clusters Score -1426071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1426075.750000 Penalty: 4647.007812
	Iteration 52Q: 3 clusters Score -1426076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1426085.000000 Penalty: 4647.007812
	Iteration 53Q: 3 clusters Score -1426085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1426086.750000 Penalty: 4647.007812
	Iteration 54Q: 3 clusters Score -1426087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1426090.625000 Penalty: 4647.007812
	Iteration 55Q: 3 clusters Score -1426091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1426094.000000 Penalty: 4647.007812
	Iteration 56Q: 3 clusters Score -1426094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1426098.625000 Penalty: 4647.007812
	Iteration 57Q: 3 clusters Score -1426099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1426100.500000 Penalty: 4647.007812
	Iteration 58Q: 3 clusters Score -1426100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1426099.875000 Penalty: 4647.007812
	Iteration 59Q: 3 clusters Score -1426100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1426103.125000 Penalty: 4647.007812
	Iteration 60F: 3 clusters Score -1426103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1426104.625000 Penalty: 4647.007812
	Iteration 61Q: 3 clusters Score -1426105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1426103.250000 Penalty: 4647.007812
	Iteration 62Q: 3 clusters Score -1426103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1426104.500000 Penalty: 4647.007812
	Iteration 63Q: 3 clusters Score -1426104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1426105.875000 Penalty: 4647.007812
	Iteration 64Q: 3 clusters Score -1426106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1426104.375000 Penalty: 4647.007812
	Iteration 65Q: 3 clusters Score -1426104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1426104.000000 Penalty: 4647.007812
	Iteration 66Q: 3 clusters Score -1426104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1426104.125000 Penalty: 4647.007812
	Iteration 67Q: 3 clusters Score -1426104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1426105.250000 Penalty: 4647.007812
	Iteration 68Q: 3 clusters Score -1426105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1426105.875000 Penalty: 4647.007812
	Iteration 69Q: 3 clusters Score -1426106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1426107.125000 Penalty: 4647.007812
	Iteration 70Q: 3 clusters Score -1426107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1426107.125000 Penalty: 4647.007812
	Iteration 71F: 3 clusters Score -1426107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -293585.812500 Penalty: 1930.239624
	Iteration 0F: 2 clusters Score -293585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -290711.218750 Penalty: 3860.479248
	Iteration 0F: 3 clusters Score -290711.2 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -291292.000000 Penalty: 3860.479248
	Iteration 1F: 3 clusters Score -291292 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -291443.843750 Penalty: 3860.479248
	Iteration 2F: 3 clusters Score -291443.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -291529.656250 Penalty: 3860.479248
	Iteration 3Q: 3 clusters Score -291529.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -291583.562500 Penalty: 3860.479248
	Iteration 4Q: 3 clusters Score -291583.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -291627.031250 Penalty: 3860.479248
	Iteration 5Q: 3 clusters Score -291627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -291666.343750 Penalty: 3860.479248
	Iteration 6Q: 3 clusters Score -291666.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -291689.781250 Penalty: 3860.479248
	Iteration 7Q: 3 clusters Score -291689.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -291704.656250 Penalty: 3860.479248
	Iteration 8Q: 3 clusters Score -291704.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -291720.625000 Penalty: 3860.479248
	Iteration 9Q: 3 clusters Score -291720.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -291738.125000 Penalty: 3860.479248
	Iteration 10Q: 3 clusters Score -291738.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -291750.250000 Penalty: 3860.479248
	Iteration 11Q: 3 clusters Score -291750.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -291766.937500 Penalty: 3860.479248
	Iteration 12Q: 3 clusters Score -291766.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -291776.343750 Penalty: 3860.479248
	Iteration 13Q: 3 clusters Score -291776.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -291790.656250 Penalty: 3860.479248
	Iteration 14Q: 3 clusters Score -291790.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -291810.218750 Penalty: 3860.479248
	Iteration 15Q: 3 clusters Score -291810.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -291821.843750 Penalty: 3860.479248
	Iteration 16Q: 3 clusters Score -291821.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -291834.406250 Penalty: 3860.479248
	Iteration 17Q: 3 clusters Score -291834.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -291850.437500 Penalty: 3860.479248
	Iteration 18Q: 3 clusters Score -291850.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -291863.625000 Penalty: 3860.479248
	Iteration 19Q: 3 clusters Score -291863.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -291878.281250 Penalty: 3860.479248
	Iteration 20F: 3 clusters Score -291878.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -291889.687500 Penalty: 3860.479248
	Iteration 21Q: 3 clusters Score -291889.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -291906.656250 Penalty: 3860.479248
	Iteration 22Q: 3 clusters Score -291906.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -291920.937500 Penalty: 3860.479248
	Iteration 23Q: 3 clusters Score -291920.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -291936.625000 Penalty: 3860.479248
	Iteration 24Q: 3 clusters Score -291936.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -291947.343750 Penalty: 3860.479248
	Iteration 25Q: 3 clusters Score -291947.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -291953.437500 Penalty: 3860.479248
	Iteration 26Q: 3 clusters Score -291953.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -291961.531250 Penalty: 3860.479248
	Iteration 27Q: 3 clusters Score -291961.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -291967.781250 Penalty: 3860.479248
	Iteration 28Q: 3 clusters Score -291967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -291970.625000 Penalty: 3860.479248
	Iteration 29Q: 3 clusters Score -291970.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -291972.593750 Penalty: 3860.479248
	Iteration 30Q: 3 clusters Score -291972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -291974.062500 Penalty: 3860.479248
	Iteration 31Q: 3 clusters Score -291974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -291975.843750 Penalty: 3860.479248
	Iteration 32Q: 3 clusters Score -291975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -291978.125000 Penalty: 3860.479248
	Iteration 33Q: 3 clusters Score -291978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -291981.218750 Penalty: 3860.479248
	Iteration 34Q: 3 clusters Score -291981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -291982.468750 Penalty: 3860.479248
	Iteration 35Q: 3 clusters Score -291982.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -291984.218750 Penalty: 3860.479248
	Iteration 36Q: 3 clusters Score -291984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -291986.312500 Penalty: 3860.479248
	Iteration 37Q: 3 clusters Score -291986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -291987.750000 Penalty: 3860.479248
	Iteration 38Q: 3 clusters Score -291987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -291988.656250 Penalty: 3860.479248
	Iteration 39Q: 3 clusters Score -291988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -291989.062500 Penalty: 3860.479248
	Iteration 40F: 3 clusters Score -291989.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -334654.062500 Penalty: 1958.990112
	Iteration 0F: 2 clusters Score -334654.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -331644.812500 Penalty: 3917.980225
	Iteration 0F: 3 clusters Score -331644.8 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -332226.437500 Penalty: 3917.980225
	Iteration 1F: 3 clusters Score -332226.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -332357.531250 Penalty: 3917.980225
	Iteration 2F: 3 clusters Score -332357.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -332419.468750 Penalty: 3917.980225
	Iteration 3Q: 3 clusters Score -332419.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -332468.375000 Penalty: 3917.980225
	Iteration 4Q: 3 clusters Score -332468.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -332510.531250 Penalty: 3917.980225
	Iteration 5Q: 3 clusters Score -332510.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -332543.687500 Penalty: 3917.980225
	Iteration 6Q: 3 clusters Score -332543.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -332572.281250 Penalty: 3917.980225
	Iteration 7Q: 3 clusters Score -332572.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -332589.968750 Penalty: 3917.980225
	Iteration 8Q: 3 clusters Score -332590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -332601.531250 Penalty: 3917.980225
	Iteration 9Q: 3 clusters Score -332601.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -332617.218750 Penalty: 3917.980225
	Iteration 10Q: 3 clusters Score -332617.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -332627.593750 Penalty: 3917.980225
	Iteration 11Q: 3 clusters Score -332627.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -332639.218750 Penalty: 3917.980225
	Iteration 12Q: 3 clusters Score -332639.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -332648.218750 Penalty: 3917.980225
	Iteration 13Q: 3 clusters Score -332648.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -332660.875000 Penalty: 3917.980225
	Iteration 14Q: 3 clusters Score -332660.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -332679.968750 Penalty: 3917.980225
	Iteration 15Q: 3 clusters Score -332680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -332702.375000 Penalty: 3917.980225
	Iteration 16Q: 3 clusters Score -332702.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -332724.500000 Penalty: 3917.980225
	Iteration 17Q: 3 clusters Score -332724.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -332748.343750 Penalty: 3917.980225
	Iteration 18Q: 3 clusters Score -332748.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -332766.593750 Penalty: 3917.980225
	Iteration 19Q: 3 clusters Score -332766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -332776.531250 Penalty: 3917.980225
	Iteration 20F: 3 clusters Score -332776.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -332783.375000 Penalty: 3917.980225
	Iteration 21Q: 3 clusters Score -332783.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -332789.406250 Penalty: 3917.980225
	Iteration 22Q: 3 clusters Score -332789.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -332799.656250 Penalty: 3917.980225
	Iteration 23Q: 3 clusters Score -332799.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -332805.187500 Penalty: 3917.980225
	Iteration 24Q: 3 clusters Score -332805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -332810.687500 Penalty: 3917.980225
	Iteration 25Q: 3 clusters Score -332810.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -332814.875000 Penalty: 3917.980225
	Iteration 26Q: 3 clusters Score -332814.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -332817.312500 Penalty: 3917.980225
	Iteration 27Q: 3 clusters Score -332817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -332818.187500 Penalty: 3917.980225
	Iteration 28Q: 3 clusters Score -332818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -332819.625000 Penalty: 3917.980225
	Iteration 29Q: 3 clusters Score -332819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -332819.687500 Penalty: 3917.980225
	Iteration 30Q: 3 clusters Score -332819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -332821.000000 Penalty: 3917.980225
	Iteration 31Q: 3 clusters Score -332821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -332821.468750 Penalty: 3917.980225
	Iteration 32Q: 3 clusters Score -332821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -332821.968750 Penalty: 3917.980225
	Iteration 33Q: 3 clusters Score -332822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -332822.781250 Penalty: 3917.980225
	Iteration 34Q: 3 clusters Score -332822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -332822.750000 Penalty: 3917.980225
	Iteration 35Q: 3 clusters Score -332822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -332823.687500 Penalty: 3917.980225
	Iteration 36Q: 3 clusters Score -332823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -332823.687500 Penalty: 3917.980225
	Iteration 37F: 3 clusters Score -332823.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Entering Unmasked Estep 
Score: -2740175.750000 Penalty: 2474.507568
	Iteration 0F: 2 clusters Score -2740176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2725084.750000 Penalty: 4949.015137
	Iteration 0F: 3 clusters Score -2725085 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2730277.750000 Penalty: 4949.015137
	Iteration 1F: 3 clusters Score -2730278 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2730635.000000 Penalty: 4949.015137
	Iteration 2F: 3 clusters Score -2730635 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2730951.500000 Penalty: 4949.015137
	Iteration 3Q: 3 clusters Score -2730952 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2731272.000000 Penalty: 4949.015137
	Iteration 4Q: 3 clusters Score -2731272 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2731629.250000 Penalty: 4949.015137
	Iteration 5Q: 3 clusters Score -2731629 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2732081.250000 Penalty: 4949.015137
	Iteration 6Q: 3 clusters Score -2732081 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2732675.750000 Penalty: 4949.015137
	Iteration 7Q: 3 clusters Score -2732676 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2733455.750000 Penalty: 4949.015137
	Iteration 8F: 3 clusters Score -2733456 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2734448.250000 Penalty: 4949.015137
	Iteration 9F: 3 clusters Score -2734448 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2735377.500000 Penalty: 4949.015137
	Iteration 10F: 3 clusters Score -2735378 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2736285.750000 Penalty: 4949.015137
	Iteration 11Q: 3 clusters Score -2736286 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2737153.750000 Penalty: 4949.015137
	Iteration 12Q: 3 clusters Score -2737154 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2737852.000000 Penalty: 4949.015137
	Iteration 13Q: 3 clusters Score -2737852 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2738199.000000 Penalty: 4949.015137
	Iteration 14Q: 3 clusters Score -2738199 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2738335.750000 Penalty: 4949.015137
	Iteration 15Q: 3 clusters Score -2738336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2738410.500000 Penalty: 4949.015137
	Iteration 16Q: 3 clusters Score -2738410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2738449.750000 Penalty: 4949.015137
	Iteration 17Q: 3 clusters Score -2738450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2738479.000000 Penalty: 4949.015137
	Iteration 18Q: 3 clusters Score -2738479 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2738489.500000 Penalty: 4949.015137
	Iteration 19Q: 3 clusters Score -2738490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2738505.250000 Penalty: 4949.015137
	Iteration 20F: 3 clusters Score -2738505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2738506.500000 Penalty: 4949.015137
	Iteration 21Q: 3 clusters Score -2738506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2738508.500000 Penalty: 4949.015137
	Iteration 22Q: 3 clusters Score -2738508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2738505.500000 Penalty: 4949.015137
	Iteration 23Q: 3 clusters Score -2738506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2738504.000000 Penalty: 4949.015137
	Iteration 24Q: 3 clusters Score -2738504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2738501.750000 Penalty: 4949.015137
	Iteration 25Q: 3 clusters Score -2738502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2738506.000000 Penalty: 4949.015137
	Iteration 26Q: 3 clusters Score -2738506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2738506.000000 Penalty: 4949.015137
	Iteration 27F: 3 clusters Score -2738506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -296388.843750 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -296388.8 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 1274 members 
Entering Unmasked Estep 
Score: -293448.875000 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -293448.9 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -294163.781250 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -294163.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -294508.781250 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -294508.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -294826.187500 Penalty: 3894.424072
	Iteration 3F: 3 clusters Score -294826.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -295166.843750 Penalty: 3894.424072
	Iteration 4F: 3 clusters Score -295166.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -295426.062500 Penalty: 3894.424072
	Iteration 5F: 3 clusters Score -295426.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -295585.906250 Penalty: 3894.424072
	Iteration 6F: 3 clusters Score -295585.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -295696.031250 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -295696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -295751.218750 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -295751.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295781.437500 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -295781.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -295800.093750 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -295800.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -295804.218750 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -295804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -295808.187500 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -295808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -295812.625000 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -295812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -295814.343750 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -295814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -295815.843750 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -295815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -295817.937500 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -295817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -295818.093750 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -295818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -295818.687500 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -295818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -295819.125000 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -295819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -295819.125000 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -295819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Entering Unmasked Estep 
Score: -7137805.000000 Penalty: 2710.145020
	Iteration 0F: 2 clusters Score -7137805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -7100423.000000 Penalty: 5420.290039
	Iteration 0F: 3 clusters Score -7100423 nChanged 25744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -7115006.500000 Penalty: 5420.290039
	Iteration 1F: 3 clusters Score -7115006 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -7115794.000000 Penalty: 5420.290039
	Iteration 2Q: 3 clusters Score -7115794 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -7116741.500000 Penalty: 5420.290039
	Iteration 3Q: 3 clusters Score -7116742 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -7117806.500000 Penalty: 5420.290039
	Iteration 4Q: 3 clusters Score -7117806 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -7119277.500000 Penalty: 5420.290039
	Iteration 5F: 3 clusters Score -7119278 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -7121234.000000 Penalty: 5420.290039
	Iteration 6F: 3 clusters Score -7121234 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -7123685.500000 Penalty: 5420.290039
	Iteration 7F: 3 clusters Score -7123686 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -7126534.000000 Penalty: 5420.290039
	Iteration 8F: 3 clusters Score -7126534 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -7129355.500000 Penalty: 5420.290039
	Iteration 9F: 3 clusters Score -7129356 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -7131622.000000 Penalty: 5420.290039
	Iteration 10Q: 3 clusters Score -7131622 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7133276.000000 Penalty: 5420.290039
	Iteration 11Q: 3 clusters Score -7133276 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7134289.500000 Penalty: 5420.290039
	Iteration 12Q: 3 clusters Score -7134290 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7134840.500000 Penalty: 5420.290039
	Iteration 13Q: 3 clusters Score -7134840 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7135141.000000 Penalty: 5420.290039
	Iteration 14Q: 3 clusters Score -7135141 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7135308.500000 Penalty: 5420.290039
	Iteration 15Q: 3 clusters Score -7135308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7135360.500000 Penalty: 5420.290039
	Iteration 16Q: 3 clusters Score -7135360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7135407.000000 Penalty: 5420.290039
	Iteration 17Q: 3 clusters Score -7135407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7135461.500000 Penalty: 5420.290039
	Iteration 18Q: 3 clusters Score -7135462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7135484.500000 Penalty: 5420.290039
	Iteration 19Q: 3 clusters Score -7135484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7135497.500000 Penalty: 5420.290039
	Iteration 20F: 3 clusters Score -7135498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7135514.000000 Penalty: 5420.290039
	Iteration 21Q: 3 clusters Score -7135514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7135526.500000 Penalty: 5420.290039
	Iteration 22Q: 3 clusters Score -7135526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7135534.500000 Penalty: 5420.290039
	Iteration 23Q: 3 clusters Score -7135534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7135545.000000 Penalty: 5420.290039
	Iteration 24Q: 3 clusters Score -7135545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7135558.500000 Penalty: 5420.290039
	Iteration 25Q: 3 clusters Score -7135558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7135566.000000 Penalty: 5420.290039
	Iteration 26Q: 3 clusters Score -7135566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7135569.500000 Penalty: 5420.290039
	Iteration 27Q: 3 clusters Score -7135570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7135573.500000 Penalty: 5420.290039
	Iteration 28Q: 3 clusters Score -7135574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7135592.000000 Penalty: 5420.290039
	Iteration 29Q: 3 clusters Score -7135592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7135589.500000 Penalty: 5420.290039
	Iteration 30Q: 3 clusters Score -7135590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7135599.500000 Penalty: 5420.290039
	Iteration 31Q: 3 clusters Score -7135600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7135603.000000 Penalty: 5420.290039
	Iteration 32Q: 3 clusters Score -7135603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7135606.500000 Penalty: 5420.290039
	Iteration 33Q: 3 clusters Score -7135606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7135605.000000 Penalty: 5420.290039
	Iteration 34Q: 3 clusters Score -7135605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7135612.000000 Penalty: 5420.290039
	Iteration 35Q: 3 clusters Score -7135612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7135612.000000 Penalty: 5420.290039
	Iteration 36F: 3 clusters Score -7135612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155126 members 
Entering Unmasked Estep 
Score: -19881808.000000 Penalty: 2964.094238
	Iteration 0F: 2 clusters Score -1.988181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -19778010.000000 Penalty: 5928.188477
	Iteration 0F: 3 clusters Score -1.977801e+07 nChanged 74175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -19821168.000000 Penalty: 5928.188477
	Iteration 1F: 3 clusters Score -1.982117e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 82119 members 
Entering Unmasked Estep 
Score: -19822376.000000 Penalty: 5928.188477
	Iteration 2Q: 3 clusters Score -1.982238e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -19823702.000000 Penalty: 5928.188477
	Iteration 3Q: 3 clusters Score -1.98237e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -19825578.000000 Penalty: 5928.188477
	Iteration 4Q: 3 clusters Score -1.982558e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 93398 members 
Entering Unmasked Estep 
Score: -19828304.000000 Penalty: 5928.188477
	Iteration 5Q: 3 clusters Score -1.98283e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -19832600.000000 Penalty: 5928.188477
	Iteration 6F: 3 clusters Score -1.98326e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -19839668.000000 Penalty: 5928.188477
	Iteration 7F: 3 clusters Score -1.983967e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 122474 members 
Entering Unmasked Estep 
Score: -19849408.000000 Penalty: 5928.188477
	Iteration 8F: 3 clusters Score -1.984941e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 134465 members 
Entering Unmasked Estep 
Score: -19860388.000000 Penalty: 5928.188477
	Iteration 9F: 3 clusters Score -1.986039e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 143997 members 
Entering Unmasked Estep 
Score: -19869142.000000 Penalty: 5928.188477
	Iteration 10F: 3 clusters Score -1.986914e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 149891 members 
Entering Unmasked Estep 
Score: -19874710.000000 Penalty: 5928.188477
	Iteration 11Q: 3 clusters Score -1.987471e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 152898 members 
Entering Unmasked Estep 
Score: -19877416.000000 Penalty: 5928.188477
	Iteration 12Q: 3 clusters Score -1.987742e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 154098 members 
Entering Unmasked Estep 
Score: -19878358.000000 Penalty: 5928.188477
	Iteration 13Q: 3 clusters Score -1.987836e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 154519 members 
Entering Unmasked Estep 
Score: -19878746.000000 Penalty: 5928.188477
	Iteration 14Q: 3 clusters Score -1.987875e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 154661 members 
Entering Unmasked Estep 
Score: -19878922.000000 Penalty: 5928.188477
	Iteration 15Q: 3 clusters Score -1.987892e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 154724 members 
Entering Unmasked Estep 
Score: -19879004.000000 Penalty: 5928.188477
	Iteration 16Q: 3 clusters Score -1.9879e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 154763 members 
Entering Unmasked Estep 
Score: -19879074.000000 Penalty: 5928.188477
	Iteration 17Q: 3 clusters Score -1.987907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 154783 members 
Entering Unmasked Estep 
Score: -19879084.000000 Penalty: 5928.188477
	Iteration 18Q: 3 clusters Score -1.987908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 154795 members 
Entering Unmasked Estep 
Score: -19879126.000000 Penalty: 5928.188477
	Iteration 19Q: 3 clusters Score -1.987913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 154799 members 
Entering Unmasked Estep 
Score: -19879150.000000 Penalty: 5928.188477
	Iteration 20F: 3 clusters Score -1.987915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 154804 members 
Entering Unmasked Estep 
Score: -19879138.000000 Penalty: 5928.188477
	Iteration 21Q: 3 clusters Score -1.987914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -19879130.000000 Penalty: 5928.188477
	Iteration 22Q: 3 clusters Score -1.987913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -19879140.000000 Penalty: 5928.188477
	Iteration 23Q: 3 clusters Score -1.987914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -19879142.000000 Penalty: 5928.188477
	Iteration 24Q: 3 clusters Score -1.987914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -19879152.000000 Penalty: 5928.188477
	Iteration 25Q: 3 clusters Score -1.987915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -19879142.000000 Penalty: 5928.188477
	Iteration 26Q: 3 clusters Score -1.987914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -19879138.000000 Penalty: 5928.188477
	Iteration 27Q: 3 clusters Score -1.987914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 154815 members 
Entering Unmasked Estep 
Score: -19879156.000000 Penalty: 5928.188477
	Iteration 28Q: 3 clusters Score -1.987916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 154817 members 
Entering Unmasked Estep 
Score: -19879158.000000 Penalty: 5928.188477
	Iteration 29Q: 3 clusters Score -1.987916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 154818 members 
Entering Unmasked Estep 
Score: -19879152.000000 Penalty: 5928.188477
	Iteration 30Q: 3 clusters Score -1.987915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 154818 members 
Entering Unmasked Estep 
Score: -19879152.000000 Penalty: 5928.188477
	Iteration 31F: 3 clusters Score -1.987915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Entering Unmasked Estep 
Score: -9173495.000000 Penalty: 2771.282227
	Iteration 0F: 2 clusters Score -9173495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -9126043.000000 Penalty: 5542.564453
	Iteration 0F: 3 clusters Score -9126043 nChanged 33260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -9144594.000000 Penalty: 5542.564453
	Iteration 1F: 3 clusters Score -9144594 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -9145440.000000 Penalty: 5542.564453
	Iteration 2Q: 3 clusters Score -9145440 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -9146662.000000 Penalty: 5542.564453
	Iteration 3Q: 3 clusters Score -9146662 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -9148515.000000 Penalty: 5542.564453
	Iteration 4F: 3 clusters Score -9148515 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -9151147.000000 Penalty: 5542.564453
	Iteration 5F: 3 clusters Score -9151147 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -9154700.000000 Penalty: 5542.564453
	Iteration 6F: 3 clusters Score -9154700 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -9158538.000000 Penalty: 5542.564453
	Iteration 7F: 3 clusters Score -9158538 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -9162370.000000 Penalty: 5542.564453
	Iteration 8F: 3 clusters Score -9162370 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -9165679.000000 Penalty: 5542.564453
	Iteration 9F: 3 clusters Score -9165679 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -9168175.000000 Penalty: 5542.564453
	Iteration 10Q: 3 clusters Score -9168175 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9169665.000000 Penalty: 5542.564453
	Iteration 11Q: 3 clusters Score -9169665 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9170424.000000 Penalty: 5542.564453
	Iteration 12Q: 3 clusters Score -9170424 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9170778.000000 Penalty: 5542.564453
	Iteration 13Q: 3 clusters Score -9170778 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9170929.000000 Penalty: 5542.564453
	Iteration 14Q: 3 clusters Score -9170929 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9171087.000000 Penalty: 5542.564453
	Iteration 15Q: 3 clusters Score -9171087 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9171196.000000 Penalty: 5542.564453
	Iteration 16Q: 3 clusters Score -9171196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9171270.000000 Penalty: 5542.564453
	Iteration 17Q: 3 clusters Score -9171270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9171336.000000 Penalty: 5542.564453
	Iteration 18Q: 3 clusters Score -9171336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70600 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9171437.000000 Penalty: 5542.564453
	Iteration 19Q: 3 clusters Score -9171437 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9171491.000000 Penalty: 5542.564453
	Iteration 20F: 3 clusters Score -9171491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9171546.000000 Penalty: 5542.564453
	Iteration 21Q: 3 clusters Score -9171546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9171588.000000 Penalty: 5542.564453
	Iteration 22Q: 3 clusters Score -9171588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9171625.000000 Penalty: 5542.564453
	Iteration 23Q: 3 clusters Score -9171625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9171648.000000 Penalty: 5542.564453
	Iteration 24Q: 3 clusters Score -9171648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9171686.000000 Penalty: 5542.564453
	Iteration 25Q: 3 clusters Score -9171686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9171688.000000 Penalty: 5542.564453
	Iteration 26Q: 3 clusters Score -9171688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9171717.000000 Penalty: 5542.564453
	Iteration 27Q: 3 clusters Score -9171717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9171732.000000 Penalty: 5542.564453
	Iteration 28Q: 3 clusters Score -9171732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70492 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9171751.000000 Penalty: 5542.564453
	Iteration 29Q: 3 clusters Score -9171751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9171763.000000 Penalty: 5542.564453
	Iteration 30Q: 3 clusters Score -9171763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9171748.000000 Penalty: 5542.564453
	Iteration 31Q: 3 clusters Score -9171748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9171751.000000 Penalty: 5542.564453
	Iteration 32Q: 3 clusters Score -9171751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9171768.000000 Penalty: 5542.564453
	Iteration 33Q: 3 clusters Score -9171768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9171782.000000 Penalty: 5542.564453
	Iteration 34Q: 3 clusters Score -9171782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9171783.000000 Penalty: 5542.564453
	Iteration 35Q: 3 clusters Score -9171783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9171783.000000 Penalty: 5542.564453
	Iteration 36F: 3 clusters Score -9171783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Entering Unmasked Estep 
Score: -2202221.000000 Penalty: 2419.395264
	Iteration 0F: 2 clusters Score -2202221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2189954.250000 Penalty: 4838.790527
	Iteration 0F: 3 clusters Score -2189954 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2194073.250000 Penalty: 4838.790527
	Iteration 1F: 3 clusters Score -2194073 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2194487.500000 Penalty: 4838.790527
	Iteration 2F: 3 clusters Score -2194488 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2194808.500000 Penalty: 4838.790527
	Iteration 3Q: 3 clusters Score -2194808 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2195063.750000 Penalty: 4838.790527
	Iteration 4Q: 3 clusters Score -2195064 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2195296.500000 Penalty: 4838.790527
	Iteration 5Q: 3 clusters Score -2195296 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2195549.250000 Penalty: 4838.790527
	Iteration 6Q: 3 clusters Score -2195549 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2195827.000000 Penalty: 4838.790527
	Iteration 7Q: 3 clusters Score -2195827 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2196169.250000 Penalty: 4838.790527
	Iteration 8Q: 3 clusters Score -2196169 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2196561.750000 Penalty: 4838.790527
	Iteration 9Q: 3 clusters Score -2196562 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2196972.750000 Penalty: 4838.790527
	Iteration 10Q: 3 clusters Score -2196973 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2197393.750000 Penalty: 4838.790527
	Iteration 11Q: 3 clusters Score -2197394 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2197832.500000 Penalty: 4838.790527
	Iteration 12Q: 3 clusters Score -2197832 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2198234.000000 Penalty: 4838.790527
	Iteration 13Q: 3 clusters Score -2198234 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2198566.750000 Penalty: 4838.790527
	Iteration 14Q: 3 clusters Score -2198567 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2198910.000000 Penalty: 4838.790527
	Iteration 15Q: 3 clusters Score -2198910 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2199238.000000 Penalty: 4838.790527
	Iteration 16Q: 3 clusters Score -2199238 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2199507.250000 Penalty: 4838.790527
	Iteration 17Q: 3 clusters Score -2199507 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2199700.250000 Penalty: 4838.790527
	Iteration 18Q: 3 clusters Score -2199700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2199846.750000 Penalty: 4838.790527
	Iteration 19Q: 3 clusters Score -2199847 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2199945.750000 Penalty: 4838.790527
	Iteration 20F: 3 clusters Score -2199946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2200033.250000 Penalty: 4838.790527
	Iteration 21Q: 3 clusters Score -2200033 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2200084.250000 Penalty: 4838.790527
	Iteration 22Q: 3 clusters Score -2200084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2200130.750000 Penalty: 4838.790527
	Iteration 23Q: 3 clusters Score -2200131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2200166.500000 Penalty: 4838.790527
	Iteration 24Q: 3 clusters Score -2200166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2200190.250000 Penalty: 4838.790527
	Iteration 25Q: 3 clusters Score -2200190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2200202.000000 Penalty: 4838.790527
	Iteration 26Q: 3 clusters Score -2200202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2200217.000000 Penalty: 4838.790527
	Iteration 27Q: 3 clusters Score -2200217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2200232.500000 Penalty: 4838.790527
	Iteration 28Q: 3 clusters Score -2200232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2200247.000000 Penalty: 4838.790527
	Iteration 29Q: 3 clusters Score -2200247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2200249.500000 Penalty: 4838.790527
	Iteration 30Q: 3 clusters Score -2200250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2200260.250000 Penalty: 4838.790527
	Iteration 31Q: 3 clusters Score -2200260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2200262.250000 Penalty: 4838.790527
	Iteration 32Q: 3 clusters Score -2200262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2200265.750000 Penalty: 4838.790527
	Iteration 33Q: 3 clusters Score -2200266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2200275.750000 Penalty: 4838.790527
	Iteration 34Q: 3 clusters Score -2200276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2200278.000000 Penalty: 4838.790527
	Iteration 35Q: 3 clusters Score -2200278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2200285.750000 Penalty: 4838.790527
	Iteration 36Q: 3 clusters Score -2200286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2200295.750000 Penalty: 4838.790527
	Iteration 37Q: 3 clusters Score -2200296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2200305.750000 Penalty: 4838.790527
	Iteration 38Q: 3 clusters Score -2200306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2200313.250000 Penalty: 4838.790527
	Iteration 39Q: 3 clusters Score -2200313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2200315.750000 Penalty: 4838.790527
	Iteration 40F: 3 clusters Score -2200316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2200318.750000 Penalty: 4838.790527
	Iteration 41Q: 3 clusters Score -2200319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2200321.750000 Penalty: 4838.790527
	Iteration 42Q: 3 clusters Score -2200322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2200324.000000 Penalty: 4838.790527
	Iteration 43Q: 3 clusters Score -2200324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2200326.000000 Penalty: 4838.790527
	Iteration 44Q: 3 clusters Score -2200326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2200329.500000 Penalty: 4838.790527
	Iteration 45Q: 3 clusters Score -2200330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2200331.000000 Penalty: 4838.790527
	Iteration 46Q: 3 clusters Score -2200331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2200336.000000 Penalty: 4838.790527
	Iteration 47Q: 3 clusters Score -2200336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2200336.250000 Penalty: 4838.790527
	Iteration 48Q: 3 clusters Score -2200336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2200337.000000 Penalty: 4838.790527
	Iteration 49Q: 3 clusters Score -2200337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2200345.750000 Penalty: 4838.790527
	Iteration 50Q: 3 clusters Score -2200346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2200344.500000 Penalty: 4838.790527
	Iteration 51Q: 3 clusters Score -2200344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2200344.500000 Penalty: 4838.790527
	Iteration 52F: 3 clusters Score -2200344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Entering Unmasked Estep 
Score: -647255.437500 Penalty: 2115.075195
	Iteration 0F: 2 clusters Score -647255.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -642722.937500 Penalty: 4230.150391
	Iteration 0F: 3 clusters Score -642722.9 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -644042.062500 Penalty: 4230.150391
	Iteration 1F: 3 clusters Score -644042.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -644489.437500 Penalty: 4230.150391
	Iteration 2F: 3 clusters Score -644489.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -644826.750000 Penalty: 4230.150391
	Iteration 3F: 3 clusters Score -644826.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -645137.500000 Penalty: 4230.150391
	Iteration 4F: 3 clusters Score -645137.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -645396.250000 Penalty: 4230.150391
	Iteration 5F: 3 clusters Score -645396.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -645595.437500 Penalty: 4230.150391
	Iteration 6Q: 3 clusters Score -645595.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -645742.250000 Penalty: 4230.150391
	Iteration 7Q: 3 clusters Score -645742.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -645837.000000 Penalty: 4230.150391
	Iteration 8Q: 3 clusters Score -645837 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -645906.562500 Penalty: 4230.150391
	Iteration 9Q: 3 clusters Score -645906.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -645963.687500 Penalty: 4230.150391
	Iteration 10Q: 3 clusters Score -645963.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -646007.687500 Penalty: 4230.150391
	Iteration 11Q: 3 clusters Score -646007.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -646043.750000 Penalty: 4230.150391
	Iteration 12Q: 3 clusters Score -646043.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -646065.875000 Penalty: 4230.150391
	Iteration 13Q: 3 clusters Score -646065.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -646080.625000 Penalty: 4230.150391
	Iteration 14Q: 3 clusters Score -646080.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -646087.187500 Penalty: 4230.150391
	Iteration 15Q: 3 clusters Score -646087.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -646096.625000 Penalty: 4230.150391
	Iteration 16Q: 3 clusters Score -646096.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -646106.812500 Penalty: 4230.150391
	Iteration 17Q: 3 clusters Score -646106.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -646116.000000 Penalty: 4230.150391
	Iteration 18Q: 3 clusters Score -646116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -646123.375000 Penalty: 4230.150391
	Iteration 19Q: 3 clusters Score -646123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -646131.187500 Penalty: 4230.150391
	Iteration 20F: 3 clusters Score -646131.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -646136.250000 Penalty: 4230.150391
	Iteration 21Q: 3 clusters Score -646136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -646137.437500 Penalty: 4230.150391
	Iteration 22Q: 3 clusters Score -646137.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -646141.500000 Penalty: 4230.150391
	Iteration 23Q: 3 clusters Score -646141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -646142.187500 Penalty: 4230.150391
	Iteration 24Q: 3 clusters Score -646142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -646142.312500 Penalty: 4230.150391
	Iteration 25Q: 3 clusters Score -646142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -646143.187500 Penalty: 4230.150391
	Iteration 26Q: 3 clusters Score -646143.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -646143.187500 Penalty: 4230.150391
	Iteration 27F: 3 clusters Score -646143.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -77931.234375 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -77931.23 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 364 members 
Entering Unmasked Estep 
Score: -76330.992188 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -76330.99 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76734.500000 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -76734.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76937.726562 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -76937.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77079.523438 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -77079.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -77307.437500 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -77307.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -77487.570312 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -77487.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -77587.578125 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -77587.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -77630.203125 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -77630.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77652.335938 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -77652.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77676.601562 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -77676.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77703.546875 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -77703.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77726.375000 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -77726.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77743.343750 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -77743.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77761.632812 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -77761.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77769.445312 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -77769.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77782.164062 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -77782.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77790.664062 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -77790.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77798.242188 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -77798.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77801.945312 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -77801.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77809.000000 Penalty: 3277.568359
	Iteration 19Q: 3 clusters Score -77809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77818.617188 Penalty: 3277.568359
	Iteration 20F: 3 clusters Score -77818.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77820.156250 Penalty: 3277.568359
	Iteration 21Q: 3 clusters Score -77820.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77822.398438 Penalty: 3277.568359
	Iteration 22Q: 3 clusters Score -77822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77822.398438 Penalty: 3277.568359
	Iteration 23F: 3 clusters Score -77822.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -50142.507812 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -50142.51 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 240 members 
Entering Unmasked Estep 
Score: -48779.605469 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -48779.61 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49270.808594 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -49270.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49516.796875 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -49516.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49672.285156 Penalty: 3072.425049
	Iteration 3F: 3 clusters Score -49672.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49926.328125 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -49926.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50113.238281 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -50113.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50333.843750 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -50333.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50645.136719 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -50645.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50683.906250 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -50683.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50705.726562 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -50705.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50729.453125 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -50729.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50753.472656 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -50753.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50766.585938 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -50766.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50779.085938 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -50779.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50795.203125 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -50795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50803.492188 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -50803.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50807.339844 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -50807.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50813.792969 Penalty: 3072.425049
	Iteration 17F: 3 clusters Score -50813.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50838.488281 Penalty: 3072.425049
	Iteration 18Q: 3 clusters Score -50838.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50863.843750 Penalty: 3072.425049
	Iteration 19Q: 3 clusters Score -50863.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50919.250000 Penalty: 3072.425049
	Iteration 20F: 3 clusters Score -50919.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -50936.503906 Penalty: 3072.425049
	Iteration 21Q: 3 clusters Score -50936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -50936.503906 Penalty: 3072.425049
	Iteration 22F: 3 clusters Score -50936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24987 members 
Mstep: Class 3 contains 13295 members 
Mstep: Class 4 contains 31906 members 
Mstep: Class 5 contains 25199 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 21544 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 55715 members 
Mstep: Class 14 contains 155126 members 
Mstep: Class 15 contains 71291 members 
Mstep: Class 16 contains 17251 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 370 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 39630 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 102724 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 120 members 
Entering Unmasked Estep 
Score: -77990448.000000 Penalty: 99327.773438
Splitting cluster 19 changes total score from -77991376.000000 to -77990448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -195324.437500 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -195324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -192973.187500 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -192973.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -193522.718750 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -193522.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -193770.953125 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -193771 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -193929.906250 Penalty: 3686.218506
	Iteration 3F: 3 clusters Score -193929.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -194011.109375 Penalty: 3686.218506
	Iteration 4Q: 3 clusters Score -194011.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -194074.812500 Penalty: 3686.218506
	Iteration 5Q: 3 clusters Score -194074.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194121.328125 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -194121.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -194150.859375 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -194150.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -194174.859375 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -194174.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -194191.718750 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -194191.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -194207.421875 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -194207.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -194217.609375 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -194217.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -194238.250000 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -194238.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -194252.593750 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -194252.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -194259.890625 Penalty: 3686.218506
	Iteration 14Q: 3 clusters Score -194259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -194264.062500 Penalty: 3686.218506
	Iteration 15Q: 3 clusters Score -194264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -194265.968750 Penalty: 3686.218506
	Iteration 16Q: 3 clusters Score -194266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -194267.937500 Penalty: 3686.218506
	Iteration 17Q: 3 clusters Score -194267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -194268.859375 Penalty: 3686.218506
	Iteration 18Q: 3 clusters Score -194268.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -194268.859375 Penalty: 3686.218506
	Iteration 19F: 3 clusters Score -194268.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Entering Unmasked Estep 
Score: -5037758.000000 Penalty: 2625.660645
	Iteration 0F: 2 clusters Score -5037758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -5010852.500000 Penalty: 5251.321289
	Iteration 0F: 3 clusters Score -5010852 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5021519.000000 Penalty: 5251.321289
	Iteration 1F: 3 clusters Score -5021519 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -5022832.000000 Penalty: 5251.321289
	Iteration 2F: 3 clusters Score -5022832 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -5024302.500000 Penalty: 5251.321289
	Iteration 3F: 3 clusters Score -5024302 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -5026009.000000 Penalty: 5251.321289
	Iteration 4F: 3 clusters Score -5026009 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -5027841.500000 Penalty: 5251.321289
	Iteration 5F: 3 clusters Score -5027842 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -5029719.500000 Penalty: 5251.321289
	Iteration 6F: 3 clusters Score -5029720 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5031511.500000 Penalty: 5251.321289
	Iteration 7F: 3 clusters Score -5031512 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -5032977.500000 Penalty: 5251.321289
	Iteration 8Q: 3 clusters Score -5032978 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -5033973.500000 Penalty: 5251.321289
	Iteration 9Q: 3 clusters Score -5033974 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -5034644.000000 Penalty: 5251.321289
	Iteration 10Q: 3 clusters Score -5034644 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5035090.000000 Penalty: 5251.321289
	Iteration 11Q: 3 clusters Score -5035090 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -5035350.500000 Penalty: 5251.321289
	Iteration 12Q: 3 clusters Score -5035350 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5035546.500000 Penalty: 5251.321289
	Iteration 13Q: 3 clusters Score -5035546 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5035674.500000 Penalty: 5251.321289
	Iteration 14Q: 3 clusters Score -5035674 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5035783.000000 Penalty: 5251.321289
	Iteration 15Q: 3 clusters Score -5035783 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5035845.500000 Penalty: 5251.321289
	Iteration 16Q: 3 clusters Score -5035846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5035902.500000 Penalty: 5251.321289
	Iteration 17Q: 3 clusters Score -5035902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5035945.000000 Penalty: 5251.321289
	Iteration 18Q: 3 clusters Score -5035945 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5035981.000000 Penalty: 5251.321289
	Iteration 19Q: 3 clusters Score -5035981 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5035998.000000 Penalty: 5251.321289
	Iteration 20F: 3 clusters Score -5035998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5036028.000000 Penalty: 5251.321289
	Iteration 21Q: 3 clusters Score -5036028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5036060.000000 Penalty: 5251.321289
	Iteration 22Q: 3 clusters Score -5036060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5036072.500000 Penalty: 5251.321289
	Iteration 23Q: 3 clusters Score -5036072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5036092.500000 Penalty: 5251.321289
	Iteration 24Q: 3 clusters Score -5036092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5036100.000000 Penalty: 5251.321289
	Iteration 25Q: 3 clusters Score -5036100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5036111.500000 Penalty: 5251.321289
	Iteration 26Q: 3 clusters Score -5036112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5036126.000000 Penalty: 5251.321289
	Iteration 27Q: 3 clusters Score -5036126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5036149.000000 Penalty: 5251.321289
	Iteration 28Q: 3 clusters Score -5036149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5036159.000000 Penalty: 5251.321289
	Iteration 29Q: 3 clusters Score -5036159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5036157.000000 Penalty: 5251.321289
	Iteration 30Q: 3 clusters Score -5036157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5036157.500000 Penalty: 5251.321289
	Iteration 31Q: 3 clusters Score -5036158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5036169.500000 Penalty: 5251.321289
	Iteration 32Q: 3 clusters Score -5036170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5036167.500000 Penalty: 5251.321289
	Iteration 33Q: 3 clusters Score -5036168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5036169.000000 Penalty: 5251.321289
	Iteration 34Q: 3 clusters Score -5036169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5036173.500000 Penalty: 5251.321289
	Iteration 35Q: 3 clusters Score -5036174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5036180.500000 Penalty: 5251.321289
	Iteration 36Q: 3 clusters Score -5036180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5036177.000000 Penalty: 5251.321289
	Iteration 37Q: 3 clusters Score -5036177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5036194.500000 Penalty: 5251.321289
	Iteration 38Q: 3 clusters Score -5036194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5036213.500000 Penalty: 5251.321289
	Iteration 39Q: 3 clusters Score -5036214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5036227.500000 Penalty: 5251.321289
	Iteration 40F: 3 clusters Score -5036228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5036221.000000 Penalty: 5251.321289
	Iteration 41Q: 3 clusters Score -5036221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5036229.500000 Penalty: 5251.321289
	Iteration 42Q: 3 clusters Score -5036230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5036241.500000 Penalty: 5251.321289
	Iteration 43Q: 3 clusters Score -5036242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5036239.000000 Penalty: 5251.321289
	Iteration 44Q: 3 clusters Score -5036239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5036247.500000 Penalty: 5251.321289
	Iteration 45Q: 3 clusters Score -5036248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5036251.000000 Penalty: 5251.321289
	Iteration 46Q: 3 clusters Score -5036251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5036243.500000 Penalty: 5251.321289
	Iteration 47Q: 3 clusters Score -5036244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5036249.500000 Penalty: 5251.321289
	Iteration 48Q: 3 clusters Score -5036250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5036250.000000 Penalty: 5251.321289
	Iteration 49Q: 3 clusters Score -5036250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5036254.500000 Penalty: 5251.321289
	Iteration 50Q: 3 clusters Score -5036254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5036251.000000 Penalty: 5251.321289
	Iteration 51Q: 3 clusters Score -5036251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5036252.500000 Penalty: 5251.321289
	Iteration 52Q: 3 clusters Score -5036252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5036259.500000 Penalty: 5251.321289
	Iteration 53Q: 3 clusters Score -5036260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5036259.000000 Penalty: 5251.321289
	Iteration 54Q: 3 clusters Score -5036259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5036251.000000 Penalty: 5251.321289
	Iteration 55Q: 3 clusters Score -5036251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5036254.000000 Penalty: 5251.321289
	Iteration 56Q: 3 clusters Score -5036254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5036255.000000 Penalty: 5251.321289
	Iteration 57Q: 3 clusters Score -5036255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5036253.000000 Penalty: 5251.321289
	Iteration 58Q: 3 clusters Score -5036253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5036255.500000 Penalty: 5251.321289
	Iteration 59Q: 3 clusters Score -5036256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5036255.500000 Penalty: 5251.321289
	Iteration 60F: 3 clusters Score -5036256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Entering Unmasked Estep 
Score: -1234501.125000 Penalty: 2283.891602
	Iteration 0F: 2 clusters Score -1234501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1226942.750000 Penalty: 4567.783203
	Iteration 0F: 3 clusters Score -1226943 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1229204.375000 Penalty: 4567.783203
	Iteration 1F: 3 clusters Score -1229204 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1229635.500000 Penalty: 4567.783203
	Iteration 2F: 3 clusters Score -1229636 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1229998.875000 Penalty: 4567.783203
	Iteration 3F: 3 clusters Score -1229999 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1230321.625000 Penalty: 4567.783203
	Iteration 4F: 3 clusters Score -1230322 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1230602.875000 Penalty: 4567.783203
	Iteration 5Q: 3 clusters Score -1230603 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1230888.250000 Penalty: 4567.783203
	Iteration 6Q: 3 clusters Score -1230888 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1231162.625000 Penalty: 4567.783203
	Iteration 7Q: 3 clusters Score -1231163 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1231411.000000 Penalty: 4567.783203
	Iteration 8Q: 3 clusters Score -1231411 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1231628.375000 Penalty: 4567.783203
	Iteration 9Q: 3 clusters Score -1231628 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1231831.250000 Penalty: 4567.783203
	Iteration 10Q: 3 clusters Score -1231831 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1232007.000000 Penalty: 4567.783203
	Iteration 11Q: 3 clusters Score -1232007 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1232145.250000 Penalty: 4567.783203
	Iteration 12Q: 3 clusters Score -1232145 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1232250.000000 Penalty: 4567.783203
	Iteration 13Q: 3 clusters Score -1232250 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1232347.000000 Penalty: 4567.783203
	Iteration 14Q: 3 clusters Score -1232347 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1232423.750000 Penalty: 4567.783203
	Iteration 15Q: 3 clusters Score -1232424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1232483.250000 Penalty: 4567.783203
	Iteration 16Q: 3 clusters Score -1232483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1232520.625000 Penalty: 4567.783203
	Iteration 17Q: 3 clusters Score -1232521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1232551.000000 Penalty: 4567.783203
	Iteration 18Q: 3 clusters Score -1232551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1232571.625000 Penalty: 4567.783203
	Iteration 19Q: 3 clusters Score -1232572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1232589.500000 Penalty: 4567.783203
	Iteration 20F: 3 clusters Score -1232590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1232604.750000 Penalty: 4567.783203
	Iteration 21Q: 3 clusters Score -1232605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1232619.000000 Penalty: 4567.783203
	Iteration 22Q: 3 clusters Score -1232619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1232625.500000 Penalty: 4567.783203
	Iteration 23Q: 3 clusters Score -1232626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1232635.500000 Penalty: 4567.783203
	Iteration 24Q: 3 clusters Score -1232636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1232640.875000 Penalty: 4567.783203
	Iteration 25Q: 3 clusters Score -1232641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1232646.875000 Penalty: 4567.783203
	Iteration 26Q: 3 clusters Score -1232647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1232650.125000 Penalty: 4567.783203
	Iteration 27Q: 3 clusters Score -1232650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1232656.750000 Penalty: 4567.783203
	Iteration 28Q: 3 clusters Score -1232657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1232664.000000 Penalty: 4567.783203
	Iteration 29Q: 3 clusters Score -1232664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1232668.875000 Penalty: 4567.783203
	Iteration 30Q: 3 clusters Score -1232669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1232673.000000 Penalty: 4567.783203
	Iteration 31Q: 3 clusters Score -1232673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1232676.375000 Penalty: 4567.783203
	Iteration 32Q: 3 clusters Score -1232676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1232677.000000 Penalty: 4567.783203
	Iteration 33Q: 3 clusters Score -1232677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1232676.875000 Penalty: 4567.783203
	Iteration 34Q: 3 clusters Score -1232677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1232680.375000 Penalty: 4567.783203
	Iteration 35Q: 3 clusters Score -1232680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1232683.875000 Penalty: 4567.783203
	Iteration 36Q: 3 clusters Score -1232684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1232685.750000 Penalty: 4567.783203
	Iteration 37Q: 3 clusters Score -1232686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1232685.750000 Penalty: 4567.783203
	Iteration 38F: 3 clusters Score -1232686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (102724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Entering Unmasked Estep 
Score: -13085477.000000 Penalty: 2861.870605
	Iteration 0F: 2 clusters Score -1.308548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -13017070.000000 Penalty: 5723.741211
	Iteration 0F: 3 clusters Score -1.301707e+07 nChanged 48464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -13044529.000000 Penalty: 5723.741211
	Iteration 1F: 3 clusters Score -1.304453e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -13045290.000000 Penalty: 5723.741211
	Iteration 2Q: 3 clusters Score -1.304529e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -13046208.000000 Penalty: 5723.741211
	Iteration 3Q: 3 clusters Score -1.304621e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -13047538.000000 Penalty: 5723.741211
	Iteration 4Q: 3 clusters Score -1.304754e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -13049306.000000 Penalty: 5723.741211
	Iteration 5Q: 3 clusters Score -1.304931e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -13051650.000000 Penalty: 5723.741211
	Iteration 6F: 3 clusters Score -1.305165e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -13054556.000000 Penalty: 5723.741211
	Iteration 7F: 3 clusters Score -1.305456e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -13057731.000000 Penalty: 5723.741211
	Iteration 8F: 3 clusters Score -1.305773e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -13060606.000000 Penalty: 5723.741211
	Iteration 9F: 3 clusters Score -1.306061e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -13063375.000000 Penalty: 5723.741211
	Iteration 10F: 3 clusters Score -1.306338e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -13065489.000000 Penalty: 5723.741211
	Iteration 11Q: 3 clusters Score -1.306549e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -13067587.000000 Penalty: 5723.741211
	Iteration 12Q: 3 clusters Score -1.306759e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -13069731.000000 Penalty: 5723.741211
	Iteration 13Q: 3 clusters Score -1.306973e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -13071548.000000 Penalty: 5723.741211
	Iteration 14Q: 3 clusters Score -1.307155e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -13072789.000000 Penalty: 5723.741211
	Iteration 15Q: 3 clusters Score -1.307279e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -13073675.000000 Penalty: 5723.741211
	Iteration 16Q: 3 clusters Score -1.307368e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -13074306.000000 Penalty: 5723.741211
	Iteration 17Q: 3 clusters Score -1.307431e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -13074885.000000 Penalty: 5723.741211
	Iteration 18Q: 3 clusters Score -1.307488e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -13075313.000000 Penalty: 5723.741211
	Iteration 19Q: 3 clusters Score -1.307531e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -13075829.000000 Penalty: 5723.741211
	Iteration 20F: 3 clusters Score -1.307583e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -13076314.000000 Penalty: 5723.741211
	Iteration 21Q: 3 clusters Score -1.307631e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -13076691.000000 Penalty: 5723.741211
	Iteration 22Q: 3 clusters Score -1.307669e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -13077086.000000 Penalty: 5723.741211
	Iteration 23Q: 3 clusters Score -1.307709e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -13077466.000000 Penalty: 5723.741211
	Iteration 24Q: 3 clusters Score -1.307747e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -13077873.000000 Penalty: 5723.741211
	Iteration 25Q: 3 clusters Score -1.307787e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -13078250.000000 Penalty: 5723.741211
	Iteration 26Q: 3 clusters Score -1.307825e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -13078623.000000 Penalty: 5723.741211
	Iteration 27Q: 3 clusters Score -1.307862e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -13078886.000000 Penalty: 5723.741211
	Iteration 28Q: 3 clusters Score -1.307889e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -13079134.000000 Penalty: 5723.741211
	Iteration 29Q: 3 clusters Score -1.307913e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -13079422.000000 Penalty: 5723.741211
	Iteration 30Q: 3 clusters Score -1.307942e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -13079711.000000 Penalty: 5723.741211
	Iteration 31Q: 3 clusters Score -1.307971e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -13080032.000000 Penalty: 5723.741211
	Iteration 32Q: 3 clusters Score -1.308003e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91745 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -13080351.000000 Penalty: 5723.741211
	Iteration 33Q: 3 clusters Score -1.308035e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -13080530.000000 Penalty: 5723.741211
	Iteration 34Q: 3 clusters Score -1.308053e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -13080744.000000 Penalty: 5723.741211
	Iteration 35Q: 3 clusters Score -1.308074e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -13080976.000000 Penalty: 5723.741211
	Iteration 36Q: 3 clusters Score -1.308098e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -13081152.000000 Penalty: 5723.741211
	Iteration 37Q: 3 clusters Score -1.308115e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -13081334.000000 Penalty: 5723.741211
	Iteration 38Q: 3 clusters Score -1.308133e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -13081429.000000 Penalty: 5723.741211
	Iteration 39Q: 3 clusters Score -1.308143e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -13081578.000000 Penalty: 5723.741211
	Iteration 40F: 3 clusters Score -1.308158e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -13081654.000000 Penalty: 5723.741211
	Iteration 41Q: 3 clusters Score -1.308165e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -13081765.000000 Penalty: 5723.741211
	Iteration 42Q: 3 clusters Score -1.308176e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -13081824.000000 Penalty: 5723.741211
	Iteration 43Q: 3 clusters Score -1.308182e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -13081897.000000 Penalty: 5723.741211
	Iteration 44Q: 3 clusters Score -1.30819e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -13081981.000000 Penalty: 5723.741211
	Iteration 45Q: 3 clusters Score -1.308198e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -13082070.000000 Penalty: 5723.741211
	Iteration 46Q: 3 clusters Score -1.308207e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97648 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -13082112.000000 Penalty: 5723.741211
	Iteration 47Q: 3 clusters Score -1.308211e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97840 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -13082155.000000 Penalty: 5723.741211
	Iteration 48Q: 3 clusters Score -1.308216e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -13082213.000000 Penalty: 5723.741211
	Iteration 49Q: 3 clusters Score -1.308221e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98199 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -13082312.000000 Penalty: 5723.741211
	Iteration 50Q: 3 clusters Score -1.308231e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -13082358.000000 Penalty: 5723.741211
	Iteration 51Q: 3 clusters Score -1.308236e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -13082394.000000 Penalty: 5723.741211
	Iteration 52Q: 3 clusters Score -1.308239e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -13082419.000000 Penalty: 5723.741211
	Iteration 53Q: 3 clusters Score -1.308242e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98860 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -13082477.000000 Penalty: 5723.741211
	Iteration 54Q: 3 clusters Score -1.308248e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -13082513.000000 Penalty: 5723.741211
	Iteration 55Q: 3 clusters Score -1.308251e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99139 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -13082536.000000 Penalty: 5723.741211
	Iteration 56Q: 3 clusters Score -1.308254e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -13082542.000000 Penalty: 5723.741211
	Iteration 57Q: 3 clusters Score -1.308254e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -13082577.000000 Penalty: 5723.741211
	Iteration 58Q: 3 clusters Score -1.308258e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -13082614.000000 Penalty: 5723.741211
	Iteration 59Q: 3 clusters Score -1.308261e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -13082602.000000 Penalty: 5723.741211
	Iteration 60F: 3 clusters Score -1.30826e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -13082608.000000 Penalty: 5723.741211
	Iteration 61Q: 3 clusters Score -1.308261e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99718 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -13082618.000000 Penalty: 5723.741211
	Iteration 62Q: 3 clusters Score -1.308262e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99792 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -13082670.000000 Penalty: 5723.741211
	Iteration 63Q: 3 clusters Score -1.308267e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -13082689.000000 Penalty: 5723.741211
	Iteration 64Q: 3 clusters Score -1.308269e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99958 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -13082688.000000 Penalty: 5723.741211
	Iteration 65Q: 3 clusters Score -1.308269e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100027 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -13082697.000000 Penalty: 5723.741211
	Iteration 66Q: 3 clusters Score -1.30827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100086 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -13082735.000000 Penalty: 5723.741211
	Iteration 67Q: 3 clusters Score -1.308274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13082762.000000 Penalty: 5723.741211
	Iteration 68Q: 3 clusters Score -1.308276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -13082760.000000 Penalty: 5723.741211
	Iteration 69Q: 3 clusters Score -1.308276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -13082751.000000 Penalty: 5723.741211
	Iteration 70Q: 3 clusters Score -1.308275e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -13082764.000000 Penalty: 5723.741211
	Iteration 71Q: 3 clusters Score -1.308276e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -13082771.000000 Penalty: 5723.741211
	Iteration 72Q: 3 clusters Score -1.308277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -13082778.000000 Penalty: 5723.741211
	Iteration 73Q: 3 clusters Score -1.308278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -13082792.000000 Penalty: 5723.741211
	Iteration 74Q: 3 clusters Score -1.308279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100340 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -13082807.000000 Penalty: 5723.741211
	Iteration 75Q: 3 clusters Score -1.308281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100366 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -13082827.000000 Penalty: 5723.741211
	Iteration 76Q: 3 clusters Score -1.308283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -13082821.000000 Penalty: 5723.741211
	Iteration 77Q: 3 clusters Score -1.308282e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -13082835.000000 Penalty: 5723.741211
	Iteration 78Q: 3 clusters Score -1.308284e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -13082838.000000 Penalty: 5723.741211
	Iteration 79Q: 3 clusters Score -1.308284e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -13082835.000000 Penalty: 5723.741211
	Iteration 80F: 3 clusters Score -1.308284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100502 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -13082859.000000 Penalty: 5723.741211
	Iteration 81Q: 3 clusters Score -1.308286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -13082847.000000 Penalty: 5723.741211
	Iteration 82Q: 3 clusters Score -1.308285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -13082837.000000 Penalty: 5723.741211
	Iteration 83Q: 3 clusters Score -1.308284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -13082837.000000 Penalty: 5723.741211
	Iteration 84Q: 3 clusters Score -1.308284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100571 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13082843.000000 Penalty: 5723.741211
	Iteration 85Q: 3 clusters Score -1.308284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -13082846.000000 Penalty: 5723.741211
	Iteration 86Q: 3 clusters Score -1.308285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100609 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -13082869.000000 Penalty: 5723.741211
	Iteration 87Q: 3 clusters Score -1.308287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -13082865.000000 Penalty: 5723.741211
	Iteration 88Q: 3 clusters Score -1.308286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -13082865.000000 Penalty: 5723.741211
	Iteration 89Q: 3 clusters Score -1.308286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -13082859.000000 Penalty: 5723.741211
	Iteration 90Q: 3 clusters Score -1.308286e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100683 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -13082853.000000 Penalty: 5723.741211
	Iteration 91Q: 3 clusters Score -1.308285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13082879.000000 Penalty: 5723.741211
	Iteration 92Q: 3 clusters Score -1.308288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -13082879.000000 Penalty: 5723.741211
	Iteration 93Q: 3 clusters Score -1.308288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -13082904.000000 Penalty: 5723.741211
	Iteration 94Q: 3 clusters Score -1.30829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -13082913.000000 Penalty: 5723.741211
	Iteration 95Q: 3 clusters Score -1.308291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -13082931.000000 Penalty: 5723.741211
	Iteration 96Q: 3 clusters Score -1.308293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100816 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13082941.000000 Penalty: 5723.741211
	Iteration 97Q: 3 clusters Score -1.308294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -13082932.000000 Penalty: 5723.741211
	Iteration 98Q: 3 clusters Score -1.308293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13082935.000000 Penalty: 5723.741211
	Iteration 99Q: 3 clusters Score -1.308294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100890 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -13082924.000000 Penalty: 5723.741211
	Iteration 100F: 3 clusters Score -1.308292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13082929.000000 Penalty: 5723.741211
	Iteration 101Q: 3 clusters Score -1.308293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13082924.000000 Penalty: 5723.741211
	Iteration 102Q: 3 clusters Score -1.308292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100968 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -13082918.000000 Penalty: 5723.741211
	Iteration 103Q: 3 clusters Score -1.308292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100982 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -13082916.000000 Penalty: 5723.741211
	Iteration 104Q: 3 clusters Score -1.308292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100992 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -13082902.000000 Penalty: 5723.741211
	Iteration 105Q: 3 clusters Score -1.30829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -13082919.000000 Penalty: 5723.741211
	Iteration 106Q: 3 clusters Score -1.308292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -13082922.000000 Penalty: 5723.741211
	Iteration 107Q: 3 clusters Score -1.308292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -13082926.000000 Penalty: 5723.741211
	Iteration 108Q: 3 clusters Score -1.308293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -13082930.000000 Penalty: 5723.741211
	Iteration 109Q: 3 clusters Score -1.308293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13082930.000000 Penalty: 5723.741211
	Iteration 110Q: 3 clusters Score -1.308293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -13082922.000000 Penalty: 5723.741211
	Iteration 111Q: 3 clusters Score -1.308292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -13082919.000000 Penalty: 5723.741211
	Iteration 112Q: 3 clusters Score -1.308292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -13082928.000000 Penalty: 5723.741211
	Iteration 113Q: 3 clusters Score -1.308293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101052 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -13082928.000000 Penalty: 5723.741211
	Iteration 114Q: 3 clusters Score -1.308293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -13082944.000000 Penalty: 5723.741211
	Iteration 115Q: 3 clusters Score -1.308294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13082943.000000 Penalty: 5723.741211
	Iteration 116Q: 3 clusters Score -1.308294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -13082944.000000 Penalty: 5723.741211
	Iteration 117Q: 3 clusters Score -1.308294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -13082956.000000 Penalty: 5723.741211
	Iteration 118Q: 3 clusters Score -1.308296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -13082956.000000 Penalty: 5723.741211
	Iteration 119Q: 3 clusters Score -1.308296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -13082959.000000 Penalty: 5723.741211
	Iteration 120F: 3 clusters Score -1.308296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13082963.000000 Penalty: 5723.741211
	Iteration 121Q: 3 clusters Score -1.308296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -13082965.000000 Penalty: 5723.741211
	Iteration 122Q: 3 clusters Score -1.308296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -13082964.000000 Penalty: 5723.741211
	Iteration 123Q: 3 clusters Score -1.308296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -13082971.000000 Penalty: 5723.741211
	Iteration 124Q: 3 clusters Score -1.308297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -13082972.000000 Penalty: 5723.741211
	Iteration 125Q: 3 clusters Score -1.308297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13082967.000000 Penalty: 5723.741211
	Iteration 126Q: 3 clusters Score -1.308297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -13082970.000000 Penalty: 5723.741211
	Iteration 127Q: 3 clusters Score -1.308297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -13082972.000000 Penalty: 5723.741211
	Iteration 128Q: 3 clusters Score -1.308297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -13082967.000000 Penalty: 5723.741211
	Iteration 129Q: 3 clusters Score -1.308297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13082972.000000 Penalty: 5723.741211
	Iteration 130Q: 3 clusters Score -1.308297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13082972.000000 Penalty: 5723.741211
	Iteration 131F: 3 clusters Score -1.308297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -107059.273438 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -107059.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105226.093750 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -105226.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105734.765625 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -105734.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106390.484375 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -106390.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107032.812500 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -107032.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -107309.210938 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -107309.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -107399.992188 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -107400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -107437.210938 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -107437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -107468.070312 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -107468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -107475.117188 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -107475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -107480.265625 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -107480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -107480.265625 Penalty: 3378.377197
	Iteration 10F: 3 clusters Score -107480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24987 members 
Mstep: Class 3 contains 13295 members 
Mstep: Class 4 contains 31906 members 
Mstep: Class 5 contains 25199 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 21544 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 55715 members 
Mstep: Class 14 contains 155126 members 
Mstep: Class 15 contains 71291 members 
Mstep: Class 16 contains 17251 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 39630 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 102724 members 
Mstep: Class 24 contains 160 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 748 members 
Entering Unmasked Estep 
Score: -77990272.000000 Penalty: 99327.773438
Splitting cluster 24 changes total score from -77991376.000000 to -77990272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -557398.062500 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -557398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -553278.750000 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -553278.8 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -554223.312500 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -554223.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -554387.687500 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -554387.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -554496.562500 Penalty: 4157.274902
	Iteration 3Q: 3 clusters Score -554496.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -554585.500000 Penalty: 4157.274902
	Iteration 4Q: 3 clusters Score -554585.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -554661.750000 Penalty: 4157.274902
	Iteration 5Q: 3 clusters Score -554661.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -554738.312500 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -554738.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -554799.437500 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -554799.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -554855.125000 Penalty: 4157.274902
	Iteration 8Q: 3 clusters Score -554855.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -554899.437500 Penalty: 4157.274902
	Iteration 9Q: 3 clusters Score -554899.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -554937.312500 Penalty: 4157.274902
	Iteration 10Q: 3 clusters Score -554937.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -554968.250000 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -554968.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -554993.312500 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -554993.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -555016.250000 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -555016.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -555039.500000 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -555039.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -555061.437500 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -555061.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -555078.000000 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -555078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -555095.625000 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -555095.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -555114.875000 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -555114.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -555137.375000 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -555137.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -555170.937500 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -555170.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -555201.750000 Penalty: 4157.274902
	Iteration 21Q: 3 clusters Score -555201.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -555226.812500 Penalty: 4157.274902
	Iteration 22Q: 3 clusters Score -555226.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -555252.312500 Penalty: 4157.274902
	Iteration 23Q: 3 clusters Score -555252.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -555276.312500 Penalty: 4157.274902
	Iteration 24Q: 3 clusters Score -555276.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -555291.312500 Penalty: 4157.274902
	Iteration 25Q: 3 clusters Score -555291.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -555300.687500 Penalty: 4157.274902
	Iteration 26Q: 3 clusters Score -555300.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -555306.625000 Penalty: 4157.274902
	Iteration 27Q: 3 clusters Score -555306.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -555311.000000 Penalty: 4157.274902
	Iteration 28Q: 3 clusters Score -555311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -555318.875000 Penalty: 4157.274902
	Iteration 29Q: 3 clusters Score -555318.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -555326.937500 Penalty: 4157.274902
	Iteration 30Q: 3 clusters Score -555326.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -555333.500000 Penalty: 4157.274902
	Iteration 31Q: 3 clusters Score -555333.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -555338.437500 Penalty: 4157.274902
	Iteration 32Q: 3 clusters Score -555338.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -555345.000000 Penalty: 4157.274902
	Iteration 33Q: 3 clusters Score -555345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -555349.000000 Penalty: 4157.274902
	Iteration 34Q: 3 clusters Score -555349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -555352.000000 Penalty: 4157.274902
	Iteration 35Q: 3 clusters Score -555352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -555354.125000 Penalty: 4157.274902
	Iteration 36Q: 3 clusters Score -555354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -555354.187500 Penalty: 4157.274902
	Iteration 37Q: 3 clusters Score -555354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -555354.375000 Penalty: 4157.274902
	Iteration 38Q: 3 clusters Score -555354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -555357.187500 Penalty: 4157.274902
	Iteration 39Q: 3 clusters Score -555357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -555356.625000 Penalty: 4157.274902
	Iteration 40F: 3 clusters Score -555356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -555357.062500 Penalty: 4157.274902
	Iteration 41Q: 3 clusters Score -555357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -555357.062500 Penalty: 4157.274902
	Iteration 42F: 3 clusters Score -555357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -269876.281250 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -269876.3 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 1035 members 
Entering Unmasked Estep 
Score: -267191.031250 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -267191 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -267638.468750 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -267638.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -267788.937500 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -267788.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -267875.156250 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -267875.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -267912.843750 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -267912.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -267939.843750 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -267939.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -267957.875000 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -267957.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -267968.156250 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -267968.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -267978.000000 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -267978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -267989.343750 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -267989.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -267992.968750 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -267993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -267997.000000 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -267997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -268000.250000 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -268000.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -268003.718750 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -268003.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -268005.187500 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -268005.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -268010.687500 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -268010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -268013.718750 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -268013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -268014.656250 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -268014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -268015.468750 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -268015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -268017.343750 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -268017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -268017.687500 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -268017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -268018.593750 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -268018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -268019.656250 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -268019.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -268020.625000 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -268020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -268020.625000 Penalty: 3788.307373
	Iteration 24F: 3 clusters Score -268020.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Entering Unmasked Estep 
Score: -800438.000000 Penalty: 2185.067871
	Iteration 0F: 2 clusters Score -800438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -794871.750000 Penalty: 4370.135742
	Iteration 0F: 3 clusters Score -794871.8 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -796380.937500 Penalty: 4370.135742
	Iteration 1F: 3 clusters Score -796380.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -796680.687500 Penalty: 4370.135742
	Iteration 2F: 3 clusters Score -796680.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -796911.000000 Penalty: 4370.135742
	Iteration 3F: 3 clusters Score -796911 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -797105.375000 Penalty: 4370.135742
	Iteration 4Q: 3 clusters Score -797105.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -797289.437500 Penalty: 4370.135742
	Iteration 5Q: 3 clusters Score -797289.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -797456.625000 Penalty: 4370.135742
	Iteration 6Q: 3 clusters Score -797456.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -797641.625000 Penalty: 4370.135742
	Iteration 7Q: 3 clusters Score -797641.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -797809.000000 Penalty: 4370.135742
	Iteration 8Q: 3 clusters Score -797809 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -797929.437500 Penalty: 4370.135742
	Iteration 9Q: 3 clusters Score -797929.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -798019.312500 Penalty: 4370.135742
	Iteration 10Q: 3 clusters Score -798019.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -798091.375000 Penalty: 4370.135742
	Iteration 11Q: 3 clusters Score -798091.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -798160.250000 Penalty: 4370.135742
	Iteration 12Q: 3 clusters Score -798160.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -798234.312500 Penalty: 4370.135742
	Iteration 13Q: 3 clusters Score -798234.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -798300.875000 Penalty: 4370.135742
	Iteration 14Q: 3 clusters Score -798300.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -798355.000000 Penalty: 4370.135742
	Iteration 15Q: 3 clusters Score -798355 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -798404.375000 Penalty: 4370.135742
	Iteration 16Q: 3 clusters Score -798404.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -798446.187500 Penalty: 4370.135742
	Iteration 17Q: 3 clusters Score -798446.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -798488.750000 Penalty: 4370.135742
	Iteration 18Q: 3 clusters Score -798488.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -798537.187500 Penalty: 4370.135742
	Iteration 19Q: 3 clusters Score -798537.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -798587.875000 Penalty: 4370.135742
	Iteration 20F: 3 clusters Score -798587.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -798629.125000 Penalty: 4370.135742
	Iteration 21Q: 3 clusters Score -798629.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -798669.187500 Penalty: 4370.135742
	Iteration 22Q: 3 clusters Score -798669.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -798710.562500 Penalty: 4370.135742
	Iteration 23Q: 3 clusters Score -798710.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -798742.687500 Penalty: 4370.135742
	Iteration 24Q: 3 clusters Score -798742.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -798773.812500 Penalty: 4370.135742
	Iteration 25Q: 3 clusters Score -798773.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -798798.125000 Penalty: 4370.135742
	Iteration 26Q: 3 clusters Score -798798.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -798816.687500 Penalty: 4370.135742
	Iteration 27Q: 3 clusters Score -798816.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -798833.562500 Penalty: 4370.135742
	Iteration 28Q: 3 clusters Score -798833.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -798845.937500 Penalty: 4370.135742
	Iteration 29Q: 3 clusters Score -798845.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -798857.625000 Penalty: 4370.135742
	Iteration 30Q: 3 clusters Score -798857.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -798868.000000 Penalty: 4370.135742
	Iteration 31Q: 3 clusters Score -798868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -798874.562500 Penalty: 4370.135742
	Iteration 32Q: 3 clusters Score -798874.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -798884.687500 Penalty: 4370.135742
	Iteration 33Q: 3 clusters Score -798884.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -798891.312500 Penalty: 4370.135742
	Iteration 34Q: 3 clusters Score -798891.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -798896.437500 Penalty: 4370.135742
	Iteration 35Q: 3 clusters Score -798896.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -798897.000000 Penalty: 4370.135742
	Iteration 36Q: 3 clusters Score -798897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -798898.687500 Penalty: 4370.135742
	Iteration 37Q: 3 clusters Score -798898.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -798901.062500 Penalty: 4370.135742
	Iteration 38Q: 3 clusters Score -798901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -798905.750000 Penalty: 4370.135742
	Iteration 39Q: 3 clusters Score -798905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -798907.250000 Penalty: 4370.135742
	Iteration 40F: 3 clusters Score -798907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -798911.375000 Penalty: 4370.135742
	Iteration 41Q: 3 clusters Score -798911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -798911.562500 Penalty: 4370.135742
	Iteration 42Q: 3 clusters Score -798911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -798913.187500 Penalty: 4370.135742
	Iteration 43Q: 3 clusters Score -798913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -798913.750000 Penalty: 4370.135742
	Iteration 44Q: 3 clusters Score -798913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -798915.500000 Penalty: 4370.135742
	Iteration 45Q: 3 clusters Score -798915.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -798921.750000 Penalty: 4370.135742
	Iteration 46Q: 3 clusters Score -798921.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -798924.000000 Penalty: 4370.135742
	Iteration 47Q: 3 clusters Score -798924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -798925.437500 Penalty: 4370.135742
	Iteration 48Q: 3 clusters Score -798925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -798926.375000 Penalty: 4370.135742
	Iteration 49Q: 3 clusters Score -798926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -798930.000000 Penalty: 4370.135742
	Iteration 50Q: 3 clusters Score -798930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -798931.500000 Penalty: 4370.135742
	Iteration 51Q: 3 clusters Score -798931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -798936.250000 Penalty: 4370.135742
	Iteration 52Q: 3 clusters Score -798936.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -798939.625000 Penalty: 4370.135742
	Iteration 53Q: 3 clusters Score -798939.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -798941.125000 Penalty: 4370.135742
	Iteration 54Q: 3 clusters Score -798941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -798941.875000 Penalty: 4370.135742
	Iteration 55Q: 3 clusters Score -798941.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -798942.625000 Penalty: 4370.135742
	Iteration 56Q: 3 clusters Score -798942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -798944.000000 Penalty: 4370.135742
	Iteration 57Q: 3 clusters Score -798944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -798948.562500 Penalty: 4370.135742
	Iteration 58Q: 3 clusters Score -798948.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -798956.250000 Penalty: 4370.135742
	Iteration 59Q: 3 clusters Score -798956.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -798960.312500 Penalty: 4370.135742
	Iteration 60F: 3 clusters Score -798960.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -798964.125000 Penalty: 4370.135742
	Iteration 61Q: 3 clusters Score -798964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -798966.625000 Penalty: 4370.135742
	Iteration 62Q: 3 clusters Score -798966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -798970.375000 Penalty: 4370.135742
	Iteration 63Q: 3 clusters Score -798970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -798973.437500 Penalty: 4370.135742
	Iteration 64Q: 3 clusters Score -798973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -798979.812500 Penalty: 4370.135742
	Iteration 65Q: 3 clusters Score -798979.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -798983.312500 Penalty: 4370.135742
	Iteration 66Q: 3 clusters Score -798983.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -798988.812500 Penalty: 4370.135742
	Iteration 67Q: 3 clusters Score -798988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -798989.750000 Penalty: 4370.135742
	Iteration 68Q: 3 clusters Score -798989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -798989.750000 Penalty: 4370.135742
	Iteration 69F: 3 clusters Score -798989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -797470.375000 Penalty: 2164.046631
	Iteration 0F: 2 clusters Score -797470.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -792283.562500 Penalty: 4328.093262
	Iteration 0F: 3 clusters Score -792283.6 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -793686.375000 Penalty: 4328.093262
	Iteration 1F: 3 clusters Score -793686.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -793937.062500 Penalty: 4328.093262
	Iteration 2F: 3 clusters Score -793937.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -794132.687500 Penalty: 4328.093262
	Iteration 3F: 3 clusters Score -794132.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -794295.250000 Penalty: 4328.093262
	Iteration 4Q: 3 clusters Score -794295.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -794443.437500 Penalty: 4328.093262
	Iteration 5Q: 3 clusters Score -794443.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -794632.625000 Penalty: 4328.093262
	Iteration 6Q: 3 clusters Score -794632.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -794882.062500 Penalty: 4328.093262
	Iteration 7Q: 3 clusters Score -794882.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -795132.562500 Penalty: 4328.093262
	Iteration 8Q: 3 clusters Score -795132.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -795373.062500 Penalty: 4328.093262
	Iteration 9Q: 3 clusters Score -795373.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -795596.062500 Penalty: 4328.093262
	Iteration 10Q: 3 clusters Score -795596.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -795782.500000 Penalty: 4328.093262
	Iteration 11Q: 3 clusters Score -795782.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -795938.437500 Penalty: 4328.093262
	Iteration 12Q: 3 clusters Score -795938.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -796068.187500 Penalty: 4328.093262
	Iteration 13Q: 3 clusters Score -796068.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -796178.187500 Penalty: 4328.093262
	Iteration 14Q: 3 clusters Score -796178.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -796269.125000 Penalty: 4328.093262
	Iteration 15Q: 3 clusters Score -796269.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -796335.937500 Penalty: 4328.093262
	Iteration 16Q: 3 clusters Score -796335.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -796402.937500 Penalty: 4328.093262
	Iteration 17Q: 3 clusters Score -796402.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -796450.625000 Penalty: 4328.093262
	Iteration 18Q: 3 clusters Score -796450.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -796489.500000 Penalty: 4328.093262
	Iteration 19Q: 3 clusters Score -796489.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -796536.937500 Penalty: 4328.093262
	Iteration 20F: 3 clusters Score -796536.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -796570.437500 Penalty: 4328.093262
	Iteration 21Q: 3 clusters Score -796570.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -796594.750000 Penalty: 4328.093262
	Iteration 22Q: 3 clusters Score -796594.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -796607.375000 Penalty: 4328.093262
	Iteration 23Q: 3 clusters Score -796607.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -796626.250000 Penalty: 4328.093262
	Iteration 24Q: 3 clusters Score -796626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -796642.812500 Penalty: 4328.093262
	Iteration 25Q: 3 clusters Score -796642.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -796652.437500 Penalty: 4328.093262
	Iteration 26Q: 3 clusters Score -796652.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -796657.000000 Penalty: 4328.093262
	Iteration 27Q: 3 clusters Score -796657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -796662.062500 Penalty: 4328.093262
	Iteration 28Q: 3 clusters Score -796662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -796662.937500 Penalty: 4328.093262
	Iteration 29Q: 3 clusters Score -796662.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -796665.812500 Penalty: 4328.093262
	Iteration 30Q: 3 clusters Score -796665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -796667.687500 Penalty: 4328.093262
	Iteration 31Q: 3 clusters Score -796667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -796669.687500 Penalty: 4328.093262
	Iteration 32Q: 3 clusters Score -796669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -796670.312500 Penalty: 4328.093262
	Iteration 33Q: 3 clusters Score -796670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -796669.812500 Penalty: 4328.093262
	Iteration 34Q: 3 clusters Score -796669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -796670.187500 Penalty: 4328.093262
	Iteration 35Q: 3 clusters Score -796670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -796670.187500 Penalty: 4328.093262
	Iteration 36F: 3 clusters Score -796670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -79713.531250 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -79713.53 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 368 members 
Entering Unmasked Estep 
Score: -78053.289062 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -78053.29 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78307.390625 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -78307.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78396.890625 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -78396.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78506.992188 Penalty: 3245.066162
	Iteration 3F: 3 clusters Score -78506.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78629.609375 Penalty: 3245.066162
	Iteration 4F: 3 clusters Score -78629.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78775.398438 Penalty: 3245.066162
	Iteration 5F: 3 clusters Score -78775.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78977.968750 Penalty: 3245.066162
	Iteration 6F: 3 clusters Score -78977.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79223.085938 Penalty: 3245.066162
	Iteration 7F: 3 clusters Score -79223.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79380.046875 Penalty: 3245.066162
	Iteration 8F: 3 clusters Score -79380.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79513.492188 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -79513.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79633.390625 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -79633.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -79758.093750 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -79758.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79795.429688 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -79795.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -79822.335938 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -79822.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -79827.335938 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -79827.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -79832.757812 Penalty: 3245.066162
	Iteration 15Q: 3 clusters Score -79832.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79834.335938 Penalty: 3245.066162
	Iteration 16Q: 3 clusters Score -79834.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79834.335938 Penalty: 3245.066162
	Iteration 17F: 3 clusters Score -79834.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24987 members 
Mstep: Class 3 contains 13295 members 
Mstep: Class 4 contains 31906 members 
Mstep: Class 5 contains 25199 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 21544 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 55715 members 
Mstep: Class 14 contains 155126 members 
Mstep: Class 15 contains 71291 members 
Mstep: Class 16 contains 17251 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 39630 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 102724 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 480 members 
Mstep: Class 30 contains 214 members 
Entering Unmasked Estep 
Score: -77989872.000000 Penalty: 99327.773438
Splitting cluster 29 changes total score from -77991376.000000 to -77989872.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24987 members 
Mstep: Class 3 contains 13295 members 
Mstep: Class 4 contains 31906 members 
Mstep: Class 5 contains 25199 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 21544 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 55715 members 
Mstep: Class 14 contains 155126 members 
Mstep: Class 15 contains 71291 members 
Mstep: Class 16 contains 17251 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 39630 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 102724 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991456.000000 Penalty: 96016.843750
Iteration 119Q: 30 clusters Score -7.799146e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24988 members 
Mstep: Class 3 contains 13302 members 
Mstep: Class 4 contains 31895 members 
Mstep: Class 5 contains 25202 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 11721 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2696 members 
Mstep: Class 11 contains 21545 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 55719 members 
Mstep: Class 14 contains 155123 members 
Mstep: Class 15 contains 71291 members 
Mstep: Class 16 contains 17254 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 755 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 39621 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 102722 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6696 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991536.000000 Penalty: 96016.843750
Iteration 120F: 30 clusters Score -7.799154e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24991 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 31873 members 
Mstep: Class 5 contains 25209 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2698 members 
Mstep: Class 11 contains 21548 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 55723 members 
Mstep: Class 14 contains 155117 members 
Mstep: Class 15 contains 71289 members 
Mstep: Class 16 contains 17254 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 775 members 
Mstep: Class 19 contains 486 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 39613 members 
Mstep: Class 22 contains 9984 members 
Mstep: Class 23 contains 102717 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6699 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991800.000000 Penalty: 96016.843750
Iteration 121Q: 30 clusters Score -7.79918e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24998 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 31849 members 
Mstep: Class 5 contains 25215 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2699 members 
Mstep: Class 11 contains 21552 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 55723 members 
Mstep: Class 14 contains 155115 members 
Mstep: Class 15 contains 71288 members 
Mstep: Class 16 contains 17254 members 
Mstep: Class 17 contains 5058 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 39605 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 102710 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 6701 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991808.000000 Penalty: 96016.843750
Iteration 122Q: 30 clusters Score -7.799181e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25004 members 
Mstep: Class 3 contains 13339 members 
Mstep: Class 4 contains 31826 members 
Mstep: Class 5 contains 25228 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 11722 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 21555 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 55726 members 
Mstep: Class 14 contains 155107 members 
Mstep: Class 15 contains 71281 members 
Mstep: Class 16 contains 17253 members 
Mstep: Class 17 contains 5060 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 39590 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 102703 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4365 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6699 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991992.000000 Penalty: 96016.843750
Iteration 123Q: 30 clusters Score -7.799199e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25017 members 
Mstep: Class 3 contains 13366 members 
Mstep: Class 4 contains 31803 members 
Mstep: Class 5 contains 25233 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9639 members 
Mstep: Class 8 contains 11723 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 21560 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 55727 members 
Mstep: Class 14 contains 155092 members 
Mstep: Class 15 contains 71277 members 
Mstep: Class 16 contains 17253 members 
Mstep: Class 17 contains 5062 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 39569 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 102697 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4365 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6710 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991872.000000 Penalty: 96016.843750
Iteration 124Q: 30 clusters Score -7.799187e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25022 members 
Mstep: Class 3 contains 13389 members 
Mstep: Class 4 contains 31782 members 
Mstep: Class 5 contains 25234 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9640 members 
Mstep: Class 8 contains 11726 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2704 members 
Mstep: Class 11 contains 21565 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 55729 members 
Mstep: Class 14 contains 155082 members 
Mstep: Class 15 contains 71272 members 
Mstep: Class 16 contains 17253 members 
Mstep: Class 17 contains 5064 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 39544 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 102692 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6728 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992016.000000 Penalty: 96016.843750
Iteration 125Q: 30 clusters Score -7.799202e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25021 members 
Mstep: Class 3 contains 13410 members 
Mstep: Class 4 contains 31761 members 
Mstep: Class 5 contains 25238 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9643 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 21565 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 55730 members 
Mstep: Class 14 contains 155078 members 
Mstep: Class 15 contains 71267 members 
Mstep: Class 16 contains 17254 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1673 members 
Mstep: Class 21 contains 39532 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 102683 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4367 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6739 members 
Mstep: Class 28 contains 6162 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992056.000000 Penalty: 96016.843750
Iteration 126Q: 30 clusters Score -7.799206e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25026 members 
Mstep: Class 3 contains 13428 members 
Mstep: Class 4 contains 31741 members 
Mstep: Class 5 contains 25245 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9645 members 
Mstep: Class 8 contains 11728 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 2704 members 
Mstep: Class 11 contains 21569 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 55732 members 
Mstep: Class 14 contains 155073 members 
Mstep: Class 15 contains 71265 members 
Mstep: Class 16 contains 17257 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 829 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 39514 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 102675 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4367 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 6163 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992000.000000 Penalty: 96016.843750
Iteration 127Q: 30 clusters Score -7.7992e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25032 members 
Mstep: Class 3 contains 13444 members 
Mstep: Class 4 contains 31718 members 
Mstep: Class 5 contains 25253 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11727 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2706 members 
Mstep: Class 11 contains 21573 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 55731 members 
Mstep: Class 14 contains 155066 members 
Mstep: Class 15 contains 71260 members 
Mstep: Class 16 contains 17264 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 39499 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 102665 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 6164 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992048.000000 Penalty: 96016.843750
Iteration 128Q: 30 clusters Score -7.799205e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 4 contains 31696 members 
Mstep: Class 5 contains 25257 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9645 members 
Mstep: Class 8 contains 11726 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2708 members 
Mstep: Class 11 contains 21576 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 55734 members 
Mstep: Class 14 contains 155055 members 
Mstep: Class 15 contains 71255 members 
Mstep: Class 16 contains 17268 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1672 members 
Mstep: Class 21 contains 39485 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 102655 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4367 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 6164 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991960.000000 Penalty: 96016.843750
Iteration 129Q: 30 clusters Score -7.799196e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25050 members 
Mstep: Class 3 contains 13463 members 
Mstep: Class 4 contains 31675 members 
Mstep: Class 5 contains 25260 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9645 members 
Mstep: Class 8 contains 11726 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2708 members 
Mstep: Class 11 contains 21583 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 55735 members 
Mstep: Class 14 contains 155051 members 
Mstep: Class 15 contains 71255 members 
Mstep: Class 16 contains 17273 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 859 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1673 members 
Mstep: Class 21 contains 39463 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 102649 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4367 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6772 members 
Mstep: Class 28 contains 6164 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991888.000000 Penalty: 96016.843750
Iteration 130Q: 30 clusters Score -7.799189e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25054 members 
Mstep: Class 3 contains 13473 members 
Mstep: Class 4 contains 31652 members 
Mstep: Class 5 contains 25270 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11728 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2708 members 
Mstep: Class 11 contains 21590 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 55734 members 
Mstep: Class 14 contains 155048 members 
Mstep: Class 15 contains 71255 members 
Mstep: Class 16 contains 17275 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1675 members 
Mstep: Class 21 contains 39445 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 102646 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4368 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6776 members 
Mstep: Class 28 contains 6164 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992000.000000 Penalty: 96016.843750
Iteration 131Q: 30 clusters Score -7.7992e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25056 members 
Mstep: Class 3 contains 13479 members 
Mstep: Class 4 contains 31631 members 
Mstep: Class 5 contains 25278 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11730 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2708 members 
Mstep: Class 11 contains 21596 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 55734 members 
Mstep: Class 14 contains 155044 members 
Mstep: Class 15 contains 71257 members 
Mstep: Class 16 contains 17276 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1674 members 
Mstep: Class 21 contains 39431 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 102641 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4370 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 6164 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992008.000000 Penalty: 96016.843750
Iteration 132Q: 30 clusters Score -7.799201e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25058 members 
Mstep: Class 3 contains 13496 members 
Mstep: Class 4 contains 31611 members 
Mstep: Class 5 contains 25278 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11731 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2708 members 
Mstep: Class 11 contains 21598 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 55738 members 
Mstep: Class 14 contains 155040 members 
Mstep: Class 15 contains 71252 members 
Mstep: Class 16 contains 17278 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1672 members 
Mstep: Class 21 contains 39414 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 102638 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4372 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6798 members 
Mstep: Class 28 contains 6164 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992048.000000 Penalty: 96016.843750
Iteration 133Q: 30 clusters Score -7.799205e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25060 members 
Mstep: Class 3 contains 13514 members 
Mstep: Class 4 contains 31595 members 
Mstep: Class 5 contains 25277 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11733 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2709 members 
Mstep: Class 11 contains 21602 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 55742 members 
Mstep: Class 14 contains 155031 members 
Mstep: Class 15 contains 71249 members 
Mstep: Class 16 contains 17280 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 876 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 39392 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 102636 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4373 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6814 members 
Mstep: Class 28 contains 6164 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992016.000000 Penalty: 96016.843750
Iteration 134Q: 30 clusters Score -7.799202e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25063 members 
Mstep: Class 3 contains 13529 members 
Mstep: Class 4 contains 31591 members 
Mstep: Class 5 contains 25281 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11736 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 21603 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 155026 members 
Mstep: Class 15 contains 71250 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 878 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 39377 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 102631 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4374 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6815 members 
Mstep: Class 28 contains 6165 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992032.000000 Penalty: 96016.843750
Iteration 135Q: 30 clusters Score -7.799203e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25060 members 
Mstep: Class 3 contains 13540 members 
Mstep: Class 4 contains 31585 members 
Mstep: Class 5 contains 25287 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11736 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 21602 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 155024 members 
Mstep: Class 15 contains 71246 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 879 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 39366 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 102628 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4377 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6822 members 
Mstep: Class 28 contains 6166 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992096.000000 Penalty: 96016.843750
Iteration 136Q: 30 clusters Score -7.79921e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25059 members 
Mstep: Class 3 contains 13547 members 
Mstep: Class 4 contains 31577 members 
Mstep: Class 5 contains 25289 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11739 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 21602 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 55738 members 
Mstep: Class 14 contains 155021 members 
Mstep: Class 15 contains 71243 members 
Mstep: Class 16 contains 17284 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 39355 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 102624 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4382 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6832 members 
Mstep: Class 28 contains 6167 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992008.000000 Penalty: 96016.843750
Iteration 137Q: 30 clusters Score -7.799201e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25060 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 31570 members 
Mstep: Class 5 contains 25293 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11741 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 21603 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 55739 members 
Mstep: Class 14 contains 155018 members 
Mstep: Class 15 contains 71241 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 882 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 39348 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 102623 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4385 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6832 members 
Mstep: Class 28 contains 6168 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991952.000000 Penalty: 96016.843750
Iteration 138Q: 30 clusters Score -7.799195e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25061 members 
Mstep: Class 3 contains 13555 members 
Mstep: Class 4 contains 31565 members 
Mstep: Class 5 contains 25291 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11746 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 21604 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 55738 members 
Mstep: Class 14 contains 155017 members 
Mstep: Class 15 contains 71240 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 884 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 39341 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 102620 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4387 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6835 members 
Mstep: Class 28 contains 6169 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992016.000000 Penalty: 96016.843750
Iteration 139Q: 30 clusters Score -7.799202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25062 members 
Mstep: Class 3 contains 13559 members 
Mstep: Class 4 contains 31564 members 
Mstep: Class 5 contains 25292 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11748 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 21604 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 155011 members 
Mstep: Class 15 contains 71240 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 39335 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 102618 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4388 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6837 members 
Mstep: Class 28 contains 6169 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991952.000000 Penalty: 96016.843750
Iteration 140F: 30 clusters Score -7.799195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25058 members 
Mstep: Class 3 contains 13567 members 
Mstep: Class 4 contains 31562 members 
Mstep: Class 5 contains 25292 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11747 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 21606 members 
Mstep: Class 12 contains 2588 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 155009 members 
Mstep: Class 15 contains 71238 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 39326 members 
Mstep: Class 22 contains 9984 members 
Mstep: Class 23 contains 102617 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4389 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6838 members 
Mstep: Class 28 contains 6169 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992072.000000 Penalty: 96016.843750
Iteration 141Q: 30 clusters Score -7.799207e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 13572 members 
Mstep: Class 4 contains 31559 members 
Mstep: Class 5 contains 25292 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9647 members 
Mstep: Class 8 contains 11747 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 21610 members 
Mstep: Class 12 contains 2590 members 
Mstep: Class 13 contains 55739 members 
Mstep: Class 14 contains 155008 members 
Mstep: Class 15 contains 71236 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 39318 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 102616 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6843 members 
Mstep: Class 28 contains 6169 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992104.000000 Penalty: 96016.843750
Iteration 142Q: 30 clusters Score -7.79921e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25040 members 
Mstep: Class 3 contains 13583 members 
Mstep: Class 4 contains 31552 members 
Mstep: Class 5 contains 25292 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 21610 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 55739 members 
Mstep: Class 14 contains 155001 members 
Mstep: Class 15 contains 71234 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 39313 members 
Mstep: Class 22 contains 9981 members 
Mstep: Class 23 contains 102616 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6849 members 
Mstep: Class 28 contains 6169 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992144.000000 Penalty: 96016.843750
Iteration 143Q: 30 clusters Score -7.799214e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25044 members 
Mstep: Class 3 contains 13587 members 
Mstep: Class 4 contains 31541 members 
Mstep: Class 5 contains 25293 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 11742 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 21610 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154989 members 
Mstep: Class 15 contains 71233 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 39309 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 102613 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4395 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6863 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992264.000000 Penalty: 96016.843750
Iteration 144Q: 30 clusters Score -7.799226e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25042 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 31534 members 
Mstep: Class 5 contains 25300 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9647 members 
Mstep: Class 8 contains 11742 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 21612 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 55742 members 
Mstep: Class 14 contains 154977 members 
Mstep: Class 15 contains 71232 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 928 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 39305 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 102608 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4395 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6875 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992088.000000 Penalty: 96016.843750
Iteration 145Q: 30 clusters Score -7.799209e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25041 members 
Mstep: Class 3 contains 13599 members 
Mstep: Class 4 contains 31522 members 
Mstep: Class 5 contains 25307 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11748 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 21615 members 
Mstep: Class 12 contains 2601 members 
Mstep: Class 13 contains 55742 members 
Mstep: Class 14 contains 154966 members 
Mstep: Class 15 contains 71232 members 
Mstep: Class 16 contains 17285 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 935 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 39296 members 
Mstep: Class 22 contains 9974 members 
Mstep: Class 23 contains 102607 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6880 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992264.000000 Penalty: 96016.843750
Iteration 146Q: 30 clusters Score -7.799226e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25051 members 
Mstep: Class 3 contains 13604 members 
Mstep: Class 4 contains 31508 members 
Mstep: Class 5 contains 25313 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11754 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2716 members 
Mstep: Class 11 contains 21619 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154956 members 
Mstep: Class 15 contains 71229 members 
Mstep: Class 16 contains 17285 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 39286 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 102604 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6884 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992232.000000 Penalty: 96016.843750
Iteration 147Q: 30 clusters Score -7.799223e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25064 members 
Mstep: Class 3 contains 13609 members 
Mstep: Class 4 contains 31486 members 
Mstep: Class 5 contains 25321 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11758 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2718 members 
Mstep: Class 11 contains 21622 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154948 members 
Mstep: Class 15 contains 71225 members 
Mstep: Class 16 contains 17285 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 39275 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 102602 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6889 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992256.000000 Penalty: 96016.843750
Iteration 148Q: 30 clusters Score -7.799226e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25077 members 
Mstep: Class 3 contains 13612 members 
Mstep: Class 4 contains 31464 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9649 members 
Mstep: Class 8 contains 11763 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2718 members 
Mstep: Class 11 contains 21627 members 
Mstep: Class 12 contains 2610 members 
Mstep: Class 13 contains 55738 members 
Mstep: Class 14 contains 154938 members 
Mstep: Class 15 contains 71223 members 
Mstep: Class 16 contains 17287 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 39267 members 
Mstep: Class 22 contains 9981 members 
Mstep: Class 23 contains 102601 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6894 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992256.000000 Penalty: 96016.843750
Iteration 149Q: 30 clusters Score -7.799226e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25084 members 
Mstep: Class 3 contains 13618 members 
Mstep: Class 4 contains 31451 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11767 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21629 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154931 members 
Mstep: Class 15 contains 71220 members 
Mstep: Class 16 contains 17288 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 39261 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102599 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992192.000000 Penalty: 96016.843750
Iteration 150Q: 30 clusters Score -7.799219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25087 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 31439 members 
Mstep: Class 5 contains 25325 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11771 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21632 members 
Mstep: Class 12 contains 2616 members 
Mstep: Class 13 contains 55741 members 
Mstep: Class 14 contains 154924 members 
Mstep: Class 15 contains 71219 members 
Mstep: Class 16 contains 17287 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1657 members 
Mstep: Class 21 contains 39256 members 
Mstep: Class 22 contains 9977 members 
Mstep: Class 23 contains 102599 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992160.000000 Penalty: 96016.843750
Iteration 151Q: 30 clusters Score -7.799216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25090 members 
Mstep: Class 3 contains 13628 members 
Mstep: Class 4 contains 31440 members 
Mstep: Class 5 contains 25328 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11774 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21635 members 
Mstep: Class 12 contains 2617 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154919 members 
Mstep: Class 15 contains 71219 members 
Mstep: Class 16 contains 17288 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 39249 members 
Mstep: Class 22 contains 9977 members 
Mstep: Class 23 contains 102599 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6906 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992208.000000 Penalty: 96016.843750
Iteration 152Q: 30 clusters Score -7.799221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25093 members 
Mstep: Class 3 contains 13631 members 
Mstep: Class 4 contains 31440 members 
Mstep: Class 5 contains 25331 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11772 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21637 members 
Mstep: Class 12 contains 2617 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154918 members 
Mstep: Class 15 contains 71219 members 
Mstep: Class 16 contains 17289 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 39245 members 
Mstep: Class 22 contains 9977 members 
Mstep: Class 23 contains 102597 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992208.000000 Penalty: 96016.843750
Iteration 153Q: 30 clusters Score -7.799221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25096 members 
Mstep: Class 3 contains 13638 members 
Mstep: Class 4 contains 31435 members 
Mstep: Class 5 contains 25331 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11770 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21637 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 55739 members 
Mstep: Class 14 contains 154918 members 
Mstep: Class 15 contains 71220 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 39240 members 
Mstep: Class 22 contains 9977 members 
Mstep: Class 23 contains 102596 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6911 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992192.000000 Penalty: 96016.843750
Iteration 154Q: 30 clusters Score -7.799219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 13647 members 
Mstep: Class 4 contains 31433 members 
Mstep: Class 5 contains 25329 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11775 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 21637 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55739 members 
Mstep: Class 14 contains 154911 members 
Mstep: Class 15 contains 71219 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39229 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6912 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992184.000000 Penalty: 96016.843750
Iteration 155Q: 30 clusters Score -7.799218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25106 members 
Mstep: Class 3 contains 13655 members 
Mstep: Class 4 contains 31432 members 
Mstep: Class 5 contains 25329 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11775 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 21637 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154908 members 
Mstep: Class 15 contains 71218 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 39222 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6911 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992232.000000 Penalty: 96016.843750
Iteration 156Q: 30 clusters Score -7.799223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25106 members 
Mstep: Class 3 contains 13660 members 
Mstep: Class 4 contains 31432 members 
Mstep: Class 5 contains 25331 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11776 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 21638 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154906 members 
Mstep: Class 15 contains 71219 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1653 members 
Mstep: Class 21 contains 39215 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992200.000000 Penalty: 96016.843750
Iteration 157Q: 30 clusters Score -7.79922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25106 members 
Mstep: Class 3 contains 13665 members 
Mstep: Class 4 contains 31432 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11781 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 21638 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154905 members 
Mstep: Class 15 contains 71218 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1654 members 
Mstep: Class 21 contains 39205 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6909 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992176.000000 Penalty: 96016.843750
Iteration 158Q: 30 clusters Score -7.799218e+07 nChanged 16
Entering ConstructFrom: 
Score: -77992176.000000 Penalty: 96016.843750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -43079.246094 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -43079.25 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 181 members 
Entering Unmasked Estep 
Score: -41738.683594 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41738.68 nChanged 51
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: -41854.886719 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41854.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41892.859375 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -41892.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41920.046875 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41920.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41951.753906 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -41951.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41964.992188 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -41964.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41967.558594 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -41967.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41967.558594 Penalty: 2916.744385
	Iteration 7F: 3 clusters Score -41967.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Entering Unmasked Estep 
Score: -3137432.000000 Penalty: 2512.463867
	Iteration 0F: 2 clusters Score -3137432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3120028.000000 Penalty: 5024.927734
	Iteration 0F: 3 clusters Score -3120028 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3126635.000000 Penalty: 5024.927734
	Iteration 1F: 3 clusters Score -3126635 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3128203.750000 Penalty: 5024.927734
	Iteration 2F: 3 clusters Score -3128204 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3130363.750000 Penalty: 5024.927734
	Iteration 3F: 3 clusters Score -3130364 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3132384.000000 Penalty: 5024.927734
	Iteration 4F: 3 clusters Score -3132384 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3133875.500000 Penalty: 5024.927734
	Iteration 5F: 3 clusters Score -3133876 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3134795.750000 Penalty: 5024.927734
	Iteration 6F: 3 clusters Score -3134796 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3135303.000000 Penalty: 5024.927734
	Iteration 7Q: 3 clusters Score -3135303 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3135623.000000 Penalty: 5024.927734
	Iteration 8Q: 3 clusters Score -3135623 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3135874.000000 Penalty: 5024.927734
	Iteration 9Q: 3 clusters Score -3135874 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3136049.500000 Penalty: 5024.927734
	Iteration 10Q: 3 clusters Score -3136050 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3136192.000000 Penalty: 5024.927734
	Iteration 11Q: 3 clusters Score -3136192 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3136334.250000 Penalty: 5024.927734
	Iteration 12Q: 3 clusters Score -3136334 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3136475.750000 Penalty: 5024.927734
	Iteration 13Q: 3 clusters Score -3136476 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3136600.250000 Penalty: 5024.927734
	Iteration 14Q: 3 clusters Score -3136600 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -3136713.500000 Penalty: 5024.927734
	Iteration 15Q: 3 clusters Score -3136714 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3136825.250000 Penalty: 5024.927734
	Iteration 16Q: 3 clusters Score -3136825 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3136922.250000 Penalty: 5024.927734
	Iteration 17Q: 3 clusters Score -3136922 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3137008.750000 Penalty: 5024.927734
	Iteration 18Q: 3 clusters Score -3137009 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3137073.750000 Penalty: 5024.927734
	Iteration 19Q: 3 clusters Score -3137074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3137116.500000 Penalty: 5024.927734
	Iteration 20F: 3 clusters Score -3137116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3137165.000000 Penalty: 5024.927734
	Iteration 21Q: 3 clusters Score -3137165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3137228.500000 Penalty: 5024.927734
	Iteration 22Q: 3 clusters Score -3137228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3137264.250000 Penalty: 5024.927734
	Iteration 23Q: 3 clusters Score -3137264 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3137291.500000 Penalty: 5024.927734
	Iteration 24Q: 3 clusters Score -3137292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3137334.500000 Penalty: 5024.927734
	Iteration 25Q: 3 clusters Score -3137334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3137368.500000 Penalty: 5024.927734
	Iteration 26Q: 3 clusters Score -3137368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3137396.000000 Penalty: 5024.927734
	Iteration 27Q: 3 clusters Score -3137396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3137410.000000 Penalty: 5024.927734
	Iteration 28Q: 3 clusters Score -3137410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3137412.250000 Penalty: 5024.927734
	Iteration 29Q: 3 clusters Score -3137412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3137411.000000 Penalty: 5024.927734
	Iteration 30Q: 3 clusters Score -3137411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3137416.250000 Penalty: 5024.927734
	Iteration 31Q: 3 clusters Score -3137416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3137418.250000 Penalty: 5024.927734
	Iteration 32Q: 3 clusters Score -3137418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3137420.500000 Penalty: 5024.927734
	Iteration 33Q: 3 clusters Score -3137420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3137419.500000 Penalty: 5024.927734
	Iteration 34Q: 3 clusters Score -3137420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3137422.750000 Penalty: 5024.927734
	Iteration 35Q: 3 clusters Score -3137423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3137422.750000 Penalty: 5024.927734
	Iteration 36F: 3 clusters Score -3137423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Entering Unmasked Estep 
Score: -1612180.500000 Penalty: 2361.711914
	Iteration 0F: 2 clusters Score -1612180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1602192.000000 Penalty: 4723.423828
	Iteration 0F: 3 clusters Score -1602192 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1605462.375000 Penalty: 4723.423828
	Iteration 1F: 3 clusters Score -1605462 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1605991.500000 Penalty: 4723.423828
	Iteration 2F: 3 clusters Score -1605992 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1606508.000000 Penalty: 4723.423828
	Iteration 3F: 3 clusters Score -1606508 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1607012.250000 Penalty: 4723.423828
	Iteration 4F: 3 clusters Score -1607012 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1607547.250000 Penalty: 4723.423828
	Iteration 5F: 3 clusters Score -1607547 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1608028.625000 Penalty: 4723.423828
	Iteration 6F: 3 clusters Score -1608029 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1608445.000000 Penalty: 4723.423828
	Iteration 7Q: 3 clusters Score -1608445 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1608890.250000 Penalty: 4723.423828
	Iteration 8Q: 3 clusters Score -1608890 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1609293.625000 Penalty: 4723.423828
	Iteration 9Q: 3 clusters Score -1609294 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1609600.500000 Penalty: 4723.423828
	Iteration 10Q: 3 clusters Score -1609600 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1609843.375000 Penalty: 4723.423828
	Iteration 11Q: 3 clusters Score -1609843 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1610051.000000 Penalty: 4723.423828
	Iteration 12Q: 3 clusters Score -1610051 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1610222.500000 Penalty: 4723.423828
	Iteration 13Q: 3 clusters Score -1610222 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1610356.250000 Penalty: 4723.423828
	Iteration 14Q: 3 clusters Score -1610356 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1610481.250000 Penalty: 4723.423828
	Iteration 15Q: 3 clusters Score -1610481 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1610591.250000 Penalty: 4723.423828
	Iteration 16Q: 3 clusters Score -1610591 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1610672.750000 Penalty: 4723.423828
	Iteration 17Q: 3 clusters Score -1610673 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1610740.375000 Penalty: 4723.423828
	Iteration 18Q: 3 clusters Score -1610740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1610797.625000 Penalty: 4723.423828
	Iteration 19Q: 3 clusters Score -1610798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1610838.750000 Penalty: 4723.423828
	Iteration 20F: 3 clusters Score -1610839 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1610863.750000 Penalty: 4723.423828
	Iteration 21Q: 3 clusters Score -1610864 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1610901.375000 Penalty: 4723.423828
	Iteration 22Q: 3 clusters Score -1610901 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1610946.000000 Penalty: 4723.423828
	Iteration 23Q: 3 clusters Score -1610946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1610989.000000 Penalty: 4723.423828
	Iteration 24Q: 3 clusters Score -1610989 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1611041.750000 Penalty: 4723.423828
	Iteration 25Q: 3 clusters Score -1611042 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1611083.250000 Penalty: 4723.423828
	Iteration 26Q: 3 clusters Score -1611083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1611110.125000 Penalty: 4723.423828
	Iteration 27Q: 3 clusters Score -1611110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1611135.875000 Penalty: 4723.423828
	Iteration 28Q: 3 clusters Score -1611136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1611161.250000 Penalty: 4723.423828
	Iteration 29Q: 3 clusters Score -1611161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1611176.250000 Penalty: 4723.423828
	Iteration 30Q: 3 clusters Score -1611176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1611195.875000 Penalty: 4723.423828
	Iteration 31Q: 3 clusters Score -1611196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1611211.000000 Penalty: 4723.423828
	Iteration 32Q: 3 clusters Score -1611211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1611219.000000 Penalty: 4723.423828
	Iteration 33Q: 3 clusters Score -1611219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1611224.125000 Penalty: 4723.423828
	Iteration 34Q: 3 clusters Score -1611224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1611232.875000 Penalty: 4723.423828
	Iteration 35Q: 3 clusters Score -1611233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1611252.125000 Penalty: 4723.423828
	Iteration 36Q: 3 clusters Score -1611252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1611277.750000 Penalty: 4723.423828
	Iteration 37Q: 3 clusters Score -1611278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1611303.125000 Penalty: 4723.423828
	Iteration 38Q: 3 clusters Score -1611303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1611338.250000 Penalty: 4723.423828
	Iteration 39Q: 3 clusters Score -1611338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1611369.000000 Penalty: 4723.423828
	Iteration 40F: 3 clusters Score -1611369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1611394.750000 Penalty: 4723.423828
	Iteration 41Q: 3 clusters Score -1611395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1611417.875000 Penalty: 4723.423828
	Iteration 42Q: 3 clusters Score -1611418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1611436.000000 Penalty: 4723.423828
	Iteration 43Q: 3 clusters Score -1611436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1611445.250000 Penalty: 4723.423828
	Iteration 44Q: 3 clusters Score -1611445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1611458.625000 Penalty: 4723.423828
	Iteration 45Q: 3 clusters Score -1611459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1611466.875000 Penalty: 4723.423828
	Iteration 46Q: 3 clusters Score -1611467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1611477.375000 Penalty: 4723.423828
	Iteration 47Q: 3 clusters Score -1611477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1611482.500000 Penalty: 4723.423828
	Iteration 48Q: 3 clusters Score -1611482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1611492.375000 Penalty: 4723.423828
	Iteration 49Q: 3 clusters Score -1611492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1611494.375000 Penalty: 4723.423828
	Iteration 50Q: 3 clusters Score -1611494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1611501.250000 Penalty: 4723.423828
	Iteration 51Q: 3 clusters Score -1611501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1611503.750000 Penalty: 4723.423828
	Iteration 52Q: 3 clusters Score -1611504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1611510.000000 Penalty: 4723.423828
	Iteration 53Q: 3 clusters Score -1611510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1611508.375000 Penalty: 4723.423828
	Iteration 54Q: 3 clusters Score -1611508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1611509.750000 Penalty: 4723.423828
	Iteration 55Q: 3 clusters Score -1611510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1611509.750000 Penalty: 4723.423828
	Iteration 56F: 3 clusters Score -1611510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Entering Unmasked Estep 
Score: -4010108.750000 Penalty: 2568.168457
	Iteration 0F: 2 clusters Score -4010109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3988626.750000 Penalty: 5136.336914
	Iteration 0F: 3 clusters Score -3988627 nChanged 14199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3996260.250000 Penalty: 5136.336914
	Iteration 1F: 3 clusters Score -3996260 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3996831.000000 Penalty: 5136.336914
	Iteration 2Q: 3 clusters Score -3996831 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3997490.750000 Penalty: 5136.336914
	Iteration 3Q: 3 clusters Score -3997491 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -3998383.000000 Penalty: 5136.336914
	Iteration 4F: 3 clusters Score -3998383 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3999669.750000 Penalty: 5136.336914
	Iteration 5F: 3 clusters Score -3999670 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -4001498.500000 Penalty: 5136.336914
	Iteration 6F: 3 clusters Score -4001498 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -4003574.500000 Penalty: 5136.336914
	Iteration 7F: 3 clusters Score -4003574 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4005483.000000 Penalty: 5136.336914
	Iteration 8F: 3 clusters Score -4005483 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4006734.750000 Penalty: 5136.336914
	Iteration 9Q: 3 clusters Score -4006735 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4007320.750000 Penalty: 5136.336914
	Iteration 10Q: 3 clusters Score -4007321 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4007586.250000 Penalty: 5136.336914
	Iteration 11Q: 3 clusters Score -4007586 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4007703.250000 Penalty: 5136.336914
	Iteration 12Q: 3 clusters Score -4007703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4007770.250000 Penalty: 5136.336914
	Iteration 13Q: 3 clusters Score -4007770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4007819.500000 Penalty: 5136.336914
	Iteration 14Q: 3 clusters Score -4007820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4007840.750000 Penalty: 5136.336914
	Iteration 15Q: 3 clusters Score -4007841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4007856.250000 Penalty: 5136.336914
	Iteration 16Q: 3 clusters Score -4007856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4007860.750000 Penalty: 5136.336914
	Iteration 17Q: 3 clusters Score -4007861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4007870.250000 Penalty: 5136.336914
	Iteration 18Q: 3 clusters Score -4007870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4007869.750000 Penalty: 5136.336914
	Iteration 19Q: 3 clusters Score -4007870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4007873.000000 Penalty: 5136.336914
	Iteration 20F: 3 clusters Score -4007873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4007877.000000 Penalty: 5136.336914
	Iteration 21Q: 3 clusters Score -4007877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4007873.750000 Penalty: 5136.336914
	Iteration 22Q: 3 clusters Score -4007874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4007873.750000 Penalty: 5136.336914
	Iteration 23F: 3 clusters Score -4007874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Entering Unmasked Estep 
Score: -3002757.000000 Penalty: 2514.696045
	Iteration 0F: 2 clusters Score -3002757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2985124.250000 Penalty: 5029.392090
	Iteration 0F: 3 clusters Score -2985124 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2991303.750000 Penalty: 5029.392090
	Iteration 1F: 3 clusters Score -2991304 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2991835.750000 Penalty: 5029.392090
	Iteration 2F: 3 clusters Score -2991836 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2992299.750000 Penalty: 5029.392090
	Iteration 3Q: 3 clusters Score -2992300 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2992725.000000 Penalty: 5029.392090
	Iteration 4Q: 3 clusters Score -2992725 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2993173.750000 Penalty: 5029.392090
	Iteration 5Q: 3 clusters Score -2993174 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2993655.250000 Penalty: 5029.392090
	Iteration 6Q: 3 clusters Score -2993655 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2994183.000000 Penalty: 5029.392090
	Iteration 7Q: 3 clusters Score -2994183 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2994737.500000 Penalty: 5029.392090
	Iteration 8Q: 3 clusters Score -2994738 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2995399.000000 Penalty: 5029.392090
	Iteration 9Q: 3 clusters Score -2995399 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2996124.750000 Penalty: 5029.392090
	Iteration 10Q: 3 clusters Score -2996125 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2996864.000000 Penalty: 5029.392090
	Iteration 11Q: 3 clusters Score -2996864 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2997592.000000 Penalty: 5029.392090
	Iteration 12Q: 3 clusters Score -2997592 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2998264.500000 Penalty: 5029.392090
	Iteration 13Q: 3 clusters Score -2998264 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2998892.500000 Penalty: 5029.392090
	Iteration 14Q: 3 clusters Score -2998892 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2999353.500000 Penalty: 5029.392090
	Iteration 15Q: 3 clusters Score -2999354 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2999714.250000 Penalty: 5029.392090
	Iteration 16Q: 3 clusters Score -2999714 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2999956.500000 Penalty: 5029.392090
	Iteration 17Q: 3 clusters Score -2999956 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3000143.000000 Penalty: 5029.392090
	Iteration 18Q: 3 clusters Score -3000143 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3000282.000000 Penalty: 5029.392090
	Iteration 19Q: 3 clusters Score -3000282 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3000369.500000 Penalty: 5029.392090
	Iteration 20F: 3 clusters Score -3000370 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3000431.000000 Penalty: 5029.392090
	Iteration 21Q: 3 clusters Score -3000431 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3000491.000000 Penalty: 5029.392090
	Iteration 22Q: 3 clusters Score -3000491 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3000549.000000 Penalty: 5029.392090
	Iteration 23Q: 3 clusters Score -3000549 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3000579.000000 Penalty: 5029.392090
	Iteration 24Q: 3 clusters Score -3000579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3000601.750000 Penalty: 5029.392090
	Iteration 25Q: 3 clusters Score -3000602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3000622.000000 Penalty: 5029.392090
	Iteration 26Q: 3 clusters Score -3000622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3000642.750000 Penalty: 5029.392090
	Iteration 27Q: 3 clusters Score -3000643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3000660.250000 Penalty: 5029.392090
	Iteration 28Q: 3 clusters Score -3000660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3000685.500000 Penalty: 5029.392090
	Iteration 29Q: 3 clusters Score -3000686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3000701.750000 Penalty: 5029.392090
	Iteration 30Q: 3 clusters Score -3000702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3000707.250000 Penalty: 5029.392090
	Iteration 31Q: 3 clusters Score -3000707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3000722.750000 Penalty: 5029.392090
	Iteration 32Q: 3 clusters Score -3000723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3000740.500000 Penalty: 5029.392090
	Iteration 33Q: 3 clusters Score -3000740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3000747.000000 Penalty: 5029.392090
	Iteration 34Q: 3 clusters Score -3000747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3000754.500000 Penalty: 5029.392090
	Iteration 35Q: 3 clusters Score -3000754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3000761.500000 Penalty: 5029.392090
	Iteration 36Q: 3 clusters Score -3000762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3000765.500000 Penalty: 5029.392090
	Iteration 37Q: 3 clusters Score -3000766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3000767.000000 Penalty: 5029.392090
	Iteration 38Q: 3 clusters Score -3000767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3000773.250000 Penalty: 5029.392090
	Iteration 39Q: 3 clusters Score -3000773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3000778.500000 Penalty: 5029.392090
	Iteration 40F: 3 clusters Score -3000778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3000781.250000 Penalty: 5029.392090
	Iteration 41Q: 3 clusters Score -3000781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3000780.500000 Penalty: 5029.392090
	Iteration 42Q: 3 clusters Score -3000780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3000790.500000 Penalty: 5029.392090
	Iteration 43Q: 3 clusters Score -3000790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3000797.000000 Penalty: 5029.392090
	Iteration 44Q: 3 clusters Score -3000797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3000797.250000 Penalty: 5029.392090
	Iteration 45Q: 3 clusters Score -3000797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3000799.000000 Penalty: 5029.392090
	Iteration 46Q: 3 clusters Score -3000799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3000803.250000 Penalty: 5029.392090
	Iteration 47Q: 3 clusters Score -3000803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3000803.750000 Penalty: 5029.392090
	Iteration 48Q: 3 clusters Score -3000804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3000806.500000 Penalty: 5029.392090
	Iteration 49Q: 3 clusters Score -3000806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3000802.250000 Penalty: 5029.392090
	Iteration 50Q: 3 clusters Score -3000802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3000802.250000 Penalty: 5029.392090
	Iteration 51F: 3 clusters Score -3000802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -144611.468750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -144611.5 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 610 members 
Entering Unmasked Estep 
Score: -142535.640625 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -142535.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -143062.000000 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -143062 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -143477.187500 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -143477.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -143869.875000 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -143869.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -144300.828125 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -144300.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144806.593750 Penalty: 3516.678223
	Iteration 5F: 3 clusters Score -144806.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145263.453125 Penalty: 3516.678223
	Iteration 6F: 3 clusters Score -145263.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -145442.625000 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -145442.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145545.890625 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -145545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -145560.984375 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -145561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -145564.765625 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -145564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -145567.156250 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -145567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -145568.765625 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -145568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -145568.765625 Penalty: 3516.678223
	Iteration 13F: 3 clusters Score -145568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25107 members 
Mstep: Class 3 contains 13671 members 
Mstep: Class 4 contains 31430 members 
Mstep: Class 5 contains 25334 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11783 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21640 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154903 members 
Mstep: Class 15 contains 71218 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6911 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 553 members 
Entering Unmasked Estep 
Score: -77991488.000000 Penalty: 99327.773438
Splitting cluster 6 changes total score from -77992176.000000 to -77991488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Entering Unmasked Estep 
Score: -1244299.000000 Penalty: 2275.277588
	Iteration 0F: 2 clusters Score -1244299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1236859.000000 Penalty: 4550.555176
	Iteration 0F: 3 clusters Score -1236859 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1239052.000000 Penalty: 4550.555176
	Iteration 1F: 3 clusters Score -1239052 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1239436.250000 Penalty: 4550.555176
	Iteration 2F: 3 clusters Score -1239436 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1239809.250000 Penalty: 4550.555176
	Iteration 3F: 3 clusters Score -1239809 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1240112.375000 Penalty: 4550.555176
	Iteration 4F: 3 clusters Score -1240112 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1240358.000000 Penalty: 4550.555176
	Iteration 5Q: 3 clusters Score -1240358 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1240559.375000 Penalty: 4550.555176
	Iteration 6Q: 3 clusters Score -1240559 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1240739.250000 Penalty: 4550.555176
	Iteration 7Q: 3 clusters Score -1240739 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1240912.000000 Penalty: 4550.555176
	Iteration 8Q: 3 clusters Score -1240912 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1241054.250000 Penalty: 4550.555176
	Iteration 9Q: 3 clusters Score -1241054 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1241171.375000 Penalty: 4550.555176
	Iteration 10Q: 3 clusters Score -1241171 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1241283.125000 Penalty: 4550.555176
	Iteration 11Q: 3 clusters Score -1241283 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1241362.500000 Penalty: 4550.555176
	Iteration 12Q: 3 clusters Score -1241362 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1241437.000000 Penalty: 4550.555176
	Iteration 13Q: 3 clusters Score -1241437 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1241509.375000 Penalty: 4550.555176
	Iteration 14Q: 3 clusters Score -1241509 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1241569.375000 Penalty: 4550.555176
	Iteration 15Q: 3 clusters Score -1241569 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1241613.625000 Penalty: 4550.555176
	Iteration 16Q: 3 clusters Score -1241614 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1241649.125000 Penalty: 4550.555176
	Iteration 17Q: 3 clusters Score -1241649 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1241682.000000 Penalty: 4550.555176
	Iteration 18Q: 3 clusters Score -1241682 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1241707.625000 Penalty: 4550.555176
	Iteration 19Q: 3 clusters Score -1241708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1241728.875000 Penalty: 4550.555176
	Iteration 20F: 3 clusters Score -1241729 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1241746.125000 Penalty: 4550.555176
	Iteration 21Q: 3 clusters Score -1241746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1241754.250000 Penalty: 4550.555176
	Iteration 22Q: 3 clusters Score -1241754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1241768.250000 Penalty: 4550.555176
	Iteration 23Q: 3 clusters Score -1241768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1241773.875000 Penalty: 4550.555176
	Iteration 24Q: 3 clusters Score -1241774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1241788.125000 Penalty: 4550.555176
	Iteration 25Q: 3 clusters Score -1241788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1241798.500000 Penalty: 4550.555176
	Iteration 26Q: 3 clusters Score -1241798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1241811.500000 Penalty: 4550.555176
	Iteration 27Q: 3 clusters Score -1241812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1241815.375000 Penalty: 4550.555176
	Iteration 28Q: 3 clusters Score -1241815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1241822.500000 Penalty: 4550.555176
	Iteration 29Q: 3 clusters Score -1241822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1241836.500000 Penalty: 4550.555176
	Iteration 30Q: 3 clusters Score -1241836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1241845.625000 Penalty: 4550.555176
	Iteration 31Q: 3 clusters Score -1241846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1241859.625000 Penalty: 4550.555176
	Iteration 32Q: 3 clusters Score -1241860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1241868.625000 Penalty: 4550.555176
	Iteration 33Q: 3 clusters Score -1241869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1241884.750000 Penalty: 4550.555176
	Iteration 34Q: 3 clusters Score -1241885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1241897.000000 Penalty: 4550.555176
	Iteration 35Q: 3 clusters Score -1241897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1241911.000000 Penalty: 4550.555176
	Iteration 36Q: 3 clusters Score -1241911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1241922.625000 Penalty: 4550.555176
	Iteration 37Q: 3 clusters Score -1241923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1241935.625000 Penalty: 4550.555176
	Iteration 38Q: 3 clusters Score -1241936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1241952.625000 Penalty: 4550.555176
	Iteration 39Q: 3 clusters Score -1241953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1241963.500000 Penalty: 4550.555176
	Iteration 40F: 3 clusters Score -1241964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1241973.000000 Penalty: 4550.555176
	Iteration 41Q: 3 clusters Score -1241973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1241984.875000 Penalty: 4550.555176
	Iteration 42Q: 3 clusters Score -1241985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1241994.125000 Penalty: 4550.555176
	Iteration 43Q: 3 clusters Score -1241994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1242007.750000 Penalty: 4550.555176
	Iteration 44Q: 3 clusters Score -1242008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1242014.750000 Penalty: 4550.555176
	Iteration 45Q: 3 clusters Score -1242015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1242024.000000 Penalty: 4550.555176
	Iteration 46Q: 3 clusters Score -1242024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1242038.875000 Penalty: 4550.555176
	Iteration 47Q: 3 clusters Score -1242039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1242052.125000 Penalty: 4550.555176
	Iteration 48Q: 3 clusters Score -1242052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1242069.875000 Penalty: 4550.555176
	Iteration 49Q: 3 clusters Score -1242070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1242080.750000 Penalty: 4550.555176
	Iteration 50Q: 3 clusters Score -1242081 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1242097.000000 Penalty: 4550.555176
	Iteration 51Q: 3 clusters Score -1242097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1242111.375000 Penalty: 4550.555176
	Iteration 52Q: 3 clusters Score -1242111 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1242127.500000 Penalty: 4550.555176
	Iteration 53Q: 3 clusters Score -1242128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1242143.500000 Penalty: 4550.555176
	Iteration 54Q: 3 clusters Score -1242144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1242158.625000 Penalty: 4550.555176
	Iteration 55Q: 3 clusters Score -1242159 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1242179.750000 Penalty: 4550.555176
	Iteration 56Q: 3 clusters Score -1242180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1242203.375000 Penalty: 4550.555176
	Iteration 57Q: 3 clusters Score -1242203 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1242234.000000 Penalty: 4550.555176
	Iteration 58Q: 3 clusters Score -1242234 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1242252.875000 Penalty: 4550.555176
	Iteration 59Q: 3 clusters Score -1242253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1242274.250000 Penalty: 4550.555176
	Iteration 60F: 3 clusters Score -1242274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1242294.750000 Penalty: 4550.555176
	Iteration 61Q: 3 clusters Score -1242295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1242314.750000 Penalty: 4550.555176
	Iteration 62Q: 3 clusters Score -1242315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1242332.250000 Penalty: 4550.555176
	Iteration 63Q: 3 clusters Score -1242332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1242351.750000 Penalty: 4550.555176
	Iteration 64Q: 3 clusters Score -1242352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1242365.125000 Penalty: 4550.555176
	Iteration 65Q: 3 clusters Score -1242365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1242374.250000 Penalty: 4550.555176
	Iteration 66Q: 3 clusters Score -1242374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1242387.125000 Penalty: 4550.555176
	Iteration 67Q: 3 clusters Score -1242387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1242398.625000 Penalty: 4550.555176
	Iteration 68Q: 3 clusters Score -1242399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1242407.125000 Penalty: 4550.555176
	Iteration 69Q: 3 clusters Score -1242407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1242420.875000 Penalty: 4550.555176
	Iteration 70Q: 3 clusters Score -1242421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1242431.250000 Penalty: 4550.555176
	Iteration 71Q: 3 clusters Score -1242431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1242444.250000 Penalty: 4550.555176
	Iteration 72Q: 3 clusters Score -1242444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1242453.875000 Penalty: 4550.555176
	Iteration 73Q: 3 clusters Score -1242454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1242465.875000 Penalty: 4550.555176
	Iteration 74Q: 3 clusters Score -1242466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1242479.750000 Penalty: 4550.555176
	Iteration 75Q: 3 clusters Score -1242480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1242493.875000 Penalty: 4550.555176
	Iteration 76Q: 3 clusters Score -1242494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1242511.625000 Penalty: 4550.555176
	Iteration 77Q: 3 clusters Score -1242512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1242515.500000 Penalty: 4550.555176
	Iteration 78Q: 3 clusters Score -1242516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1242526.125000 Penalty: 4550.555176
	Iteration 79Q: 3 clusters Score -1242526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1242533.500000 Penalty: 4550.555176
	Iteration 80F: 3 clusters Score -1242534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1242542.500000 Penalty: 4550.555176
	Iteration 81Q: 3 clusters Score -1242542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1242557.500000 Penalty: 4550.555176
	Iteration 82Q: 3 clusters Score -1242558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1242565.875000 Penalty: 4550.555176
	Iteration 83Q: 3 clusters Score -1242566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1242575.250000 Penalty: 4550.555176
	Iteration 84Q: 3 clusters Score -1242575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1242579.625000 Penalty: 4550.555176
	Iteration 85Q: 3 clusters Score -1242580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1242592.125000 Penalty: 4550.555176
	Iteration 86Q: 3 clusters Score -1242592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1242596.500000 Penalty: 4550.555176
	Iteration 87Q: 3 clusters Score -1242596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1242599.625000 Penalty: 4550.555176
	Iteration 88Q: 3 clusters Score -1242600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1242602.250000 Penalty: 4550.555176
	Iteration 89Q: 3 clusters Score -1242602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1242605.750000 Penalty: 4550.555176
	Iteration 90Q: 3 clusters Score -1242606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1242608.500000 Penalty: 4550.555176
	Iteration 91Q: 3 clusters Score -1242608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1242613.250000 Penalty: 4550.555176
	Iteration 92Q: 3 clusters Score -1242613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1242617.625000 Penalty: 4550.555176
	Iteration 93Q: 3 clusters Score -1242618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1242625.500000 Penalty: 4550.555176
	Iteration 94Q: 3 clusters Score -1242626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1242633.250000 Penalty: 4550.555176
	Iteration 95Q: 3 clusters Score -1242633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1242639.750000 Penalty: 4550.555176
	Iteration 96Q: 3 clusters Score -1242640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1242644.875000 Penalty: 4550.555176
	Iteration 97Q: 3 clusters Score -1242645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1242652.250000 Penalty: 4550.555176
	Iteration 98Q: 3 clusters Score -1242652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1242657.000000 Penalty: 4550.555176
	Iteration 99Q: 3 clusters Score -1242657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1242656.875000 Penalty: 4550.555176
	Iteration 100F: 3 clusters Score -1242657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1242658.625000 Penalty: 4550.555176
	Iteration 101Q: 3 clusters Score -1242659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1242658.875000 Penalty: 4550.555176
	Iteration 102Q: 3 clusters Score -1242659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1242660.875000 Penalty: 4550.555176
	Iteration 103Q: 3 clusters Score -1242661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1242661.250000 Penalty: 4550.555176
	Iteration 104Q: 3 clusters Score -1242661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1242661.250000 Penalty: 4550.555176
	Iteration 105F: 3 clusters Score -1242661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Entering Unmasked Estep 
Score: -1435630.500000 Penalty: 2324.854492
	Iteration 0F: 2 clusters Score -1435630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1426784.375000 Penalty: 4649.708984
	Iteration 0F: 3 clusters Score -1426784 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1429463.375000 Penalty: 4649.708984
	Iteration 1F: 3 clusters Score -1429463 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1429843.875000 Penalty: 4649.708984
	Iteration 2F: 3 clusters Score -1429844 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1430151.375000 Penalty: 4649.708984
	Iteration 3F: 3 clusters Score -1430151 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1430423.500000 Penalty: 4649.708984
	Iteration 4Q: 3 clusters Score -1430424 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1430701.000000 Penalty: 4649.708984
	Iteration 5Q: 3 clusters Score -1430701 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1431027.125000 Penalty: 4649.708984
	Iteration 6Q: 3 clusters Score -1431027 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1431383.875000 Penalty: 4649.708984
	Iteration 7Q: 3 clusters Score -1431384 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1431813.250000 Penalty: 4649.708984
	Iteration 8Q: 3 clusters Score -1431813 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1432230.625000 Penalty: 4649.708984
	Iteration 9Q: 3 clusters Score -1432231 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1432576.250000 Penalty: 4649.708984
	Iteration 10Q: 3 clusters Score -1432576 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1432889.000000 Penalty: 4649.708984
	Iteration 11Q: 3 clusters Score -1432889 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1433140.000000 Penalty: 4649.708984
	Iteration 12Q: 3 clusters Score -1433140 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1433333.125000 Penalty: 4649.708984
	Iteration 13Q: 3 clusters Score -1433333 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1433466.125000 Penalty: 4649.708984
	Iteration 14Q: 3 clusters Score -1433466 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1433551.500000 Penalty: 4649.708984
	Iteration 15Q: 3 clusters Score -1433552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1433618.125000 Penalty: 4649.708984
	Iteration 16Q: 3 clusters Score -1433618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1433677.500000 Penalty: 4649.708984
	Iteration 17Q: 3 clusters Score -1433678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1433718.375000 Penalty: 4649.708984
	Iteration 18Q: 3 clusters Score -1433718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1433750.500000 Penalty: 4649.708984
	Iteration 19Q: 3 clusters Score -1433750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1433775.750000 Penalty: 4649.708984
	Iteration 20F: 3 clusters Score -1433776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1433787.750000 Penalty: 4649.708984
	Iteration 21Q: 3 clusters Score -1433788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1433812.750000 Penalty: 4649.708984
	Iteration 22Q: 3 clusters Score -1433813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1433821.625000 Penalty: 4649.708984
	Iteration 23Q: 3 clusters Score -1433822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1433837.750000 Penalty: 4649.708984
	Iteration 24Q: 3 clusters Score -1433838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1433851.375000 Penalty: 4649.708984
	Iteration 25Q: 3 clusters Score -1433851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1433862.500000 Penalty: 4649.708984
	Iteration 26Q: 3 clusters Score -1433862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1433877.750000 Penalty: 4649.708984
	Iteration 27Q: 3 clusters Score -1433878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1433892.750000 Penalty: 4649.708984
	Iteration 28Q: 3 clusters Score -1433893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1433908.625000 Penalty: 4649.708984
	Iteration 29Q: 3 clusters Score -1433909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1433917.875000 Penalty: 4649.708984
	Iteration 30Q: 3 clusters Score -1433918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1433928.000000 Penalty: 4649.708984
	Iteration 31Q: 3 clusters Score -1433928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1433940.625000 Penalty: 4649.708984
	Iteration 32Q: 3 clusters Score -1433941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1433943.000000 Penalty: 4649.708984
	Iteration 33Q: 3 clusters Score -1433943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1433957.500000 Penalty: 4649.708984
	Iteration 34Q: 3 clusters Score -1433958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1433966.125000 Penalty: 4649.708984
	Iteration 35Q: 3 clusters Score -1433966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1433975.875000 Penalty: 4649.708984
	Iteration 36Q: 3 clusters Score -1433976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1433993.125000 Penalty: 4649.708984
	Iteration 37Q: 3 clusters Score -1433993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1434012.000000 Penalty: 4649.708984
	Iteration 38Q: 3 clusters Score -1434012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1434026.000000 Penalty: 4649.708984
	Iteration 39Q: 3 clusters Score -1434026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1434048.125000 Penalty: 4649.708984
	Iteration 40F: 3 clusters Score -1434048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1434058.375000 Penalty: 4649.708984
	Iteration 41Q: 3 clusters Score -1434058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1434062.875000 Penalty: 4649.708984
	Iteration 42Q: 3 clusters Score -1434063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1434068.125000 Penalty: 4649.708984
	Iteration 43Q: 3 clusters Score -1434068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1434082.500000 Penalty: 4649.708984
	Iteration 44Q: 3 clusters Score -1434082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1434092.375000 Penalty: 4649.708984
	Iteration 45Q: 3 clusters Score -1434092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1434101.625000 Penalty: 4649.708984
	Iteration 46Q: 3 clusters Score -1434102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1434104.125000 Penalty: 4649.708984
	Iteration 47Q: 3 clusters Score -1434104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1434105.875000 Penalty: 4649.708984
	Iteration 48Q: 3 clusters Score -1434106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1434107.000000 Penalty: 4649.708984
	Iteration 49Q: 3 clusters Score -1434107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1434110.125000 Penalty: 4649.708984
	Iteration 50Q: 3 clusters Score -1434110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1434111.500000 Penalty: 4649.708984
	Iteration 51Q: 3 clusters Score -1434112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1434112.000000 Penalty: 4649.708984
	Iteration 52Q: 3 clusters Score -1434112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1434113.500000 Penalty: 4649.708984
	Iteration 53Q: 3 clusters Score -1434114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1434111.000000 Penalty: 4649.708984
	Iteration 54Q: 3 clusters Score -1434111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1434113.375000 Penalty: 4649.708984
	Iteration 55Q: 3 clusters Score -1434113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1434113.500000 Penalty: 4649.708984
	Iteration 56Q: 3 clusters Score -1434114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1434113.500000 Penalty: 4649.708984
	Iteration 57F: 3 clusters Score -1434114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -293717.468750 Penalty: 1930.342773
	Iteration 0F: 2 clusters Score -293717.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -290844.562500 Penalty: 3860.685547
	Iteration 0F: 3 clusters Score -290844.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -291421.343750 Penalty: 3860.685547
	Iteration 1F: 3 clusters Score -291421.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -291586.156250 Penalty: 3860.685547
	Iteration 2F: 3 clusters Score -291586.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -291662.375000 Penalty: 3860.685547
	Iteration 3Q: 3 clusters Score -291662.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -291699.687500 Penalty: 3860.685547
	Iteration 4Q: 3 clusters Score -291699.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -291731.843750 Penalty: 3860.685547
	Iteration 5Q: 3 clusters Score -291731.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -291756.531250 Penalty: 3860.685547
	Iteration 6Q: 3 clusters Score -291756.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -291779.468750 Penalty: 3860.685547
	Iteration 7Q: 3 clusters Score -291779.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -291795.593750 Penalty: 3860.685547
	Iteration 8Q: 3 clusters Score -291795.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -291811.437500 Penalty: 3860.685547
	Iteration 9Q: 3 clusters Score -291811.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -291820.687500 Penalty: 3860.685547
	Iteration 10Q: 3 clusters Score -291820.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -291827.500000 Penalty: 3860.685547
	Iteration 11Q: 3 clusters Score -291827.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -291838.218750 Penalty: 3860.685547
	Iteration 12Q: 3 clusters Score -291838.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -291844.625000 Penalty: 3860.685547
	Iteration 13Q: 3 clusters Score -291844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -291851.218750 Penalty: 3860.685547
	Iteration 14Q: 3 clusters Score -291851.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -291859.187500 Penalty: 3860.685547
	Iteration 15Q: 3 clusters Score -291859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -291867.625000 Penalty: 3860.685547
	Iteration 16Q: 3 clusters Score -291867.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -291871.906250 Penalty: 3860.685547
	Iteration 17Q: 3 clusters Score -291871.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -291884.812500 Penalty: 3860.685547
	Iteration 18Q: 3 clusters Score -291884.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -291892.750000 Penalty: 3860.685547
	Iteration 19Q: 3 clusters Score -291892.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -291905.000000 Penalty: 3860.685547
	Iteration 20F: 3 clusters Score -291905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -291923.375000 Penalty: 3860.685547
	Iteration 21Q: 3 clusters Score -291923.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -291937.875000 Penalty: 3860.685547
	Iteration 22Q: 3 clusters Score -291937.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -291956.875000 Penalty: 3860.685547
	Iteration 23Q: 3 clusters Score -291956.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -291975.968750 Penalty: 3860.685547
	Iteration 24Q: 3 clusters Score -291976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -291996.500000 Penalty: 3860.685547
	Iteration 25Q: 3 clusters Score -291996.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -292014.656250 Penalty: 3860.685547
	Iteration 26Q: 3 clusters Score -292014.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -292030.843750 Penalty: 3860.685547
	Iteration 27Q: 3 clusters Score -292030.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -292043.125000 Penalty: 3860.685547
	Iteration 28Q: 3 clusters Score -292043.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -292061.156250 Penalty: 3860.685547
	Iteration 29Q: 3 clusters Score -292061.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -292080.375000 Penalty: 3860.685547
	Iteration 30Q: 3 clusters Score -292080.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -292097.281250 Penalty: 3860.685547
	Iteration 31Q: 3 clusters Score -292097.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -292114.375000 Penalty: 3860.685547
	Iteration 32Q: 3 clusters Score -292114.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -292132.906250 Penalty: 3860.685547
	Iteration 33Q: 3 clusters Score -292132.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -292165.031250 Penalty: 3860.685547
	Iteration 34Q: 3 clusters Score -292165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -292187.781250 Penalty: 3860.685547
	Iteration 35Q: 3 clusters Score -292187.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -292214.187500 Penalty: 3860.685547
	Iteration 36Q: 3 clusters Score -292214.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -292237.093750 Penalty: 3860.685547
	Iteration 37Q: 3 clusters Score -292237.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -292267.468750 Penalty: 3860.685547
	Iteration 38Q: 3 clusters Score -292267.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -292296.468750 Penalty: 3860.685547
	Iteration 39Q: 3 clusters Score -292296.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -292316.406250 Penalty: 3860.685547
	Iteration 40F: 3 clusters Score -292316.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292329.843750 Penalty: 3860.685547
	Iteration 41Q: 3 clusters Score -292329.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -292341.875000 Penalty: 3860.685547
	Iteration 42Q: 3 clusters Score -292341.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -292353.750000 Penalty: 3860.685547
	Iteration 43Q: 3 clusters Score -292353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -292363.000000 Penalty: 3860.685547
	Iteration 44Q: 3 clusters Score -292363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -292372.750000 Penalty: 3860.685547
	Iteration 45Q: 3 clusters Score -292372.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -292387.937500 Penalty: 3860.685547
	Iteration 46Q: 3 clusters Score -292387.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -292400.437500 Penalty: 3860.685547
	Iteration 47Q: 3 clusters Score -292400.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -292411.218750 Penalty: 3860.685547
	Iteration 48Q: 3 clusters Score -292411.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -292418.781250 Penalty: 3860.685547
	Iteration 49Q: 3 clusters Score -292418.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -292427.343750 Penalty: 3860.685547
	Iteration 50Q: 3 clusters Score -292427.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -292440.218750 Penalty: 3860.685547
	Iteration 51Q: 3 clusters Score -292440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -292451.906250 Penalty: 3860.685547
	Iteration 52Q: 3 clusters Score -292451.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -292467.875000 Penalty: 3860.685547
	Iteration 53Q: 3 clusters Score -292467.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -292491.843750 Penalty: 3860.685547
	Iteration 54Q: 3 clusters Score -292491.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -292503.812500 Penalty: 3860.685547
	Iteration 55Q: 3 clusters Score -292503.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -292515.531250 Penalty: 3860.685547
	Iteration 56Q: 3 clusters Score -292515.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -292525.875000 Penalty: 3860.685547
	Iteration 57Q: 3 clusters Score -292525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -292533.937500 Penalty: 3860.685547
	Iteration 58Q: 3 clusters Score -292533.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -292548.968750 Penalty: 3860.685547
	Iteration 59Q: 3 clusters Score -292549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -292561.000000 Penalty: 3860.685547
	Iteration 60F: 3 clusters Score -292561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -292573.656250 Penalty: 3860.685547
	Iteration 61Q: 3 clusters Score -292573.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -292581.687500 Penalty: 3860.685547
	Iteration 62Q: 3 clusters Score -292581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -292589.000000 Penalty: 3860.685547
	Iteration 63Q: 3 clusters Score -292589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -292596.531250 Penalty: 3860.685547
	Iteration 64Q: 3 clusters Score -292596.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -292601.593750 Penalty: 3860.685547
	Iteration 65Q: 3 clusters Score -292601.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -292610.750000 Penalty: 3860.685547
	Iteration 66Q: 3 clusters Score -292610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -292621.812500 Penalty: 3860.685547
	Iteration 67Q: 3 clusters Score -292621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -292626.062500 Penalty: 3860.685547
	Iteration 68Q: 3 clusters Score -292626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -292629.656250 Penalty: 3860.685547
	Iteration 69Q: 3 clusters Score -292629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -292630.531250 Penalty: 3860.685547
	Iteration 70Q: 3 clusters Score -292630.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -292630.781250 Penalty: 3860.685547
	Iteration 71Q: 3 clusters Score -292630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -292632.281250 Penalty: 3860.685547
	Iteration 72Q: 3 clusters Score -292632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -292633.218750 Penalty: 3860.685547
	Iteration 73Q: 3 clusters Score -292633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -292633.218750 Penalty: 3860.685547
	Iteration 74F: 3 clusters Score -292633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -337702.218750 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -337702.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -334621.875000 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -334621.9 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -335192.531250 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -335192.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -335380.375000 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -335380.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -335472.906250 Penalty: 3922.560059
	Iteration 3Q: 3 clusters Score -335472.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -335522.718750 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -335522.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -335554.156250 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -335554.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -335574.250000 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -335574.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -335600.375000 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -335600.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -335628.125000 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -335628.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -335654.125000 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -335654.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -335674.281250 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -335674.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -335692.593750 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -335692.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -335705.843750 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -335705.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -335724.812500 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -335724.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -335742.062500 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -335742.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -335761.625000 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -335761.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -335776.468750 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -335776.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -335787.562500 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -335787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -335793.937500 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -335793.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -335806.062500 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -335806.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -335820.343750 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -335820.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -335835.781250 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -335835.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -335846.718750 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -335846.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -335856.156250 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -335856.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -335865.468750 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -335865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -335871.531250 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -335871.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -335875.062500 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -335875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -335880.250000 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -335880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -335883.093750 Penalty: 3922.560059
	Iteration 28Q: 3 clusters Score -335883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -335884.843750 Penalty: 3922.560059
	Iteration 29Q: 3 clusters Score -335884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -335887.125000 Penalty: 3922.560059
	Iteration 30Q: 3 clusters Score -335887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -335888.562500 Penalty: 3922.560059
	Iteration 31Q: 3 clusters Score -335888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -335889.812500 Penalty: 3922.560059
	Iteration 32Q: 3 clusters Score -335889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -335889.812500 Penalty: 3922.560059
	Iteration 33F: 3 clusters Score -335889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Entering Unmasked Estep 
Score: -2752150.250000 Penalty: 2475.610107
	Iteration 0F: 2 clusters Score -2752150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2737062.500000 Penalty: 4951.220215
	Iteration 0F: 3 clusters Score -2737062 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2742339.000000 Penalty: 4951.220215
	Iteration 1F: 3 clusters Score -2742339 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2742819.000000 Penalty: 4951.220215
	Iteration 2F: 3 clusters Score -2742819 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2743251.750000 Penalty: 4951.220215
	Iteration 3Q: 3 clusters Score -2743252 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2743614.000000 Penalty: 4951.220215
	Iteration 4Q: 3 clusters Score -2743614 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2744010.500000 Penalty: 4951.220215
	Iteration 5Q: 3 clusters Score -2744010 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2744389.750000 Penalty: 4951.220215
	Iteration 6Q: 3 clusters Score -2744390 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2744766.750000 Penalty: 4951.220215
	Iteration 7Q: 3 clusters Score -2744767 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2745162.500000 Penalty: 4951.220215
	Iteration 8Q: 3 clusters Score -2745162 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2745573.250000 Penalty: 4951.220215
	Iteration 9Q: 3 clusters Score -2745573 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2746041.750000 Penalty: 4951.220215
	Iteration 10Q: 3 clusters Score -2746042 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2746495.250000 Penalty: 4951.220215
	Iteration 11Q: 3 clusters Score -2746495 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2746826.500000 Penalty: 4951.220215
	Iteration 12Q: 3 clusters Score -2746826 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2747056.500000 Penalty: 4951.220215
	Iteration 13Q: 3 clusters Score -2747056 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2747194.750000 Penalty: 4951.220215
	Iteration 14Q: 3 clusters Score -2747195 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2747270.500000 Penalty: 4951.220215
	Iteration 15Q: 3 clusters Score -2747270 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2747346.750000 Penalty: 4951.220215
	Iteration 16Q: 3 clusters Score -2747347 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2747388.250000 Penalty: 4951.220215
	Iteration 17Q: 3 clusters Score -2747388 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2747421.750000 Penalty: 4951.220215
	Iteration 18Q: 3 clusters Score -2747422 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2747445.250000 Penalty: 4951.220215
	Iteration 19Q: 3 clusters Score -2747445 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2747479.000000 Penalty: 4951.220215
	Iteration 20F: 3 clusters Score -2747479 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2747519.250000 Penalty: 4951.220215
	Iteration 21Q: 3 clusters Score -2747519 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2747568.250000 Penalty: 4951.220215
	Iteration 22Q: 3 clusters Score -2747568 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2747622.500000 Penalty: 4951.220215
	Iteration 23Q: 3 clusters Score -2747622 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2747680.500000 Penalty: 4951.220215
	Iteration 24Q: 3 clusters Score -2747680 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2747733.750000 Penalty: 4951.220215
	Iteration 25Q: 3 clusters Score -2747734 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2747806.750000 Penalty: 4951.220215
	Iteration 26Q: 3 clusters Score -2747807 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2747872.750000 Penalty: 4951.220215
	Iteration 27Q: 3 clusters Score -2747873 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2747934.750000 Penalty: 4951.220215
	Iteration 28Q: 3 clusters Score -2747935 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2747996.000000 Penalty: 4951.220215
	Iteration 29Q: 3 clusters Score -2747996 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2748061.500000 Penalty: 4951.220215
	Iteration 30Q: 3 clusters Score -2748062 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2748117.000000 Penalty: 4951.220215
	Iteration 31Q: 3 clusters Score -2748117 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2748164.250000 Penalty: 4951.220215
	Iteration 32Q: 3 clusters Score -2748164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2748207.000000 Penalty: 4951.220215
	Iteration 33Q: 3 clusters Score -2748207 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2748273.250000 Penalty: 4951.220215
	Iteration 34Q: 3 clusters Score -2748273 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2748312.000000 Penalty: 4951.220215
	Iteration 35Q: 3 clusters Score -2748312 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2748356.500000 Penalty: 4951.220215
	Iteration 36Q: 3 clusters Score -2748356 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2748385.750000 Penalty: 4951.220215
	Iteration 37Q: 3 clusters Score -2748386 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2748423.500000 Penalty: 4951.220215
	Iteration 38Q: 3 clusters Score -2748424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2748459.500000 Penalty: 4951.220215
	Iteration 39Q: 3 clusters Score -2748460 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2748509.500000 Penalty: 4951.220215
	Iteration 40F: 3 clusters Score -2748510 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2748564.500000 Penalty: 4951.220215
	Iteration 41Q: 3 clusters Score -2748564 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2748608.750000 Penalty: 4951.220215
	Iteration 42Q: 3 clusters Score -2748609 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2748636.750000 Penalty: 4951.220215
	Iteration 43Q: 3 clusters Score -2748637 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2748685.750000 Penalty: 4951.220215
	Iteration 44Q: 3 clusters Score -2748686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2748720.000000 Penalty: 4951.220215
	Iteration 45Q: 3 clusters Score -2748720 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2748758.250000 Penalty: 4951.220215
	Iteration 46Q: 3 clusters Score -2748758 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2748788.000000 Penalty: 4951.220215
	Iteration 47Q: 3 clusters Score -2748788 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2748815.750000 Penalty: 4951.220215
	Iteration 48Q: 3 clusters Score -2748816 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2748848.750000 Penalty: 4951.220215
	Iteration 49Q: 3 clusters Score -2748849 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2748884.750000 Penalty: 4951.220215
	Iteration 50Q: 3 clusters Score -2748885 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2748913.750000 Penalty: 4951.220215
	Iteration 51Q: 3 clusters Score -2748914 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2748952.750000 Penalty: 4951.220215
	Iteration 52Q: 3 clusters Score -2748953 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2748982.000000 Penalty: 4951.220215
	Iteration 53Q: 3 clusters Score -2748982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2749014.000000 Penalty: 4951.220215
	Iteration 54Q: 3 clusters Score -2749014 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2749046.750000 Penalty: 4951.220215
	Iteration 55Q: 3 clusters Score -2749047 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2749085.500000 Penalty: 4951.220215
	Iteration 56Q: 3 clusters Score -2749086 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2749126.750000 Penalty: 4951.220215
	Iteration 57Q: 3 clusters Score -2749127 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2749173.500000 Penalty: 4951.220215
	Iteration 58Q: 3 clusters Score -2749174 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2749223.000000 Penalty: 4951.220215
	Iteration 59Q: 3 clusters Score -2749223 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2749264.000000 Penalty: 4951.220215
	Iteration 60F: 3 clusters Score -2749264 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2749313.000000 Penalty: 4951.220215
	Iteration 61Q: 3 clusters Score -2749313 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2749342.750000 Penalty: 4951.220215
	Iteration 62Q: 3 clusters Score -2749343 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2749375.000000 Penalty: 4951.220215
	Iteration 63Q: 3 clusters Score -2749375 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2749410.500000 Penalty: 4951.220215
	Iteration 64Q: 3 clusters Score -2749410 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2749441.000000 Penalty: 4951.220215
	Iteration 65Q: 3 clusters Score -2749441 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2749466.500000 Penalty: 4951.220215
	Iteration 66Q: 3 clusters Score -2749466 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2749500.500000 Penalty: 4951.220215
	Iteration 67Q: 3 clusters Score -2749500 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2749528.750000 Penalty: 4951.220215
	Iteration 68Q: 3 clusters Score -2749529 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2749549.000000 Penalty: 4951.220215
	Iteration 69Q: 3 clusters Score -2749549 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2749584.000000 Penalty: 4951.220215
	Iteration 70Q: 3 clusters Score -2749584 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2749611.500000 Penalty: 4951.220215
	Iteration 71Q: 3 clusters Score -2749612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2749646.000000 Penalty: 4951.220215
	Iteration 72Q: 3 clusters Score -2749646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2749681.250000 Penalty: 4951.220215
	Iteration 73Q: 3 clusters Score -2749681 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2749706.000000 Penalty: 4951.220215
	Iteration 74Q: 3 clusters Score -2749706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2749734.000000 Penalty: 4951.220215
	Iteration 75Q: 3 clusters Score -2749734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2749760.500000 Penalty: 4951.220215
	Iteration 76Q: 3 clusters Score -2749760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2749786.250000 Penalty: 4951.220215
	Iteration 77Q: 3 clusters Score -2749786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2749810.500000 Penalty: 4951.220215
	Iteration 78Q: 3 clusters Score -2749810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2749836.000000 Penalty: 4951.220215
	Iteration 79Q: 3 clusters Score -2749836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2749865.000000 Penalty: 4951.220215
	Iteration 80F: 3 clusters Score -2749865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2749903.000000 Penalty: 4951.220215
	Iteration 81Q: 3 clusters Score -2749903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2749924.250000 Penalty: 4951.220215
	Iteration 82Q: 3 clusters Score -2749924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2749944.500000 Penalty: 4951.220215
	Iteration 83Q: 3 clusters Score -2749944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2749974.750000 Penalty: 4951.220215
	Iteration 84Q: 3 clusters Score -2749975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2749997.750000 Penalty: 4951.220215
	Iteration 85Q: 3 clusters Score -2749998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2750029.250000 Penalty: 4951.220215
	Iteration 86Q: 3 clusters Score -2750029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2750056.750000 Penalty: 4951.220215
	Iteration 87Q: 3 clusters Score -2750057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2750081.750000 Penalty: 4951.220215
	Iteration 88Q: 3 clusters Score -2750082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2750097.500000 Penalty: 4951.220215
	Iteration 89Q: 3 clusters Score -2750098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2750118.500000 Penalty: 4951.220215
	Iteration 90Q: 3 clusters Score -2750118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2750136.000000 Penalty: 4951.220215
	Iteration 91Q: 3 clusters Score -2750136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2750148.750000 Penalty: 4951.220215
	Iteration 92Q: 3 clusters Score -2750149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2750161.500000 Penalty: 4951.220215
	Iteration 93Q: 3 clusters Score -2750162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2750172.250000 Penalty: 4951.220215
	Iteration 94Q: 3 clusters Score -2750172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2750187.000000 Penalty: 4951.220215
	Iteration 95Q: 3 clusters Score -2750187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2750201.750000 Penalty: 4951.220215
	Iteration 96Q: 3 clusters Score -2750202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2750211.000000 Penalty: 4951.220215
	Iteration 97Q: 3 clusters Score -2750211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2750219.000000 Penalty: 4951.220215
	Iteration 98Q: 3 clusters Score -2750219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2750220.250000 Penalty: 4951.220215
	Iteration 99Q: 3 clusters Score -2750220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2750220.250000 Penalty: 4951.220215
	Iteration 100F: 3 clusters Score -2750220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2750221.750000 Penalty: 4951.220215
	Iteration 101Q: 3 clusters Score -2750222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2750222.000000 Penalty: 4951.220215
	Iteration 102Q: 3 clusters Score -2750222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2750229.500000 Penalty: 4951.220215
	Iteration 103Q: 3 clusters Score -2750230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2750230.250000 Penalty: 4951.220215
	Iteration 104Q: 3 clusters Score -2750230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2750230.000000 Penalty: 4951.220215
	Iteration 105Q: 3 clusters Score -2750230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2750236.250000 Penalty: 4951.220215
	Iteration 106Q: 3 clusters Score -2750236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2750234.000000 Penalty: 4951.220215
	Iteration 107Q: 3 clusters Score -2750234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2750235.000000 Penalty: 4951.220215
	Iteration 108Q: 3 clusters Score -2750235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2750233.500000 Penalty: 4951.220215
	Iteration 109Q: 3 clusters Score -2750234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2750234.000000 Penalty: 4951.220215
	Iteration 110Q: 3 clusters Score -2750234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2750235.750000 Penalty: 4951.220215
	Iteration 111Q: 3 clusters Score -2750236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2750240.000000 Penalty: 4951.220215
	Iteration 112Q: 3 clusters Score -2750240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2750240.000000 Penalty: 4951.220215
	Iteration 113F: 3 clusters Score -2750240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -301684.031250 Penalty: 1951.327026
	Iteration 0F: 2 clusters Score -301684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -298703.593750 Penalty: 3902.654053
	Iteration 0F: 3 clusters Score -298703.6 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -299349.968750 Penalty: 3902.654053
	Iteration 1F: 3 clusters Score -299350 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -299613.968750 Penalty: 3902.654053
	Iteration 2F: 3 clusters Score -299614 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -299797.000000 Penalty: 3902.654053
	Iteration 3F: 3 clusters Score -299797 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -299969.218750 Penalty: 3902.654053
	Iteration 4Q: 3 clusters Score -299969.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -300105.312500 Penalty: 3902.654053
	Iteration 5Q: 3 clusters Score -300105.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -300249.875000 Penalty: 3902.654053
	Iteration 6Q: 3 clusters Score -300249.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -300373.843750 Penalty: 3902.654053
	Iteration 7Q: 3 clusters Score -300373.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -300471.312500 Penalty: 3902.654053
	Iteration 8Q: 3 clusters Score -300471.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -300558.843750 Penalty: 3902.654053
	Iteration 9Q: 3 clusters Score -300558.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -300614.437500 Penalty: 3902.654053
	Iteration 10Q: 3 clusters Score -300614.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -300650.500000 Penalty: 3902.654053
	Iteration 11Q: 3 clusters Score -300650.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -300671.750000 Penalty: 3902.654053
	Iteration 12Q: 3 clusters Score -300671.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -300683.468750 Penalty: 3902.654053
	Iteration 13Q: 3 clusters Score -300683.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -300694.437500 Penalty: 3902.654053
	Iteration 14Q: 3 clusters Score -300694.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -300699.625000 Penalty: 3902.654053
	Iteration 15Q: 3 clusters Score -300699.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -300705.625000 Penalty: 3902.654053
	Iteration 16Q: 3 clusters Score -300705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -300714.093750 Penalty: 3902.654053
	Iteration 17Q: 3 clusters Score -300714.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -300721.437500 Penalty: 3902.654053
	Iteration 18Q: 3 clusters Score -300721.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -300734.312500 Penalty: 3902.654053
	Iteration 19Q: 3 clusters Score -300734.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -300747.593750 Penalty: 3902.654053
	Iteration 20F: 3 clusters Score -300747.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -300755.812500 Penalty: 3902.654053
	Iteration 21Q: 3 clusters Score -300755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -300761.875000 Penalty: 3902.654053
	Iteration 22Q: 3 clusters Score -300761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -300768.468750 Penalty: 3902.654053
	Iteration 23Q: 3 clusters Score -300768.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -300771.875000 Penalty: 3902.654053
	Iteration 24Q: 3 clusters Score -300771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -300772.437500 Penalty: 3902.654053
	Iteration 25Q: 3 clusters Score -300772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -300773.062500 Penalty: 3902.654053
	Iteration 26Q: 3 clusters Score -300773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -300773.218750 Penalty: 3902.654053
	Iteration 27Q: 3 clusters Score -300773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -300773.437500 Penalty: 3902.654053
	Iteration 28Q: 3 clusters Score -300773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -300773.781250 Penalty: 3902.654053
	Iteration 29Q: 3 clusters Score -300773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -300776.187500 Penalty: 3902.654053
	Iteration 30Q: 3 clusters Score -300776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -300778.593750 Penalty: 3902.654053
	Iteration 31Q: 3 clusters Score -300778.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -300780.593750 Penalty: 3902.654053
	Iteration 32Q: 3 clusters Score -300780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -300781.250000 Penalty: 3902.654053
	Iteration 33Q: 3 clusters Score -300781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -300783.281250 Penalty: 3902.654053
	Iteration 34Q: 3 clusters Score -300783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -300788.187500 Penalty: 3902.654053
	Iteration 35Q: 3 clusters Score -300788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -300792.031250 Penalty: 3902.654053
	Iteration 36Q: 3 clusters Score -300792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -300795.562500 Penalty: 3902.654053
	Iteration 37Q: 3 clusters Score -300795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -300799.062500 Penalty: 3902.654053
	Iteration 38Q: 3 clusters Score -300799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -300800.718750 Penalty: 3902.654053
	Iteration 39Q: 3 clusters Score -300800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -300801.062500 Penalty: 3902.654053
	Iteration 40F: 3 clusters Score -300801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -300801.812500 Penalty: 3902.654053
	Iteration 41Q: 3 clusters Score -300801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -300801.937500 Penalty: 3902.654053
	Iteration 42Q: 3 clusters Score -300801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -300801.937500 Penalty: 3902.654053
	Iteration 43F: 3 clusters Score -300801.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Entering Unmasked Estep 
Score: -7140928.500000 Penalty: 2710.256348
	Iteration 0F: 2 clusters Score -7140928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -7103651.500000 Penalty: 5420.512695
	Iteration 0F: 3 clusters Score -7103652 nChanged 25724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -7118241.000000 Penalty: 5420.512695
	Iteration 1F: 3 clusters Score -7118241 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -7119046.500000 Penalty: 5420.512695
	Iteration 2Q: 3 clusters Score -7119046 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -7119976.500000 Penalty: 5420.512695
	Iteration 3Q: 3 clusters Score -7119976 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -7121226.000000 Penalty: 5420.512695
	Iteration 4F: 3 clusters Score -7121226 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -7122797.000000 Penalty: 5420.512695
	Iteration 5F: 3 clusters Score -7122797 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -7124533.000000 Penalty: 5420.512695
	Iteration 6F: 3 clusters Score -7124533 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -7126621.500000 Penalty: 5420.512695
	Iteration 7F: 3 clusters Score -7126622 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -7128688.000000 Penalty: 5420.512695
	Iteration 8F: 3 clusters Score -7128688 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -7130786.000000 Penalty: 5420.512695
	Iteration 9F: 3 clusters Score -7130786 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -7132787.000000 Penalty: 5420.512695
	Iteration 10Q: 3 clusters Score -7132787 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -7134656.000000 Penalty: 5420.512695
	Iteration 11Q: 3 clusters Score -7134656 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7136087.500000 Penalty: 5420.512695
	Iteration 12Q: 3 clusters Score -7136088 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7137147.500000 Penalty: 5420.512695
	Iteration 13Q: 3 clusters Score -7137148 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7137710.500000 Penalty: 5420.512695
	Iteration 14Q: 3 clusters Score -7137710 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7138013.500000 Penalty: 5420.512695
	Iteration 15Q: 3 clusters Score -7138014 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7138228.000000 Penalty: 5420.512695
	Iteration 16Q: 3 clusters Score -7138228 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7138376.000000 Penalty: 5420.512695
	Iteration 17Q: 3 clusters Score -7138376 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7138446.000000 Penalty: 5420.512695
	Iteration 18Q: 3 clusters Score -7138446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7138506.000000 Penalty: 5420.512695
	Iteration 19Q: 3 clusters Score -7138506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7138537.000000 Penalty: 5420.512695
	Iteration 20F: 3 clusters Score -7138537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7138562.500000 Penalty: 5420.512695
	Iteration 21Q: 3 clusters Score -7138562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7138565.000000 Penalty: 5420.512695
	Iteration 22Q: 3 clusters Score -7138565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7138581.000000 Penalty: 5420.512695
	Iteration 23Q: 3 clusters Score -7138581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7138591.500000 Penalty: 5420.512695
	Iteration 24Q: 3 clusters Score -7138592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7138608.500000 Penalty: 5420.512695
	Iteration 25Q: 3 clusters Score -7138608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7138612.000000 Penalty: 5420.512695
	Iteration 26Q: 3 clusters Score -7138612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7138616.000000 Penalty: 5420.512695
	Iteration 27Q: 3 clusters Score -7138616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7138633.500000 Penalty: 5420.512695
	Iteration 28Q: 3 clusters Score -7138634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7138643.000000 Penalty: 5420.512695
	Iteration 29Q: 3 clusters Score -7138643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7138657.500000 Penalty: 5420.512695
	Iteration 30Q: 3 clusters Score -7138658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7138663.000000 Penalty: 5420.512695
	Iteration 31Q: 3 clusters Score -7138663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7138671.500000 Penalty: 5420.512695
	Iteration 32Q: 3 clusters Score -7138672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7138675.500000 Penalty: 5420.512695
	Iteration 33Q: 3 clusters Score -7138676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7138701.500000 Penalty: 5420.512695
	Iteration 34Q: 3 clusters Score -7138702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7138708.000000 Penalty: 5420.512695
	Iteration 35Q: 3 clusters Score -7138708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7138716.000000 Penalty: 5420.512695
	Iteration 36Q: 3 clusters Score -7138716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7138716.500000 Penalty: 5420.512695
	Iteration 37Q: 3 clusters Score -7138716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7138717.000000 Penalty: 5420.512695
	Iteration 38Q: 3 clusters Score -7138717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7138712.000000 Penalty: 5420.512695
	Iteration 39Q: 3 clusters Score -7138712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7138713.500000 Penalty: 5420.512695
	Iteration 40F: 3 clusters Score -7138714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7138711.000000 Penalty: 5420.512695
	Iteration 41Q: 3 clusters Score -7138711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7138721.500000 Penalty: 5420.512695
	Iteration 42Q: 3 clusters Score -7138722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7138716.500000 Penalty: 5420.512695
	Iteration 43Q: 3 clusters Score -7138716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7138720.000000 Penalty: 5420.512695
	Iteration 44Q: 3 clusters Score -7138720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7138730.500000 Penalty: 5420.512695
	Iteration 45Q: 3 clusters Score -7138730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7138727.000000 Penalty: 5420.512695
	Iteration 46Q: 3 clusters Score -7138727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7138728.000000 Penalty: 5420.512695
	Iteration 47Q: 3 clusters Score -7138728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7138728.000000 Penalty: 5420.512695
	Iteration 48F: 3 clusters Score -7138728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (154903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154903 members 
Entering Unmasked Estep 
Score: -19854330.000000 Penalty: 2963.737549
	Iteration 0F: 2 clusters Score -1.985433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -19750794.000000 Penalty: 5927.475098
	Iteration 0F: 3 clusters Score -1.975079e+07 nChanged 74005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -19794138.000000 Penalty: 5927.475098
	Iteration 1F: 3 clusters Score -1.979414e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -19795908.000000 Penalty: 5927.475098
	Iteration 2Q: 3 clusters Score -1.979591e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -19798750.000000 Penalty: 5927.475098
	Iteration 3Q: 3 clusters Score -1.979875e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -19803680.000000 Penalty: 5927.475098
	Iteration 4F: 3 clusters Score -1.980368e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112265 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -19811808.000000 Penalty: 5927.475098
	Iteration 5F: 3 clusters Score -1.981181e+07 nChanged 13437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125554 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -19823146.000000 Penalty: 5927.475098
	Iteration 6F: 3 clusters Score -1.982315e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138499 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -19835944.000000 Penalty: 5927.475098
	Iteration 7F: 3 clusters Score -1.983594e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147846 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -19845304.000000 Penalty: 5927.475098
	Iteration 8F: 3 clusters Score -1.98453e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -19849468.000000 Penalty: 5927.475098
	Iteration 9Q: 3 clusters Score -1.984947e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -19850908.000000 Penalty: 5927.475098
	Iteration 10Q: 3 clusters Score -1.985091e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19851342.000000 Penalty: 5927.475098
	Iteration 11Q: 3 clusters Score -1.985134e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -19851514.000000 Penalty: 5927.475098
	Iteration 12Q: 3 clusters Score -1.985151e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19851598.000000 Penalty: 5927.475098
	Iteration 13Q: 3 clusters Score -1.98516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154574 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19851642.000000 Penalty: 5927.475098
	Iteration 14Q: 3 clusters Score -1.985164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154591 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19851682.000000 Penalty: 5927.475098
	Iteration 15Q: 3 clusters Score -1.985168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19851694.000000 Penalty: 5927.475098
	Iteration 16Q: 3 clusters Score -1.985169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154604 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19851698.000000 Penalty: 5927.475098
	Iteration 17Q: 3 clusters Score -1.98517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154609 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19851706.000000 Penalty: 5927.475098
	Iteration 18Q: 3 clusters Score -1.985171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19851722.000000 Penalty: 5927.475098
	Iteration 19Q: 3 clusters Score -1.985172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154616 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19851714.000000 Penalty: 5927.475098
	Iteration 20F: 3 clusters Score -1.985171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154617 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19851724.000000 Penalty: 5927.475098
	Iteration 21Q: 3 clusters Score -1.985172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154617 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19851724.000000 Penalty: 5927.475098
	Iteration 22F: 3 clusters Score -1.985172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Entering Unmasked Estep 
Score: -9164547.000000 Penalty: 2771.028320
	Iteration 0F: 2 clusters Score -9164547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -9116667.000000 Penalty: 5542.056641
	Iteration 0F: 3 clusters Score -9116667 nChanged 33545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -9136050.000000 Penalty: 5542.056641
	Iteration 1F: 3 clusters Score -9136050 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -9137159.000000 Penalty: 5542.056641
	Iteration 2Q: 3 clusters Score -9137159 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -9138575.000000 Penalty: 5542.056641
	Iteration 3Q: 3 clusters Score -9138575 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -9140420.000000 Penalty: 5542.056641
	Iteration 4F: 3 clusters Score -9140420 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -9143137.000000 Penalty: 5542.056641
	Iteration 5F: 3 clusters Score -9143137 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -9146605.000000 Penalty: 5542.056641
	Iteration 6F: 3 clusters Score -9146605 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -9150839.000000 Penalty: 5542.056641
	Iteration 7F: 3 clusters Score -9150839 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -9154741.000000 Penalty: 5542.056641
	Iteration 8F: 3 clusters Score -9154741 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -9157794.000000 Penalty: 5542.056641
	Iteration 9Q: 3 clusters Score -9157794 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -9159698.000000 Penalty: 5542.056641
	Iteration 10Q: 3 clusters Score -9159698 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9160753.000000 Penalty: 5542.056641
	Iteration 11Q: 3 clusters Score -9160753 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9161256.000000 Penalty: 5542.056641
	Iteration 12Q: 3 clusters Score -9161256 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9161594.000000 Penalty: 5542.056641
	Iteration 13Q: 3 clusters Score -9161594 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9161806.000000 Penalty: 5542.056641
	Iteration 14Q: 3 clusters Score -9161806 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9161946.000000 Penalty: 5542.056641
	Iteration 15Q: 3 clusters Score -9161946 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9162020.000000 Penalty: 5542.056641
	Iteration 16Q: 3 clusters Score -9162020 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9162073.000000 Penalty: 5542.056641
	Iteration 17Q: 3 clusters Score -9162073 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9162096.000000 Penalty: 5542.056641
	Iteration 18Q: 3 clusters Score -9162096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9162124.000000 Penalty: 5542.056641
	Iteration 19Q: 3 clusters Score -9162124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9162152.000000 Penalty: 5542.056641
	Iteration 20F: 3 clusters Score -9162152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9162185.000000 Penalty: 5542.056641
	Iteration 21Q: 3 clusters Score -9162185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9162228.000000 Penalty: 5542.056641
	Iteration 22Q: 3 clusters Score -9162228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9162223.000000 Penalty: 5542.056641
	Iteration 23Q: 3 clusters Score -9162223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9162235.000000 Penalty: 5542.056641
	Iteration 24Q: 3 clusters Score -9162235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9162248.000000 Penalty: 5542.056641
	Iteration 25Q: 3 clusters Score -9162248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9162239.000000 Penalty: 5542.056641
	Iteration 26Q: 3 clusters Score -9162239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9162246.000000 Penalty: 5542.056641
	Iteration 27Q: 3 clusters Score -9162246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9162245.000000 Penalty: 5542.056641
	Iteration 28Q: 3 clusters Score -9162245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9162251.000000 Penalty: 5542.056641
	Iteration 29Q: 3 clusters Score -9162251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9162254.000000 Penalty: 5542.056641
	Iteration 30Q: 3 clusters Score -9162254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9162249.000000 Penalty: 5542.056641
	Iteration 31Q: 3 clusters Score -9162249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9162255.000000 Penalty: 5542.056641
	Iteration 32Q: 3 clusters Score -9162255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9162253.000000 Penalty: 5542.056641
	Iteration 33Q: 3 clusters Score -9162253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9162260.000000 Penalty: 5542.056641
	Iteration 34Q: 3 clusters Score -9162260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9162258.000000 Penalty: 5542.056641
	Iteration 35Q: 3 clusters Score -9162258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9162257.000000 Penalty: 5542.056641
	Iteration 36Q: 3 clusters Score -9162257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9162257.000000 Penalty: 5542.056641
	Iteration 37Q: 3 clusters Score -9162257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9162255.000000 Penalty: 5542.056641
	Iteration 38Q: 3 clusters Score -9162255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9162255.000000 Penalty: 5542.056641
	Iteration 39F: 3 clusters Score -9162255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Entering Unmasked Estep 
Score: -2207140.000000 Penalty: 2419.955322
	Iteration 0F: 2 clusters Score -2207140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2194804.250000 Penalty: 4839.910645
	Iteration 0F: 3 clusters Score -2194804 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2198746.250000 Penalty: 4839.910645
	Iteration 1F: 3 clusters Score -2198746 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2199141.500000 Penalty: 4839.910645
	Iteration 2F: 3 clusters Score -2199142 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2199480.750000 Penalty: 4839.910645
	Iteration 3Q: 3 clusters Score -2199481 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2199830.500000 Penalty: 4839.910645
	Iteration 4Q: 3 clusters Score -2199830 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2200189.750000 Penalty: 4839.910645
	Iteration 5Q: 3 clusters Score -2200190 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2200605.250000 Penalty: 4839.910645
	Iteration 6Q: 3 clusters Score -2200605 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2201070.000000 Penalty: 4839.910645
	Iteration 7Q: 3 clusters Score -2201070 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2201625.000000 Penalty: 4839.910645
	Iteration 8Q: 3 clusters Score -2201625 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2202256.250000 Penalty: 4839.910645
	Iteration 9F: 3 clusters Score -2202256 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2202931.000000 Penalty: 4839.910645
	Iteration 10Q: 3 clusters Score -2202931 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2203563.750000 Penalty: 4839.910645
	Iteration 11Q: 3 clusters Score -2203564 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2204074.250000 Penalty: 4839.910645
	Iteration 12Q: 3 clusters Score -2204074 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2204448.750000 Penalty: 4839.910645
	Iteration 13Q: 3 clusters Score -2204449 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2204711.750000 Penalty: 4839.910645
	Iteration 14Q: 3 clusters Score -2204712 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2204869.000000 Penalty: 4839.910645
	Iteration 15Q: 3 clusters Score -2204869 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2204959.000000 Penalty: 4839.910645
	Iteration 16Q: 3 clusters Score -2204959 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2205022.500000 Penalty: 4839.910645
	Iteration 17Q: 3 clusters Score -2205022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2205064.750000 Penalty: 4839.910645
	Iteration 18Q: 3 clusters Score -2205065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2205094.500000 Penalty: 4839.910645
	Iteration 19Q: 3 clusters Score -2205094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2205134.000000 Penalty: 4839.910645
	Iteration 20F: 3 clusters Score -2205134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2205162.500000 Penalty: 4839.910645
	Iteration 21Q: 3 clusters Score -2205162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2205179.500000 Penalty: 4839.910645
	Iteration 22Q: 3 clusters Score -2205180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2205188.250000 Penalty: 4839.910645
	Iteration 23Q: 3 clusters Score -2205188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2205203.750000 Penalty: 4839.910645
	Iteration 24Q: 3 clusters Score -2205204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2205214.750000 Penalty: 4839.910645
	Iteration 25Q: 3 clusters Score -2205215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2205226.250000 Penalty: 4839.910645
	Iteration 26Q: 3 clusters Score -2205226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2205232.250000 Penalty: 4839.910645
	Iteration 27Q: 3 clusters Score -2205232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2205240.750000 Penalty: 4839.910645
	Iteration 28Q: 3 clusters Score -2205241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2205255.750000 Penalty: 4839.910645
	Iteration 29Q: 3 clusters Score -2205256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2205262.000000 Penalty: 4839.910645
	Iteration 30Q: 3 clusters Score -2205262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2205270.000000 Penalty: 4839.910645
	Iteration 31Q: 3 clusters Score -2205270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2205279.750000 Penalty: 4839.910645
	Iteration 32Q: 3 clusters Score -2205280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2205280.000000 Penalty: 4839.910645
	Iteration 33Q: 3 clusters Score -2205280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2205280.500000 Penalty: 4839.910645
	Iteration 34Q: 3 clusters Score -2205280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2205281.750000 Penalty: 4839.910645
	Iteration 35Q: 3 clusters Score -2205282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2205286.250000 Penalty: 4839.910645
	Iteration 36Q: 3 clusters Score -2205286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2205283.250000 Penalty: 4839.910645
	Iteration 37Q: 3 clusters Score -2205283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2205284.250000 Penalty: 4839.910645
	Iteration 38Q: 3 clusters Score -2205284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2205284.000000 Penalty: 4839.910645
	Iteration 39Q: 3 clusters Score -2205284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2205286.750000 Penalty: 4839.910645
	Iteration 40F: 3 clusters Score -2205287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2205288.000000 Penalty: 4839.910645
	Iteration 41Q: 3 clusters Score -2205288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2205287.250000 Penalty: 4839.910645
	Iteration 42Q: 3 clusters Score -2205287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2205289.250000 Penalty: 4839.910645
	Iteration 43Q: 3 clusters Score -2205289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2205291.000000 Penalty: 4839.910645
	Iteration 44Q: 3 clusters Score -2205291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2205291.000000 Penalty: 4839.910645
	Iteration 45F: 3 clusters Score -2205291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Entering Unmasked Estep 
Score: -648183.625000 Penalty: 2115.467041
	Iteration 0F: 2 clusters Score -648183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -643666.500000 Penalty: 4230.934082
	Iteration 0F: 3 clusters Score -643666.5 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -644821.812500 Penalty: 4230.934082
	Iteration 1F: 3 clusters Score -644821.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -645063.687500 Penalty: 4230.934082
	Iteration 2F: 3 clusters Score -645063.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -645286.875000 Penalty: 4230.934082
	Iteration 3F: 3 clusters Score -645286.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -645525.375000 Penalty: 4230.934082
	Iteration 4F: 3 clusters Score -645525.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -645757.875000 Penalty: 4230.934082
	Iteration 5Q: 3 clusters Score -645757.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -646023.625000 Penalty: 4230.934082
	Iteration 6F: 3 clusters Score -646023.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -646260.687500 Penalty: 4230.934082
	Iteration 7F: 3 clusters Score -646260.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -646430.437500 Penalty: 4230.934082
	Iteration 8Q: 3 clusters Score -646430.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -646550.250000 Penalty: 4230.934082
	Iteration 9Q: 3 clusters Score -646550.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -646641.625000 Penalty: 4230.934082
	Iteration 10Q: 3 clusters Score -646641.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -646716.312500 Penalty: 4230.934082
	Iteration 11Q: 3 clusters Score -646716.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -646770.750000 Penalty: 4230.934082
	Iteration 12Q: 3 clusters Score -646770.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -646808.562500 Penalty: 4230.934082
	Iteration 13Q: 3 clusters Score -646808.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -646845.500000 Penalty: 4230.934082
	Iteration 14Q: 3 clusters Score -646845.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -646872.062500 Penalty: 4230.934082
	Iteration 15Q: 3 clusters Score -646872.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -646893.500000 Penalty: 4230.934082
	Iteration 16Q: 3 clusters Score -646893.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -646908.062500 Penalty: 4230.934082
	Iteration 17Q: 3 clusters Score -646908.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -646921.937500 Penalty: 4230.934082
	Iteration 18Q: 3 clusters Score -646921.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -646935.312500 Penalty: 4230.934082
	Iteration 19Q: 3 clusters Score -646935.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -646944.187500 Penalty: 4230.934082
	Iteration 20F: 3 clusters Score -646944.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -646951.312500 Penalty: 4230.934082
	Iteration 21Q: 3 clusters Score -646951.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -646956.812500 Penalty: 4230.934082
	Iteration 22Q: 3 clusters Score -646956.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -646961.687500 Penalty: 4230.934082
	Iteration 23Q: 3 clusters Score -646961.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -646962.437500 Penalty: 4230.934082
	Iteration 24Q: 3 clusters Score -646962.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -646969.375000 Penalty: 4230.934082
	Iteration 25Q: 3 clusters Score -646969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -646973.437500 Penalty: 4230.934082
	Iteration 26Q: 3 clusters Score -646973.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -646978.937500 Penalty: 4230.934082
	Iteration 27Q: 3 clusters Score -646978.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -646981.687500 Penalty: 4230.934082
	Iteration 28Q: 3 clusters Score -646981.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -646987.062500 Penalty: 4230.934082
	Iteration 29Q: 3 clusters Score -646987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -646988.187500 Penalty: 4230.934082
	Iteration 30Q: 3 clusters Score -646988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -646993.750000 Penalty: 4230.934082
	Iteration 31Q: 3 clusters Score -646993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -646995.937500 Penalty: 4230.934082
	Iteration 32Q: 3 clusters Score -646995.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -647000.750000 Penalty: 4230.934082
	Iteration 33Q: 3 clusters Score -647000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -647002.750000 Penalty: 4230.934082
	Iteration 34Q: 3 clusters Score -647002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -647003.875000 Penalty: 4230.934082
	Iteration 35Q: 3 clusters Score -647003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -647006.062500 Penalty: 4230.934082
	Iteration 36Q: 3 clusters Score -647006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -647008.250000 Penalty: 4230.934082
	Iteration 37Q: 3 clusters Score -647008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -647008.625000 Penalty: 4230.934082
	Iteration 38Q: 3 clusters Score -647008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -647011.375000 Penalty: 4230.934082
	Iteration 39Q: 3 clusters Score -647011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -647011.687500 Penalty: 4230.934082
	Iteration 40F: 3 clusters Score -647011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -647011.437500 Penalty: 4230.934082
	Iteration 41Q: 3 clusters Score -647011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -647012.125000 Penalty: 4230.934082
	Iteration 42Q: 3 clusters Score -647012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -647012.937500 Penalty: 4230.934082
	Iteration 43Q: 3 clusters Score -647012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -647014.000000 Penalty: 4230.934082
	Iteration 44Q: 3 clusters Score -647014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -647014.187500 Penalty: 4230.934082
	Iteration 45Q: 3 clusters Score -647014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -647013.875000 Penalty: 4230.934082
	Iteration 46Q: 3 clusters Score -647013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -647013.312500 Penalty: 4230.934082
	Iteration 47Q: 3 clusters Score -647013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -647013.312500 Penalty: 4230.934082
	Iteration 48F: 3 clusters Score -647013.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -98741.203125 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -98741.2 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 473 members 
Entering Unmasked Estep 
Score: -96991.710938 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -96991.71 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -97613.945312 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -97613.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -97992.687500 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -97992.69 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -98344.515625 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -98344.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -98549.789062 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -98549.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -98661.523438 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -98661.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -98752.703125 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -98752.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -98826.015625 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -98826.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -98872.578125 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -98872.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -98894.796875 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -98894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98901.843750 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -98901.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -98903.093750 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -98903.09 nChanged 2
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: -98906.046875 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -98906.05 nChanged 0
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: -98906.046875 Penalty: 3398.712158
	Iteration 13F: 3 clusters Score -98906.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25107 members 
Mstep: Class 3 contains 13671 members 
Mstep: Class 4 contains 31430 members 
Mstep: Class 5 contains 25334 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11783 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21640 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154903 members 
Mstep: Class 15 contains 71218 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6911 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 638 members 
Entering Unmasked Estep 
Score: -77990752.000000 Penalty: 99327.773438
Splitting cluster 18 changes total score from -77992176.000000 to -77990752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -49283.671875 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -49283.67 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 237 members 
Entering Unmasked Estep 
Score: -47856.449219 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -47856.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48194.839844 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -48194.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48289.015625 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -48289.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48467.546875 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -48467.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48621.898438 Penalty: 3062.197998
	Iteration 4F: 3 clusters Score -48621.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48804.742188 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -48804.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48971.210938 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -48971.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49081.511719 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -49081.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49100.234375 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -49100.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49112.574219 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -49112.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49116.066406 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -49116.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49126.886719 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -49126.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49134.269531 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -49134.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49136.390625 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -49136.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49139.945312 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -49139.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49143.609375 Penalty: 3062.197998
	Iteration 15Q: 3 clusters Score -49143.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49144.871094 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -49144.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49144.871094 Penalty: 3062.197998
	Iteration 17F: 3 clusters Score -49144.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -192077.703125 Penalty: 1838.065918
	Iteration 0F: 2 clusters Score -192077.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -189693.718750 Penalty: 3676.131836
	Iteration 0F: 3 clusters Score -189693.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -190139.921875 Penalty: 3676.131836
	Iteration 1F: 3 clusters Score -190139.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -190343.796875 Penalty: 3676.131836
	Iteration 2F: 3 clusters Score -190343.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -190467.734375 Penalty: 3676.131836
	Iteration 3F: 3 clusters Score -190467.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -190569.765625 Penalty: 3676.131836
	Iteration 4F: 3 clusters Score -190569.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -190648.937500 Penalty: 3676.131836
	Iteration 5Q: 3 clusters Score -190648.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190712.656250 Penalty: 3676.131836
	Iteration 6Q: 3 clusters Score -190712.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190765.984375 Penalty: 3676.131836
	Iteration 7Q: 3 clusters Score -190766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -190813.859375 Penalty: 3676.131836
	Iteration 8Q: 3 clusters Score -190813.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190853.218750 Penalty: 3676.131836
	Iteration 9Q: 3 clusters Score -190853.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190900.562500 Penalty: 3676.131836
	Iteration 10Q: 3 clusters Score -190900.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190929.093750 Penalty: 3676.131836
	Iteration 11Q: 3 clusters Score -190929.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -190951.546875 Penalty: 3676.131836
	Iteration 12Q: 3 clusters Score -190951.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -190970.687500 Penalty: 3676.131836
	Iteration 13Q: 3 clusters Score -190970.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -190990.687500 Penalty: 3676.131836
	Iteration 14Q: 3 clusters Score -190990.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -190998.703125 Penalty: 3676.131836
	Iteration 15Q: 3 clusters Score -190998.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -191003.953125 Penalty: 3676.131836
	Iteration 16Q: 3 clusters Score -191004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191008.750000 Penalty: 3676.131836
	Iteration 17Q: 3 clusters Score -191008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191010.171875 Penalty: 3676.131836
	Iteration 18Q: 3 clusters Score -191010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -191012.765625 Penalty: 3676.131836
	Iteration 19Q: 3 clusters Score -191012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -191013.187500 Penalty: 3676.131836
	Iteration 20F: 3 clusters Score -191013.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Entering Unmasked Estep 
Score: -4984763.000000 Penalty: 2622.923584
	Iteration 0F: 2 clusters Score -4984763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4958172.000000 Penalty: 5245.847168
	Iteration 0F: 3 clusters Score -4958172 nChanged 17904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -4968219.500000 Penalty: 5245.847168
	Iteration 1F: 3 clusters Score -4968220 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -4968878.000000 Penalty: 5245.847168
	Iteration 2Q: 3 clusters Score -4968878 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -4969686.000000 Penalty: 5245.847168
	Iteration 3Q: 3 clusters Score -4969686 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4970722.000000 Penalty: 5245.847168
	Iteration 4F: 3 clusters Score -4970722 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -4972092.000000 Penalty: 5245.847168
	Iteration 5F: 3 clusters Score -4972092 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4973713.000000 Penalty: 5245.847168
	Iteration 6F: 3 clusters Score -4973713 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4975475.500000 Penalty: 5245.847168
	Iteration 7F: 3 clusters Score -4975476 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4977372.500000 Penalty: 5245.847168
	Iteration 8F: 3 clusters Score -4977372 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -4979172.000000 Penalty: 5245.847168
	Iteration 9F: 3 clusters Score -4979172 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -4980575.500000 Penalty: 5245.847168
	Iteration 10Q: 3 clusters Score -4980576 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -4981441.500000 Penalty: 5245.847168
	Iteration 11Q: 3 clusters Score -4981442 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4981941.000000 Penalty: 5245.847168
	Iteration 12Q: 3 clusters Score -4981941 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -4982235.000000 Penalty: 5245.847168
	Iteration 13Q: 3 clusters Score -4982235 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -4982419.000000 Penalty: 5245.847168
	Iteration 14Q: 3 clusters Score -4982419 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -4982501.000000 Penalty: 5245.847168
	Iteration 15Q: 3 clusters Score -4982501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4982550.000000 Penalty: 5245.847168
	Iteration 16Q: 3 clusters Score -4982550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -4982573.500000 Penalty: 5245.847168
	Iteration 17Q: 3 clusters Score -4982574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -4982603.500000 Penalty: 5245.847168
	Iteration 18Q: 3 clusters Score -4982604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -4982609.500000 Penalty: 5245.847168
	Iteration 19Q: 3 clusters Score -4982610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -4982618.500000 Penalty: 5245.847168
	Iteration 20F: 3 clusters Score -4982618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4982621.500000 Penalty: 5245.847168
	Iteration 21Q: 3 clusters Score -4982622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -4982627.000000 Penalty: 5245.847168
	Iteration 22Q: 3 clusters Score -4982627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4982627.000000 Penalty: 5245.847168
	Iteration 23Q: 3 clusters Score -4982627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -4982627.000000 Penalty: 5245.847168
	Iteration 24Q: 3 clusters Score -4982627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -4982627.500000 Penalty: 5245.847168
	Iteration 25Q: 3 clusters Score -4982628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -4982631.500000 Penalty: 5245.847168
	Iteration 26Q: 3 clusters Score -4982632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4982638.000000 Penalty: 5245.847168
	Iteration 27Q: 3 clusters Score -4982638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -4982641.000000 Penalty: 5245.847168
	Iteration 28Q: 3 clusters Score -4982641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -4982642.500000 Penalty: 5245.847168
	Iteration 29Q: 3 clusters Score -4982642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -4982650.000000 Penalty: 5245.847168
	Iteration 30Q: 3 clusters Score -4982650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -4982651.000000 Penalty: 5245.847168
	Iteration 31Q: 3 clusters Score -4982651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -4982651.000000 Penalty: 5245.847168
	Iteration 32F: 3 clusters Score -4982651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Entering Unmasked Estep 
Score: -1233979.750000 Penalty: 2283.618164
	Iteration 0F: 2 clusters Score -1233980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1226280.375000 Penalty: 4567.236328
	Iteration 0F: 3 clusters Score -1226280 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1228391.625000 Penalty: 4567.236328
	Iteration 1F: 3 clusters Score -1228392 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1228741.625000 Penalty: 4567.236328
	Iteration 2F: 3 clusters Score -1228742 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1229033.000000 Penalty: 4567.236328
	Iteration 3F: 3 clusters Score -1229033 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1229275.500000 Penalty: 4567.236328
	Iteration 4Q: 3 clusters Score -1229276 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1229514.250000 Penalty: 4567.236328
	Iteration 5Q: 3 clusters Score -1229514 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1229720.250000 Penalty: 4567.236328
	Iteration 6Q: 3 clusters Score -1229720 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1229918.500000 Penalty: 4567.236328
	Iteration 7Q: 3 clusters Score -1229918 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1230084.375000 Penalty: 4567.236328
	Iteration 8Q: 3 clusters Score -1230084 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1230229.125000 Penalty: 4567.236328
	Iteration 9Q: 3 clusters Score -1230229 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1230378.500000 Penalty: 4567.236328
	Iteration 10Q: 3 clusters Score -1230378 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1230546.000000 Penalty: 4567.236328
	Iteration 11Q: 3 clusters Score -1230546 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1230714.875000 Penalty: 4567.236328
	Iteration 12Q: 3 clusters Score -1230715 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1230876.625000 Penalty: 4567.236328
	Iteration 13Q: 3 clusters Score -1230877 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1231037.125000 Penalty: 4567.236328
	Iteration 14Q: 3 clusters Score -1231037 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1231180.000000 Penalty: 4567.236328
	Iteration 15Q: 3 clusters Score -1231180 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1231337.000000 Penalty: 4567.236328
	Iteration 16Q: 3 clusters Score -1231337 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1231504.625000 Penalty: 4567.236328
	Iteration 17Q: 3 clusters Score -1231505 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1231656.125000 Penalty: 4567.236328
	Iteration 18Q: 3 clusters Score -1231656 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1231778.000000 Penalty: 4567.236328
	Iteration 19Q: 3 clusters Score -1231778 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1231882.875000 Penalty: 4567.236328
	Iteration 20F: 3 clusters Score -1231883 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1231973.375000 Penalty: 4567.236328
	Iteration 21Q: 3 clusters Score -1231973 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1232027.125000 Penalty: 4567.236328
	Iteration 22Q: 3 clusters Score -1232027 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1232076.250000 Penalty: 4567.236328
	Iteration 23Q: 3 clusters Score -1232076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1232117.250000 Penalty: 4567.236328
	Iteration 24Q: 3 clusters Score -1232117 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1232160.000000 Penalty: 4567.236328
	Iteration 25Q: 3 clusters Score -1232160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1232212.125000 Penalty: 4567.236328
	Iteration 26Q: 3 clusters Score -1232212 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1232247.000000 Penalty: 4567.236328
	Iteration 27Q: 3 clusters Score -1232247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1232272.750000 Penalty: 4567.236328
	Iteration 28Q: 3 clusters Score -1232273 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1232292.375000 Penalty: 4567.236328
	Iteration 29Q: 3 clusters Score -1232292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1232301.250000 Penalty: 4567.236328
	Iteration 30Q: 3 clusters Score -1232301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1232313.750000 Penalty: 4567.236328
	Iteration 31Q: 3 clusters Score -1232314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1232324.125000 Penalty: 4567.236328
	Iteration 32Q: 3 clusters Score -1232324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1232330.875000 Penalty: 4567.236328
	Iteration 33Q: 3 clusters Score -1232331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1232336.625000 Penalty: 4567.236328
	Iteration 34Q: 3 clusters Score -1232337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1232341.625000 Penalty: 4567.236328
	Iteration 35Q: 3 clusters Score -1232342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1232345.250000 Penalty: 4567.236328
	Iteration 36Q: 3 clusters Score -1232345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1232350.875000 Penalty: 4567.236328
	Iteration 37Q: 3 clusters Score -1232351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1232353.250000 Penalty: 4567.236328
	Iteration 38Q: 3 clusters Score -1232353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1232352.375000 Penalty: 4567.236328
	Iteration 39Q: 3 clusters Score -1232352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1232355.125000 Penalty: 4567.236328
	Iteration 40F: 3 clusters Score -1232355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1232355.125000 Penalty: 4567.236328
	Iteration 41Q: 3 clusters Score -1232355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1232358.000000 Penalty: 4567.236328
	Iteration 42Q: 3 clusters Score -1232358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1232362.125000 Penalty: 4567.236328
	Iteration 43Q: 3 clusters Score -1232362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1232364.250000 Penalty: 4567.236328
	Iteration 44Q: 3 clusters Score -1232364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1232371.875000 Penalty: 4567.236328
	Iteration 45Q: 3 clusters Score -1232372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1232373.750000 Penalty: 4567.236328
	Iteration 46Q: 3 clusters Score -1232374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1232382.375000 Penalty: 4567.236328
	Iteration 47Q: 3 clusters Score -1232382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1232382.375000 Penalty: 4567.236328
	Iteration 48Q: 3 clusters Score -1232382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1232386.250000 Penalty: 4567.236328
	Iteration 49Q: 3 clusters Score -1232386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1232390.875000 Penalty: 4567.236328
	Iteration 50Q: 3 clusters Score -1232391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1232391.500000 Penalty: 4567.236328
	Iteration 51Q: 3 clusters Score -1232392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1232394.125000 Penalty: 4567.236328
	Iteration 52Q: 3 clusters Score -1232394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1232396.000000 Penalty: 4567.236328
	Iteration 53Q: 3 clusters Score -1232396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1232397.500000 Penalty: 4567.236328
	Iteration 54Q: 3 clusters Score -1232398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1232399.375000 Penalty: 4567.236328
	Iteration 55Q: 3 clusters Score -1232399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1232402.625000 Penalty: 4567.236328
	Iteration 56Q: 3 clusters Score -1232403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1232409.625000 Penalty: 4567.236328
	Iteration 57Q: 3 clusters Score -1232410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1232408.500000 Penalty: 4567.236328
	Iteration 58Q: 3 clusters Score -1232408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1232408.500000 Penalty: 4567.236328
	Iteration 59Q: 3 clusters Score -1232408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1232410.375000 Penalty: 4567.236328
	Iteration 60F: 3 clusters Score -1232410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1232412.875000 Penalty: 4567.236328
	Iteration 61Q: 3 clusters Score -1232413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1232412.750000 Penalty: 4567.236328
	Iteration 62Q: 3 clusters Score -1232413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1232412.625000 Penalty: 4567.236328
	Iteration 63Q: 3 clusters Score -1232413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1232411.375000 Penalty: 4567.236328
	Iteration 64Q: 3 clusters Score -1232411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1232411.375000 Penalty: 4567.236328
	Iteration 65F: 3 clusters Score -1232411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (102595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Entering Unmasked Estep 
Score: -13069829.000000 Penalty: 2861.559082
	Iteration 0F: 2 clusters Score -1.306983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -13001063.000000 Penalty: 5723.118164
	Iteration 0F: 3 clusters Score -1.300106e+07 nChanged 48762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -13029317.000000 Penalty: 5723.118164
	Iteration 1F: 3 clusters Score -1.302932e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -13030285.000000 Penalty: 5723.118164
	Iteration 2Q: 3 clusters Score -1.303028e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -13031418.000000 Penalty: 5723.118164
	Iteration 3Q: 3 clusters Score -1.303142e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -13032684.000000 Penalty: 5723.118164
	Iteration 4Q: 3 clusters Score -1.303268e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -13034225.000000 Penalty: 5723.118164
	Iteration 5Q: 3 clusters Score -1.303422e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -13036138.000000 Penalty: 5723.118164
	Iteration 6Q: 3 clusters Score -1.303614e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -13038138.000000 Penalty: 5723.118164
	Iteration 7Q: 3 clusters Score -1.303814e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -13040591.000000 Penalty: 5723.118164
	Iteration 8F: 3 clusters Score -1.304059e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -13043157.000000 Penalty: 5723.118164
	Iteration 9F: 3 clusters Score -1.304316e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -13045600.000000 Penalty: 5723.118164
	Iteration 10F: 3 clusters Score -1.30456e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -13047800.000000 Penalty: 5723.118164
	Iteration 11Q: 3 clusters Score -1.30478e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -13049693.000000 Penalty: 5723.118164
	Iteration 12Q: 3 clusters Score -1.304969e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -13051390.000000 Penalty: 5723.118164
	Iteration 13Q: 3 clusters Score -1.305139e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -13053037.000000 Penalty: 5723.118164
	Iteration 14Q: 3 clusters Score -1.305304e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -13054565.000000 Penalty: 5723.118164
	Iteration 15Q: 3 clusters Score -1.305456e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -13055751.000000 Penalty: 5723.118164
	Iteration 16Q: 3 clusters Score -1.305575e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -13056729.000000 Penalty: 5723.118164
	Iteration 17Q: 3 clusters Score -1.305673e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -13057543.000000 Penalty: 5723.118164
	Iteration 18Q: 3 clusters Score -1.305754e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -13058249.000000 Penalty: 5723.118164
	Iteration 19Q: 3 clusters Score -1.305825e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -13058768.000000 Penalty: 5723.118164
	Iteration 20F: 3 clusters Score -1.305877e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -13059337.000000 Penalty: 5723.118164
	Iteration 21Q: 3 clusters Score -1.305934e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -13059794.000000 Penalty: 5723.118164
	Iteration 22Q: 3 clusters Score -1.305979e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -13060373.000000 Penalty: 5723.118164
	Iteration 23Q: 3 clusters Score -1.306037e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -13060804.000000 Penalty: 5723.118164
	Iteration 24Q: 3 clusters Score -1.30608e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -13061183.000000 Penalty: 5723.118164
	Iteration 25Q: 3 clusters Score -1.306118e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -13061635.000000 Penalty: 5723.118164
	Iteration 26Q: 3 clusters Score -1.306164e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -13062029.000000 Penalty: 5723.118164
	Iteration 27Q: 3 clusters Score -1.306203e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -13062376.000000 Penalty: 5723.118164
	Iteration 28Q: 3 clusters Score -1.306238e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -13062706.000000 Penalty: 5723.118164
	Iteration 29Q: 3 clusters Score -1.306271e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -13063047.000000 Penalty: 5723.118164
	Iteration 30Q: 3 clusters Score -1.306305e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -13063221.000000 Penalty: 5723.118164
	Iteration 31Q: 3 clusters Score -1.306322e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -13063370.000000 Penalty: 5723.118164
	Iteration 32Q: 3 clusters Score -1.306337e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -13063568.000000 Penalty: 5723.118164
	Iteration 33Q: 3 clusters Score -1.306357e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -13063690.000000 Penalty: 5723.118164
	Iteration 34Q: 3 clusters Score -1.306369e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -13063788.000000 Penalty: 5723.118164
	Iteration 35Q: 3 clusters Score -1.306379e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -13063832.000000 Penalty: 5723.118164
	Iteration 36Q: 3 clusters Score -1.306383e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -13063909.000000 Penalty: 5723.118164
	Iteration 37Q: 3 clusters Score -1.306391e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -13063934.000000 Penalty: 5723.118164
	Iteration 38Q: 3 clusters Score -1.306393e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -13064007.000000 Penalty: 5723.118164
	Iteration 39Q: 3 clusters Score -1.306401e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -13064062.000000 Penalty: 5723.118164
	Iteration 40F: 3 clusters Score -1.306406e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -13064064.000000 Penalty: 5723.118164
	Iteration 41Q: 3 clusters Score -1.306406e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -13064120.000000 Penalty: 5723.118164
	Iteration 42Q: 3 clusters Score -1.306412e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -13064110.000000 Penalty: 5723.118164
	Iteration 43Q: 3 clusters Score -1.306411e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -13064170.000000 Penalty: 5723.118164
	Iteration 44Q: 3 clusters Score -1.306417e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -13064225.000000 Penalty: 5723.118164
	Iteration 45Q: 3 clusters Score -1.306422e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -13064244.000000 Penalty: 5723.118164
	Iteration 46Q: 3 clusters Score -1.306424e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83822 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -13064262.000000 Penalty: 5723.118164
	Iteration 47Q: 3 clusters Score -1.306426e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -13064292.000000 Penalty: 5723.118164
	Iteration 48Q: 3 clusters Score -1.306429e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -13064316.000000 Penalty: 5723.118164
	Iteration 49Q: 3 clusters Score -1.306432e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -13064339.000000 Penalty: 5723.118164
	Iteration 50Q: 3 clusters Score -1.306434e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84752 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -13064344.000000 Penalty: 5723.118164
	Iteration 51Q: 3 clusters Score -1.306434e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -13064374.000000 Penalty: 5723.118164
	Iteration 52Q: 3 clusters Score -1.306437e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -13064385.000000 Penalty: 5723.118164
	Iteration 53Q: 3 clusters Score -1.306438e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -13064420.000000 Penalty: 5723.118164
	Iteration 54Q: 3 clusters Score -1.306442e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -13064411.000000 Penalty: 5723.118164
	Iteration 55Q: 3 clusters Score -1.306441e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -13064420.000000 Penalty: 5723.118164
	Iteration 56Q: 3 clusters Score -1.306442e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85901 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -13064439.000000 Penalty: 5723.118164
	Iteration 57Q: 3 clusters Score -1.306444e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86062 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -13064463.000000 Penalty: 5723.118164
	Iteration 58Q: 3 clusters Score -1.306446e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -13064458.000000 Penalty: 5723.118164
	Iteration 59Q: 3 clusters Score -1.306446e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -13064465.000000 Penalty: 5723.118164
	Iteration 60F: 3 clusters Score -1.306446e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -13064465.000000 Penalty: 5723.118164
	Iteration 61Q: 3 clusters Score -1.306446e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -13064480.000000 Penalty: 5723.118164
	Iteration 62Q: 3 clusters Score -1.306448e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -13064486.000000 Penalty: 5723.118164
	Iteration 63Q: 3 clusters Score -1.306449e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -13064485.000000 Penalty: 5723.118164
	Iteration 64Q: 3 clusters Score -1.306448e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87001 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -13064499.000000 Penalty: 5723.118164
	Iteration 65Q: 3 clusters Score -1.30645e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -13064482.000000 Penalty: 5723.118164
	Iteration 66Q: 3 clusters Score -1.306448e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -13064499.000000 Penalty: 5723.118164
	Iteration 67Q: 3 clusters Score -1.30645e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -13064501.000000 Penalty: 5723.118164
	Iteration 68Q: 3 clusters Score -1.30645e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -13064508.000000 Penalty: 5723.118164
	Iteration 69Q: 3 clusters Score -1.306451e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -13064510.000000 Penalty: 5723.118164
	Iteration 70Q: 3 clusters Score -1.306451e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -13064509.000000 Penalty: 5723.118164
	Iteration 71Q: 3 clusters Score -1.306451e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -13064523.000000 Penalty: 5723.118164
	Iteration 72Q: 3 clusters Score -1.306452e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -13064528.000000 Penalty: 5723.118164
	Iteration 73Q: 3 clusters Score -1.306453e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -13064572.000000 Penalty: 5723.118164
	Iteration 74Q: 3 clusters Score -1.306457e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -13064541.000000 Penalty: 5723.118164
	Iteration 75Q: 3 clusters Score -1.306454e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -13064552.000000 Penalty: 5723.118164
	Iteration 76Q: 3 clusters Score -1.306455e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -13064549.000000 Penalty: 5723.118164
	Iteration 77Q: 3 clusters Score -1.306455e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -13064573.000000 Penalty: 5723.118164
	Iteration 78Q: 3 clusters Score -1.306457e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -13064601.000000 Penalty: 5723.118164
	Iteration 79Q: 3 clusters Score -1.30646e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -13064589.000000 Penalty: 5723.118164
	Iteration 80F: 3 clusters Score -1.306459e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89224 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -13064627.000000 Penalty: 5723.118164
	Iteration 81Q: 3 clusters Score -1.306463e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -13064664.000000 Penalty: 5723.118164
	Iteration 82Q: 3 clusters Score -1.306466e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -13064694.000000 Penalty: 5723.118164
	Iteration 83Q: 3 clusters Score -1.306469e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89788 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -13064703.000000 Penalty: 5723.118164
	Iteration 84Q: 3 clusters Score -1.30647e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -13064710.000000 Penalty: 5723.118164
	Iteration 85Q: 3 clusters Score -1.306471e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -13064765.000000 Penalty: 5723.118164
	Iteration 86Q: 3 clusters Score -1.306476e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -13064796.000000 Penalty: 5723.118164
	Iteration 87Q: 3 clusters Score -1.30648e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -13064803.000000 Penalty: 5723.118164
	Iteration 88Q: 3 clusters Score -1.30648e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -13064825.000000 Penalty: 5723.118164
	Iteration 89Q: 3 clusters Score -1.306482e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -13064880.000000 Penalty: 5723.118164
	Iteration 90Q: 3 clusters Score -1.306488e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -13064867.000000 Penalty: 5723.118164
	Iteration 91Q: 3 clusters Score -1.306487e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -13064896.000000 Penalty: 5723.118164
	Iteration 92Q: 3 clusters Score -1.30649e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -13064902.000000 Penalty: 5723.118164
	Iteration 93Q: 3 clusters Score -1.30649e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -13064964.000000 Penalty: 5723.118164
	Iteration 94Q: 3 clusters Score -1.306496e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -13064983.000000 Penalty: 5723.118164
	Iteration 95Q: 3 clusters Score -1.306498e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -13064996.000000 Penalty: 5723.118164
	Iteration 96Q: 3 clusters Score -1.3065e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -13064998.000000 Penalty: 5723.118164
	Iteration 97Q: 3 clusters Score -1.3065e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -13064983.000000 Penalty: 5723.118164
	Iteration 98Q: 3 clusters Score -1.306498e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -13064980.000000 Penalty: 5723.118164
	Iteration 99Q: 3 clusters Score -1.306498e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92551 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -13064983.000000 Penalty: 5723.118164
	Iteration 100F: 3 clusters Score -1.306498e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92751 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -13065016.000000 Penalty: 5723.118164
	Iteration 101Q: 3 clusters Score -1.306502e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -13065047.000000 Penalty: 5723.118164
	Iteration 102Q: 3 clusters Score -1.306505e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93151 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -13065040.000000 Penalty: 5723.118164
	Iteration 103Q: 3 clusters Score -1.306504e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -13065101.000000 Penalty: 5723.118164
	Iteration 104Q: 3 clusters Score -1.30651e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -13065151.000000 Penalty: 5723.118164
	Iteration 105Q: 3 clusters Score -1.306515e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -13065179.000000 Penalty: 5723.118164
	Iteration 106Q: 3 clusters Score -1.306518e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94075 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -13065222.000000 Penalty: 5723.118164
	Iteration 107Q: 3 clusters Score -1.306522e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94294 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -13065246.000000 Penalty: 5723.118164
	Iteration 108Q: 3 clusters Score -1.306525e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -13065274.000000 Penalty: 5723.118164
	Iteration 109Q: 3 clusters Score -1.306527e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -13065312.000000 Penalty: 5723.118164
	Iteration 110Q: 3 clusters Score -1.306531e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -13065344.000000 Penalty: 5723.118164
	Iteration 111Q: 3 clusters Score -1.306534e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95275 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -13065425.000000 Penalty: 5723.118164
	Iteration 112Q: 3 clusters Score -1.306542e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95540 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -13065465.000000 Penalty: 5723.118164
	Iteration 113Q: 3 clusters Score -1.306546e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -13065508.000000 Penalty: 5723.118164
	Iteration 114Q: 3 clusters Score -1.306551e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -13065571.000000 Penalty: 5723.118164
	Iteration 115Q: 3 clusters Score -1.306557e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -13065619.000000 Penalty: 5723.118164
	Iteration 116Q: 3 clusters Score -1.306562e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -13065677.000000 Penalty: 5723.118164
	Iteration 117Q: 3 clusters Score -1.306568e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -13065721.000000 Penalty: 5723.118164
	Iteration 118Q: 3 clusters Score -1.306572e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -13065789.000000 Penalty: 5723.118164
	Iteration 119Q: 3 clusters Score -1.306579e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97270 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -13065902.000000 Penalty: 5723.118164
	Iteration 120F: 3 clusters Score -1.30659e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -13065934.000000 Penalty: 5723.118164
	Iteration 121Q: 3 clusters Score -1.306593e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -13066001.000000 Penalty: 5723.118164
	Iteration 122Q: 3 clusters Score -1.3066e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -13066076.000000 Penalty: 5723.118164
	Iteration 123Q: 3 clusters Score -1.306608e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98322 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -13066187.000000 Penalty: 5723.118164
	Iteration 124Q: 3 clusters Score -1.306619e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -13066296.000000 Penalty: 5723.118164
	Iteration 125Q: 3 clusters Score -1.30663e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -13066412.000000 Penalty: 5723.118164
	Iteration 126Q: 3 clusters Score -1.306641e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -13066507.000000 Penalty: 5723.118164
	Iteration 127Q: 3 clusters Score -1.306651e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -13066593.000000 Penalty: 5723.118164
	Iteration 128Q: 3 clusters Score -1.306659e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -13066632.000000 Penalty: 5723.118164
	Iteration 129Q: 3 clusters Score -1.306663e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13066683.000000 Penalty: 5723.118164
	Iteration 130Q: 3 clusters Score -1.306668e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -13066717.000000 Penalty: 5723.118164
	Iteration 131Q: 3 clusters Score -1.306672e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -13066784.000000 Penalty: 5723.118164
	Iteration 132Q: 3 clusters Score -1.306678e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -13066840.000000 Penalty: 5723.118164
	Iteration 133Q: 3 clusters Score -1.306684e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -13066909.000000 Penalty: 5723.118164
	Iteration 134Q: 3 clusters Score -1.306691e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100571 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13066926.000000 Penalty: 5723.118164
	Iteration 135Q: 3 clusters Score -1.306693e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13066946.000000 Penalty: 5723.118164
	Iteration 136Q: 3 clusters Score -1.306695e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -13066963.000000 Penalty: 5723.118164
	Iteration 137Q: 3 clusters Score -1.306696e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -13066997.000000 Penalty: 5723.118164
	Iteration 138Q: 3 clusters Score -1.3067e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -13067041.000000 Penalty: 5723.118164
	Iteration 139Q: 3 clusters Score -1.306704e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -13067080.000000 Penalty: 5723.118164
	Iteration 140F: 3 clusters Score -1.306708e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101086 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -13067146.000000 Penalty: 5723.118164
	Iteration 141Q: 3 clusters Score -1.306715e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -13067167.000000 Penalty: 5723.118164
	Iteration 142Q: 3 clusters Score -1.306717e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13067182.000000 Penalty: 5723.118164
	Iteration 143Q: 3 clusters Score -1.306718e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13067233.000000 Penalty: 5723.118164
	Iteration 144Q: 3 clusters Score -1.306723e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13067238.000000 Penalty: 5723.118164
	Iteration 145Q: 3 clusters Score -1.306724e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101369 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13067272.000000 Penalty: 5723.118164
	Iteration 146Q: 3 clusters Score -1.306727e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13067287.000000 Penalty: 5723.118164
	Iteration 147Q: 3 clusters Score -1.306729e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13067288.000000 Penalty: 5723.118164
	Iteration 148Q: 3 clusters Score -1.306729e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13067322.000000 Penalty: 5723.118164
	Iteration 149Q: 3 clusters Score -1.306732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101503 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13067336.000000 Penalty: 5723.118164
	Iteration 150Q: 3 clusters Score -1.306734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101527 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13067364.000000 Penalty: 5723.118164
	Iteration 151Q: 3 clusters Score -1.306736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13067377.000000 Penalty: 5723.118164
	Iteration 152Q: 3 clusters Score -1.306738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13067379.000000 Penalty: 5723.118164
	Iteration 153Q: 3 clusters Score -1.306738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13067394.000000 Penalty: 5723.118164
	Iteration 154Q: 3 clusters Score -1.306739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13067377.000000 Penalty: 5723.118164
	Iteration 155Q: 3 clusters Score -1.306738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13067375.000000 Penalty: 5723.118164
	Iteration 156Q: 3 clusters Score -1.306738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13067383.000000 Penalty: 5723.118164
	Iteration 157Q: 3 clusters Score -1.306738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101591 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13067391.000000 Penalty: 5723.118164
	Iteration 158Q: 3 clusters Score -1.306739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101603 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13067401.000000 Penalty: 5723.118164
	Iteration 159Q: 3 clusters Score -1.30674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -13067394.000000 Penalty: 5723.118164
	Iteration 160F: 3 clusters Score -1.306739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101619 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13067397.000000 Penalty: 5723.118164
	Iteration 161Q: 3 clusters Score -1.30674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13067402.000000 Penalty: 5723.118164
	Iteration 162Q: 3 clusters Score -1.30674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -13067409.000000 Penalty: 5723.118164
	Iteration 163Q: 3 clusters Score -1.306741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101648 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13067412.000000 Penalty: 5723.118164
	Iteration 164Q: 3 clusters Score -1.306741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -13067413.000000 Penalty: 5723.118164
	Iteration 165Q: 3 clusters Score -1.306741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13067410.000000 Penalty: 5723.118164
	Iteration 166Q: 3 clusters Score -1.306741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101685 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -13067422.000000 Penalty: 5723.118164
	Iteration 167Q: 3 clusters Score -1.306742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -13067418.000000 Penalty: 5723.118164
	Iteration 168Q: 3 clusters Score -1.306742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13067422.000000 Penalty: 5723.118164
	Iteration 169Q: 3 clusters Score -1.306742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13067420.000000 Penalty: 5723.118164
	Iteration 170Q: 3 clusters Score -1.306742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13067430.000000 Penalty: 5723.118164
	Iteration 171Q: 3 clusters Score -1.306743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101718 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13067437.000000 Penalty: 5723.118164
	Iteration 172Q: 3 clusters Score -1.306744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13067438.000000 Penalty: 5723.118164
	Iteration 173Q: 3 clusters Score -1.306744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101740 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13067445.000000 Penalty: 5723.118164
	Iteration 174Q: 3 clusters Score -1.306744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101742 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -13067455.000000 Penalty: 5723.118164
	Iteration 175Q: 3 clusters Score -1.306746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13067456.000000 Penalty: 5723.118164
	Iteration 176Q: 3 clusters Score -1.306746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -13067463.000000 Penalty: 5723.118164
	Iteration 177Q: 3 clusters Score -1.306746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13067464.000000 Penalty: 5723.118164
	Iteration 178Q: 3 clusters Score -1.306746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13067462.000000 Penalty: 5723.118164
	Iteration 179Q: 3 clusters Score -1.306746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -13067466.000000 Penalty: 5723.118164
	Iteration 180F: 3 clusters Score -1.306747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101765 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13067467.000000 Penalty: 5723.118164
	Iteration 181Q: 3 clusters Score -1.306747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -13067456.000000 Penalty: 5723.118164
	Iteration 182Q: 3 clusters Score -1.306746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -13067453.000000 Penalty: 5723.118164
	Iteration 183Q: 3 clusters Score -1.306745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13067456.000000 Penalty: 5723.118164
	Iteration 184Q: 3 clusters Score -1.306746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101775 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13067463.000000 Penalty: 5723.118164
	Iteration 185Q: 3 clusters Score -1.306746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -13067469.000000 Penalty: 5723.118164
	Iteration 186Q: 3 clusters Score -1.306747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -13067469.000000 Penalty: 5723.118164
	Iteration 187F: 3 clusters Score -1.306747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -107059.273438 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -107059.3 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 448 members 
Entering Unmasked Estep 
Score: -105340.382812 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -105340.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -105947.039062 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -105947 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -106596.945312 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -106596.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -107033.851562 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -107033.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -107132.468750 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -107132.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -107184.531250 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -107184.5 nChanged 15
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: -107248.132812 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -107248.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -107335.156250 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -107335.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -107465.859375 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -107465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -107490.234375 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -107490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -107500.625000 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -107500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -107506.164062 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -107506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -107506.164062 Penalty: 3378.377197
	Iteration 12F: 3 clusters Score -107506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25107 members 
Mstep: Class 3 contains 13671 members 
Mstep: Class 4 contains 31430 members 
Mstep: Class 5 contains 25334 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11783 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21640 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154903 members 
Mstep: Class 15 contains 71218 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 693 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6911 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 215 members 
Entering Unmasked Estep 
Score: -77991048.000000 Penalty: 99327.773438
Splitting cluster 24 changes total score from -77992176.000000 to -77991048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -560712.187500 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -560712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -556567.875000 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -556567.9 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -557487.812500 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -557487.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -557718.187500 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -557718.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -557870.125000 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -557870.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -558000.000000 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -558000 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -558088.687500 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -558088.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -558172.375000 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -558172.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -558247.187500 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -558247.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -558314.250000 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -558314.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -558372.937500 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -558372.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -558428.187500 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -558428.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -558479.500000 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -558479.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -558535.125000 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -558535.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -558575.312500 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -558575.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -558603.562500 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -558603.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -558622.687500 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -558622.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -558642.937500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -558642.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -558663.812500 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -558663.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -558681.625000 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -558681.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -558693.000000 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -558693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -558699.750000 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -558699.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -558702.625000 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -558702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -558707.250000 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -558707.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -558712.750000 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -558712.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -558718.250000 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -558718.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -558725.250000 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -558725.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -558732.250000 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -558732.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -558735.062500 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -558735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -558736.875000 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -558736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -558737.937500 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -558737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -558738.375000 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -558738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -558739.562500 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -558739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -558740.250000 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -558740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -558741.125000 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -558741.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -558741.687500 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -558741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -558743.375000 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -558743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -558744.937500 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -558744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -558746.750000 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -558746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -558747.875000 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -558747.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -558748.937500 Penalty: 4160.219727
	Iteration 39Q: 3 clusters Score -558748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -558750.812500 Penalty: 4160.219727
	Iteration 40F: 3 clusters Score -558750.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -558753.625000 Penalty: 4160.219727
	Iteration 41Q: 3 clusters Score -558753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -558754.250000 Penalty: 4160.219727
	Iteration 42Q: 3 clusters Score -558754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -558755.812500 Penalty: 4160.219727
	Iteration 43Q: 3 clusters Score -558755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -558755.250000 Penalty: 4160.219727
	Iteration 44Q: 3 clusters Score -558755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -558755.250000 Penalty: 4160.219727
	Iteration 45F: 3 clusters Score -558755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -269988.062500 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -269988.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -267313.875000 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -267313.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -267776.187500 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -267776.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -267899.625000 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -267899.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -267979.312500 Penalty: 3788.546387
	Iteration 3Q: 3 clusters Score -267979.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -268037.531250 Penalty: 3788.546387
	Iteration 4Q: 3 clusters Score -268037.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -268073.687500 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -268073.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -268093.500000 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -268093.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -268109.843750 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -268109.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -268126.656250 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -268126.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -268139.062500 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -268139.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -268151.500000 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -268151.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -268160.437500 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -268160.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -268165.312500 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -268165.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -268168.906250 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -268168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -268171.031250 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -268171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -268172.468750 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -268172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -268174.406250 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -268174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -268175.812500 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -268175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -268178.406250 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -268178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -268178.875000 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -268178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -268179.687500 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -268179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Entering Unmasked Estep 
Score: -828286.250000 Penalty: 2192.535645
	Iteration 0F: 2 clusters Score -828286.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -822605.500000 Penalty: 4385.071289
	Iteration 0F: 3 clusters Score -822605.5 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -824123.687500 Penalty: 4385.071289
	Iteration 1F: 3 clusters Score -824123.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -824445.250000 Penalty: 4385.071289
	Iteration 2F: 3 clusters Score -824445.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -824719.812500 Penalty: 4385.071289
	Iteration 3F: 3 clusters Score -824719.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -824981.312500 Penalty: 4385.071289
	Iteration 4F: 3 clusters Score -824981.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -825269.937500 Penalty: 4385.071289
	Iteration 5F: 3 clusters Score -825269.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -825551.375000 Penalty: 4385.071289
	Iteration 6F: 3 clusters Score -825551.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -825810.937500 Penalty: 4385.071289
	Iteration 7Q: 3 clusters Score -825810.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -826035.125000 Penalty: 4385.071289
	Iteration 8Q: 3 clusters Score -826035.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -826205.687500 Penalty: 4385.071289
	Iteration 9Q: 3 clusters Score -826205.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -826333.187500 Penalty: 4385.071289
	Iteration 10Q: 3 clusters Score -826333.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -826438.500000 Penalty: 4385.071289
	Iteration 11Q: 3 clusters Score -826438.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -826519.062500 Penalty: 4385.071289
	Iteration 12Q: 3 clusters Score -826519.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -826600.187500 Penalty: 4385.071289
	Iteration 13Q: 3 clusters Score -826600.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -826670.875000 Penalty: 4385.071289
	Iteration 14Q: 3 clusters Score -826670.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -826740.250000 Penalty: 4385.071289
	Iteration 15Q: 3 clusters Score -826740.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -826803.937500 Penalty: 4385.071289
	Iteration 16Q: 3 clusters Score -826803.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -826871.750000 Penalty: 4385.071289
	Iteration 17Q: 3 clusters Score -826871.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -826925.250000 Penalty: 4385.071289
	Iteration 18Q: 3 clusters Score -826925.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -826959.437500 Penalty: 4385.071289
	Iteration 19Q: 3 clusters Score -826959.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -826996.250000 Penalty: 4385.071289
	Iteration 20F: 3 clusters Score -826996.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -827036.000000 Penalty: 4385.071289
	Iteration 21Q: 3 clusters Score -827036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -827063.687500 Penalty: 4385.071289
	Iteration 22Q: 3 clusters Score -827063.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -827083.375000 Penalty: 4385.071289
	Iteration 23Q: 3 clusters Score -827083.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -827112.125000 Penalty: 4385.071289
	Iteration 24Q: 3 clusters Score -827112.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -827130.750000 Penalty: 4385.071289
	Iteration 25Q: 3 clusters Score -827130.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -827145.187500 Penalty: 4385.071289
	Iteration 26Q: 3 clusters Score -827145.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -827153.375000 Penalty: 4385.071289
	Iteration 27Q: 3 clusters Score -827153.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -827161.750000 Penalty: 4385.071289
	Iteration 28Q: 3 clusters Score -827161.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -827162.750000 Penalty: 4385.071289
	Iteration 29Q: 3 clusters Score -827162.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -827168.312500 Penalty: 4385.071289
	Iteration 30Q: 3 clusters Score -827168.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -827174.000000 Penalty: 4385.071289
	Iteration 31Q: 3 clusters Score -827174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -827177.625000 Penalty: 4385.071289
	Iteration 32Q: 3 clusters Score -827177.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -827182.062500 Penalty: 4385.071289
	Iteration 33Q: 3 clusters Score -827182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -827182.875000 Penalty: 4385.071289
	Iteration 34Q: 3 clusters Score -827182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -827180.250000 Penalty: 4385.071289
	Iteration 35Q: 3 clusters Score -827180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -827182.812500 Penalty: 4385.071289
	Iteration 36Q: 3 clusters Score -827182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -827184.000000 Penalty: 4385.071289
	Iteration 37Q: 3 clusters Score -827184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -827183.937500 Penalty: 4385.071289
	Iteration 38Q: 3 clusters Score -827183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -827184.937500 Penalty: 4385.071289
	Iteration 39Q: 3 clusters Score -827184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -827186.437500 Penalty: 4385.071289
	Iteration 40F: 3 clusters Score -827186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -827189.000000 Penalty: 4385.071289
	Iteration 41Q: 3 clusters Score -827189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -827189.250000 Penalty: 4385.071289
	Iteration 42Q: 3 clusters Score -827189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -827189.562500 Penalty: 4385.071289
	Iteration 43Q: 3 clusters Score -827189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -827189.562500 Penalty: 4385.071289
	Iteration 44F: 3 clusters Score -827189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Entering Unmasked Estep 
Score: -798648.375000 Penalty: 2164.408691
	Iteration 0F: 2 clusters Score -798648.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -793399.687500 Penalty: 4328.817383
	Iteration 0F: 3 clusters Score -793399.7 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -794887.000000 Penalty: 4328.817383
	Iteration 1F: 3 clusters Score -794887 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -795233.250000 Penalty: 4328.817383
	Iteration 2F: 3 clusters Score -795233.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -795586.500000 Penalty: 4328.817383
	Iteration 3F: 3 clusters Score -795586.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -795942.562500 Penalty: 4328.817383
	Iteration 4F: 3 clusters Score -795942.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -796235.875000 Penalty: 4328.817383
	Iteration 5F: 3 clusters Score -796235.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -796519.812500 Penalty: 4328.817383
	Iteration 6F: 3 clusters Score -796519.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -796759.750000 Penalty: 4328.817383
	Iteration 7F: 3 clusters Score -796759.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -796936.312500 Penalty: 4328.817383
	Iteration 8Q: 3 clusters Score -796936.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -797094.750000 Penalty: 4328.817383
	Iteration 9Q: 3 clusters Score -797094.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -797240.187500 Penalty: 4328.817383
	Iteration 10Q: 3 clusters Score -797240.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -797375.875000 Penalty: 4328.817383
	Iteration 11Q: 3 clusters Score -797375.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -797462.250000 Penalty: 4328.817383
	Iteration 12Q: 3 clusters Score -797462.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -797528.562500 Penalty: 4328.817383
	Iteration 13Q: 3 clusters Score -797528.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -797584.875000 Penalty: 4328.817383
	Iteration 14Q: 3 clusters Score -797584.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -797627.812500 Penalty: 4328.817383
	Iteration 15Q: 3 clusters Score -797627.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -797653.500000 Penalty: 4328.817383
	Iteration 16Q: 3 clusters Score -797653.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -797672.312500 Penalty: 4328.817383
	Iteration 17Q: 3 clusters Score -797672.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -797694.375000 Penalty: 4328.817383
	Iteration 18Q: 3 clusters Score -797694.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -797716.000000 Penalty: 4328.817383
	Iteration 19Q: 3 clusters Score -797716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -797739.250000 Penalty: 4328.817383
	Iteration 20F: 3 clusters Score -797739.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -797756.125000 Penalty: 4328.817383
	Iteration 21Q: 3 clusters Score -797756.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -797771.000000 Penalty: 4328.817383
	Iteration 22Q: 3 clusters Score -797771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -797780.312500 Penalty: 4328.817383
	Iteration 23Q: 3 clusters Score -797780.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -797790.500000 Penalty: 4328.817383
	Iteration 24Q: 3 clusters Score -797790.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -797799.500000 Penalty: 4328.817383
	Iteration 25Q: 3 clusters Score -797799.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -797804.000000 Penalty: 4328.817383
	Iteration 26Q: 3 clusters Score -797804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -797809.187500 Penalty: 4328.817383
	Iteration 27Q: 3 clusters Score -797809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -797811.250000 Penalty: 4328.817383
	Iteration 28Q: 3 clusters Score -797811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -797815.000000 Penalty: 4328.817383
	Iteration 29Q: 3 clusters Score -797815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -797816.000000 Penalty: 4328.817383
	Iteration 30Q: 3 clusters Score -797816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -797817.937500 Penalty: 4328.817383
	Iteration 31Q: 3 clusters Score -797817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -797819.750000 Penalty: 4328.817383
	Iteration 32Q: 3 clusters Score -797819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -797822.062500 Penalty: 4328.817383
	Iteration 33Q: 3 clusters Score -797822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -797822.812500 Penalty: 4328.817383
	Iteration 34Q: 3 clusters Score -797822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -797825.437500 Penalty: 4328.817383
	Iteration 35Q: 3 clusters Score -797825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -797825.812500 Penalty: 4328.817383
	Iteration 36Q: 3 clusters Score -797825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -797826.375000 Penalty: 4328.817383
	Iteration 37Q: 3 clusters Score -797826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -797826.875000 Penalty: 4328.817383
	Iteration 38Q: 3 clusters Score -797826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -797826.875000 Penalty: 4328.817383
	Iteration 39F: 3 clusters Score -797826.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -79823.718750 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -79823.72 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 338 members 
Entering Unmasked Estep 
Score: -78174.726562 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -78174.73 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78489.843750 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -78489.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78729.250000 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -78729.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78973.375000 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -78973.38 nChanged 46
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: -79182.328125 Penalty: 3245.780273
	Iteration 4F: 3 clusters Score -79182.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -79478.632812 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -79478.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -79613.296875 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -79613.3 nChanged 14
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: -79667.148438 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -79667.15 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: -79690.898438 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -79690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79701.710938 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -79701.71 nChanged 3
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: -79711.265625 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -79711.27 nChanged 2
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: -79714.304688 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -79714.3 nChanged 0
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: -79715.250000 Penalty: 3245.780273
	Iteration 12F: 3 clusters Score -79715.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79727.000000 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -79727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -79734.007812 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -79734.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79741.546875 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -79741.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79753.156250 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -79753.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79769.921875 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -79769.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79819.656250 Penalty: 3245.780273
	Iteration 18Q: 3 clusters Score -79819.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79914.796875 Penalty: 3245.780273
	Iteration 19Q: 3 clusters Score -79914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -79937.546875 Penalty: 3245.780273
	Iteration 20F: 3 clusters Score -79937.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25107 members 
Mstep: Class 3 contains 13671 members 
Mstep: Class 4 contains 31430 members 
Mstep: Class 5 contains 25334 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11783 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21640 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154903 members 
Mstep: Class 15 contains 71218 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6911 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 432 members 
Mstep: Class 30 contains 263 members 
Entering Unmasked Estep 
Score: -77990656.000000 Penalty: 99327.773438
Splitting cluster 29 changes total score from -77992176.000000 to -77990656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25107 members 
Mstep: Class 3 contains 13671 members 
Mstep: Class 4 contains 31430 members 
Mstep: Class 5 contains 25334 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11783 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21640 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 154903 members 
Mstep: Class 15 contains 71218 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6911 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992200.000000 Penalty: 96016.843750
Iteration 159Q: 30 clusters Score -7.79922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25108 members 
Mstep: Class 3 contains 13677 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 25333 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11784 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21640 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55741 members 
Mstep: Class 14 contains 154900 members 
Mstep: Class 15 contains 71217 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 39188 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992216.000000 Penalty: 96016.843750
Iteration 160F: 30 clusters Score -7.799222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25107 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 25332 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11786 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 21640 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55741 members 
Mstep: Class 14 contains 154900 members 
Mstep: Class 15 contains 71217 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 39184 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992192.000000 Penalty: 96016.843750
Iteration 161Q: 30 clusters Score -7.799219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25105 members 
Mstep: Class 3 contains 13683 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 25332 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11788 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 21640 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55741 members 
Mstep: Class 14 contains 154900 members 
Mstep: Class 15 contains 71216 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 39181 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992232.000000 Penalty: 96016.843750
Iteration 162Q: 30 clusters Score -7.799223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25102 members 
Mstep: Class 3 contains 13688 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 25331 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11788 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2723 members 
Mstep: Class 11 contains 21640 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55742 members 
Mstep: Class 14 contains 154902 members 
Mstep: Class 15 contains 71216 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 39174 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992208.000000 Penalty: 96016.843750
Iteration 163Q: 30 clusters Score -7.799221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25102 members 
Mstep: Class 3 contains 13692 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 25329 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 21640 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55742 members 
Mstep: Class 14 contains 154902 members 
Mstep: Class 15 contains 71214 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 39170 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992216.000000 Penalty: 96016.843750
Iteration 164Q: 30 clusters Score -7.799222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25104 members 
Mstep: Class 3 contains 13695 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21642 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55743 members 
Mstep: Class 14 contains 154901 members 
Mstep: Class 15 contains 71214 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39164 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992256.000000 Penalty: 96016.843750
Iteration 165Q: 30 clusters Score -7.799226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25107 members 
Mstep: Class 3 contains 13696 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 25328 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21643 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55743 members 
Mstep: Class 14 contains 154896 members 
Mstep: Class 15 contains 71214 members 
Mstep: Class 16 contains 17291 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39159 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992216.000000 Penalty: 96016.843750
Iteration 166Q: 30 clusters Score -7.799222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25111 members 
Mstep: Class 3 contains 13701 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21645 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55743 members 
Mstep: Class 14 contains 154892 members 
Mstep: Class 15 contains 71213 members 
Mstep: Class 16 contains 17292 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39151 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4397 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992240.000000 Penalty: 96016.843750
Iteration 167Q: 30 clusters Score -7.799224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25112 members 
Mstep: Class 3 contains 13707 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 25326 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21646 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55744 members 
Mstep: Class 14 contains 154890 members 
Mstep: Class 15 contains 71214 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39142 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6912 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992216.000000 Penalty: 96016.843750
Iteration 168Q: 30 clusters Score -7.799222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25113 members 
Mstep: Class 3 contains 13711 members 
Mstep: Class 4 contains 31428 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21647 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55744 members 
Mstep: Class 14 contains 154890 members 
Mstep: Class 15 contains 71213 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39135 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992232.000000 Penalty: 96016.843750
Iteration 169Q: 30 clusters Score -7.799223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 13710 members 
Mstep: Class 4 contains 31427 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21648 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55744 members 
Mstep: Class 14 contains 154889 members 
Mstep: Class 15 contains 71213 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39134 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992232.000000 Penalty: 96016.843750
Iteration 170Q: 30 clusters Score -7.799223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 13710 members 
Mstep: Class 4 contains 31427 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21649 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55744 members 
Mstep: Class 14 contains 154889 members 
Mstep: Class 15 contains 71213 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39133 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992232.000000 Penalty: 96016.843750
Iteration 171Q: 30 clusters Score -7.799223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 13710 members 
Mstep: Class 4 contains 31427 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21649 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55744 members 
Mstep: Class 14 contains 154889 members 
Mstep: Class 15 contains 71213 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39133 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992232.000000 Penalty: 96016.843750
Iteration 172F: 30 clusters Score -7.799223e+07 nChanged 0
Entering ConstructFrom: 
Score: -77992232.000000 Penalty: 96016.843750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -43079.246094 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -43079.25 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 190 members 
Entering Unmasked Estep 
Score: -41748.914062 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41748.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41901.816406 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41901.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41976.289062 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -41976.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42004.210938 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -42004.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42030.562500 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -42030.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42040.113281 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42040.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42045.781250 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42045.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42051.007812 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42051.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42052.996094 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -42053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42054.976562 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -42054.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42054.976562 Penalty: 2916.744385
	Iteration 10F: 3 clusters Score -42054.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Entering Unmasked Estep 
Score: -3138481.000000 Penalty: 2512.532715
	Iteration 0F: 2 clusters Score -3138481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3120991.500000 Penalty: 5025.065430
	Iteration 0F: 3 clusters Score -3120992 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3127406.500000 Penalty: 5025.065430
	Iteration 1F: 3 clusters Score -3127406 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3128623.250000 Penalty: 5025.065430
	Iteration 2F: 3 clusters Score -3128623 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3130219.000000 Penalty: 5025.065430
	Iteration 3F: 3 clusters Score -3130219 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3132060.500000 Penalty: 5025.065430
	Iteration 4F: 3 clusters Score -3132060 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3133646.000000 Penalty: 5025.065430
	Iteration 5F: 3 clusters Score -3133646 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3134798.000000 Penalty: 5025.065430
	Iteration 6F: 3 clusters Score -3134798 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3135586.500000 Penalty: 5025.065430
	Iteration 7F: 3 clusters Score -3135586 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3136094.250000 Penalty: 5025.065430
	Iteration 8Q: 3 clusters Score -3136094 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3136392.250000 Penalty: 5025.065430
	Iteration 9Q: 3 clusters Score -3136392 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -3136631.250000 Penalty: 5025.065430
	Iteration 10Q: 3 clusters Score -3136631 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3136820.250000 Penalty: 5025.065430
	Iteration 11Q: 3 clusters Score -3136820 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3136972.500000 Penalty: 5025.065430
	Iteration 12Q: 3 clusters Score -3136972 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -3137125.750000 Penalty: 5025.065430
	Iteration 13Q: 3 clusters Score -3137126 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3137254.000000 Penalty: 5025.065430
	Iteration 14Q: 3 clusters Score -3137254 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3137386.250000 Penalty: 5025.065430
	Iteration 15Q: 3 clusters Score -3137386 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3137516.000000 Penalty: 5025.065430
	Iteration 16Q: 3 clusters Score -3137516 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3137600.250000 Penalty: 5025.065430
	Iteration 17Q: 3 clusters Score -3137600 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3137716.500000 Penalty: 5025.065430
	Iteration 18Q: 3 clusters Score -3137716 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3137809.750000 Penalty: 5025.065430
	Iteration 19Q: 3 clusters Score -3137810 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3137887.750000 Penalty: 5025.065430
	Iteration 20F: 3 clusters Score -3137888 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3137973.000000 Penalty: 5025.065430
	Iteration 21Q: 3 clusters Score -3137973 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3138035.500000 Penalty: 5025.065430
	Iteration 22Q: 3 clusters Score -3138036 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3138075.000000 Penalty: 5025.065430
	Iteration 23Q: 3 clusters Score -3138075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3138121.500000 Penalty: 5025.065430
	Iteration 24Q: 3 clusters Score -3138122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3138160.000000 Penalty: 5025.065430
	Iteration 25Q: 3 clusters Score -3138160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3138201.750000 Penalty: 5025.065430
	Iteration 26Q: 3 clusters Score -3138202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3138237.750000 Penalty: 5025.065430
	Iteration 27Q: 3 clusters Score -3138238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3138278.500000 Penalty: 5025.065430
	Iteration 28Q: 3 clusters Score -3138278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3138295.500000 Penalty: 5025.065430
	Iteration 29Q: 3 clusters Score -3138296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3138332.500000 Penalty: 5025.065430
	Iteration 30Q: 3 clusters Score -3138332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3138361.500000 Penalty: 5025.065430
	Iteration 31Q: 3 clusters Score -3138362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3138394.750000 Penalty: 5025.065430
	Iteration 32Q: 3 clusters Score -3138395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3138399.000000 Penalty: 5025.065430
	Iteration 33Q: 3 clusters Score -3138399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3138404.000000 Penalty: 5025.065430
	Iteration 34Q: 3 clusters Score -3138404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3138411.500000 Penalty: 5025.065430
	Iteration 35Q: 3 clusters Score -3138412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3138415.250000 Penalty: 5025.065430
	Iteration 36Q: 3 clusters Score -3138415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3138414.500000 Penalty: 5025.065430
	Iteration 37Q: 3 clusters Score -3138414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3138421.000000 Penalty: 5025.065430
	Iteration 38Q: 3 clusters Score -3138421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -3138428.500000 Penalty: 5025.065430
	Iteration 39Q: 3 clusters Score -3138428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3138430.750000 Penalty: 5025.065430
	Iteration 40F: 3 clusters Score -3138431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3138435.500000 Penalty: 5025.065430
	Iteration 41Q: 3 clusters Score -3138436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3138433.500000 Penalty: 5025.065430
	Iteration 42Q: 3 clusters Score -3138434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3138434.250000 Penalty: 5025.065430
	Iteration 43Q: 3 clusters Score -3138434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3138437.750000 Penalty: 5025.065430
	Iteration 44Q: 3 clusters Score -3138438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3138434.000000 Penalty: 5025.065430
	Iteration 45Q: 3 clusters Score -3138434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3138439.250000 Penalty: 5025.065430
	Iteration 46Q: 3 clusters Score -3138439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3138439.250000 Penalty: 5025.065430
	Iteration 47F: 3 clusters Score -3138439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Entering Unmasked Estep 
Score: -1616901.500000 Penalty: 2362.418457
	Iteration 0F: 2 clusters Score -1616902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1606929.750000 Penalty: 4724.836914
	Iteration 0F: 3 clusters Score -1606930 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1610282.375000 Penalty: 4724.836914
	Iteration 1F: 3 clusters Score -1610282 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1610768.000000 Penalty: 4724.836914
	Iteration 2F: 3 clusters Score -1610768 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1611230.125000 Penalty: 4724.836914
	Iteration 3F: 3 clusters Score -1611230 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1611675.500000 Penalty: 4724.836914
	Iteration 4F: 3 clusters Score -1611676 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1612022.000000 Penalty: 4724.836914
	Iteration 5Q: 3 clusters Score -1612022 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1612348.500000 Penalty: 4724.836914
	Iteration 6Q: 3 clusters Score -1612348 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1612621.625000 Penalty: 4724.836914
	Iteration 7Q: 3 clusters Score -1612622 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1612893.500000 Penalty: 4724.836914
	Iteration 8Q: 3 clusters Score -1612894 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1613155.000000 Penalty: 4724.836914
	Iteration 9Q: 3 clusters Score -1613155 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1613349.500000 Penalty: 4724.836914
	Iteration 10Q: 3 clusters Score -1613350 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1613531.500000 Penalty: 4724.836914
	Iteration 11Q: 3 clusters Score -1613532 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1613686.625000 Penalty: 4724.836914
	Iteration 12Q: 3 clusters Score -1613687 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1613822.750000 Penalty: 4724.836914
	Iteration 13Q: 3 clusters Score -1613823 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1613954.750000 Penalty: 4724.836914
	Iteration 14Q: 3 clusters Score -1613955 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1614055.875000 Penalty: 4724.836914
	Iteration 15Q: 3 clusters Score -1614056 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1614140.375000 Penalty: 4724.836914
	Iteration 16Q: 3 clusters Score -1614140 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1614209.750000 Penalty: 4724.836914
	Iteration 17Q: 3 clusters Score -1614210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1614257.875000 Penalty: 4724.836914
	Iteration 18Q: 3 clusters Score -1614258 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1614303.125000 Penalty: 4724.836914
	Iteration 19Q: 3 clusters Score -1614303 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1614342.875000 Penalty: 4724.836914
	Iteration 20F: 3 clusters Score -1614343 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1614366.750000 Penalty: 4724.836914
	Iteration 21Q: 3 clusters Score -1614367 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1614395.500000 Penalty: 4724.836914
	Iteration 22Q: 3 clusters Score -1614396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1614422.750000 Penalty: 4724.836914
	Iteration 23Q: 3 clusters Score -1614423 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1614448.500000 Penalty: 4724.836914
	Iteration 24Q: 3 clusters Score -1614448 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1614470.250000 Penalty: 4724.836914
	Iteration 25Q: 3 clusters Score -1614470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1614483.000000 Penalty: 4724.836914
	Iteration 26Q: 3 clusters Score -1614483 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1614498.250000 Penalty: 4724.836914
	Iteration 27Q: 3 clusters Score -1614498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1614512.875000 Penalty: 4724.836914
	Iteration 28Q: 3 clusters Score -1614513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1614519.125000 Penalty: 4724.836914
	Iteration 29Q: 3 clusters Score -1614519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1614530.125000 Penalty: 4724.836914
	Iteration 30Q: 3 clusters Score -1614530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1614534.625000 Penalty: 4724.836914
	Iteration 31Q: 3 clusters Score -1614535 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1614547.000000 Penalty: 4724.836914
	Iteration 32Q: 3 clusters Score -1614547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1614556.875000 Penalty: 4724.836914
	Iteration 33Q: 3 clusters Score -1614557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1614568.000000 Penalty: 4724.836914
	Iteration 34Q: 3 clusters Score -1614568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1614574.875000 Penalty: 4724.836914
	Iteration 35Q: 3 clusters Score -1614575 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1614592.625000 Penalty: 4724.836914
	Iteration 36Q: 3 clusters Score -1614593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1614609.125000 Penalty: 4724.836914
	Iteration 37Q: 3 clusters Score -1614609 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1614637.500000 Penalty: 4724.836914
	Iteration 38Q: 3 clusters Score -1614638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1614657.125000 Penalty: 4724.836914
	Iteration 39Q: 3 clusters Score -1614657 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1614680.375000 Penalty: 4724.836914
	Iteration 40F: 3 clusters Score -1614680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1614696.125000 Penalty: 4724.836914
	Iteration 41Q: 3 clusters Score -1614696 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1614723.125000 Penalty: 4724.836914
	Iteration 42Q: 3 clusters Score -1614723 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1614751.000000 Penalty: 4724.836914
	Iteration 43Q: 3 clusters Score -1614751 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1614780.875000 Penalty: 4724.836914
	Iteration 44Q: 3 clusters Score -1614781 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1614818.750000 Penalty: 4724.836914
	Iteration 45Q: 3 clusters Score -1614819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1614841.625000 Penalty: 4724.836914
	Iteration 46Q: 3 clusters Score -1614842 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1614865.875000 Penalty: 4724.836914
	Iteration 47Q: 3 clusters Score -1614866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1614890.500000 Penalty: 4724.836914
	Iteration 48Q: 3 clusters Score -1614890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1614916.125000 Penalty: 4724.836914
	Iteration 49Q: 3 clusters Score -1614916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1614932.250000 Penalty: 4724.836914
	Iteration 50Q: 3 clusters Score -1614932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1614947.500000 Penalty: 4724.836914
	Iteration 51Q: 3 clusters Score -1614948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1614963.250000 Penalty: 4724.836914
	Iteration 52Q: 3 clusters Score -1614963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1614975.750000 Penalty: 4724.836914
	Iteration 53Q: 3 clusters Score -1614976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1614992.000000 Penalty: 4724.836914
	Iteration 54Q: 3 clusters Score -1614992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1615010.375000 Penalty: 4724.836914
	Iteration 55Q: 3 clusters Score -1615010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1615026.250000 Penalty: 4724.836914
	Iteration 56Q: 3 clusters Score -1615026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1615042.000000 Penalty: 4724.836914
	Iteration 57Q: 3 clusters Score -1615042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1615057.750000 Penalty: 4724.836914
	Iteration 58Q: 3 clusters Score -1615058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1615066.375000 Penalty: 4724.836914
	Iteration 59Q: 3 clusters Score -1615066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1615078.625000 Penalty: 4724.836914
	Iteration 60F: 3 clusters Score -1615079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1615087.375000 Penalty: 4724.836914
	Iteration 61Q: 3 clusters Score -1615087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1615095.500000 Penalty: 4724.836914
	Iteration 62Q: 3 clusters Score -1615096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1615110.125000 Penalty: 4724.836914
	Iteration 63Q: 3 clusters Score -1615110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1615112.625000 Penalty: 4724.836914
	Iteration 64Q: 3 clusters Score -1615113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1615114.625000 Penalty: 4724.836914
	Iteration 65Q: 3 clusters Score -1615115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1615115.500000 Penalty: 4724.836914
	Iteration 66Q: 3 clusters Score -1615116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1615119.125000 Penalty: 4724.836914
	Iteration 67Q: 3 clusters Score -1615119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1615119.875000 Penalty: 4724.836914
	Iteration 68Q: 3 clusters Score -1615120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1615124.000000 Penalty: 4724.836914
	Iteration 69Q: 3 clusters Score -1615124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1615127.125000 Penalty: 4724.836914
	Iteration 70Q: 3 clusters Score -1615127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1615128.875000 Penalty: 4724.836914
	Iteration 71Q: 3 clusters Score -1615129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1615130.250000 Penalty: 4724.836914
	Iteration 72Q: 3 clusters Score -1615130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1615132.625000 Penalty: 4724.836914
	Iteration 73Q: 3 clusters Score -1615133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1615136.750000 Penalty: 4724.836914
	Iteration 74Q: 3 clusters Score -1615137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1615139.625000 Penalty: 4724.836914
	Iteration 75Q: 3 clusters Score -1615140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1615144.375000 Penalty: 4724.836914
	Iteration 76Q: 3 clusters Score -1615144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1615146.875000 Penalty: 4724.836914
	Iteration 77Q: 3 clusters Score -1615147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1615147.750000 Penalty: 4724.836914
	Iteration 78Q: 3 clusters Score -1615148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1615151.000000 Penalty: 4724.836914
	Iteration 79Q: 3 clusters Score -1615151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1615152.750000 Penalty: 4724.836914
	Iteration 80F: 3 clusters Score -1615153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1615153.500000 Penalty: 4724.836914
	Iteration 81Q: 3 clusters Score -1615154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1615154.125000 Penalty: 4724.836914
	Iteration 82Q: 3 clusters Score -1615154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1615152.625000 Penalty: 4724.836914
	Iteration 83Q: 3 clusters Score -1615153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1615150.750000 Penalty: 4724.836914
	Iteration 84Q: 3 clusters Score -1615151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1615154.750000 Penalty: 4724.836914
	Iteration 85Q: 3 clusters Score -1615155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1615154.750000 Penalty: 4724.836914
	Iteration 86F: 3 clusters Score -1615155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Entering Unmasked Estep 
Score: -4009732.250000 Penalty: 2568.145020
	Iteration 0F: 2 clusters Score -4009732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3988324.000000 Penalty: 5136.290039
	Iteration 0F: 3 clusters Score -3988324 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3996003.250000 Penalty: 5136.290039
	Iteration 1F: 3 clusters Score -3996003 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3996461.250000 Penalty: 5136.290039
	Iteration 2Q: 3 clusters Score -3996461 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3996938.500000 Penalty: 5136.290039
	Iteration 3Q: 3 clusters Score -3996938 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3997418.750000 Penalty: 5136.290039
	Iteration 4Q: 3 clusters Score -3997419 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3997900.750000 Penalty: 5136.290039
	Iteration 5Q: 3 clusters Score -3997901 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3998410.750000 Penalty: 5136.290039
	Iteration 6Q: 3 clusters Score -3998411 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3998921.250000 Penalty: 5136.290039
	Iteration 7Q: 3 clusters Score -3998921 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3999494.750000 Penalty: 5136.290039
	Iteration 8Q: 3 clusters Score -3999495 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -4000120.500000 Penalty: 5136.290039
	Iteration 9Q: 3 clusters Score -4000120 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -4000807.500000 Penalty: 5136.290039
	Iteration 10Q: 3 clusters Score -4000808 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -4001528.750000 Penalty: 5136.290039
	Iteration 11Q: 3 clusters Score -4001529 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -4002304.000000 Penalty: 5136.290039
	Iteration 12Q: 3 clusters Score -4002304 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4003149.500000 Penalty: 5136.290039
	Iteration 13Q: 3 clusters Score -4003150 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -4004054.250000 Penalty: 5136.290039
	Iteration 14Q: 3 clusters Score -4004054 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -4004870.250000 Penalty: 5136.290039
	Iteration 15Q: 3 clusters Score -4004870 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4005507.500000 Penalty: 5136.290039
	Iteration 16Q: 3 clusters Score -4005508 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4006060.000000 Penalty: 5136.290039
	Iteration 17Q: 3 clusters Score -4006060 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4006491.250000 Penalty: 5136.290039
	Iteration 18Q: 3 clusters Score -4006491 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4006814.250000 Penalty: 5136.290039
	Iteration 19Q: 3 clusters Score -4006814 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4007034.500000 Penalty: 5136.290039
	Iteration 20F: 3 clusters Score -4007034 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4007191.250000 Penalty: 5136.290039
	Iteration 21Q: 3 clusters Score -4007191 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4007316.250000 Penalty: 5136.290039
	Iteration 22Q: 3 clusters Score -4007316 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4007401.250000 Penalty: 5136.290039
	Iteration 23Q: 3 clusters Score -4007401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4007445.000000 Penalty: 5136.290039
	Iteration 24Q: 3 clusters Score -4007445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4007476.250000 Penalty: 5136.290039
	Iteration 25Q: 3 clusters Score -4007476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4007501.750000 Penalty: 5136.290039
	Iteration 26Q: 3 clusters Score -4007502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4007519.000000 Penalty: 5136.290039
	Iteration 27Q: 3 clusters Score -4007519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4007531.250000 Penalty: 5136.290039
	Iteration 28Q: 3 clusters Score -4007531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4007549.000000 Penalty: 5136.290039
	Iteration 29Q: 3 clusters Score -4007549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4007564.250000 Penalty: 5136.290039
	Iteration 30Q: 3 clusters Score -4007564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4007581.750000 Penalty: 5136.290039
	Iteration 31Q: 3 clusters Score -4007582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4007595.250000 Penalty: 5136.290039
	Iteration 32Q: 3 clusters Score -4007595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4007605.250000 Penalty: 5136.290039
	Iteration 33Q: 3 clusters Score -4007605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4007608.250000 Penalty: 5136.290039
	Iteration 34Q: 3 clusters Score -4007608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4007609.000000 Penalty: 5136.290039
	Iteration 35Q: 3 clusters Score -4007609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4007608.250000 Penalty: 5136.290039
	Iteration 36Q: 3 clusters Score -4007608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4007608.250000 Penalty: 5136.290039
	Iteration 37F: 3 clusters Score -4007608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Entering Unmasked Estep 
Score: -3001925.500000 Penalty: 2514.627441
	Iteration 0F: 2 clusters Score -3001926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2984406.500000 Penalty: 5029.254883
	Iteration 0F: 3 clusters Score -2984406 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2990402.500000 Penalty: 5029.254883
	Iteration 1F: 3 clusters Score -2990402 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2990887.250000 Penalty: 5029.254883
	Iteration 2F: 3 clusters Score -2990887 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2991373.750000 Penalty: 5029.254883
	Iteration 3Q: 3 clusters Score -2991374 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2991876.750000 Penalty: 5029.254883
	Iteration 4Q: 3 clusters Score -2991877 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2992387.250000 Penalty: 5029.254883
	Iteration 5Q: 3 clusters Score -2992387 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2992983.500000 Penalty: 5029.254883
	Iteration 6Q: 3 clusters Score -2992984 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2993715.500000 Penalty: 5029.254883
	Iteration 7Q: 3 clusters Score -2993716 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2994622.250000 Penalty: 5029.254883
	Iteration 8F: 3 clusters Score -2994622 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2995684.750000 Penalty: 5029.254883
	Iteration 9F: 3 clusters Score -2995685 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2996712.000000 Penalty: 5029.254883
	Iteration 10F: 3 clusters Score -2996712 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2997611.000000 Penalty: 5029.254883
	Iteration 11Q: 3 clusters Score -2997611 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2998319.250000 Penalty: 5029.254883
	Iteration 12Q: 3 clusters Score -2998319 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2998824.000000 Penalty: 5029.254883
	Iteration 13Q: 3 clusters Score -2998824 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2999213.750000 Penalty: 5029.254883
	Iteration 14Q: 3 clusters Score -2999214 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2999513.000000 Penalty: 5029.254883
	Iteration 15Q: 3 clusters Score -2999513 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2999668.500000 Penalty: 5029.254883
	Iteration 16Q: 3 clusters Score -2999668 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2999766.750000 Penalty: 5029.254883
	Iteration 17Q: 3 clusters Score -2999767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2999830.250000 Penalty: 5029.254883
	Iteration 18Q: 3 clusters Score -2999830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2999878.750000 Penalty: 5029.254883
	Iteration 19Q: 3 clusters Score -2999879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2999920.500000 Penalty: 5029.254883
	Iteration 20F: 3 clusters Score -2999920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2999945.000000 Penalty: 5029.254883
	Iteration 21Q: 3 clusters Score -2999945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2999960.500000 Penalty: 5029.254883
	Iteration 22Q: 3 clusters Score -2999960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2999975.000000 Penalty: 5029.254883
	Iteration 23Q: 3 clusters Score -2999975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2999996.750000 Penalty: 5029.254883
	Iteration 24Q: 3 clusters Score -2999997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3000002.500000 Penalty: 5029.254883
	Iteration 25Q: 3 clusters Score -3000002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3000010.250000 Penalty: 5029.254883
	Iteration 26Q: 3 clusters Score -3000010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3000017.750000 Penalty: 5029.254883
	Iteration 27Q: 3 clusters Score -3000018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3000020.750000 Penalty: 5029.254883
	Iteration 28Q: 3 clusters Score -3000021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3000020.500000 Penalty: 5029.254883
	Iteration 29Q: 3 clusters Score -3000020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3000018.500000 Penalty: 5029.254883
	Iteration 30Q: 3 clusters Score -3000018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3000018.500000 Penalty: 5029.254883
	Iteration 31F: 3 clusters Score -3000018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -144611.468750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -144611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -142567.968750 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -142568 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -143169.546875 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -143169.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -143632.843750 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -143632.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143954.031250 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -143954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -144174.500000 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -144174.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -144397.890625 Penalty: 3516.678223
	Iteration 5F: 3 clusters Score -144397.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -144620.953125 Penalty: 3516.678223
	Iteration 6F: 3 clusters Score -144621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -144949.984375 Penalty: 3516.678223
	Iteration 7F: 3 clusters Score -144950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145406.843750 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -145406.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145551.281250 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -145551.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145679.250000 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -145679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -145713.734375 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -145713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -145738.171875 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -145738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -145747.406250 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -145747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145751.265625 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -145751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145751.734375 Penalty: 3516.678223
	Iteration 15F: 3 clusters Score -145751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -145759.312500 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -145759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145782.453125 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -145782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145782.453125 Penalty: 3516.678223
	Iteration 18F: 3 clusters Score -145782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 13710 members 
Mstep: Class 4 contains 31427 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21649 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55744 members 
Mstep: Class 14 contains 154889 members 
Mstep: Class 15 contains 71213 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39133 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 702 members 
Entering Unmasked Estep 
Score: -77991696.000000 Penalty: 99327.773438
Splitting cluster 6 changes total score from -77992232.000000 to -77991696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Entering Unmasked Estep 
Score: -1244299.000000 Penalty: 2275.277588
	Iteration 0F: 2 clusters Score -1244299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1236886.500000 Penalty: 4550.555176
	Iteration 0F: 3 clusters Score -1236886 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1239154.250000 Penalty: 4550.555176
	Iteration 1F: 3 clusters Score -1239154 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1239571.375000 Penalty: 4550.555176
	Iteration 2F: 3 clusters Score -1239571 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1239978.875000 Penalty: 4550.555176
	Iteration 3F: 3 clusters Score -1239979 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1240414.625000 Penalty: 4550.555176
	Iteration 4F: 3 clusters Score -1240415 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1240813.500000 Penalty: 4550.555176
	Iteration 5F: 3 clusters Score -1240814 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1241165.750000 Penalty: 4550.555176
	Iteration 6F: 3 clusters Score -1241166 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1241481.375000 Penalty: 4550.555176
	Iteration 7F: 3 clusters Score -1241481 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1241752.000000 Penalty: 4550.555176
	Iteration 8Q: 3 clusters Score -1241752 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1241967.875000 Penalty: 4550.555176
	Iteration 9Q: 3 clusters Score -1241968 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1242141.750000 Penalty: 4550.555176
	Iteration 10Q: 3 clusters Score -1242142 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1242289.500000 Penalty: 4550.555176
	Iteration 11Q: 3 clusters Score -1242290 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1242401.125000 Penalty: 4550.555176
	Iteration 12Q: 3 clusters Score -1242401 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1242499.625000 Penalty: 4550.555176
	Iteration 13Q: 3 clusters Score -1242500 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1242577.750000 Penalty: 4550.555176
	Iteration 14Q: 3 clusters Score -1242578 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1242643.375000 Penalty: 4550.555176
	Iteration 15Q: 3 clusters Score -1242643 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1242692.125000 Penalty: 4550.555176
	Iteration 16Q: 3 clusters Score -1242692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1242728.875000 Penalty: 4550.555176
	Iteration 17Q: 3 clusters Score -1242729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1242756.875000 Penalty: 4550.555176
	Iteration 18Q: 3 clusters Score -1242757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1242775.375000 Penalty: 4550.555176
	Iteration 19Q: 3 clusters Score -1242775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1242786.250000 Penalty: 4550.555176
	Iteration 20F: 3 clusters Score -1242786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1242798.625000 Penalty: 4550.555176
	Iteration 21Q: 3 clusters Score -1242799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1242810.000000 Penalty: 4550.555176
	Iteration 22Q: 3 clusters Score -1242810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1242818.750000 Penalty: 4550.555176
	Iteration 23Q: 3 clusters Score -1242819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1242823.750000 Penalty: 4550.555176
	Iteration 24Q: 3 clusters Score -1242824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1242831.500000 Penalty: 4550.555176
	Iteration 25Q: 3 clusters Score -1242832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1242836.375000 Penalty: 4550.555176
	Iteration 26Q: 3 clusters Score -1242836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1242842.125000 Penalty: 4550.555176
	Iteration 27Q: 3 clusters Score -1242842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1242849.000000 Penalty: 4550.555176
	Iteration 28Q: 3 clusters Score -1242849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1242852.375000 Penalty: 4550.555176
	Iteration 29Q: 3 clusters Score -1242852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1242855.000000 Penalty: 4550.555176
	Iteration 30Q: 3 clusters Score -1242855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1242855.625000 Penalty: 4550.555176
	Iteration 31Q: 3 clusters Score -1242856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1242856.625000 Penalty: 4550.555176
	Iteration 32Q: 3 clusters Score -1242857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1242855.250000 Penalty: 4550.555176
	Iteration 33Q: 3 clusters Score -1242855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1242855.750000 Penalty: 4550.555176
	Iteration 34Q: 3 clusters Score -1242856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1242860.250000 Penalty: 4550.555176
	Iteration 35Q: 3 clusters Score -1242860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1242865.625000 Penalty: 4550.555176
	Iteration 36Q: 3 clusters Score -1242866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1242866.375000 Penalty: 4550.555176
	Iteration 37Q: 3 clusters Score -1242866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1242866.625000 Penalty: 4550.555176
	Iteration 38Q: 3 clusters Score -1242867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1242866.000000 Penalty: 4550.555176
	Iteration 39Q: 3 clusters Score -1242866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1242865.750000 Penalty: 4550.555176
	Iteration 40F: 3 clusters Score -1242866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1242865.250000 Penalty: 4550.555176
	Iteration 41Q: 3 clusters Score -1242865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1242867.125000 Penalty: 4550.555176
	Iteration 42Q: 3 clusters Score -1242867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1242869.375000 Penalty: 4550.555176
	Iteration 43Q: 3 clusters Score -1242869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1242869.125000 Penalty: 4550.555176
	Iteration 44Q: 3 clusters Score -1242869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1242869.500000 Penalty: 4550.555176
	Iteration 45Q: 3 clusters Score -1242870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1242869.500000 Penalty: 4550.555176
	Iteration 46F: 3 clusters Score -1242870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Entering Unmasked Estep 
Score: -1436709.125000 Penalty: 2325.043701
	Iteration 0F: 2 clusters Score -1436709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1427856.000000 Penalty: 4650.087402
	Iteration 0F: 3 clusters Score -1427856 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1430561.875000 Penalty: 4650.087402
	Iteration 1F: 3 clusters Score -1430562 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1430900.125000 Penalty: 4650.087402
	Iteration 2F: 3 clusters Score -1430900 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1431150.875000 Penalty: 4650.087402
	Iteration 3Q: 3 clusters Score -1431151 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1431342.125000 Penalty: 4650.087402
	Iteration 4Q: 3 clusters Score -1431342 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1431517.625000 Penalty: 4650.087402
	Iteration 5Q: 3 clusters Score -1431518 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1431672.625000 Penalty: 4650.087402
	Iteration 6Q: 3 clusters Score -1431673 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1431833.250000 Penalty: 4650.087402
	Iteration 7Q: 3 clusters Score -1431833 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1432014.375000 Penalty: 4650.087402
	Iteration 8Q: 3 clusters Score -1432014 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1432230.875000 Penalty: 4650.087402
	Iteration 9Q: 3 clusters Score -1432231 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1432441.625000 Penalty: 4650.087402
	Iteration 10Q: 3 clusters Score -1432442 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1432667.000000 Penalty: 4650.087402
	Iteration 11Q: 3 clusters Score -1432667 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1432892.375000 Penalty: 4650.087402
	Iteration 12Q: 3 clusters Score -1432892 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1433112.375000 Penalty: 4650.087402
	Iteration 13Q: 3 clusters Score -1433112 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1433317.875000 Penalty: 4650.087402
	Iteration 14Q: 3 clusters Score -1433318 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1433483.250000 Penalty: 4650.087402
	Iteration 15Q: 3 clusters Score -1433483 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1433605.125000 Penalty: 4650.087402
	Iteration 16Q: 3 clusters Score -1433605 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1433709.375000 Penalty: 4650.087402
	Iteration 17Q: 3 clusters Score -1433709 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1433792.500000 Penalty: 4650.087402
	Iteration 18Q: 3 clusters Score -1433792 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1433844.125000 Penalty: 4650.087402
	Iteration 19Q: 3 clusters Score -1433844 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1433885.375000 Penalty: 4650.087402
	Iteration 20F: 3 clusters Score -1433885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1433919.250000 Penalty: 4650.087402
	Iteration 21Q: 3 clusters Score -1433919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1433940.000000 Penalty: 4650.087402
	Iteration 22Q: 3 clusters Score -1433940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1433964.500000 Penalty: 4650.087402
	Iteration 23Q: 3 clusters Score -1433964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1433977.000000 Penalty: 4650.087402
	Iteration 24Q: 3 clusters Score -1433977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1433991.500000 Penalty: 4650.087402
	Iteration 25Q: 3 clusters Score -1433992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1434003.875000 Penalty: 4650.087402
	Iteration 26Q: 3 clusters Score -1434004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1434018.375000 Penalty: 4650.087402
	Iteration 27Q: 3 clusters Score -1434018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1434027.000000 Penalty: 4650.087402
	Iteration 28Q: 3 clusters Score -1434027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1434032.750000 Penalty: 4650.087402
	Iteration 29Q: 3 clusters Score -1434033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1434036.125000 Penalty: 4650.087402
	Iteration 30Q: 3 clusters Score -1434036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1434048.125000 Penalty: 4650.087402
	Iteration 31Q: 3 clusters Score -1434048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1434054.000000 Penalty: 4650.087402
	Iteration 32Q: 3 clusters Score -1434054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1434062.125000 Penalty: 4650.087402
	Iteration 33Q: 3 clusters Score -1434062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1434069.250000 Penalty: 4650.087402
	Iteration 34Q: 3 clusters Score -1434069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1434074.000000 Penalty: 4650.087402
	Iteration 35Q: 3 clusters Score -1434074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1434075.750000 Penalty: 4650.087402
	Iteration 36Q: 3 clusters Score -1434076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1434080.125000 Penalty: 4650.087402
	Iteration 37Q: 3 clusters Score -1434080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1434087.500000 Penalty: 4650.087402
	Iteration 38Q: 3 clusters Score -1434088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1434089.000000 Penalty: 4650.087402
	Iteration 39Q: 3 clusters Score -1434089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1434091.750000 Penalty: 4650.087402
	Iteration 40F: 3 clusters Score -1434092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1434097.500000 Penalty: 4650.087402
	Iteration 41Q: 3 clusters Score -1434098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1434102.375000 Penalty: 4650.087402
	Iteration 42Q: 3 clusters Score -1434102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1434105.875000 Penalty: 4650.087402
	Iteration 43Q: 3 clusters Score -1434106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1434110.750000 Penalty: 4650.087402
	Iteration 44Q: 3 clusters Score -1434111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1434117.875000 Penalty: 4650.087402
	Iteration 45Q: 3 clusters Score -1434118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1434125.500000 Penalty: 4650.087402
	Iteration 46Q: 3 clusters Score -1434126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1434136.000000 Penalty: 4650.087402
	Iteration 47Q: 3 clusters Score -1434136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1434147.875000 Penalty: 4650.087402
	Iteration 48Q: 3 clusters Score -1434148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1434157.000000 Penalty: 4650.087402
	Iteration 49Q: 3 clusters Score -1434157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1434164.750000 Penalty: 4650.087402
	Iteration 50Q: 3 clusters Score -1434165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1434168.125000 Penalty: 4650.087402
	Iteration 51Q: 3 clusters Score -1434168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1434173.500000 Penalty: 4650.087402
	Iteration 52Q: 3 clusters Score -1434174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1434180.125000 Penalty: 4650.087402
	Iteration 53Q: 3 clusters Score -1434180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1434182.500000 Penalty: 4650.087402
	Iteration 54Q: 3 clusters Score -1434182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1434186.625000 Penalty: 4650.087402
	Iteration 55Q: 3 clusters Score -1434187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1434194.625000 Penalty: 4650.087402
	Iteration 56Q: 3 clusters Score -1434195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1434197.125000 Penalty: 4650.087402
	Iteration 57Q: 3 clusters Score -1434197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1434202.625000 Penalty: 4650.087402
	Iteration 58Q: 3 clusters Score -1434203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1434207.250000 Penalty: 4650.087402
	Iteration 59Q: 3 clusters Score -1434207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1434205.500000 Penalty: 4650.087402
	Iteration 60F: 3 clusters Score -1434206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1434205.750000 Penalty: 4650.087402
	Iteration 61Q: 3 clusters Score -1434206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1434207.500000 Penalty: 4650.087402
	Iteration 62Q: 3 clusters Score -1434208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1434209.875000 Penalty: 4650.087402
	Iteration 63Q: 3 clusters Score -1434210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1434210.625000 Penalty: 4650.087402
	Iteration 64Q: 3 clusters Score -1434211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1434209.250000 Penalty: 4650.087402
	Iteration 65Q: 3 clusters Score -1434209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1434211.625000 Penalty: 4650.087402
	Iteration 66Q: 3 clusters Score -1434212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1434212.375000 Penalty: 4650.087402
	Iteration 67Q: 3 clusters Score -1434212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1434213.625000 Penalty: 4650.087402
	Iteration 68Q: 3 clusters Score -1434214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1434213.875000 Penalty: 4650.087402
	Iteration 69Q: 3 clusters Score -1434214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1434212.500000 Penalty: 4650.087402
	Iteration 70Q: 3 clusters Score -1434212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1434213.750000 Penalty: 4650.087402
	Iteration 71Q: 3 clusters Score -1434214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1434215.750000 Penalty: 4650.087402
	Iteration 72Q: 3 clusters Score -1434216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1434220.125000 Penalty: 4650.087402
	Iteration 73Q: 3 clusters Score -1434220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1434220.500000 Penalty: 4650.087402
	Iteration 74Q: 3 clusters Score -1434220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1434221.625000 Penalty: 4650.087402
	Iteration 75Q: 3 clusters Score -1434222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1434222.750000 Penalty: 4650.087402
	Iteration 76Q: 3 clusters Score -1434223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1434230.750000 Penalty: 4650.087402
	Iteration 77Q: 3 clusters Score -1434231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1434243.000000 Penalty: 4650.087402
	Iteration 78Q: 3 clusters Score -1434243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1434268.125000 Penalty: 4650.087402
	Iteration 79Q: 3 clusters Score -1434268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1434281.250000 Penalty: 4650.087402
	Iteration 80F: 3 clusters Score -1434281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1434325.375000 Penalty: 4650.087402
	Iteration 81Q: 3 clusters Score -1434325 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1434406.875000 Penalty: 4650.087402
	Iteration 82Q: 3 clusters Score -1434407 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1434536.125000 Penalty: 4650.087402
	Iteration 83Q: 3 clusters Score -1434536 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1434643.750000 Penalty: 4650.087402
	Iteration 84Q: 3 clusters Score -1434644 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1434702.375000 Penalty: 4650.087402
	Iteration 85Q: 3 clusters Score -1434702 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1434736.625000 Penalty: 4650.087402
	Iteration 86Q: 3 clusters Score -1434737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1434765.875000 Penalty: 4650.087402
	Iteration 87Q: 3 clusters Score -1434766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1434783.125000 Penalty: 4650.087402
	Iteration 88Q: 3 clusters Score -1434783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1434799.500000 Penalty: 4650.087402
	Iteration 89Q: 3 clusters Score -1434800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1434812.375000 Penalty: 4650.087402
	Iteration 90Q: 3 clusters Score -1434812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1434818.750000 Penalty: 4650.087402
	Iteration 91Q: 3 clusters Score -1434819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1434826.750000 Penalty: 4650.087402
	Iteration 92Q: 3 clusters Score -1434827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1434832.125000 Penalty: 4650.087402
	Iteration 93Q: 3 clusters Score -1434832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1434830.875000 Penalty: 4650.087402
	Iteration 94Q: 3 clusters Score -1434831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1434836.750000 Penalty: 4650.087402
	Iteration 95Q: 3 clusters Score -1434837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1434838.375000 Penalty: 4650.087402
	Iteration 96Q: 3 clusters Score -1434838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1434841.250000 Penalty: 4650.087402
	Iteration 97Q: 3 clusters Score -1434841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1434841.500000 Penalty: 4650.087402
	Iteration 98Q: 3 clusters Score -1434842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1434838.875000 Penalty: 4650.087402
	Iteration 99Q: 3 clusters Score -1434839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1434837.000000 Penalty: 4650.087402
	Iteration 100F: 3 clusters Score -1434837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1434839.750000 Penalty: 4650.087402
	Iteration 101Q: 3 clusters Score -1434840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1434839.750000 Penalty: 4650.087402
	Iteration 102F: 3 clusters Score -1434840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -293717.468750 Penalty: 1930.342773
	Iteration 0F: 2 clusters Score -293717.5 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 1183 members 
Entering Unmasked Estep 
Score: -290862.875000 Penalty: 3860.685547
	Iteration 0F: 3 clusters Score -290862.9 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -291368.000000 Penalty: 3860.685547
	Iteration 1F: 3 clusters Score -291368 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -291503.625000 Penalty: 3860.685547
	Iteration 2F: 3 clusters Score -291503.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -291580.062500 Penalty: 3860.685547
	Iteration 3Q: 3 clusters Score -291580.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -291634.875000 Penalty: 3860.685547
	Iteration 4Q: 3 clusters Score -291634.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -291668.375000 Penalty: 3860.685547
	Iteration 5Q: 3 clusters Score -291668.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -291685.812500 Penalty: 3860.685547
	Iteration 6Q: 3 clusters Score -291685.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291698.093750 Penalty: 3860.685547
	Iteration 7Q: 3 clusters Score -291698.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291710.125000 Penalty: 3860.685547
	Iteration 8Q: 3 clusters Score -291710.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291721.156250 Penalty: 3860.685547
	Iteration 9Q: 3 clusters Score -291721.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291730.562500 Penalty: 3860.685547
	Iteration 10Q: 3 clusters Score -291730.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -291741.187500 Penalty: 3860.685547
	Iteration 11Q: 3 clusters Score -291741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -291750.812500 Penalty: 3860.685547
	Iteration 12Q: 3 clusters Score -291750.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -291765.437500 Penalty: 3860.685547
	Iteration 13Q: 3 clusters Score -291765.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -291784.156250 Penalty: 3860.685547
	Iteration 14Q: 3 clusters Score -291784.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -291797.718750 Penalty: 3860.685547
	Iteration 15Q: 3 clusters Score -291797.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -291811.125000 Penalty: 3860.685547
	Iteration 16Q: 3 clusters Score -291811.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -291822.062500 Penalty: 3860.685547
	Iteration 17Q: 3 clusters Score -291822.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -291831.500000 Penalty: 3860.685547
	Iteration 18Q: 3 clusters Score -291831.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -291839.812500 Penalty: 3860.685547
	Iteration 19Q: 3 clusters Score -291839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -291846.468750 Penalty: 3860.685547
	Iteration 20F: 3 clusters Score -291846.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -291852.375000 Penalty: 3860.685547
	Iteration 21Q: 3 clusters Score -291852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -291855.437500 Penalty: 3860.685547
	Iteration 22Q: 3 clusters Score -291855.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -291859.687500 Penalty: 3860.685547
	Iteration 23Q: 3 clusters Score -291859.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -291866.468750 Penalty: 3860.685547
	Iteration 24Q: 3 clusters Score -291866.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -291873.531250 Penalty: 3860.685547
	Iteration 25Q: 3 clusters Score -291873.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -291880.812500 Penalty: 3860.685547
	Iteration 26Q: 3 clusters Score -291880.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -291886.812500 Penalty: 3860.685547
	Iteration 27Q: 3 clusters Score -291886.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -291896.312500 Penalty: 3860.685547
	Iteration 28Q: 3 clusters Score -291896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291911.531250 Penalty: 3860.685547
	Iteration 29Q: 3 clusters Score -291911.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -291916.437500 Penalty: 3860.685547
	Iteration 30Q: 3 clusters Score -291916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291927.437500 Penalty: 3860.685547
	Iteration 31Q: 3 clusters Score -291927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -291937.343750 Penalty: 3860.685547
	Iteration 32Q: 3 clusters Score -291937.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -291947.000000 Penalty: 3860.685547
	Iteration 33Q: 3 clusters Score -291947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291956.031250 Penalty: 3860.685547
	Iteration 34Q: 3 clusters Score -291956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -291964.500000 Penalty: 3860.685547
	Iteration 35Q: 3 clusters Score -291964.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -291969.531250 Penalty: 3860.685547
	Iteration 36Q: 3 clusters Score -291969.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -291974.218750 Penalty: 3860.685547
	Iteration 37Q: 3 clusters Score -291974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -291975.468750 Penalty: 3860.685547
	Iteration 38Q: 3 clusters Score -291975.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -291977.375000 Penalty: 3860.685547
	Iteration 39Q: 3 clusters Score -291977.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -291977.375000 Penalty: 3860.685547
	Iteration 40F: 3 clusters Score -291977.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -338415.875000 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -338415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -335344.062500 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -335344.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -335899.875000 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -335899.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -336043.781250 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -336043.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -336131.125000 Penalty: 3923.653076
	Iteration 3Q: 3 clusters Score -336131.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -336191.250000 Penalty: 3923.653076
	Iteration 4Q: 3 clusters Score -336191.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -336237.062500 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -336237.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -336271.000000 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -336271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -336297.750000 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -336297.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -336313.937500 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -336313.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -336325.500000 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -336325.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -336339.281250 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -336339.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -336355.375000 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -336355.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -336369.406250 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -336369.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -336377.875000 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -336377.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -336387.187500 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -336387.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -336393.218750 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -336393.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -336397.968750 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -336398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -336403.625000 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -336403.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -336410.062500 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -336410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -336414.750000 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -336414.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -336418.687500 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -336418.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -336420.843750 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -336420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -336421.125000 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -336421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -336422.687500 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -336422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -336423.687500 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -336423.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -336426.281250 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -336426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -336428.500000 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -336428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -336431.031250 Penalty: 3923.653076
	Iteration 27Q: 3 clusters Score -336431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -336433.281250 Penalty: 3923.653076
	Iteration 28Q: 3 clusters Score -336433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -336436.718750 Penalty: 3923.653076
	Iteration 29Q: 3 clusters Score -336436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -336437.593750 Penalty: 3923.653076
	Iteration 30Q: 3 clusters Score -336437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -336437.875000 Penalty: 3923.653076
	Iteration 31Q: 3 clusters Score -336437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -336439.593750 Penalty: 3923.653076
	Iteration 32Q: 3 clusters Score -336439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -336439.312500 Penalty: 3923.653076
	Iteration 33Q: 3 clusters Score -336439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -336440.937500 Penalty: 3923.653076
	Iteration 34Q: 3 clusters Score -336440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -336443.031250 Penalty: 3923.653076
	Iteration 35Q: 3 clusters Score -336443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -336444.218750 Penalty: 3923.653076
	Iteration 36Q: 3 clusters Score -336444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -336446.468750 Penalty: 3923.653076
	Iteration 37Q: 3 clusters Score -336446.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -336449.031250 Penalty: 3923.653076
	Iteration 38Q: 3 clusters Score -336449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -336451.562500 Penalty: 3923.653076
	Iteration 39Q: 3 clusters Score -336451.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -336452.187500 Penalty: 3923.653076
	Iteration 40F: 3 clusters Score -336452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -336452.875000 Penalty: 3923.653076
	Iteration 41Q: 3 clusters Score -336452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -336452.906250 Penalty: 3923.653076
	Iteration 42Q: 3 clusters Score -336452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -336452.906250 Penalty: 3923.653076
	Iteration 43F: 3 clusters Score -336452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Entering Unmasked Estep 
Score: -2753275.250000 Penalty: 2475.713135
	Iteration 0F: 2 clusters Score -2753275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2738109.500000 Penalty: 4951.426270
	Iteration 0F: 3 clusters Score -2738110 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2743322.500000 Penalty: 4951.426270
	Iteration 1F: 3 clusters Score -2743322 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2743886.750000 Penalty: 4951.426270
	Iteration 2F: 3 clusters Score -2743887 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2744404.750000 Penalty: 4951.426270
	Iteration 3F: 3 clusters Score -2744405 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2744923.000000 Penalty: 4951.426270
	Iteration 4F: 3 clusters Score -2744923 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2745537.750000 Penalty: 4951.426270
	Iteration 5F: 3 clusters Score -2745538 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2746225.750000 Penalty: 4951.426270
	Iteration 6F: 3 clusters Score -2746226 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2746950.000000 Penalty: 4951.426270
	Iteration 7F: 3 clusters Score -2746950 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2747718.500000 Penalty: 4951.426270
	Iteration 8Q: 3 clusters Score -2747718 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2748497.250000 Penalty: 4951.426270
	Iteration 9Q: 3 clusters Score -2748497 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2749107.500000 Penalty: 4951.426270
	Iteration 10Q: 3 clusters Score -2749108 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2749583.500000 Penalty: 4951.426270
	Iteration 11Q: 3 clusters Score -2749584 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2749897.500000 Penalty: 4951.426270
	Iteration 12Q: 3 clusters Score -2749898 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2750134.750000 Penalty: 4951.426270
	Iteration 13Q: 3 clusters Score -2750135 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2750260.250000 Penalty: 4951.426270
	Iteration 14Q: 3 clusters Score -2750260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2750366.500000 Penalty: 4951.426270
	Iteration 15Q: 3 clusters Score -2750366 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2750479.000000 Penalty: 4951.426270
	Iteration 16Q: 3 clusters Score -2750479 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2750561.500000 Penalty: 4951.426270
	Iteration 17Q: 3 clusters Score -2750562 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2750637.500000 Penalty: 4951.426270
	Iteration 18Q: 3 clusters Score -2750638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2750699.000000 Penalty: 4951.426270
	Iteration 19Q: 3 clusters Score -2750699 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2750744.250000 Penalty: 4951.426270
	Iteration 20F: 3 clusters Score -2750744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2750783.500000 Penalty: 4951.426270
	Iteration 21Q: 3 clusters Score -2750784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2750816.250000 Penalty: 4951.426270
	Iteration 22Q: 3 clusters Score -2750816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2750845.500000 Penalty: 4951.426270
	Iteration 23Q: 3 clusters Score -2750846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2750880.500000 Penalty: 4951.426270
	Iteration 24Q: 3 clusters Score -2750880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2750912.750000 Penalty: 4951.426270
	Iteration 25Q: 3 clusters Score -2750913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2750940.750000 Penalty: 4951.426270
	Iteration 26Q: 3 clusters Score -2750941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2750964.750000 Penalty: 4951.426270
	Iteration 27Q: 3 clusters Score -2750965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2750989.750000 Penalty: 4951.426270
	Iteration 28Q: 3 clusters Score -2750990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2751028.750000 Penalty: 4951.426270
	Iteration 29Q: 3 clusters Score -2751029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2751062.000000 Penalty: 4951.426270
	Iteration 30Q: 3 clusters Score -2751062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2751089.000000 Penalty: 4951.426270
	Iteration 31Q: 3 clusters Score -2751089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2751127.500000 Penalty: 4951.426270
	Iteration 32Q: 3 clusters Score -2751128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2751149.500000 Penalty: 4951.426270
	Iteration 33Q: 3 clusters Score -2751150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2751173.500000 Penalty: 4951.426270
	Iteration 34Q: 3 clusters Score -2751174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2751187.000000 Penalty: 4951.426270
	Iteration 35Q: 3 clusters Score -2751187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2751200.750000 Penalty: 4951.426270
	Iteration 36Q: 3 clusters Score -2751201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2751208.000000 Penalty: 4951.426270
	Iteration 37Q: 3 clusters Score -2751208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2751215.750000 Penalty: 4951.426270
	Iteration 38Q: 3 clusters Score -2751216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2751223.500000 Penalty: 4951.426270
	Iteration 39Q: 3 clusters Score -2751224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2751222.500000 Penalty: 4951.426270
	Iteration 40F: 3 clusters Score -2751222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2751221.500000 Penalty: 4951.426270
	Iteration 41Q: 3 clusters Score -2751222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2751223.250000 Penalty: 4951.426270
	Iteration 42Q: 3 clusters Score -2751223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2751228.000000 Penalty: 4951.426270
	Iteration 43Q: 3 clusters Score -2751228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2751228.000000 Penalty: 4951.426270
	Iteration 44Q: 3 clusters Score -2751228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2751228.500000 Penalty: 4951.426270
	Iteration 45Q: 3 clusters Score -2751228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2751229.500000 Penalty: 4951.426270
	Iteration 46Q: 3 clusters Score -2751230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2751231.500000 Penalty: 4951.426270
	Iteration 47Q: 3 clusters Score -2751232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2751229.750000 Penalty: 4951.426270
	Iteration 48Q: 3 clusters Score -2751230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2751235.000000 Penalty: 4951.426270
	Iteration 49Q: 3 clusters Score -2751235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2751234.750000 Penalty: 4951.426270
	Iteration 50Q: 3 clusters Score -2751235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2751233.250000 Penalty: 4951.426270
	Iteration 51Q: 3 clusters Score -2751233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2751238.250000 Penalty: 4951.426270
	Iteration 52Q: 3 clusters Score -2751238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2751237.750000 Penalty: 4951.426270
	Iteration 53Q: 3 clusters Score -2751238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2751240.250000 Penalty: 4951.426270
	Iteration 54Q: 3 clusters Score -2751240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2751241.250000 Penalty: 4951.426270
	Iteration 55Q: 3 clusters Score -2751241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2751244.000000 Penalty: 4951.426270
	Iteration 56Q: 3 clusters Score -2751244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2751245.250000 Penalty: 4951.426270
	Iteration 57Q: 3 clusters Score -2751245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2751249.000000 Penalty: 4951.426270
	Iteration 58Q: 3 clusters Score -2751249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2751250.000000 Penalty: 4951.426270
	Iteration 59Q: 3 clusters Score -2751250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2751254.000000 Penalty: 4951.426270
	Iteration 60F: 3 clusters Score -2751254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2751256.500000 Penalty: 4951.426270
	Iteration 61Q: 3 clusters Score -2751256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2751261.250000 Penalty: 4951.426270
	Iteration 62Q: 3 clusters Score -2751261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2751266.250000 Penalty: 4951.426270
	Iteration 63Q: 3 clusters Score -2751266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2751272.000000 Penalty: 4951.426270
	Iteration 64Q: 3 clusters Score -2751272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2751277.750000 Penalty: 4951.426270
	Iteration 65Q: 3 clusters Score -2751278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2751281.000000 Penalty: 4951.426270
	Iteration 66Q: 3 clusters Score -2751281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2751291.750000 Penalty: 4951.426270
	Iteration 67Q: 3 clusters Score -2751292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2751295.250000 Penalty: 4951.426270
	Iteration 68Q: 3 clusters Score -2751295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2751299.000000 Penalty: 4951.426270
	Iteration 69Q: 3 clusters Score -2751299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2751296.750000 Penalty: 4951.426270
	Iteration 70Q: 3 clusters Score -2751297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2751296.750000 Penalty: 4951.426270
	Iteration 71F: 3 clusters Score -2751297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -301684.031250 Penalty: 1951.327026
	Iteration 0F: 2 clusters Score -301684 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 1298 members 
Entering Unmasked Estep 
Score: -298738.156250 Penalty: 3902.654053
	Iteration 0F: 3 clusters Score -298738.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -299446.125000 Penalty: 3902.654053
	Iteration 1F: 3 clusters Score -299446.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -299740.156250 Penalty: 3902.654053
	Iteration 2F: 3 clusters Score -299740.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -300006.843750 Penalty: 3902.654053
	Iteration 3F: 3 clusters Score -300006.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -300275.406250 Penalty: 3902.654053
	Iteration 4F: 3 clusters Score -300275.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -300476.343750 Penalty: 3902.654053
	Iteration 5F: 3 clusters Score -300476.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -300626.125000 Penalty: 3902.654053
	Iteration 6Q: 3 clusters Score -300626.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -300771.156250 Penalty: 3902.654053
	Iteration 7Q: 3 clusters Score -300771.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -300867.406250 Penalty: 3902.654053
	Iteration 8Q: 3 clusters Score -300867.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -300908.656250 Penalty: 3902.654053
	Iteration 9Q: 3 clusters Score -300908.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -300932.531250 Penalty: 3902.654053
	Iteration 10Q: 3 clusters Score -300932.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -300941.031250 Penalty: 3902.654053
	Iteration 11Q: 3 clusters Score -300941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -300950.312500 Penalty: 3902.654053
	Iteration 12Q: 3 clusters Score -300950.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -300959.875000 Penalty: 3902.654053
	Iteration 13Q: 3 clusters Score -300959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -300962.750000 Penalty: 3902.654053
	Iteration 14Q: 3 clusters Score -300962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -300966.062500 Penalty: 3902.654053
	Iteration 15Q: 3 clusters Score -300966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -300966.062500 Penalty: 3902.654053
	Iteration 16F: 3 clusters Score -300966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Entering Unmasked Estep 
Score: -7141424.500000 Penalty: 2710.274170
	Iteration 0F: 2 clusters Score -7141424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -7103958.000000 Penalty: 5420.548340
	Iteration 0F: 3 clusters Score -7103958 nChanged 25863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -7118210.500000 Penalty: 5420.548340
	Iteration 1F: 3 clusters Score -7118210 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -7118938.000000 Penalty: 5420.548340
	Iteration 2Q: 3 clusters Score -7118938 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -7119711.500000 Penalty: 5420.548340
	Iteration 3Q: 3 clusters Score -7119712 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -7120695.500000 Penalty: 5420.548340
	Iteration 4Q: 3 clusters Score -7120696 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -7122002.500000 Penalty: 5420.548340
	Iteration 5F: 3 clusters Score -7122002 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -7123181.000000 Penalty: 5420.548340
	Iteration 6F: 3 clusters Score -7123181 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -7124517.500000 Penalty: 5420.548340
	Iteration 7F: 3 clusters Score -7124518 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -7125606.000000 Penalty: 5420.548340
	Iteration 8F: 3 clusters Score -7125606 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -7126355.000000 Penalty: 5420.548340
	Iteration 9Q: 3 clusters Score -7126355 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -7126838.500000 Penalty: 5420.548340
	Iteration 10Q: 3 clusters Score -7126838 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -7127182.500000 Penalty: 5420.548340
	Iteration 11Q: 3 clusters Score -7127182 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -7127423.500000 Penalty: 5420.548340
	Iteration 12Q: 3 clusters Score -7127424 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -7127560.500000 Penalty: 5420.548340
	Iteration 13Q: 3 clusters Score -7127560 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -7127652.000000 Penalty: 5420.548340
	Iteration 14Q: 3 clusters Score -7127652 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -7127741.500000 Penalty: 5420.548340
	Iteration 15Q: 3 clusters Score -7127742 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -7127816.000000 Penalty: 5420.548340
	Iteration 16Q: 3 clusters Score -7127816 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -7127900.000000 Penalty: 5420.548340
	Iteration 17Q: 3 clusters Score -7127900 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -7128014.500000 Penalty: 5420.548340
	Iteration 18Q: 3 clusters Score -7128014 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -7128175.500000 Penalty: 5420.548340
	Iteration 19Q: 3 clusters Score -7128176 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7128398.500000 Penalty: 5420.548340
	Iteration 20F: 3 clusters Score -7128398 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -7128698.500000 Penalty: 5420.548340
	Iteration 21Q: 3 clusters Score -7128698 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -7129112.500000 Penalty: 5420.548340
	Iteration 22Q: 3 clusters Score -7129112 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7129708.500000 Penalty: 5420.548340
	Iteration 23Q: 3 clusters Score -7129708 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -7130638.500000 Penalty: 5420.548340
	Iteration 24Q: 3 clusters Score -7130638 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -7131695.500000 Penalty: 5420.548340
	Iteration 25Q: 3 clusters Score -7131696 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -7133126.500000 Penalty: 5420.548340
	Iteration 26Q: 3 clusters Score -7133126 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -7134525.500000 Penalty: 5420.548340
	Iteration 27Q: 3 clusters Score -7134526 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -7135753.500000 Penalty: 5420.548340
	Iteration 28Q: 3 clusters Score -7135754 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -7136798.000000 Penalty: 5420.548340
	Iteration 29Q: 3 clusters Score -7136798 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -7137537.000000 Penalty: 5420.548340
	Iteration 30Q: 3 clusters Score -7137537 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -7138022.000000 Penalty: 5420.548340
	Iteration 31Q: 3 clusters Score -7138022 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -7138286.500000 Penalty: 5420.548340
	Iteration 32Q: 3 clusters Score -7138286 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -7138516.500000 Penalty: 5420.548340
	Iteration 33Q: 3 clusters Score -7138516 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -7138671.500000 Penalty: 5420.548340
	Iteration 34Q: 3 clusters Score -7138672 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -7138761.500000 Penalty: 5420.548340
	Iteration 35Q: 3 clusters Score -7138762 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -7138827.000000 Penalty: 5420.548340
	Iteration 36Q: 3 clusters Score -7138827 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -7138880.000000 Penalty: 5420.548340
	Iteration 37Q: 3 clusters Score -7138880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -7138963.500000 Penalty: 5420.548340
	Iteration 38Q: 3 clusters Score -7138964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -7139015.000000 Penalty: 5420.548340
	Iteration 39Q: 3 clusters Score -7139015 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -7139054.000000 Penalty: 5420.548340
	Iteration 40F: 3 clusters Score -7139054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -7139079.000000 Penalty: 5420.548340
	Iteration 41Q: 3 clusters Score -7139079 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -7139113.000000 Penalty: 5420.548340
	Iteration 42Q: 3 clusters Score -7139113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -7139148.000000 Penalty: 5420.548340
	Iteration 43Q: 3 clusters Score -7139148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -7139162.500000 Penalty: 5420.548340
	Iteration 44Q: 3 clusters Score -7139162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -7139179.500000 Penalty: 5420.548340
	Iteration 45Q: 3 clusters Score -7139180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -7139175.500000 Penalty: 5420.548340
	Iteration 46Q: 3 clusters Score -7139176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -7139184.000000 Penalty: 5420.548340
	Iteration 47Q: 3 clusters Score -7139184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -7139199.000000 Penalty: 5420.548340
	Iteration 48Q: 3 clusters Score -7139199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -7139202.000000 Penalty: 5420.548340
	Iteration 49Q: 3 clusters Score -7139202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -7139201.500000 Penalty: 5420.548340
	Iteration 50Q: 3 clusters Score -7139202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -7139202.000000 Penalty: 5420.548340
	Iteration 51Q: 3 clusters Score -7139202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -7139211.500000 Penalty: 5420.548340
	Iteration 52Q: 3 clusters Score -7139212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -7139212.000000 Penalty: 5420.548340
	Iteration 53Q: 3 clusters Score -7139212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -7139212.500000 Penalty: 5420.548340
	Iteration 54Q: 3 clusters Score -7139212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -7139214.000000 Penalty: 5420.548340
	Iteration 55Q: 3 clusters Score -7139214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -7139214.000000 Penalty: 5420.548340
	Iteration 56F: 3 clusters Score -7139214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -19852592.000000 Penalty: 2963.715088
	Iteration 0F: 2 clusters Score -1.985259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -19748934.000000 Penalty: 5927.430176
	Iteration 0F: 3 clusters Score -1.974893e+07 nChanged 73868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -19793196.000000 Penalty: 5927.430176
	Iteration 1F: 3 clusters Score -1.97932e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -19794776.000000 Penalty: 5927.430176
	Iteration 2Q: 3 clusters Score -1.979478e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90102 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -19797128.000000 Penalty: 5927.430176
	Iteration 3Q: 3 clusters Score -1.979713e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96861 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -19801132.000000 Penalty: 5927.430176
	Iteration 4Q: 3 clusters Score -1.980113e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106098 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -19807664.000000 Penalty: 5927.430176
	Iteration 5F: 3 clusters Score -1.980766e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117604 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -19817042.000000 Penalty: 5927.430176
	Iteration 6F: 3 clusters Score -1.981704e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129706 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -19827758.000000 Penalty: 5927.430176
	Iteration 7F: 3 clusters Score -1.982776e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140228 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -19837600.000000 Penalty: 5927.430176
	Iteration 8F: 3 clusters Score -1.98376e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147341 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -19843988.000000 Penalty: 5927.430176
	Iteration 9Q: 3 clusters Score -1.984399e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -19847128.000000 Penalty: 5927.430176
	Iteration 10Q: 3 clusters Score -1.984713e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152957 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -19848672.000000 Penalty: 5927.430176
	Iteration 11Q: 3 clusters Score -1.984867e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153733 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -19849284.000000 Penalty: 5927.430176
	Iteration 12Q: 3 clusters Score -1.984928e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154076 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19849604.000000 Penalty: 5927.430176
	Iteration 13Q: 3 clusters Score -1.98496e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -19849786.000000 Penalty: 5927.430176
	Iteration 14Q: 3 clusters Score -1.984979e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154336 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -19849828.000000 Penalty: 5927.430176
	Iteration 15Q: 3 clusters Score -1.984983e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154380 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19849876.000000 Penalty: 5927.430176
	Iteration 16Q: 3 clusters Score -1.984988e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154409 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -19849932.000000 Penalty: 5927.430176
	Iteration 17Q: 3 clusters Score -1.984993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154430 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19849960.000000 Penalty: 5927.430176
	Iteration 18Q: 3 clusters Score -1.984996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154446 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19849988.000000 Penalty: 5927.430176
	Iteration 19Q: 3 clusters Score -1.984999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154451 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -19849982.000000 Penalty: 5927.430176
	Iteration 20F: 3 clusters Score -1.984998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154457 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19849980.000000 Penalty: 5927.430176
	Iteration 21Q: 3 clusters Score -1.984998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19849998.000000 Penalty: 5927.430176
	Iteration 22Q: 3 clusters Score -1.985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154462 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19850006.000000 Penalty: 5927.430176
	Iteration 23Q: 3 clusters Score -1.985001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154463 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19850012.000000 Penalty: 5927.430176
	Iteration 24Q: 3 clusters Score -1.985001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154464 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -19849998.000000 Penalty: 5927.430176
	Iteration 25Q: 3 clusters Score -1.985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154465 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19850002.000000 Penalty: 5927.430176
	Iteration 26Q: 3 clusters Score -1.985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19850012.000000 Penalty: 5927.430176
	Iteration 27Q: 3 clusters Score -1.985001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19850012.000000 Penalty: 5927.430176
	Iteration 28Q: 3 clusters Score -1.985001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19850018.000000 Penalty: 5927.430176
	Iteration 29Q: 3 clusters Score -1.985002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19850018.000000 Penalty: 5927.430176
	Iteration 30F: 3 clusters Score -1.985002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Entering Unmasked Estep 
Score: -9163936.000000 Penalty: 2771.010742
	Iteration 0F: 2 clusters Score -9163936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -9116230.000000 Penalty: 5542.021484
	Iteration 0F: 3 clusters Score -9116230 nChanged 33431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -9135141.000000 Penalty: 5542.021484
	Iteration 1F: 3 clusters Score -9135141 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -9136182.000000 Penalty: 5542.021484
	Iteration 2Q: 3 clusters Score -9136182 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -9137900.000000 Penalty: 5542.021484
	Iteration 3F: 3 clusters Score -9137900 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -9140687.000000 Penalty: 5542.021484
	Iteration 4F: 3 clusters Score -9140687 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -9144784.000000 Penalty: 5542.021484
	Iteration 5F: 3 clusters Score -9144784 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -9149663.000000 Penalty: 5542.021484
	Iteration 6F: 3 clusters Score -9149663 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -9154275.000000 Penalty: 5542.021484
	Iteration 7F: 3 clusters Score -9154275 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -9157596.000000 Penalty: 5542.021484
	Iteration 8F: 3 clusters Score -9157596 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -9159653.000000 Penalty: 5542.021484
	Iteration 9Q: 3 clusters Score -9159653 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -9160648.000000 Penalty: 5542.021484
	Iteration 10Q: 3 clusters Score -9160648 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -9161129.000000 Penalty: 5542.021484
	Iteration 11Q: 3 clusters Score -9161129 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -9161314.000000 Penalty: 5542.021484
	Iteration 12Q: 3 clusters Score -9161314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -9161425.000000 Penalty: 5542.021484
	Iteration 13Q: 3 clusters Score -9161425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
Score: -9161472.000000 Penalty: 5542.021484
	Iteration 14Q: 3 clusters Score -9161472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -9161511.000000 Penalty: 5542.021484
	Iteration 15Q: 3 clusters Score -9161511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -9161535.000000 Penalty: 5542.021484
	Iteration 16Q: 3 clusters Score -9161535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -9161542.000000 Penalty: 5542.021484
	Iteration 17Q: 3 clusters Score -9161542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -9161565.000000 Penalty: 5542.021484
	Iteration 18Q: 3 clusters Score -9161565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -9161571.000000 Penalty: 5542.021484
	Iteration 19Q: 3 clusters Score -9161571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -9161574.000000 Penalty: 5542.021484
	Iteration 20F: 3 clusters Score -9161574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -9161582.000000 Penalty: 5542.021484
	Iteration 21Q: 3 clusters Score -9161582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -9161588.000000 Penalty: 5542.021484
	Iteration 22Q: 3 clusters Score -9161588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -9161601.000000 Penalty: 5542.021484
	Iteration 23Q: 3 clusters Score -9161601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -9161604.000000 Penalty: 5542.021484
	Iteration 24Q: 3 clusters Score -9161604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -9161604.000000 Penalty: 5542.021484
	Iteration 25Q: 3 clusters Score -9161604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -9161608.000000 Penalty: 5542.021484
	Iteration 26Q: 3 clusters Score -9161608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -9161620.000000 Penalty: 5542.021484
	Iteration 27Q: 3 clusters Score -9161620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -9161618.000000 Penalty: 5542.021484
	Iteration 28Q: 3 clusters Score -9161618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -9161624.000000 Penalty: 5542.021484
	Iteration 29Q: 3 clusters Score -9161624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 70857 members 
Entering Unmasked Estep 
Score: -9161619.000000 Penalty: 5542.021484
	Iteration 30Q: 3 clusters Score -9161619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -9161615.000000 Penalty: 5542.021484
	Iteration 31Q: 3 clusters Score -9161615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -9161623.000000 Penalty: 5542.021484
	Iteration 32Q: 3 clusters Score -9161623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -9161629.000000 Penalty: 5542.021484
	Iteration 33Q: 3 clusters Score -9161629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -9161625.000000 Penalty: 5542.021484
	Iteration 34Q: 3 clusters Score -9161625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -9161628.000000 Penalty: 5542.021484
	Iteration 35Q: 3 clusters Score -9161628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -9161628.000000 Penalty: 5542.021484
	Iteration 36F: 3 clusters Score -9161628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Entering Unmasked Estep 
Score: -2207500.500000 Penalty: 2419.998047
	Iteration 0F: 2 clusters Score -2207500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2195182.500000 Penalty: 4839.996094
	Iteration 0F: 3 clusters Score -2195182 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2199258.750000 Penalty: 4839.996094
	Iteration 1F: 3 clusters Score -2199259 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2199749.500000 Penalty: 4839.996094
	Iteration 2F: 3 clusters Score -2199750 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2200251.500000 Penalty: 4839.996094
	Iteration 3F: 3 clusters Score -2200252 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2200773.750000 Penalty: 4839.996094
	Iteration 4F: 3 clusters Score -2200774 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2201348.000000 Penalty: 4839.996094
	Iteration 5F: 3 clusters Score -2201348 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2201955.000000 Penalty: 4839.996094
	Iteration 6F: 3 clusters Score -2201955 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2202615.000000 Penalty: 4839.996094
	Iteration 7F: 3 clusters Score -2202615 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2203243.500000 Penalty: 4839.996094
	Iteration 8Q: 3 clusters Score -2203244 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2203784.250000 Penalty: 4839.996094
	Iteration 9Q: 3 clusters Score -2203784 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2204228.500000 Penalty: 4839.996094
	Iteration 10Q: 3 clusters Score -2204228 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2204535.000000 Penalty: 4839.996094
	Iteration 11Q: 3 clusters Score -2204535 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2204722.500000 Penalty: 4839.996094
	Iteration 12Q: 3 clusters Score -2204722 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2204837.250000 Penalty: 4839.996094
	Iteration 13Q: 3 clusters Score -2204837 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2204887.250000 Penalty: 4839.996094
	Iteration 14Q: 3 clusters Score -2204887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2204918.000000 Penalty: 4839.996094
	Iteration 15Q: 3 clusters Score -2204918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2204944.750000 Penalty: 4839.996094
	Iteration 16Q: 3 clusters Score -2204945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2204952.500000 Penalty: 4839.996094
	Iteration 17Q: 3 clusters Score -2204952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2204969.500000 Penalty: 4839.996094
	Iteration 18Q: 3 clusters Score -2204970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2204987.500000 Penalty: 4839.996094
	Iteration 19Q: 3 clusters Score -2204988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2205000.750000 Penalty: 4839.996094
	Iteration 20F: 3 clusters Score -2205001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2205011.000000 Penalty: 4839.996094
	Iteration 21Q: 3 clusters Score -2205011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2205036.750000 Penalty: 4839.996094
	Iteration 22Q: 3 clusters Score -2205037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2205038.750000 Penalty: 4839.996094
	Iteration 23Q: 3 clusters Score -2205039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2205055.500000 Penalty: 4839.996094
	Iteration 24Q: 3 clusters Score -2205056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2205059.000000 Penalty: 4839.996094
	Iteration 25Q: 3 clusters Score -2205059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2205070.500000 Penalty: 4839.996094
	Iteration 26Q: 3 clusters Score -2205070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2205071.250000 Penalty: 4839.996094
	Iteration 27Q: 3 clusters Score -2205071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2205084.750000 Penalty: 4839.996094
	Iteration 28Q: 3 clusters Score -2205085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2205099.750000 Penalty: 4839.996094
	Iteration 29Q: 3 clusters Score -2205100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2205113.750000 Penalty: 4839.996094
	Iteration 30Q: 3 clusters Score -2205114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2205119.000000 Penalty: 4839.996094
	Iteration 31Q: 3 clusters Score -2205119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2205127.750000 Penalty: 4839.996094
	Iteration 32Q: 3 clusters Score -2205128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2205129.500000 Penalty: 4839.996094
	Iteration 33Q: 3 clusters Score -2205130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2205135.500000 Penalty: 4839.996094
	Iteration 34Q: 3 clusters Score -2205136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2205142.500000 Penalty: 4839.996094
	Iteration 35Q: 3 clusters Score -2205142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2205145.500000 Penalty: 4839.996094
	Iteration 36Q: 3 clusters Score -2205146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2205143.000000 Penalty: 4839.996094
	Iteration 37Q: 3 clusters Score -2205143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2205147.750000 Penalty: 4839.996094
	Iteration 38Q: 3 clusters Score -2205148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2205151.000000 Penalty: 4839.996094
	Iteration 39Q: 3 clusters Score -2205151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2205153.000000 Penalty: 4839.996094
	Iteration 40F: 3 clusters Score -2205153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2205157.750000 Penalty: 4839.996094
	Iteration 41Q: 3 clusters Score -2205158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2205161.000000 Penalty: 4839.996094
	Iteration 42Q: 3 clusters Score -2205161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2205167.000000 Penalty: 4839.996094
	Iteration 43Q: 3 clusters Score -2205167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2205166.250000 Penalty: 4839.996094
	Iteration 44Q: 3 clusters Score -2205166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2205163.500000 Penalty: 4839.996094
	Iteration 45Q: 3 clusters Score -2205164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2205164.500000 Penalty: 4839.996094
	Iteration 46Q: 3 clusters Score -2205164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2205172.250000 Penalty: 4839.996094
	Iteration 47Q: 3 clusters Score -2205172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2205175.250000 Penalty: 4839.996094
	Iteration 48Q: 3 clusters Score -2205175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2205178.250000 Penalty: 4839.996094
	Iteration 49Q: 3 clusters Score -2205178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2205183.250000 Penalty: 4839.996094
	Iteration 50Q: 3 clusters Score -2205183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2205185.500000 Penalty: 4839.996094
	Iteration 51Q: 3 clusters Score -2205186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2205191.500000 Penalty: 4839.996094
	Iteration 52Q: 3 clusters Score -2205192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2205188.000000 Penalty: 4839.996094
	Iteration 53Q: 3 clusters Score -2205188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2205192.000000 Penalty: 4839.996094
	Iteration 54Q: 3 clusters Score -2205192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2205194.250000 Penalty: 4839.996094
	Iteration 55Q: 3 clusters Score -2205194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2205198.000000 Penalty: 4839.996094
	Iteration 56Q: 3 clusters Score -2205198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2205199.500000 Penalty: 4839.996094
	Iteration 57Q: 3 clusters Score -2205200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2205201.750000 Penalty: 4839.996094
	Iteration 58Q: 3 clusters Score -2205202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2205197.000000 Penalty: 4839.996094
	Iteration 59Q: 3 clusters Score -2205197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2205205.000000 Penalty: 4839.996094
	Iteration 60F: 3 clusters Score -2205205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2205206.750000 Penalty: 4839.996094
	Iteration 61Q: 3 clusters Score -2205207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2205203.000000 Penalty: 4839.996094
	Iteration 62Q: 3 clusters Score -2205203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2205207.500000 Penalty: 4839.996094
	Iteration 63Q: 3 clusters Score -2205208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2205208.750000 Penalty: 4839.996094
	Iteration 64Q: 3 clusters Score -2205209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2205210.250000 Penalty: 4839.996094
	Iteration 65Q: 3 clusters Score -2205210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2205214.000000 Penalty: 4839.996094
	Iteration 66Q: 3 clusters Score -2205214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2205213.250000 Penalty: 4839.996094
	Iteration 67Q: 3 clusters Score -2205213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2205216.000000 Penalty: 4839.996094
	Iteration 68Q: 3 clusters Score -2205216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2205216.500000 Penalty: 4839.996094
	Iteration 69Q: 3 clusters Score -2205216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2205216.000000 Penalty: 4839.996094
	Iteration 70Q: 3 clusters Score -2205216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2205215.000000 Penalty: 4839.996094
	Iteration 71Q: 3 clusters Score -2205215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2205216.500000 Penalty: 4839.996094
	Iteration 72Q: 3 clusters Score -2205216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2205217.500000 Penalty: 4839.996094
	Iteration 73Q: 3 clusters Score -2205218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2205215.000000 Penalty: 4839.996094
	Iteration 74Q: 3 clusters Score -2205215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2205210.000000 Penalty: 4839.996094
	Iteration 75Q: 3 clusters Score -2205210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2205215.000000 Penalty: 4839.996094
	Iteration 76Q: 3 clusters Score -2205215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2205215.500000 Penalty: 4839.996094
	Iteration 77Q: 3 clusters Score -2205216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2205216.500000 Penalty: 4839.996094
	Iteration 78Q: 3 clusters Score -2205216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2205214.750000 Penalty: 4839.996094
	Iteration 79Q: 3 clusters Score -2205215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2205217.750000 Penalty: 4839.996094
	Iteration 80F: 3 clusters Score -2205218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2205219.750000 Penalty: 4839.996094
	Iteration 81Q: 3 clusters Score -2205220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2205219.000000 Penalty: 4839.996094
	Iteration 82Q: 3 clusters Score -2205219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2205222.750000 Penalty: 4839.996094
	Iteration 83Q: 3 clusters Score -2205223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2205223.500000 Penalty: 4839.996094
	Iteration 84Q: 3 clusters Score -2205224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2205222.750000 Penalty: 4839.996094
	Iteration 85Q: 3 clusters Score -2205223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2205222.750000 Penalty: 4839.996094
	Iteration 86F: 3 clusters Score -2205223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Entering Unmasked Estep 
Score: -648183.625000 Penalty: 2115.467041
	Iteration 0F: 2 clusters Score -648183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -643625.562500 Penalty: 4230.934082
	Iteration 0F: 3 clusters Score -643625.6 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -644781.375000 Penalty: 4230.934082
	Iteration 1F: 3 clusters Score -644781.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -645133.125000 Penalty: 4230.934082
	Iteration 2F: 3 clusters Score -645133.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -645551.312500 Penalty: 4230.934082
	Iteration 3F: 3 clusters Score -645551.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -645925.000000 Penalty: 4230.934082
	Iteration 4F: 3 clusters Score -645925 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -646190.437500 Penalty: 4230.934082
	Iteration 5F: 3 clusters Score -646190.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -646420.062500 Penalty: 4230.934082
	Iteration 6F: 3 clusters Score -646420.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -646596.750000 Penalty: 4230.934082
	Iteration 7Q: 3 clusters Score -646596.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -646726.875000 Penalty: 4230.934082
	Iteration 8Q: 3 clusters Score -646726.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -646817.375000 Penalty: 4230.934082
	Iteration 9Q: 3 clusters Score -646817.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -646880.562500 Penalty: 4230.934082
	Iteration 10Q: 3 clusters Score -646880.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -646925.437500 Penalty: 4230.934082
	Iteration 11Q: 3 clusters Score -646925.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -646963.562500 Penalty: 4230.934082
	Iteration 12Q: 3 clusters Score -646963.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -646987.187500 Penalty: 4230.934082
	Iteration 13Q: 3 clusters Score -646987.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -647001.750000 Penalty: 4230.934082
	Iteration 14Q: 3 clusters Score -647001.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -647016.125000 Penalty: 4230.934082
	Iteration 15Q: 3 clusters Score -647016.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -647027.937500 Penalty: 4230.934082
	Iteration 16Q: 3 clusters Score -647027.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -647035.125000 Penalty: 4230.934082
	Iteration 17Q: 3 clusters Score -647035.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -647042.875000 Penalty: 4230.934082
	Iteration 18Q: 3 clusters Score -647042.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -647054.437500 Penalty: 4230.934082
	Iteration 19Q: 3 clusters Score -647054.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -647061.000000 Penalty: 4230.934082
	Iteration 20F: 3 clusters Score -647061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -647065.000000 Penalty: 4230.934082
	Iteration 21Q: 3 clusters Score -647065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -647070.625000 Penalty: 4230.934082
	Iteration 22Q: 3 clusters Score -647070.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -647077.000000 Penalty: 4230.934082
	Iteration 23Q: 3 clusters Score -647077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -647077.062500 Penalty: 4230.934082
	Iteration 24Q: 3 clusters Score -647077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -647077.875000 Penalty: 4230.934082
	Iteration 25Q: 3 clusters Score -647077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -647078.062500 Penalty: 4230.934082
	Iteration 26Q: 3 clusters Score -647078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -647080.375000 Penalty: 4230.934082
	Iteration 27Q: 3 clusters Score -647080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -647080.000000 Penalty: 4230.934082
	Iteration 28Q: 3 clusters Score -647080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -647079.875000 Penalty: 4230.934082
	Iteration 29Q: 3 clusters Score -647079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -647082.125000 Penalty: 4230.934082
	Iteration 30Q: 3 clusters Score -647082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -647082.500000 Penalty: 4230.934082
	Iteration 31Q: 3 clusters Score -647082.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -647083.062500 Penalty: 4230.934082
	Iteration 32Q: 3 clusters Score -647083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -647084.625000 Penalty: 4230.934082
	Iteration 33Q: 3 clusters Score -647084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -647084.687500 Penalty: 4230.934082
	Iteration 34Q: 3 clusters Score -647084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -647086.375000 Penalty: 4230.934082
	Iteration 35Q: 3 clusters Score -647086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -647085.625000 Penalty: 4230.934082
	Iteration 36Q: 3 clusters Score -647085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -647086.812500 Penalty: 4230.934082
	Iteration 37Q: 3 clusters Score -647086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -647087.125000 Penalty: 4230.934082
	Iteration 38Q: 3 clusters Score -647087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -647087.125000 Penalty: 4230.934082
	Iteration 39F: 3 clusters Score -647087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -99605.156250 Penalty: 1701.444702
	Iteration 0F: 2 clusters Score -99605.16 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 497 members 
Entering Unmasked Estep 
Score: -97821.375000 Penalty: 3402.889404
	Iteration 0F: 3 clusters Score -97821.38 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -98385.054688 Penalty: 3402.889404
	Iteration 1F: 3 clusters Score -98385.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -98682.640625 Penalty: 3402.889404
	Iteration 2F: 3 clusters Score -98682.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -98903.914062 Penalty: 3402.889404
	Iteration 3F: 3 clusters Score -98903.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -99051.304688 Penalty: 3402.889404
	Iteration 4F: 3 clusters Score -99051.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99215.015625 Penalty: 3402.889404
	Iteration 5Q: 3 clusters Score -99215.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -99310.312500 Penalty: 3402.889404
	Iteration 6Q: 3 clusters Score -99310.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -99380.921875 Penalty: 3402.889404
	Iteration 7Q: 3 clusters Score -99380.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -99420.515625 Penalty: 3402.889404
	Iteration 8Q: 3 clusters Score -99420.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -99437.968750 Penalty: 3402.889404
	Iteration 9Q: 3 clusters Score -99437.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -99460.078125 Penalty: 3402.889404
	Iteration 10Q: 3 clusters Score -99460.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -99473.664062 Penalty: 3402.889404
	Iteration 11Q: 3 clusters Score -99473.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -99480.562500 Penalty: 3402.889404
	Iteration 12Q: 3 clusters Score -99480.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -99495.898438 Penalty: 3402.889404
	Iteration 13Q: 3 clusters Score -99495.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -99510.257812 Penalty: 3402.889404
	Iteration 14Q: 3 clusters Score -99510.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99533.296875 Penalty: 3402.889404
	Iteration 15Q: 3 clusters Score -99533.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99584.210938 Penalty: 3402.889404
	Iteration 16Q: 3 clusters Score -99584.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99634.281250 Penalty: 3402.889404
	Iteration 17Q: 3 clusters Score -99634.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99661.968750 Penalty: 3402.889404
	Iteration 18Q: 3 clusters Score -99661.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99677.179688 Penalty: 3402.889404
	Iteration 19Q: 3 clusters Score -99677.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99691.843750 Penalty: 3402.889404
	Iteration 20F: 3 clusters Score -99691.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -99697.703125 Penalty: 3402.889404
	Iteration 21Q: 3 clusters Score -99697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -99699.640625 Penalty: 3402.889404
	Iteration 22Q: 3 clusters Score -99699.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -99699.640625 Penalty: 3402.889404
	Iteration 23F: 3 clusters Score -99699.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 13710 members 
Mstep: Class 4 contains 31427 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21649 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55744 members 
Mstep: Class 14 contains 154889 members 
Mstep: Class 15 contains 71213 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 357 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39133 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 597 members 
Entering Unmasked Estep 
Score: -77990680.000000 Penalty: 99327.773438
Splitting cluster 18 changes total score from -77992232.000000 to -77990680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -49283.671875 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -49283.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47930.496094 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -47930.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48348.625000 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -48348.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48662.429688 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -48662.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48839.082031 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -48839.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48980.707031 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -48980.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49070.945312 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -49070.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49101.925781 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -49101.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49170.917969 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -49170.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49213.695312 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -49213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49217.417969 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -49217.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49217.417969 Penalty: 3062.197998
	Iteration 10F: 3 clusters Score -49217.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -191637.093750 Penalty: 1837.465820
	Iteration 0F: 2 clusters Score -191637.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -189283.421875 Penalty: 3674.931641
	Iteration 0F: 3 clusters Score -189283.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -189795.671875 Penalty: 3674.931641
	Iteration 1F: 3 clusters Score -189795.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -189956.968750 Penalty: 3674.931641
	Iteration 2F: 3 clusters Score -189957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190084.734375 Penalty: 3674.931641
	Iteration 3F: 3 clusters Score -190084.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -190158.531250 Penalty: 3674.931641
	Iteration 4Q: 3 clusters Score -190158.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -190200.500000 Penalty: 3674.931641
	Iteration 5Q: 3 clusters Score -190200.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -190230.484375 Penalty: 3674.931641
	Iteration 6Q: 3 clusters Score -190230.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -190250.015625 Penalty: 3674.931641
	Iteration 7Q: 3 clusters Score -190250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -190265.140625 Penalty: 3674.931641
	Iteration 8Q: 3 clusters Score -190265.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -190276.093750 Penalty: 3674.931641
	Iteration 9Q: 3 clusters Score -190276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -190283.453125 Penalty: 3674.931641
	Iteration 10Q: 3 clusters Score -190283.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -190287.406250 Penalty: 3674.931641
	Iteration 11Q: 3 clusters Score -190287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -190289.328125 Penalty: 3674.931641
	Iteration 12Q: 3 clusters Score -190289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -190290.468750 Penalty: 3674.931641
	Iteration 13Q: 3 clusters Score -190290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -190292.109375 Penalty: 3674.931641
	Iteration 14Q: 3 clusters Score -190292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -190293.078125 Penalty: 3674.931641
	Iteration 15Q: 3 clusters Score -190293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -190293.453125 Penalty: 3674.931641
	Iteration 16Q: 3 clusters Score -190293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -190294.000000 Penalty: 3674.931641
	Iteration 17Q: 3 clusters Score -190294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -190295.718750 Penalty: 3674.931641
	Iteration 18Q: 3 clusters Score -190295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -190295.906250 Penalty: 3674.931641
	Iteration 19Q: 3 clusters Score -190295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -190296.921875 Penalty: 3674.931641
	Iteration 20F: 3 clusters Score -190296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -190298.765625 Penalty: 3674.931641
	Iteration 21Q: 3 clusters Score -190298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -190300.515625 Penalty: 3674.931641
	Iteration 22Q: 3 clusters Score -190300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -190305.390625 Penalty: 3674.931641
	Iteration 23Q: 3 clusters Score -190305.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -190309.218750 Penalty: 3674.931641
	Iteration 24Q: 3 clusters Score -190309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -190312.718750 Penalty: 3674.931641
	Iteration 25Q: 3 clusters Score -190312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -190316.281250 Penalty: 3674.931641
	Iteration 26Q: 3 clusters Score -190316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -190320.296875 Penalty: 3674.931641
	Iteration 27Q: 3 clusters Score -190320.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -190328.000000 Penalty: 3674.931641
	Iteration 28Q: 3 clusters Score -190328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -190339.296875 Penalty: 3674.931641
	Iteration 29Q: 3 clusters Score -190339.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -190345.750000 Penalty: 3674.931641
	Iteration 30Q: 3 clusters Score -190345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -190355.625000 Penalty: 3674.931641
	Iteration 31Q: 3 clusters Score -190355.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -190376.359375 Penalty: 3674.931641
	Iteration 32Q: 3 clusters Score -190376.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -190402.906250 Penalty: 3674.931641
	Iteration 33Q: 3 clusters Score -190402.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -190415.046875 Penalty: 3674.931641
	Iteration 34Q: 3 clusters Score -190415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -190423.250000 Penalty: 3674.931641
	Iteration 35Q: 3 clusters Score -190423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -190429.609375 Penalty: 3674.931641
	Iteration 36Q: 3 clusters Score -190429.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -190433.656250 Penalty: 3674.931641
	Iteration 37Q: 3 clusters Score -190433.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -190436.437500 Penalty: 3674.931641
	Iteration 38Q: 3 clusters Score -190436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -190437.218750 Penalty: 3674.931641
	Iteration 39Q: 3 clusters Score -190437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -190437.218750 Penalty: 3674.931641
	Iteration 40F: 3 clusters Score -190437.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Entering Unmasked Estep 
Score: -4977244.500000 Penalty: 2622.531006
	Iteration 0F: 2 clusters Score -4977244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4950835.000000 Penalty: 5245.062012
	Iteration 0F: 3 clusters Score -4950835 nChanged 17839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4960682.000000 Penalty: 5245.062012
	Iteration 1F: 3 clusters Score -4960682 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4961475.500000 Penalty: 5245.062012
	Iteration 2F: 3 clusters Score -4961476 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -4962320.500000 Penalty: 5245.062012
	Iteration 3F: 3 clusters Score -4962320 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -4963274.500000 Penalty: 5245.062012
	Iteration 4F: 3 clusters Score -4963274 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -4964280.000000 Penalty: 5245.062012
	Iteration 5F: 3 clusters Score -4964280 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -4965470.000000 Penalty: 5245.062012
	Iteration 6F: 3 clusters Score -4965470 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -4966836.000000 Penalty: 5245.062012
	Iteration 7F: 3 clusters Score -4966836 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -4968438.000000 Penalty: 5245.062012
	Iteration 8F: 3 clusters Score -4968438 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4970043.000000 Penalty: 5245.062012
	Iteration 9F: 3 clusters Score -4970043 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4971534.500000 Penalty: 5245.062012
	Iteration 10Q: 3 clusters Score -4971534 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4972795.000000 Penalty: 5245.062012
	Iteration 11Q: 3 clusters Score -4972795 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4973722.500000 Penalty: 5245.062012
	Iteration 12Q: 3 clusters Score -4973722 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4974357.500000 Penalty: 5245.062012
	Iteration 13Q: 3 clusters Score -4974358 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4974813.500000 Penalty: 5245.062012
	Iteration 14Q: 3 clusters Score -4974814 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4975107.500000 Penalty: 5245.062012
	Iteration 15Q: 3 clusters Score -4975108 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4975340.500000 Penalty: 5245.062012
	Iteration 16Q: 3 clusters Score -4975340 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -4975503.500000 Penalty: 5245.062012
	Iteration 17Q: 3 clusters Score -4975504 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4975606.000000 Penalty: 5245.062012
	Iteration 18Q: 3 clusters Score -4975606 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4975659.000000 Penalty: 5245.062012
	Iteration 19Q: 3 clusters Score -4975659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -4975685.000000 Penalty: 5245.062012
	Iteration 20F: 3 clusters Score -4975685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -4975713.500000 Penalty: 5245.062012
	Iteration 21Q: 3 clusters Score -4975714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -4975717.000000 Penalty: 5245.062012
	Iteration 22Q: 3 clusters Score -4975717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -4975734.000000 Penalty: 5245.062012
	Iteration 23Q: 3 clusters Score -4975734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4975744.000000 Penalty: 5245.062012
	Iteration 24Q: 3 clusters Score -4975744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -4975754.000000 Penalty: 5245.062012
	Iteration 25Q: 3 clusters Score -4975754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4975762.500000 Penalty: 5245.062012
	Iteration 26Q: 3 clusters Score -4975762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -4975774.000000 Penalty: 5245.062012
	Iteration 27Q: 3 clusters Score -4975774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -4975771.500000 Penalty: 5245.062012
	Iteration 28Q: 3 clusters Score -4975772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -4975774.000000 Penalty: 5245.062012
	Iteration 29Q: 3 clusters Score -4975774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -4975768.000000 Penalty: 5245.062012
	Iteration 30Q: 3 clusters Score -4975768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -4975768.000000 Penalty: 5245.062012
	Iteration 31Q: 3 clusters Score -4975768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -4975768.000000 Penalty: 5245.062012
	Iteration 32Q: 3 clusters Score -4975768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4975776.000000 Penalty: 5245.062012
	Iteration 33Q: 3 clusters Score -4975776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4975777.000000 Penalty: 5245.062012
	Iteration 34Q: 3 clusters Score -4975777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -4975773.000000 Penalty: 5245.062012
	Iteration 35Q: 3 clusters Score -4975773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -4975773.000000 Penalty: 5245.062012
	Iteration 36F: 3 clusters Score -4975773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Entering Unmasked Estep 
Score: -1234106.125000 Penalty: 2283.643066
	Iteration 0F: 2 clusters Score -1234106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1226433.750000 Penalty: 4567.286133
	Iteration 0F: 3 clusters Score -1226434 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1228690.750000 Penalty: 4567.286133
	Iteration 1F: 3 clusters Score -1228691 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1229055.750000 Penalty: 4567.286133
	Iteration 2F: 3 clusters Score -1229056 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1229352.375000 Penalty: 4567.286133
	Iteration 3F: 3 clusters Score -1229352 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1229635.000000 Penalty: 4567.286133
	Iteration 4F: 3 clusters Score -1229635 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1229942.875000 Penalty: 4567.286133
	Iteration 5Q: 3 clusters Score -1229943 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1230260.125000 Penalty: 4567.286133
	Iteration 6Q: 3 clusters Score -1230260 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1230563.625000 Penalty: 4567.286133
	Iteration 7Q: 3 clusters Score -1230564 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1230864.250000 Penalty: 4567.286133
	Iteration 8Q: 3 clusters Score -1230864 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1231146.250000 Penalty: 4567.286133
	Iteration 9Q: 3 clusters Score -1231146 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1231357.375000 Penalty: 4567.286133
	Iteration 10Q: 3 clusters Score -1231357 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1231574.750000 Penalty: 4567.286133
	Iteration 11Q: 3 clusters Score -1231575 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1231811.750000 Penalty: 4567.286133
	Iteration 12Q: 3 clusters Score -1231812 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1232038.125000 Penalty: 4567.286133
	Iteration 13Q: 3 clusters Score -1232038 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1232244.125000 Penalty: 4567.286133
	Iteration 14Q: 3 clusters Score -1232244 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1232346.875000 Penalty: 4567.286133
	Iteration 15Q: 3 clusters Score -1232347 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1232414.625000 Penalty: 4567.286133
	Iteration 16Q: 3 clusters Score -1232415 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1232463.250000 Penalty: 4567.286133
	Iteration 17Q: 3 clusters Score -1232463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1232488.875000 Penalty: 4567.286133
	Iteration 18Q: 3 clusters Score -1232489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1232502.250000 Penalty: 4567.286133
	Iteration 19Q: 3 clusters Score -1232502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1232514.500000 Penalty: 4567.286133
	Iteration 20F: 3 clusters Score -1232514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1232532.000000 Penalty: 4567.286133
	Iteration 21Q: 3 clusters Score -1232532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1232538.875000 Penalty: 4567.286133
	Iteration 22Q: 3 clusters Score -1232539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1232551.000000 Penalty: 4567.286133
	Iteration 23Q: 3 clusters Score -1232551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1232563.500000 Penalty: 4567.286133
	Iteration 24Q: 3 clusters Score -1232564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1232567.375000 Penalty: 4567.286133
	Iteration 25Q: 3 clusters Score -1232567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1232568.000000 Penalty: 4567.286133
	Iteration 26Q: 3 clusters Score -1232568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1232570.000000 Penalty: 4567.286133
	Iteration 27Q: 3 clusters Score -1232570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1232570.125000 Penalty: 4567.286133
	Iteration 28Q: 3 clusters Score -1232570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1232570.125000 Penalty: 4567.286133
	Iteration 29F: 3 clusters Score -1232570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (102595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Entering Unmasked Estep 
Score: -13069829.000000 Penalty: 2861.559082
	Iteration 0F: 2 clusters Score -1.306983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -13000817.000000 Penalty: 5723.118164
	Iteration 0F: 3 clusters Score -1.300082e+07 nChanged 48873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -13029168.000000 Penalty: 5723.118164
	Iteration 1F: 3 clusters Score -1.302917e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -13030629.000000 Penalty: 5723.118164
	Iteration 2Q: 3 clusters Score -1.303063e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -13032555.000000 Penalty: 5723.118164
	Iteration 3Q: 3 clusters Score -1.303256e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -13035413.000000 Penalty: 5723.118164
	Iteration 4F: 3 clusters Score -1.303541e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -13039462.000000 Penalty: 5723.118164
	Iteration 5F: 3 clusters Score -1.303946e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -13044090.000000 Penalty: 5723.118164
	Iteration 6F: 3 clusters Score -1.304409e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -13048702.000000 Penalty: 5723.118164
	Iteration 7F: 3 clusters Score -1.30487e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -13053219.000000 Penalty: 5723.118164
	Iteration 8F: 3 clusters Score -1.305322e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -13057168.000000 Penalty: 5723.118164
	Iteration 9F: 3 clusters Score -1.305717e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -13060419.000000 Penalty: 5723.118164
	Iteration 10Q: 3 clusters Score -1.306042e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 96651 members 
Entering Unmasked Estep 
Score: -13063051.000000 Penalty: 5723.118164
	Iteration 11Q: 3 clusters Score -1.306305e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 98967 members 
Entering Unmasked Estep 
Score: -13064844.000000 Penalty: 5723.118164
	Iteration 12Q: 3 clusters Score -1.306484e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -13066004.000000 Penalty: 5723.118164
	Iteration 13Q: 3 clusters Score -1.3066e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 101217 members 
Entering Unmasked Estep 
Score: -13066657.000000 Penalty: 5723.118164
	Iteration 14Q: 3 clusters Score -1.306666e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -13066920.000000 Penalty: 5723.118164
	Iteration 15Q: 3 clusters Score -1.306692e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -13067076.000000 Penalty: 5723.118164
	Iteration 16Q: 3 clusters Score -1.306708e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 101968 members 
Entering Unmasked Estep 
Score: -13067186.000000 Penalty: 5723.118164
	Iteration 17Q: 3 clusters Score -1.306719e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -13067248.000000 Penalty: 5723.118164
	Iteration 18Q: 3 clusters Score -1.306725e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 102060 members 
Entering Unmasked Estep 
Score: -13067291.000000 Penalty: 5723.118164
	Iteration 19Q: 3 clusters Score -1.306729e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -13067297.000000 Penalty: 5723.118164
	Iteration 20F: 3 clusters Score -1.30673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 102102 members 
Entering Unmasked Estep 
Score: -13067325.000000 Penalty: 5723.118164
	Iteration 21Q: 3 clusters Score -1.306732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 102121 members 
Entering Unmasked Estep 
Score: -13067321.000000 Penalty: 5723.118164
	Iteration 22Q: 3 clusters Score -1.306732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -13067339.000000 Penalty: 5723.118164
	Iteration 23Q: 3 clusters Score -1.306734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -13067353.000000 Penalty: 5723.118164
	Iteration 24Q: 3 clusters Score -1.306735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 102139 members 
Entering Unmasked Estep 
Score: -13067367.000000 Penalty: 5723.118164
	Iteration 25Q: 3 clusters Score -1.306737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -13067369.000000 Penalty: 5723.118164
	Iteration 26Q: 3 clusters Score -1.306737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 102146 members 
Entering Unmasked Estep 
Score: -13067369.000000 Penalty: 5723.118164
	Iteration 27Q: 3 clusters Score -1.306737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 102148 members 
Entering Unmasked Estep 
Score: -13067378.000000 Penalty: 5723.118164
	Iteration 28Q: 3 clusters Score -1.306738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 102148 members 
Entering Unmasked Estep 
Score: -13067383.000000 Penalty: 5723.118164
	Iteration 29Q: 3 clusters Score -1.306738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 102150 members 
Entering Unmasked Estep 
Score: -13067376.000000 Penalty: 5723.118164
	Iteration 30Q: 3 clusters Score -1.306738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -13067380.000000 Penalty: 5723.118164
	Iteration 31Q: 3 clusters Score -1.306738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -13067382.000000 Penalty: 5723.118164
	Iteration 32Q: 3 clusters Score -1.306738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 102153 members 
Entering Unmasked Estep 
Score: -13067384.000000 Penalty: 5723.118164
	Iteration 33Q: 3 clusters Score -1.306738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -13067390.000000 Penalty: 5723.118164
	Iteration 34Q: 3 clusters Score -1.306739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -13067388.000000 Penalty: 5723.118164
	Iteration 35Q: 3 clusters Score -1.306739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -13067389.000000 Penalty: 5723.118164
	Iteration 36Q: 3 clusters Score -1.306739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 102157 members 
Entering Unmasked Estep 
Score: -13067390.000000 Penalty: 5723.118164
	Iteration 37Q: 3 clusters Score -1.306739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -13067387.000000 Penalty: 5723.118164
	Iteration 38Q: 3 clusters Score -1.306739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -13067383.000000 Penalty: 5723.118164
	Iteration 39Q: 3 clusters Score -1.306738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 102159 members 
Entering Unmasked Estep 
Score: -13067385.000000 Penalty: 5723.118164
	Iteration 40F: 3 clusters Score -1.306738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -13067381.000000 Penalty: 5723.118164
	Iteration 41Q: 3 clusters Score -1.306738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -13067377.000000 Penalty: 5723.118164
	Iteration 42Q: 3 clusters Score -1.306738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 102159 members 
Entering Unmasked Estep 
Score: -13067388.000000 Penalty: 5723.118164
	Iteration 43Q: 3 clusters Score -1.306739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -13067397.000000 Penalty: 5723.118164
	Iteration 44Q: 3 clusters Score -1.30674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 102159 members 
Entering Unmasked Estep 
Score: -13067393.000000 Penalty: 5723.118164
	Iteration 45Q: 3 clusters Score -1.306739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 102159 members 
Entering Unmasked Estep 
Score: -13067393.000000 Penalty: 5723.118164
	Iteration 46F: 3 clusters Score -1.306739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -107059.273438 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -107059.3 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 453 members 
Entering Unmasked Estep 
Score: -105265.171875 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -105265.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105997.976562 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -105998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -106866.195312 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -106866.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107366.789062 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -107366.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107631.960938 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -107632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -107684.289062 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -107684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -107695.929688 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -107695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -107710.695312 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -107710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -107721.460938 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -107721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -107731.617188 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -107731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -107747.289062 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -107747.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -107764.625000 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -107764.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -107787.765625 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -107787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -107811.437500 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -107811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -107824.875000 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -107824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -107832.062500 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -107832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -107837.234375 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -107837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -107842.382812 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -107842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -107842.382812 Penalty: 3378.377197
	Iteration 18F: 3 clusters Score -107842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 13710 members 
Mstep: Class 4 contains 31427 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21649 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55744 members 
Mstep: Class 14 contains 154889 members 
Mstep: Class 15 contains 71213 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39133 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 696 members 
Entering Unmasked Estep 
Score: -77991400.000000 Penalty: 99327.773438
Splitting cluster 24 changes total score from -77992232.000000 to -77991400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -561584.812500 Penalty: 2080.504883
	Iteration 0F: 2 clusters Score -561584.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -557441.875000 Penalty: 4161.009766
	Iteration 0F: 3 clusters Score -557441.9 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -558321.687500 Penalty: 4161.009766
	Iteration 1F: 3 clusters Score -558321.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -558533.875000 Penalty: 4161.009766
	Iteration 2F: 3 clusters Score -558533.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -558679.875000 Penalty: 4161.009766
	Iteration 3F: 3 clusters Score -558679.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -558805.625000 Penalty: 4161.009766
	Iteration 4Q: 3 clusters Score -558805.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -558903.750000 Penalty: 4161.009766
	Iteration 5Q: 3 clusters Score -558903.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -558981.437500 Penalty: 4161.009766
	Iteration 6Q: 3 clusters Score -558981.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -559058.750000 Penalty: 4161.009766
	Iteration 7Q: 3 clusters Score -559058.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -559127.437500 Penalty: 4161.009766
	Iteration 8Q: 3 clusters Score -559127.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -559185.812500 Penalty: 4161.009766
	Iteration 9Q: 3 clusters Score -559185.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -559241.562500 Penalty: 4161.009766
	Iteration 10Q: 3 clusters Score -559241.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -559288.437500 Penalty: 4161.009766
	Iteration 11Q: 3 clusters Score -559288.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -559338.500000 Penalty: 4161.009766
	Iteration 12Q: 3 clusters Score -559338.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -559389.312500 Penalty: 4161.009766
	Iteration 13Q: 3 clusters Score -559389.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -559427.000000 Penalty: 4161.009766
	Iteration 14Q: 3 clusters Score -559427 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -559472.125000 Penalty: 4161.009766
	Iteration 15Q: 3 clusters Score -559472.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -559507.875000 Penalty: 4161.009766
	Iteration 16Q: 3 clusters Score -559507.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -559540.625000 Penalty: 4161.009766
	Iteration 17Q: 3 clusters Score -559540.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -559560.312500 Penalty: 4161.009766
	Iteration 18Q: 3 clusters Score -559560.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -559578.125000 Penalty: 4161.009766
	Iteration 19Q: 3 clusters Score -559578.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -559592.687500 Penalty: 4161.009766
	Iteration 20F: 3 clusters Score -559592.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -559607.437500 Penalty: 4161.009766
	Iteration 21Q: 3 clusters Score -559607.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -559621.875000 Penalty: 4161.009766
	Iteration 22Q: 3 clusters Score -559621.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -559638.000000 Penalty: 4161.009766
	Iteration 23Q: 3 clusters Score -559638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -559653.312500 Penalty: 4161.009766
	Iteration 24Q: 3 clusters Score -559653.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -559665.125000 Penalty: 4161.009766
	Iteration 25Q: 3 clusters Score -559665.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -559676.000000 Penalty: 4161.009766
	Iteration 26Q: 3 clusters Score -559676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -559684.312500 Penalty: 4161.009766
	Iteration 27Q: 3 clusters Score -559684.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -559694.437500 Penalty: 4161.009766
	Iteration 28Q: 3 clusters Score -559694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -559701.312500 Penalty: 4161.009766
	Iteration 29Q: 3 clusters Score -559701.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -559709.875000 Penalty: 4161.009766
	Iteration 30Q: 3 clusters Score -559709.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -559712.625000 Penalty: 4161.009766
	Iteration 31Q: 3 clusters Score -559712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -559715.000000 Penalty: 4161.009766
	Iteration 32Q: 3 clusters Score -559715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -559715.625000 Penalty: 4161.009766
	Iteration 33Q: 3 clusters Score -559715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -559716.375000 Penalty: 4161.009766
	Iteration 34Q: 3 clusters Score -559716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -559716.125000 Penalty: 4161.009766
	Iteration 35Q: 3 clusters Score -559716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -559717.875000 Penalty: 4161.009766
	Iteration 36Q: 3 clusters Score -559717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -559717.875000 Penalty: 4161.009766
	Iteration 37F: 3 clusters Score -559717.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -269988.062500 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -269988.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -267325.000000 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -267325 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -267779.468750 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -267779.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -267906.093750 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -267906.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -267992.687500 Penalty: 3788.546387
	Iteration 3Q: 3 clusters Score -267992.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -268060.343750 Penalty: 3788.546387
	Iteration 4Q: 3 clusters Score -268060.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -268106.562500 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -268106.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -268136.812500 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -268136.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -268154.281250 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -268154.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -268168.687500 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -268168.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -268177.562500 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -268177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -268186.218750 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -268186.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -268196.843750 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -268196.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -268207.625000 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -268207.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -268219.781250 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -268219.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -268230.625000 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -268230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -268233.531250 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -268233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -268238.281250 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -268238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -268243.937500 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -268243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -268245.375000 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -268245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -268246.000000 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -268246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -268246.750000 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -268246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -268246.906250 Penalty: 3788.546387
	Iteration 21Q: 3 clusters Score -268246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -268246.906250 Penalty: 3788.546387
	Iteration 22F: 3 clusters Score -268246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Entering Unmasked Estep 
Score: -828540.125000 Penalty: 2192.607422
	Iteration 0F: 2 clusters Score -828540.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -822768.437500 Penalty: 4385.214844
	Iteration 0F: 3 clusters Score -822768.4 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -824353.312500 Penalty: 4385.214844
	Iteration 1F: 3 clusters Score -824353.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -824651.437500 Penalty: 4385.214844
	Iteration 2F: 3 clusters Score -824651.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -824889.375000 Penalty: 4385.214844
	Iteration 3F: 3 clusters Score -824889.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -825102.625000 Penalty: 4385.214844
	Iteration 4Q: 3 clusters Score -825102.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -825299.562500 Penalty: 4385.214844
	Iteration 5Q: 3 clusters Score -825299.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -825485.187500 Penalty: 4385.214844
	Iteration 6Q: 3 clusters Score -825485.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -825679.375000 Penalty: 4385.214844
	Iteration 7Q: 3 clusters Score -825679.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -825851.125000 Penalty: 4385.214844
	Iteration 8Q: 3 clusters Score -825851.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -826018.875000 Penalty: 4385.214844
	Iteration 9Q: 3 clusters Score -826018.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -826159.750000 Penalty: 4385.214844
	Iteration 10Q: 3 clusters Score -826159.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -826288.687500 Penalty: 4385.214844
	Iteration 11Q: 3 clusters Score -826288.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -826391.000000 Penalty: 4385.214844
	Iteration 12Q: 3 clusters Score -826391 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -826468.062500 Penalty: 4385.214844
	Iteration 13Q: 3 clusters Score -826468.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -826537.375000 Penalty: 4385.214844
	Iteration 14Q: 3 clusters Score -826537.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -826606.625000 Penalty: 4385.214844
	Iteration 15Q: 3 clusters Score -826606.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -826674.875000 Penalty: 4385.214844
	Iteration 16Q: 3 clusters Score -826674.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -826737.000000 Penalty: 4385.214844
	Iteration 17Q: 3 clusters Score -826737 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -826787.000000 Penalty: 4385.214844
	Iteration 18Q: 3 clusters Score -826787 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -826826.125000 Penalty: 4385.214844
	Iteration 19Q: 3 clusters Score -826826.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -826863.187500 Penalty: 4385.214844
	Iteration 20F: 3 clusters Score -826863.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -826889.375000 Penalty: 4385.214844
	Iteration 21Q: 3 clusters Score -826889.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -826910.875000 Penalty: 4385.214844
	Iteration 22Q: 3 clusters Score -826910.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -826928.250000 Penalty: 4385.214844
	Iteration 23Q: 3 clusters Score -826928.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -826951.562500 Penalty: 4385.214844
	Iteration 24Q: 3 clusters Score -826951.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -826968.375000 Penalty: 4385.214844
	Iteration 25Q: 3 clusters Score -826968.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -826990.250000 Penalty: 4385.214844
	Iteration 26Q: 3 clusters Score -826990.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -827001.187500 Penalty: 4385.214844
	Iteration 27Q: 3 clusters Score -827001.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -827014.312500 Penalty: 4385.214844
	Iteration 28Q: 3 clusters Score -827014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -827023.687500 Penalty: 4385.214844
	Iteration 29Q: 3 clusters Score -827023.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -827030.375000 Penalty: 4385.214844
	Iteration 30Q: 3 clusters Score -827030.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -827035.625000 Penalty: 4385.214844
	Iteration 31Q: 3 clusters Score -827035.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -827044.562500 Penalty: 4385.214844
	Iteration 32Q: 3 clusters Score -827044.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -827052.875000 Penalty: 4385.214844
	Iteration 33Q: 3 clusters Score -827052.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -827063.250000 Penalty: 4385.214844
	Iteration 34Q: 3 clusters Score -827063.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -827069.750000 Penalty: 4385.214844
	Iteration 35Q: 3 clusters Score -827069.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -827076.875000 Penalty: 4385.214844
	Iteration 36Q: 3 clusters Score -827076.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -827085.437500 Penalty: 4385.214844
	Iteration 37Q: 3 clusters Score -827085.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -827091.812500 Penalty: 4385.214844
	Iteration 38Q: 3 clusters Score -827091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -827094.562500 Penalty: 4385.214844
	Iteration 39Q: 3 clusters Score -827094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -827096.937500 Penalty: 4385.214844
	Iteration 40F: 3 clusters Score -827096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -827097.062500 Penalty: 4385.214844
	Iteration 41Q: 3 clusters Score -827097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -827099.625000 Penalty: 4385.214844
	Iteration 42Q: 3 clusters Score -827099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -827101.187500 Penalty: 4385.214844
	Iteration 43Q: 3 clusters Score -827101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -827101.812500 Penalty: 4385.214844
	Iteration 44Q: 3 clusters Score -827101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -827102.812500 Penalty: 4385.214844
	Iteration 45Q: 3 clusters Score -827102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -827106.375000 Penalty: 4385.214844
	Iteration 46Q: 3 clusters Score -827106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -827105.625000 Penalty: 4385.214844
	Iteration 47Q: 3 clusters Score -827105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -827106.562500 Penalty: 4385.214844
	Iteration 48Q: 3 clusters Score -827106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -827107.000000 Penalty: 4385.214844
	Iteration 49Q: 3 clusters Score -827107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -827107.000000 Penalty: 4385.214844
	Iteration 50F: 3 clusters Score -827107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Entering Unmasked Estep 
Score: -798648.375000 Penalty: 2164.408691
	Iteration 0F: 2 clusters Score -798648.4 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 3115 members 
Entering Unmasked Estep 
Score: -793346.000000 Penalty: 4328.817383
	Iteration 0F: 3 clusters Score -793346 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -794768.437500 Penalty: 4328.817383
	Iteration 1F: 3 clusters Score -794768.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -795075.562500 Penalty: 4328.817383
	Iteration 2F: 3 clusters Score -795075.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -795293.437500 Penalty: 4328.817383
	Iteration 3F: 3 clusters Score -795293.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -795463.937500 Penalty: 4328.817383
	Iteration 4Q: 3 clusters Score -795463.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -795618.812500 Penalty: 4328.817383
	Iteration 5Q: 3 clusters Score -795618.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -795737.937500 Penalty: 4328.817383
	Iteration 6Q: 3 clusters Score -795737.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -795828.562500 Penalty: 4328.817383
	Iteration 7Q: 3 clusters Score -795828.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -795900.187500 Penalty: 4328.817383
	Iteration 8Q: 3 clusters Score -795900.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -795965.812500 Penalty: 4328.817383
	Iteration 9Q: 3 clusters Score -795965.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -796038.687500 Penalty: 4328.817383
	Iteration 10Q: 3 clusters Score -796038.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -796100.062500 Penalty: 4328.817383
	Iteration 11Q: 3 clusters Score -796100.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -796168.625000 Penalty: 4328.817383
	Iteration 12Q: 3 clusters Score -796168.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -796228.312500 Penalty: 4328.817383
	Iteration 13Q: 3 clusters Score -796228.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -796303.062500 Penalty: 4328.817383
	Iteration 14Q: 3 clusters Score -796303.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -796383.000000 Penalty: 4328.817383
	Iteration 15Q: 3 clusters Score -796383 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -796503.750000 Penalty: 4328.817383
	Iteration 16Q: 3 clusters Score -796503.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -796655.937500 Penalty: 4328.817383
	Iteration 17Q: 3 clusters Score -796655.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -796804.500000 Penalty: 4328.817383
	Iteration 18Q: 3 clusters Score -796804.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -796954.500000 Penalty: 4328.817383
	Iteration 19Q: 3 clusters Score -796954.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -797106.875000 Penalty: 4328.817383
	Iteration 20F: 3 clusters Score -797106.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -797281.625000 Penalty: 4328.817383
	Iteration 21Q: 3 clusters Score -797281.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -797431.562500 Penalty: 4328.817383
	Iteration 22Q: 3 clusters Score -797431.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -797567.687500 Penalty: 4328.817383
	Iteration 23Q: 3 clusters Score -797567.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -797662.562500 Penalty: 4328.817383
	Iteration 24Q: 3 clusters Score -797662.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -797727.812500 Penalty: 4328.817383
	Iteration 25Q: 3 clusters Score -797727.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -797769.062500 Penalty: 4328.817383
	Iteration 26Q: 3 clusters Score -797769.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -797790.937500 Penalty: 4328.817383
	Iteration 27Q: 3 clusters Score -797790.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -797812.687500 Penalty: 4328.817383
	Iteration 28Q: 3 clusters Score -797812.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -797828.312500 Penalty: 4328.817383
	Iteration 29Q: 3 clusters Score -797828.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -797844.062500 Penalty: 4328.817383
	Iteration 30Q: 3 clusters Score -797844.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -797852.187500 Penalty: 4328.817383
	Iteration 31Q: 3 clusters Score -797852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -797858.500000 Penalty: 4328.817383
	Iteration 32Q: 3 clusters Score -797858.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -797863.500000 Penalty: 4328.817383
	Iteration 33Q: 3 clusters Score -797863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -797868.437500 Penalty: 4328.817383
	Iteration 34Q: 3 clusters Score -797868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -797869.312500 Penalty: 4328.817383
	Iteration 35Q: 3 clusters Score -797869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -797872.000000 Penalty: 4328.817383
	Iteration 36Q: 3 clusters Score -797872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -797873.750000 Penalty: 4328.817383
	Iteration 37Q: 3 clusters Score -797873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -797874.875000 Penalty: 4328.817383
	Iteration 38Q: 3 clusters Score -797874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -797876.937500 Penalty: 4328.817383
	Iteration 39Q: 3 clusters Score -797876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -797880.375000 Penalty: 4328.817383
	Iteration 40F: 3 clusters Score -797880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -797880.125000 Penalty: 4328.817383
	Iteration 41Q: 3 clusters Score -797880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -797879.875000 Penalty: 4328.817383
	Iteration 42Q: 3 clusters Score -797879.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -797879.875000 Penalty: 4328.817383
	Iteration 43F: 3 clusters Score -797879.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -79823.718750 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -79823.72 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 342 members 
Entering Unmasked Estep 
Score: -78200.070312 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -78200.07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78461.046875 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -78461.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78616.156250 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -78616.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78781.640625 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -78781.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78960.140625 Penalty: 3245.780273
	Iteration 4F: 3 clusters Score -78960.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79145.468750 Penalty: 3245.780273
	Iteration 5F: 3 clusters Score -79145.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79372.789062 Penalty: 3245.780273
	Iteration 6F: 3 clusters Score -79372.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79704.554688 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -79704.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -79804.625000 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -79804.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79827.945312 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -79827.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -79837.703125 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -79837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -79842.828125 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -79842.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -79856.992188 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -79856.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -79873.578125 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -79873.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -79885.757812 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -79885.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -79892.187500 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -79892.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -79896.648438 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -79896.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -79899.898438 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -79899.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -79903.289062 Penalty: 3245.780273
	Iteration 18Q: 3 clusters Score -79903.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -79904.921875 Penalty: 3245.780273
	Iteration 19Q: 3 clusters Score -79904.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -79904.921875 Penalty: 3245.780273
	Iteration 20F: 3 clusters Score -79904.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 13710 members 
Mstep: Class 4 contains 31427 members 
Mstep: Class 5 contains 25327 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 21649 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 55744 members 
Mstep: Class 14 contains 154889 members 
Mstep: Class 15 contains 71213 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 39133 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 102595 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 495 members 
Mstep: Class 30 contains 200 members 
Entering Unmasked Estep 
Score: -77990624.000000 Penalty: 99327.773438
Splitting cluster 29 changes total score from -77992232.000000 to -77990624.000000
So it's not getting split.
--- Evaluating fit on full set of 1884401 points ---
Entering Unmasked Estep 
Score: -234329664.000000 Penalty: 103918.078125
20->30 Clusters: Score -234329664.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 628133 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 31373 members 
Mstep: Class 3 contains 31428 members 
Mstep: Class 4 contains 31379 members 
Mstep: Class 5 contains 31467 members 
Mstep: Class 6 contains 31353 members 
Mstep: Class 7 contains 31354 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 31226 members 
Mstep: Class 10 contains 31239 members 
Mstep: Class 11 contains 31240 members 
Mstep: Class 12 contains 31629 members 
Mstep: Class 13 contains 31302 members 
Mstep: Class 14 contains 31432 members 
Mstep: Class 15 contains 31789 members 
Mstep: Class 16 contains 31399 members 
Mstep: Class 17 contains 31378 members 
Mstep: Class 18 contains 31297 members 
Mstep: Class 19 contains 31422 members 
Mstep: Class 20 contains 31337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 499.460449 but Gain 3310.925781
Score: -72727096.000000 Penalty: 62907.589844
Iteration 0F: 20 clusters Score -7.27271e+07 nChanged 594731
Entering Unmasked Mstep 
Mstep: Class 0 contains 2774 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 11049 members 
Mstep: Class 3 contains 36868 members 
Mstep: Class 4 contains 7456 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 59944 members 
Mstep: Class 8 contains 40899 members 
Mstep: Class 9 contains 44518 members 
Mstep: Class 10 contains 11581 members 
Mstep: Class 11 contains 78004 members 
Mstep: Class 12 contains 72075 members 
Mstep: Class 13 contains 7920 members 
Mstep: Class 14 contains 14811 members 
Mstep: Class 15 contains 53144 members 
Mstep: Class 16 contains 37895 members 
Mstep: Class 17 contains 6235 members 
Mstep: Class 18 contains 77600 members 
Mstep: Class 19 contains 7612 members 
Mstep: Class 20 contains 3275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76173648.000000 Penalty: 62907.589844
Iteration 1F: 20 clusters Score -7.617365e+07 nChanged 274620
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 7902 members 
Mstep: Class 3 contains 26321 members 
Mstep: Class 4 contains 12491 members 
Mstep: Class 5 contains 2609 members 
Mstep: Class 6 contains 66984 members 
Mstep: Class 8 contains 42574 members 
Mstep: Class 9 contains 58719 members 
Mstep: Class 10 contains 12511 members 
Mstep: Class 11 contains 93907 members 
Mstep: Class 12 contains 67835 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 6380 members 
Mstep: Class 15 contains 45068 members 
Mstep: Class 16 contains 15270 members 
Mstep: Class 17 contains 5668 members 
Mstep: Class 18 contains 111309 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77006992.000000 Penalty: 62907.589844
Iteration 2F: 20 clusters Score -7.700699e+07 nChanged 175269
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 4268 members 
Mstep: Class 3 contains 33589 members 
Mstep: Class 4 contains 18396 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 61987 members 
Mstep: Class 8 contains 47222 members 
Mstep: Class 9 contains 82656 members 
Mstep: Class 10 contains 13143 members 
Mstep: Class 11 contains 100151 members 
Mstep: Class 12 contains 56144 members 
Mstep: Class 13 contains 4595 members 
Mstep: Class 14 contains 4350 members 
Mstep: Class 15 contains 41579 members 
Mstep: Class 16 contains 6379 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 116827 members 
Mstep: Class 19 contains 3602 members 
Mstep: Class 20 contains 8680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77356904.000000 Penalty: 62907.589844
Iteration 3F: 20 clusters Score -7.73569e+07 nChanged 119405
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 38391 members 
Mstep: Class 4 contains 20873 members 
Mstep: Class 5 contains 2079 members 
Mstep: Class 6 contains 58672 members 
Mstep: Class 8 contains 54553 members 
Mstep: Class 9 contains 102663 members 
Mstep: Class 10 contains 13463 members 
Mstep: Class 11 contains 99196 members 
Mstep: Class 12 contains 45295 members 
Mstep: Class 13 contains 4189 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 37527 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 115044 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 8673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77534696.000000 Penalty: 62907.589844
Iteration 4F: 20 clusters Score -7.75347e+07 nChanged 87117
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 3449 members 
Mstep: Class 3 contains 39064 members 
Mstep: Class 4 contains 20914 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 62378 members 
Mstep: Class 8 contains 59496 members 
Mstep: Class 9 contains 117372 members 
Mstep: Class 10 contains 13065 members 
Mstep: Class 11 contains 92432 members 
Mstep: Class 12 contains 37391 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 31798 members 
Mstep: Class 16 contains 4080 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 115397 members 
Mstep: Class 19 contains 2230 members 
Mstep: Class 20 contains 8830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2772.581787 but Gain 3310.925781
Score: -77640360.000000 Penalty: 59596.664062
Iteration 5F: 19 clusters Score -7.764036e+07 nChanged 70921
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 38635 members 
Mstep: Class 4 contains 20542 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 74281 members 
Mstep: Class 8 contains 62252 members 
Mstep: Class 9 contains 127334 members 
Mstep: Class 10 contains 12296 members 
Mstep: Class 11 contains 81991 members 
Mstep: Class 12 contains 30533 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 15 contains 25646 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 117443 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 8983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77723256.000000 Penalty: 59596.664062
Iteration 6F: 19 clusters Score -7.772326e+07 nChanged 55990
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 3 contains 37986 members 
Mstep: Class 4 contains 20176 members 
Mstep: Class 5 contains 1787 members 
Mstep: Class 6 contains 87648 members 
Mstep: Class 8 contains 63394 members 
Mstep: Class 9 contains 134305 members 
Mstep: Class 10 contains 11363 members 
Mstep: Class 11 contains 70563 members 
Mstep: Class 12 contains 24005 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 15 contains 20012 members 
Mstep: Class 16 contains 3403 members 
Mstep: Class 17 contains 3196 members 
Mstep: Class 18 contains 120670 members 
Mstep: Class 19 contains 4005 members 
Mstep: Class 20 contains 9008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77777248.000000 Penalty: 59596.664062
Iteration 7F: 19 clusters Score -7.777725e+07 nChanged 42856
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6818 members 
Mstep: Class 3 contains 37712 members 
Mstep: Class 4 contains 19923 members 
Mstep: Class 5 contains 1770 members 
Mstep: Class 6 contains 98195 members 
Mstep: Class 8 contains 64150 members 
Mstep: Class 9 contains 140024 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 59900 members 
Mstep: Class 12 contains 18867 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 15 contains 15117 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 3322 members 
Mstep: Class 18 contains 124453 members 
Mstep: Class 19 contains 5158 members 
Mstep: Class 20 contains 9047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77813952.000000 Penalty: 59596.664062
Iteration 8F: 19 clusters Score -7.781395e+07 nChanged 33856
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 37553 members 
Mstep: Class 4 contains 19644 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 106100 members 
Mstep: Class 8 contains 64832 members 
Mstep: Class 9 contains 144659 members 
Mstep: Class 10 contains 9934 members 
Mstep: Class 11 contains 50548 members 
Mstep: Class 12 contains 15384 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 15 contains 10954 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 3407 members 
Mstep: Class 18 contains 127570 members 
Mstep: Class 19 contains 6486 members 
Mstep: Class 20 contains 9117 members 
Entering Unmasked Estep 
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Iteration 9F: 19 clusters Score -7.784139e+07 nChanged 27388
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 9658 members 
Mstep: Class 3 contains 37487 members 
Mstep: Class 4 contains 19193 members 
Mstep: Class 5 contains 1761 members 
Mstep: Class 6 contains 112118 members 
Mstep: Class 8 contains 65333 members 
Mstep: Class 9 contains 148357 members 
Mstep: Class 10 contains 9416 members 
Mstep: Class 11 contains 42526 members 
Mstep: Class 12 contains 13430 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 15 contains 7730 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 3494 members 
Mstep: Class 18 contains 129668 members 
Mstep: Class 19 contains 7848 members 
Mstep: Class 20 contains 9207 members 
Entering Unmasked Estep 
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Iteration 10Q: 19 clusters Score -7.786215e+07 nChanged 22259
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 37429 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 1765 members 
Mstep: Class 6 contains 116688 members 
Mstep: Class 8 contains 65814 members 
Mstep: Class 9 contains 151085 members 
Mstep: Class 10 contains 8978 members 
Mstep: Class 11 contains 35854 members 
Mstep: Class 12 contains 12523 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 130934 members 
Mstep: Class 19 contains 9382 members 
Mstep: Class 20 contains 9335 members 
Entering Unmasked Estep 
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Iteration 11Q: 19 clusters Score -7.787743e+07 nChanged 18201
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 10875 members 
Mstep: Class 3 contains 37433 members 
Mstep: Class 4 contains 17757 members 
Mstep: Class 5 contains 1769 members 
Mstep: Class 6 contains 120072 members 
Mstep: Class 8 contains 66236 members 
Mstep: Class 9 contains 153147 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 30523 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 2592 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 131372 members 
Mstep: Class 19 contains 10986 members 
Mstep: Class 20 contains 9432 members 
Entering Unmasked Estep 
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Iteration 12Q: 19 clusters Score -7.788864e+07 nChanged 14840
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 11114 members 
Mstep: Class 3 contains 37478 members 
Mstep: Class 4 contains 16902 members 
Mstep: Class 5 contains 1770 members 
Mstep: Class 6 contains 122358 members 
Mstep: Class 8 contains 66648 members 
Mstep: Class 9 contains 154578 members 
Mstep: Class 10 contains 8294 members 
Mstep: Class 11 contains 26663 members 
Mstep: Class 12 contains 12409 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 4061 members 
Mstep: Class 16 contains 2538 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 131168 members 
Mstep: Class 19 contains 12540 members 
Mstep: Class 20 contains 9502 members 
Entering Unmasked Estep 
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Iteration 13Q: 19 clusters Score -7.789825e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 37512 members 
Mstep: Class 4 contains 16084 members 
Mstep: Class 5 contains 1769 members 
Mstep: Class 6 contains 123920 members 
Mstep: Class 8 contains 67102 members 
Mstep: Class 9 contains 155242 members 
Mstep: Class 10 contains 7954 members 
Mstep: Class 11 contains 24213 members 
Mstep: Class 12 contains 12838 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 2504 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 18 contains 130486 members 
Mstep: Class 19 contains 14154 members 
Mstep: Class 20 contains 9567 members 
Entering Unmasked Estep 
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Iteration 14Q: 19 clusters Score -7.790497e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 11378 members 
Mstep: Class 3 contains 37538 members 
Mstep: Class 4 contains 15349 members 
Mstep: Class 5 contains 1769 members 
Mstep: Class 6 contains 124984 members 
Mstep: Class 8 contains 67604 members 
Mstep: Class 9 contains 155464 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 22608 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 3385 members 
Mstep: Class 16 contains 2456 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 129737 members 
Mstep: Class 19 contains 15675 members 
Mstep: Class 20 contains 9642 members 
Entering Unmasked Estep 
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Iteration 15Q: 19 clusters Score -7.791176e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 11468 members 
Mstep: Class 3 contains 37553 members 
Mstep: Class 4 contains 14680 members 
Mstep: Class 5 contains 1767 members 
Mstep: Class 6 contains 125780 members 
Mstep: Class 8 contains 67945 members 
Mstep: Class 9 contains 155173 members 
Mstep: Class 10 contains 7288 members 
Mstep: Class 11 contains 21636 members 
Mstep: Class 12 contains 13719 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 128953 members 
Mstep: Class 19 contains 17133 members 
Mstep: Class 20 contains 9704 members 
Entering Unmasked Estep 
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Iteration 16Q: 19 clusters Score -7.791694e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 11492 members 
Mstep: Class 3 contains 37563 members 
Mstep: Class 4 contains 14128 members 
Mstep: Class 5 contains 1765 members 
Mstep: Class 6 contains 126381 members 
Mstep: Class 8 contains 68032 members 
Mstep: Class 9 contains 154647 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 14131 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 128330 members 
Mstep: Class 19 contains 18369 members 
Mstep: Class 20 contains 9743 members 
Entering Unmasked Estep 
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Iteration 17Q: 19 clusters Score -7.792009e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11509 members 
Mstep: Class 3 contains 37496 members 
Mstep: Class 4 contains 13673 members 
Mstep: Class 5 contains 1765 members 
Mstep: Class 6 contains 126796 members 
Mstep: Class 8 contains 68015 members 
Mstep: Class 9 contains 154151 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 20897 members 
Mstep: Class 12 contains 14555 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 4114 members 
Mstep: Class 18 contains 127749 members 
Mstep: Class 19 contains 19456 members 
Mstep: Class 20 contains 9755 members 
Entering Unmasked Estep 
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Iteration 18Q: 19 clusters Score -7.792272e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11517 members 
Mstep: Class 3 contains 37469 members 
Mstep: Class 4 contains 13266 members 
Mstep: Class 5 contains 1765 members 
Mstep: Class 6 contains 127066 members 
Mstep: Class 8 contains 67962 members 
Mstep: Class 9 contains 153618 members 
Mstep: Class 10 contains 7175 members 
Mstep: Class 11 contains 20761 members 
Mstep: Class 12 contains 14956 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 2519 members 
Mstep: Class 17 contains 4196 members 
Mstep: Class 18 contains 127299 members 
Mstep: Class 19 contains 20391 members 
Mstep: Class 20 contains 9768 members 
Entering Unmasked Estep 
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Iteration 19Q: 19 clusters Score -7.792475e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 37399 members 
Mstep: Class 4 contains 12959 members 
Mstep: Class 5 contains 1765 members 
Mstep: Class 6 contains 127305 members 
Mstep: Class 8 contains 67897 members 
Mstep: Class 9 contains 153139 members 
Mstep: Class 10 contains 7170 members 
Mstep: Class 11 contains 20631 members 
Mstep: Class 12 contains 15361 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 15 contains 2774 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 4311 members 
Mstep: Class 18 contains 126863 members 
Mstep: Class 19 contains 21208 members 
Mstep: Class 20 contains 9793 members 
Entering Unmasked Estep 
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Iteration 20F: 19 clusters Score -7.792718e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11537 members 
Mstep: Class 3 contains 37334 members 
Mstep: Class 4 contains 12250 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 127452 members 
Mstep: Class 8 contains 67819 members 
Mstep: Class 9 contains 152741 members 
Mstep: Class 10 contains 7196 members 
Mstep: Class 11 contains 20545 members 
Mstep: Class 12 contains 16076 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 2620 members 
Mstep: Class 17 contains 4463 members 
Mstep: Class 18 contains 126524 members 
Mstep: Class 19 contains 21861 members 
Mstep: Class 20 contains 9796 members 
Entering Unmasked Estep 
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Iteration 21Q: 19 clusters Score -7.792863e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 37285 members 
Mstep: Class 4 contains 11719 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 127557 members 
Mstep: Class 8 contains 67578 members 
Mstep: Class 9 contains 152413 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 20493 members 
Mstep: Class 12 contains 16718 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 15 contains 2657 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 4627 members 
Mstep: Class 18 contains 126329 members 
Mstep: Class 19 contains 22459 members 
Mstep: Class 20 contains 9807 members 
Entering Unmasked Estep 
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Iteration 22Q: 19 clusters Score -7.79295e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 37241 members 
Mstep: Class 4 contains 11247 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 127639 members 
Mstep: Class 8 contains 67309 members 
Mstep: Class 9 contains 152178 members 
Mstep: Class 10 contains 7213 members 
Mstep: Class 11 contains 20475 members 
Mstep: Class 12 contains 17330 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 4788 members 
Mstep: Class 18 contains 126138 members 
Mstep: Class 19 contains 22962 members 
Mstep: Class 20 contains 9827 members 
Entering Unmasked Estep 
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Iteration 23Q: 19 clusters Score -7.793e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 37209 members 
Mstep: Class 4 contains 10832 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 127676 members 
Mstep: Class 8 contains 67001 members 
Mstep: Class 9 contains 151989 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 20486 members 
Mstep: Class 12 contains 17965 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 15 contains 2602 members 
Mstep: Class 16 contains 2431 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 18 contains 125955 members 
Mstep: Class 19 contains 23380 members 
Mstep: Class 20 contains 9826 members 
Entering Unmasked Estep 
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Iteration 24Q: 19 clusters Score -7.793048e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 11500 members 
Mstep: Class 3 contains 37170 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 127668 members 
Mstep: Class 8 contains 66713 members 
Mstep: Class 9 contains 151809 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 20485 members 
Mstep: Class 12 contains 18590 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 5098 members 
Mstep: Class 18 contains 125827 members 
Mstep: Class 19 contains 23739 members 
Mstep: Class 20 contains 9839 members 
Entering Unmasked Estep 
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Iteration 25Q: 19 clusters Score -7.793098e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 11501 members 
Mstep: Class 3 contains 37142 members 
Mstep: Class 4 contains 9992 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 127668 members 
Mstep: Class 8 contains 66418 members 
Mstep: Class 9 contains 151618 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 20484 members 
Mstep: Class 12 contains 19206 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 18 contains 125733 members 
Mstep: Class 19 contains 24067 members 
Mstep: Class 20 contains 9850 members 
Entering Unmasked Estep 
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Iteration 26Q: 19 clusters Score -7.793137e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11494 members 
Mstep: Class 3 contains 37104 members 
Mstep: Class 4 contains 9624 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 127608 members 
Mstep: Class 8 contains 66076 members 
Mstep: Class 9 contains 151515 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 20481 members 
Mstep: Class 12 contains 19795 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 5442 members 
Mstep: Class 18 contains 125685 members 
Mstep: Class 19 contains 24312 members 
Mstep: Class 20 contains 9857 members 
Entering Unmasked Estep 
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Iteration 27Q: 19 clusters Score -7.793196e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11477 members 
Mstep: Class 3 contains 37071 members 
Mstep: Class 4 contains 9241 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 127505 members 
Mstep: Class 8 contains 65785 members 
Mstep: Class 9 contains 151458 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 20495 members 
Mstep: Class 12 contains 20361 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 17 contains 5641 members 
Mstep: Class 18 contains 125607 members 
Mstep: Class 19 contains 24508 members 
Mstep: Class 20 contains 9864 members 
Entering Unmasked Estep 
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Iteration 28Q: 19 clusters Score -7.793246e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 37054 members 
Mstep: Class 4 contains 8827 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 127405 members 
Mstep: Class 8 contains 65500 members 
Mstep: Class 9 contains 151402 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 20497 members 
Mstep: Class 12 contains 20876 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 2333 members 
Mstep: Class 17 contains 5877 members 
Mstep: Class 18 contains 125546 members 
Mstep: Class 19 contains 24679 members 
Mstep: Class 20 contains 9865 members 
Entering Unmasked Estep 
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Iteration 29Q: 19 clusters Score -7.793306e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 11438 members 
Mstep: Class 3 contains 37031 members 
Mstep: Class 4 contains 8408 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 127338 members 
Mstep: Class 8 contains 65186 members 
Mstep: Class 9 contains 151362 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 21372 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 2339 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 125461 members 
Mstep: Class 19 contains 24820 members 
Mstep: Class 20 contains 9868 members 
Entering Unmasked Estep 
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Iteration 30Q: 19 clusters Score -7.793382e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 11413 members 
Mstep: Class 3 contains 37012 members 
Mstep: Class 4 contains 7969 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 127231 members 
Mstep: Class 8 contains 64831 members 
Mstep: Class 9 contains 151328 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 20534 members 
Mstep: Class 12 contains 21850 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 2356 members 
Mstep: Class 17 contains 6499 members 
Mstep: Class 18 contains 125388 members 
Mstep: Class 19 contains 24930 members 
Mstep: Class 20 contains 9862 members 
Entering Unmasked Estep 
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Iteration 31Q: 19 clusters Score -7.793475e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11361 members 
Mstep: Class 3 contains 36996 members 
Mstep: Class 4 contains 7588 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 127149 members 
Mstep: Class 8 contains 64563 members 
Mstep: Class 9 contains 151291 members 
Mstep: Class 10 contains 7213 members 
Mstep: Class 11 contains 20550 members 
Mstep: Class 12 contains 22298 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 2780 members 
Mstep: Class 16 contains 2382 members 
Mstep: Class 17 contains 6745 members 
Mstep: Class 18 contains 125316 members 
Mstep: Class 19 contains 25018 members 
Mstep: Class 20 contains 9849 members 
Entering Unmasked Estep 
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Iteration 32Q: 19 clusters Score -7.793536e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 36977 members 
Mstep: Class 4 contains 7302 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 127053 members 
Mstep: Class 8 contains 64337 members 
Mstep: Class 9 contains 151286 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 22664 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 6903 members 
Mstep: Class 18 contains 125239 members 
Mstep: Class 19 contains 25069 members 
Mstep: Class 20 contains 9847 members 
Entering Unmasked Estep 
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Iteration 33Q: 19 clusters Score -7.793574e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11233 members 
Mstep: Class 3 contains 36965 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 126962 members 
Mstep: Class 8 contains 64136 members 
Mstep: Class 9 contains 151267 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 20606 members 
Mstep: Class 12 contains 22972 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 3139 members 
Mstep: Class 16 contains 2419 members 
Mstep: Class 17 contains 6995 members 
Mstep: Class 18 contains 125149 members 
Mstep: Class 19 contains 25110 members 
Mstep: Class 20 contains 9846 members 
Entering Unmasked Estep 
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Iteration 34Q: 19 clusters Score -7.793589e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 11136 members 
Mstep: Class 3 contains 36950 members 
Mstep: Class 4 contains 6935 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 126862 members 
Mstep: Class 8 contains 63968 members 
Mstep: Class 9 contains 151264 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 20627 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 3347 members 
Mstep: Class 16 contains 2435 members 
Mstep: Class 17 contains 7036 members 
Mstep: Class 18 contains 125092 members 
Mstep: Class 19 contains 25142 members 
Mstep: Class 20 contains 9840 members 
Entering Unmasked Estep 
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Iteration 35Q: 19 clusters Score -7.793625e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 11024 members 
Mstep: Class 3 contains 36940 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 126771 members 
Mstep: Class 8 contains 63815 members 
Mstep: Class 9 contains 151246 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 20653 members 
Mstep: Class 12 contains 23482 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 3552 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 125051 members 
Mstep: Class 19 contains 25165 members 
Mstep: Class 20 contains 9833 members 
Entering Unmasked Estep 
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Iteration 36Q: 19 clusters Score -7.79365e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10862 members 
Mstep: Class 3 contains 36931 members 
Mstep: Class 4 contains 6755 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 126689 members 
Mstep: Class 8 contains 63676 members 
Mstep: Class 9 contains 151233 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 20684 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 7109 members 
Mstep: Class 18 contains 125030 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 9830 members 
Entering Unmasked Estep 
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Iteration 37Q: 19 clusters Score -7.793652e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 36923 members 
Mstep: Class 4 contains 6697 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 126629 members 
Mstep: Class 8 contains 63556 members 
Mstep: Class 9 contains 151199 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 20710 members 
Mstep: Class 12 contains 23855 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 4047 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 7137 members 
Mstep: Class 18 contains 124990 members 
Mstep: Class 19 contains 25197 members 
Mstep: Class 20 contains 9830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77937176.000000 Penalty: 59596.664062
Iteration 38Q: 19 clusters Score -7.793718e+07 nChanged 1083
Entering ConstructFrom: 
Score: -77937176.000000 Penalty: 59596.664062
Entering ConstructFrom: 
Trying to split cluster 1 (3452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Entering Unmasked Estep 
Score: -401957.781250 Penalty: 2020.383911
	Iteration 0F: 2 clusters Score -401957.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -398589.375000 Penalty: 4040.767822
	Iteration 0F: 3 clusters Score -398589.4 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -400591.875000 Penalty: 4040.767822
	Iteration 1F: 3 clusters Score -400591.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -401579.281250 Penalty: 4040.767822
	Iteration 2F: 3 clusters Score -401579.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -402132.968750 Penalty: 4040.767822
	Iteration 3F: 3 clusters Score -402133 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -402444.593750 Penalty: 4040.767822
	Iteration 4F: 3 clusters Score -402444.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -402588.687500 Penalty: 4040.767822
	Iteration 5Q: 3 clusters Score -402588.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -402662.468750 Penalty: 4040.767822
	Iteration 6Q: 3 clusters Score -402662.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -402725.125000 Penalty: 4040.767822
	Iteration 7Q: 3 clusters Score -402725.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -402750.781250 Penalty: 4040.767822
	Iteration 8Q: 3 clusters Score -402750.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -402771.781250 Penalty: 4040.767822
	Iteration 9Q: 3 clusters Score -402771.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -402786.656250 Penalty: 4040.767822
	Iteration 10Q: 3 clusters Score -402786.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -402797.125000 Penalty: 4040.767822
	Iteration 11Q: 3 clusters Score -402797.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -402800.187500 Penalty: 4040.767822
	Iteration 12Q: 3 clusters Score -402800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -402800.187500 Penalty: 4040.767822
	Iteration 13F: 3 clusters Score -402800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10369 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 126566 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 63463 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Entering Unmasked Estep 
Score: -77937064.000000 Penalty: 62907.589844
Splitting cluster 1 changes total score from -77937176.000000 to -77937064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Entering Unmasked Estep 
Score: -1334027.625000 Penalty: 2293.150879
	Iteration 0F: 2 clusters Score -1334028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1326187.625000 Penalty: 4586.301758
	Iteration 0F: 3 clusters Score -1326188 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1328641.750000 Penalty: 4586.301758
	Iteration 1F: 3 clusters Score -1328642 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1328981.000000 Penalty: 4586.301758
	Iteration 2F: 3 clusters Score -1328981 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1329219.750000 Penalty: 4586.301758
	Iteration 3Q: 3 clusters Score -1329220 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1329487.000000 Penalty: 4586.301758
	Iteration 4Q: 3 clusters Score -1329487 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1329861.125000 Penalty: 4586.301758
	Iteration 5Q: 3 clusters Score -1329861 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1330537.250000 Penalty: 4586.301758
	Iteration 6F: 3 clusters Score -1330537 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1331683.250000 Penalty: 4586.301758
	Iteration 7F: 3 clusters Score -1331683 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1333010.500000 Penalty: 4586.301758
	Iteration 8F: 3 clusters Score -1333010 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1333882.750000 Penalty: 4586.301758
	Iteration 9F: 3 clusters Score -1333883 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1334517.000000 Penalty: 4586.301758
	Iteration 10Q: 3 clusters Score -1334517 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1335111.750000 Penalty: 4586.301758
	Iteration 11Q: 3 clusters Score -1335112 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1335568.375000 Penalty: 4586.301758
	Iteration 12Q: 3 clusters Score -1335568 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1335869.500000 Penalty: 4586.301758
	Iteration 13Q: 3 clusters Score -1335870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1336054.875000 Penalty: 4586.301758
	Iteration 14Q: 3 clusters Score -1336055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1336110.125000 Penalty: 4586.301758
	Iteration 15Q: 3 clusters Score -1336110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1336129.000000 Penalty: 4586.301758
	Iteration 16Q: 3 clusters Score -1336129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1336138.750000 Penalty: 4586.301758
	Iteration 17Q: 3 clusters Score -1336139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1336148.750000 Penalty: 4586.301758
	Iteration 18Q: 3 clusters Score -1336149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1336154.125000 Penalty: 4586.301758
	Iteration 19Q: 3 clusters Score -1336154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1336157.125000 Penalty: 4586.301758
	Iteration 20F: 3 clusters Score -1336157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1336159.250000 Penalty: 4586.301758
	Iteration 21Q: 3 clusters Score -1336159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1336160.875000 Penalty: 4586.301758
	Iteration 22Q: 3 clusters Score -1336161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1336161.625000 Penalty: 4586.301758
	Iteration 23Q: 3 clusters Score -1336162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1336161.125000 Penalty: 4586.301758
	Iteration 24Q: 3 clusters Score -1336161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1336161.125000 Penalty: 4586.301758
	Iteration 25F: 3 clusters Score -1336161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 126566 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 63463 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Entering Unmasked Estep 
Score: -77938376.000000 Penalty: 62907.589844
Splitting cluster 2 changes total score from -77937176.000000 to -77938376.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (36917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Entering Unmasked Estep 
Score: -4678536.000000 Penalty: 2608.073975
	Iteration 0F: 2 clusters Score -4678536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4653462.000000 Penalty: 5216.147949
	Iteration 0F: 3 clusters Score -4653462 nChanged 16818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -4663114.500000 Penalty: 5216.147949
	Iteration 1F: 3 clusters Score -4663114 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4664151.500000 Penalty: 5216.147949
	Iteration 2F: 3 clusters Score -4664152 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -4665468.500000 Penalty: 5216.147949
	Iteration 3F: 3 clusters Score -4665468 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -4666960.500000 Penalty: 5216.147949
	Iteration 4F: 3 clusters Score -4666960 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -4668574.000000 Penalty: 5216.147949
	Iteration 5F: 3 clusters Score -4668574 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4670156.000000 Penalty: 5216.147949
	Iteration 6F: 3 clusters Score -4670156 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -4671524.000000 Penalty: 5216.147949
	Iteration 7F: 3 clusters Score -4671524 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -4672613.500000 Penalty: 5216.147949
	Iteration 8Q: 3 clusters Score -4672614 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -4673431.000000 Penalty: 5216.147949
	Iteration 9Q: 3 clusters Score -4673431 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4674016.500000 Penalty: 5216.147949
	Iteration 10Q: 3 clusters Score -4674016 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4674484.500000 Penalty: 5216.147949
	Iteration 11Q: 3 clusters Score -4674484 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4674824.500000 Penalty: 5216.147949
	Iteration 12Q: 3 clusters Score -4674824 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4675103.500000 Penalty: 5216.147949
	Iteration 13Q: 3 clusters Score -4675104 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4675330.500000 Penalty: 5216.147949
	Iteration 14Q: 3 clusters Score -4675330 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4675539.500000 Penalty: 5216.147949
	Iteration 15Q: 3 clusters Score -4675540 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4675689.000000 Penalty: 5216.147949
	Iteration 16Q: 3 clusters Score -4675689 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4675821.000000 Penalty: 5216.147949
	Iteration 17Q: 3 clusters Score -4675821 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4675929.500000 Penalty: 5216.147949
	Iteration 18Q: 3 clusters Score -4675930 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4676021.500000 Penalty: 5216.147949
	Iteration 19Q: 3 clusters Score -4676022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4676082.000000 Penalty: 5216.147949
	Iteration 20F: 3 clusters Score -4676082 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4676129.500000 Penalty: 5216.147949
	Iteration 21Q: 3 clusters Score -4676130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4676173.500000 Penalty: 5216.147949
	Iteration 22Q: 3 clusters Score -4676174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4676192.500000 Penalty: 5216.147949
	Iteration 23Q: 3 clusters Score -4676192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4676224.500000 Penalty: 5216.147949
	Iteration 24Q: 3 clusters Score -4676224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4676250.000000 Penalty: 5216.147949
	Iteration 25Q: 3 clusters Score -4676250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4676267.000000 Penalty: 5216.147949
	Iteration 26Q: 3 clusters Score -4676267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4676279.500000 Penalty: 5216.147949
	Iteration 27Q: 3 clusters Score -4676280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4676296.000000 Penalty: 5216.147949
	Iteration 28Q: 3 clusters Score -4676296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4676324.500000 Penalty: 5216.147949
	Iteration 29Q: 3 clusters Score -4676324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4676341.500000 Penalty: 5216.147949
	Iteration 30Q: 3 clusters Score -4676342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4676343.000000 Penalty: 5216.147949
	Iteration 31Q: 3 clusters Score -4676343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4676351.000000 Penalty: 5216.147949
	Iteration 32Q: 3 clusters Score -4676351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4676357.500000 Penalty: 5216.147949
	Iteration 33Q: 3 clusters Score -4676358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4676349.000000 Penalty: 5216.147949
	Iteration 34Q: 3 clusters Score -4676349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4676354.500000 Penalty: 5216.147949
	Iteration 35Q: 3 clusters Score -4676354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4676347.500000 Penalty: 5216.147949
	Iteration 36Q: 3 clusters Score -4676348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4676363.500000 Penalty: 5216.147949
	Iteration 37Q: 3 clusters Score -4676364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4676361.500000 Penalty: 5216.147949
	Iteration 38Q: 3 clusters Score -4676362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4676367.500000 Penalty: 5216.147949
	Iteration 39Q: 3 clusters Score -4676368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4676366.000000 Penalty: 5216.147949
	Iteration 40F: 3 clusters Score -4676366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4676373.000000 Penalty: 5216.147949
	Iteration 41Q: 3 clusters Score -4676373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4676371.000000 Penalty: 5216.147949
	Iteration 42Q: 3 clusters Score -4676371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4676374.000000 Penalty: 5216.147949
	Iteration 43Q: 3 clusters Score -4676374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4676387.500000 Penalty: 5216.147949
	Iteration 44Q: 3 clusters Score -4676388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4676387.000000 Penalty: 5216.147949
	Iteration 45Q: 3 clusters Score -4676387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4676388.500000 Penalty: 5216.147949
	Iteration 46Q: 3 clusters Score -4676388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4676386.500000 Penalty: 5216.147949
	Iteration 47Q: 3 clusters Score -4676386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4676396.500000 Penalty: 5216.147949
	Iteration 48Q: 3 clusters Score -4676396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4676396.500000 Penalty: 5216.147949
	Iteration 49Q: 3 clusters Score -4676396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4676398.500000 Penalty: 5216.147949
	Iteration 50Q: 3 clusters Score -4676398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4676401.000000 Penalty: 5216.147949
	Iteration 51Q: 3 clusters Score -4676401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4676394.500000 Penalty: 5216.147949
	Iteration 52Q: 3 clusters Score -4676394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4676395.500000 Penalty: 5216.147949
	Iteration 53Q: 3 clusters Score -4676396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4676398.500000 Penalty: 5216.147949
	Iteration 54Q: 3 clusters Score -4676398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4676398.500000 Penalty: 5216.147949
	Iteration 55F: 3 clusters Score -4676398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Entering Unmasked Estep 
Score: -778967.500000 Penalty: 2182.876465
	Iteration 0F: 2 clusters Score -778967.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -773551.750000 Penalty: 4365.752930
	Iteration 0F: 3 clusters Score -773551.8 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -776202.875000 Penalty: 4365.752930
	Iteration 1F: 3 clusters Score -776202.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -777847.500000 Penalty: 4365.752930
	Iteration 2F: 3 clusters Score -777847.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -779313.062500 Penalty: 4365.752930
	Iteration 3F: 3 clusters Score -779313.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -780462.375000 Penalty: 4365.752930
	Iteration 4F: 3 clusters Score -780462.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -781041.937500 Penalty: 4365.752930
	Iteration 5F: 3 clusters Score -781041.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -781236.687500 Penalty: 4365.752930
	Iteration 6Q: 3 clusters Score -781236.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -781318.062500 Penalty: 4365.752930
	Iteration 7Q: 3 clusters Score -781318.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -781365.500000 Penalty: 4365.752930
	Iteration 8Q: 3 clusters Score -781365.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -781396.250000 Penalty: 4365.752930
	Iteration 9Q: 3 clusters Score -781396.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -781434.437500 Penalty: 4365.752930
	Iteration 10Q: 3 clusters Score -781434.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -781472.875000 Penalty: 4365.752930
	Iteration 11Q: 3 clusters Score -781472.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -781485.312500 Penalty: 4365.752930
	Iteration 12Q: 3 clusters Score -781485.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -781493.312500 Penalty: 4365.752930
	Iteration 13Q: 3 clusters Score -781493.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -781500.937500 Penalty: 4365.752930
	Iteration 14Q: 3 clusters Score -781500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -781505.187500 Penalty: 4365.752930
	Iteration 15Q: 3 clusters Score -781505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -781505.687500 Penalty: 4365.752930
	Iteration 16Q: 3 clusters Score -781505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -781508.062500 Penalty: 4365.752930
	Iteration 17Q: 3 clusters Score -781508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -781508.375000 Penalty: 4365.752930
	Iteration 18Q: 3 clusters Score -781508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -781508.875000 Penalty: 4365.752930
	Iteration 19Q: 3 clusters Score -781508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -781508.937500 Penalty: 4365.752930
	Iteration 20F: 3 clusters Score -781508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -781512.062500 Penalty: 4365.752930
	Iteration 21Q: 3 clusters Score -781512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -781511.937500 Penalty: 4365.752930
	Iteration 22Q: 3 clusters Score -781511.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -781516.187500 Penalty: 4365.752930
	Iteration 23Q: 3 clusters Score -781516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -781516.062500 Penalty: 4365.752930
	Iteration 24Q: 3 clusters Score -781516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -781518.812500 Penalty: 4365.752930
	Iteration 25Q: 3 clusters Score -781518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -781517.812500 Penalty: 4365.752930
	Iteration 26Q: 3 clusters Score -781517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -781517.812500 Penalty: 4365.752930
	Iteration 27F: 3 clusters Score -781517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 126566 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 63463 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Entering Unmasked Estep 
Score: -77939544.000000 Penalty: 66218.515625
Splitting cluster 4 changes total score from -77937176.000000 to -77939544.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -195549.609375 Penalty: 1853.180176
	Iteration 0F: 2 clusters Score -195549.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -193303.875000 Penalty: 3706.360352
	Iteration 0F: 3 clusters Score -193303.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -194344.312500 Penalty: 3706.360352
	Iteration 1F: 3 clusters Score -194344.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -195208.437500 Penalty: 3706.360352
	Iteration 2F: 3 clusters Score -195208.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -196286.765625 Penalty: 3706.360352
	Iteration 3F: 3 clusters Score -196286.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -197346.468750 Penalty: 3706.360352
	Iteration 4F: 3 clusters Score -197346.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -197746.625000 Penalty: 3706.360352
	Iteration 5Q: 3 clusters Score -197746.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -198391.250000 Penalty: 3706.360352
	Iteration 6Q: 3 clusters Score -198391.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -198706.828125 Penalty: 3706.360352
	Iteration 7Q: 3 clusters Score -198706.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -198808.218750 Penalty: 3706.360352
	Iteration 8Q: 3 clusters Score -198808.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -198956.234375 Penalty: 3706.360352
	Iteration 9Q: 3 clusters Score -198956.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -199421.203125 Penalty: 3706.360352
	Iteration 10Q: 3 clusters Score -199421.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -199733.281250 Penalty: 3706.360352
	Iteration 11Q: 3 clusters Score -199733.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -199937.500000 Penalty: 3706.360352
	Iteration 12Q: 3 clusters Score -199937.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -199993.156250 Penalty: 3706.360352
	Iteration 13Q: 3 clusters Score -199993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -200011.312500 Penalty: 3706.360352
	Iteration 14Q: 3 clusters Score -200011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -200012.078125 Penalty: 3706.360352
	Iteration 15Q: 3 clusters Score -200012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -200024.953125 Penalty: 3706.360352
	Iteration 16Q: 3 clusters Score -200025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -200030.718750 Penalty: 3706.360352
	Iteration 17Q: 3 clusters Score -200030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -200048.312500 Penalty: 3706.360352
	Iteration 18Q: 3 clusters Score -200048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -200062.765625 Penalty: 3706.360352
	Iteration 19Q: 3 clusters Score -200062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -200071.890625 Penalty: 3706.360352
	Iteration 20F: 3 clusters Score -200071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -200099.078125 Penalty: 3706.360352
	Iteration 21Q: 3 clusters Score -200099.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -200144.359375 Penalty: 3706.360352
	Iteration 22Q: 3 clusters Score -200144.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -200196.687500 Penalty: 3706.360352
	Iteration 23Q: 3 clusters Score -200196.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -200245.531250 Penalty: 3706.360352
	Iteration 24Q: 3 clusters Score -200245.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -200277.218750 Penalty: 3706.360352
	Iteration 25Q: 3 clusters Score -200277.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -200303.609375 Penalty: 3706.360352
	Iteration 26Q: 3 clusters Score -200303.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -200335.500000 Penalty: 3706.360352
	Iteration 27Q: 3 clusters Score -200335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -200352.156250 Penalty: 3706.360352
	Iteration 28Q: 3 clusters Score -200352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -200355.640625 Penalty: 3706.360352
	Iteration 29Q: 3 clusters Score -200355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -200355.640625 Penalty: 3706.360352
	Iteration 30F: 3 clusters Score -200355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 126566 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 63463 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 505 members 
Entering Unmasked Estep 
Score: -77942976.000000 Penalty: 69529.437500
Splitting cluster 5 changes total score from -77937176.000000 to -77942976.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (126566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126566 members 
Entering Unmasked Estep 
Score: -16152159.000000 Penalty: 2913.632812
	Iteration 0F: 2 clusters Score -1.615216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -16067509.000000 Penalty: 5827.265625
	Iteration 0F: 3 clusters Score -1.606751e+07 nChanged 60355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -16102578.000000 Penalty: 5827.265625
	Iteration 1F: 3 clusters Score -1.610258e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -16104400.000000 Penalty: 5827.265625
	Iteration 2Q: 3 clusters Score -1.61044e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -16107237.000000 Penalty: 5827.265625
	Iteration 3Q: 3 clusters Score -1.610724e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -16111563.000000 Penalty: 5827.265625
	Iteration 4F: 3 clusters Score -1.611156e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -16117687.000000 Penalty: 5827.265625
	Iteration 5F: 3 clusters Score -1.611769e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -16125235.000000 Penalty: 5827.265625
	Iteration 6F: 3 clusters Score -1.612524e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -16134080.000000 Penalty: 5827.265625
	Iteration 7F: 3 clusters Score -1.613408e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -16144241.000000 Penalty: 5827.265625
	Iteration 8F: 3 clusters Score -1.614424e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -16151727.000000 Penalty: 5827.265625
	Iteration 9F: 3 clusters Score -1.615173e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 76794 members 
Entering Unmasked Estep 
Score: -16154640.000000 Penalty: 5827.265625
	Iteration 10Q: 3 clusters Score -1.615464e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -16155465.000000 Penalty: 5827.265625
	Iteration 11Q: 3 clusters Score -1.615546e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -16155666.000000 Penalty: 5827.265625
	Iteration 12Q: 3 clusters Score -1.615567e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -16155809.000000 Penalty: 5827.265625
	Iteration 13Q: 3 clusters Score -1.615581e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 76833 members 
Entering Unmasked Estep 
Score: -16155816.000000 Penalty: 5827.265625
	Iteration 14Q: 3 clusters Score -1.615582e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -16155893.000000 Penalty: 5827.265625
	Iteration 15Q: 3 clusters Score -1.615589e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 76882 members 
Entering Unmasked Estep 
Score: -16155865.000000 Penalty: 5827.265625
	Iteration 16Q: 3 clusters Score -1.615586e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -16155858.000000 Penalty: 5827.265625
	Iteration 17Q: 3 clusters Score -1.615586e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -16155882.000000 Penalty: 5827.265625
	Iteration 18Q: 3 clusters Score -1.615588e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 76882 members 
Entering Unmasked Estep 
Score: -16155872.000000 Penalty: 5827.265625
	Iteration 19Q: 3 clusters Score -1.615587e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -16155871.000000 Penalty: 5827.265625
	Iteration 20F: 3 clusters Score -1.615587e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -16155890.000000 Penalty: 5827.265625
	Iteration 21Q: 3 clusters Score -1.615589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -16155892.000000 Penalty: 5827.265625
	Iteration 22Q: 3 clusters Score -1.615589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -16155894.000000 Penalty: 5827.265625
	Iteration 23Q: 3 clusters Score -1.615589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -16155884.000000 Penalty: 5827.265625
	Iteration 24Q: 3 clusters Score -1.615588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -16155887.000000 Penalty: 5827.265625
	Iteration 25Q: 3 clusters Score -1.615589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -16155872.000000 Penalty: 5827.265625
	Iteration 26Q: 3 clusters Score -1.615587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 76888 members 
Entering Unmasked Estep 
Score: -16155877.000000 Penalty: 5827.265625
	Iteration 27Q: 3 clusters Score -1.615588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 76885 members 
Entering Unmasked Estep 
Score: -16155875.000000 Penalty: 5827.265625
	Iteration 28Q: 3 clusters Score -1.615588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -16155884.000000 Penalty: 5827.265625
	Iteration 29Q: 3 clusters Score -1.615588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -16155883.000000 Penalty: 5827.265625
	Iteration 30Q: 3 clusters Score -1.615588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -16155883.000000 Penalty: 5827.265625
	Iteration 31F: 3 clusters Score -1.615588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 63463 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 76879 members 
Entering Unmasked Estep 
Score: -77946344.000000 Penalty: 72840.367188
Splitting cluster 6 changes total score from -77937176.000000 to -77946344.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (63463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Entering Unmasked Estep 
Score: -8005376.500000 Penalty: 2742.436523
	Iteration 0F: 2 clusters Score -8005376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -7962718.500000 Penalty: 5484.873047
	Iteration 0F: 3 clusters Score -7962718 nChanged 29505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -7979636.000000 Penalty: 5484.873047
	Iteration 1F: 3 clusters Score -7979636 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -7980884.000000 Penalty: 5484.873047
	Iteration 2Q: 3 clusters Score -7980884 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -7982989.000000 Penalty: 5484.873047
	Iteration 3F: 3 clusters Score -7982989 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -7985832.500000 Penalty: 5484.873047
	Iteration 4F: 3 clusters Score -7985832 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -7989106.500000 Penalty: 5484.873047
	Iteration 5F: 3 clusters Score -7989106 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -7992536.000000 Penalty: 5484.873047
	Iteration 6F: 3 clusters Score -7992536 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -7995780.500000 Penalty: 5484.873047
	Iteration 7F: 3 clusters Score -7995780 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -7999153.000000 Penalty: 5484.873047
	Iteration 8F: 3 clusters Score -7999153 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -8002647.500000 Penalty: 5484.873047
	Iteration 9Q: 3 clusters Score -8002648 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -8005499.000000 Penalty: 5484.873047
	Iteration 10Q: 3 clusters Score -8005499 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -8006820.500000 Penalty: 5484.873047
	Iteration 11Q: 3 clusters Score -8006820 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -8007407.000000 Penalty: 5484.873047
	Iteration 12Q: 3 clusters Score -8007407 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -8007698.500000 Penalty: 5484.873047
	Iteration 13Q: 3 clusters Score -8007698 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -8007808.500000 Penalty: 5484.873047
	Iteration 14Q: 3 clusters Score -8007808 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -8007885.000000 Penalty: 5484.873047
	Iteration 15Q: 3 clusters Score -8007885 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -8007950.000000 Penalty: 5484.873047
	Iteration 16Q: 3 clusters Score -8007950 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -8007988.000000 Penalty: 5484.873047
	Iteration 17Q: 3 clusters Score -8007988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -8007971.500000 Penalty: 5484.873047
	Iteration 18Q: 3 clusters Score -8007972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -8007981.500000 Penalty: 5484.873047
	Iteration 19Q: 3 clusters Score -8007982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -8007969.000000 Penalty: 5484.873047
	Iteration 20F: 3 clusters Score -8007969 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -8007981.000000 Penalty: 5484.873047
	Iteration 21Q: 3 clusters Score -8007981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -8007977.500000 Penalty: 5484.873047
	Iteration 22Q: 3 clusters Score -8007978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -8007975.000000 Penalty: 5484.873047
	Iteration 23Q: 3 clusters Score -8007975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -8007979.500000 Penalty: 5484.873047
	Iteration 24Q: 3 clusters Score -8007980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -8007988.000000 Penalty: 5484.873047
	Iteration 25Q: 3 clusters Score -8007988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -8007983.500000 Penalty: 5484.873047
	Iteration 26Q: 3 clusters Score -8007984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -8007978.500000 Penalty: 5484.873047
	Iteration 27Q: 3 clusters Score -8007978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -8007976.000000 Penalty: 5484.873047
	Iteration 28Q: 3 clusters Score -8007976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -8007984.500000 Penalty: 5484.873047
	Iteration 29Q: 3 clusters Score -8007984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -8007979.000000 Penalty: 5484.873047
	Iteration 30Q: 3 clusters Score -8007979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -8007978.000000 Penalty: 5484.873047
	Iteration 31Q: 3 clusters Score -8007978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -8007978.000000 Penalty: 5484.873047
	Iteration 32F: 3 clusters Score -8007978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 46891 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 76879 members 
Mstep: Class 23 contains 16572 members 
Entering Unmasked Estep 
Score: -77947640.000000 Penalty: 76151.289062
Splitting cluster 8 changes total score from -77937176.000000 to -77947640.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (151169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151169 members 
Entering Unmasked Estep 
Score: -19380344.000000 Penalty: 2957.686279
	Iteration 0F: 2 clusters Score -1.938034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -19279280.000000 Penalty: 5915.372559
	Iteration 0F: 3 clusters Score -1.927928e+07 nChanged 72220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -19321454.000000 Penalty: 5915.372559
	Iteration 1F: 3 clusters Score -1.932145e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -19322940.000000 Penalty: 5915.372559
	Iteration 2Q: 3 clusters Score -1.932294e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -19324948.000000 Penalty: 5915.372559
	Iteration 3Q: 3 clusters Score -1.932495e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -19327810.000000 Penalty: 5915.372559
	Iteration 4Q: 3 clusters Score -1.932781e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -19332724.000000 Penalty: 5915.372559
	Iteration 5F: 3 clusters Score -1.933272e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107557 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -19339944.000000 Penalty: 5915.372559
	Iteration 6F: 3 clusters Score -1.933994e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118769 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -19349196.000000 Penalty: 5915.372559
	Iteration 7F: 3 clusters Score -1.93492e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130009 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -19358898.000000 Penalty: 5915.372559
	Iteration 8F: 3 clusters Score -1.93589e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139425 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -19367592.000000 Penalty: 5915.372559
	Iteration 9F: 3 clusters Score -1.936759e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145570 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -19373392.000000 Penalty: 5915.372559
	Iteration 10Q: 3 clusters Score -1.937339e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148717 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19376110.000000 Penalty: 5915.372559
	Iteration 11Q: 3 clusters Score -1.937611e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19377038.000000 Penalty: 5915.372559
	Iteration 12Q: 3 clusters Score -1.937704e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150422 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -19377418.000000 Penalty: 5915.372559
	Iteration 13Q: 3 clusters Score -1.937742e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150600 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -19377574.000000 Penalty: 5915.372559
	Iteration 14Q: 3 clusters Score -1.937757e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -19377646.000000 Penalty: 5915.372559
	Iteration 15Q: 3 clusters Score -1.937765e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19377698.000000 Penalty: 5915.372559
	Iteration 16Q: 3 clusters Score -1.93777e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150754 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -19377730.000000 Penalty: 5915.372559
	Iteration 17Q: 3 clusters Score -1.937773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150771 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -19377748.000000 Penalty: 5915.372559
	Iteration 18Q: 3 clusters Score -1.937775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150782 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -19377754.000000 Penalty: 5915.372559
	Iteration 19Q: 3 clusters Score -1.937775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19377754.000000 Penalty: 5915.372559
	Iteration 20F: 3 clusters Score -1.937775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150797 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19377756.000000 Penalty: 5915.372559
	Iteration 21Q: 3 clusters Score -1.937776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -19377768.000000 Penalty: 5915.372559
	Iteration 22Q: 3 clusters Score -1.937777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150809 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19377794.000000 Penalty: 5915.372559
	Iteration 23Q: 3 clusters Score -1.937779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150817 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -19377826.000000 Penalty: 5915.372559
	Iteration 24Q: 3 clusters Score -1.937783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150822 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19377840.000000 Penalty: 5915.372559
	Iteration 25Q: 3 clusters Score -1.937784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150827 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -19377824.000000 Penalty: 5915.372559
	Iteration 26Q: 3 clusters Score -1.937782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150831 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19377832.000000 Penalty: 5915.372559
	Iteration 27Q: 3 clusters Score -1.937783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150837 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19377828.000000 Penalty: 5915.372559
	Iteration 28Q: 3 clusters Score -1.937783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150840 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19377842.000000 Penalty: 5915.372559
	Iteration 29Q: 3 clusters Score -1.937784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150844 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19377846.000000 Penalty: 5915.372559
	Iteration 30Q: 3 clusters Score -1.937785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150846 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19377846.000000 Penalty: 5915.372559
	Iteration 31Q: 3 clusters Score -1.937785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150847 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19377850.000000 Penalty: 5915.372559
	Iteration 32Q: 3 clusters Score -1.937785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150850 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19377852.000000 Penalty: 5915.372559
	Iteration 33Q: 3 clusters Score -1.937785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150854 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19377854.000000 Penalty: 5915.372559
	Iteration 34Q: 3 clusters Score -1.937785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150852 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19377860.000000 Penalty: 5915.372559
	Iteration 35Q: 3 clusters Score -1.937786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150852 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19377862.000000 Penalty: 5915.372559
	Iteration 36Q: 3 clusters Score -1.937786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150853 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19377866.000000 Penalty: 5915.372559
	Iteration 37Q: 3 clusters Score -1.937787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150852 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19377862.000000 Penalty: 5915.372559
	Iteration 38Q: 3 clusters Score -1.937786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150853 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19377868.000000 Penalty: 5915.372559
	Iteration 39Q: 3 clusters Score -1.937787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150853 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19377868.000000 Penalty: 5915.372559
	Iteration 40F: 3 clusters Score -1.937787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Entering Unmasked Estep 
Score: -918092.687500 Penalty: 2203.005127
	Iteration 0F: 2 clusters Score -918092.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -912232.312500 Penalty: 4406.010254
	Iteration 0F: 3 clusters Score -912232.3 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -913927.750000 Penalty: 4406.010254
	Iteration 1F: 3 clusters Score -913927.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -914577.812500 Penalty: 4406.010254
	Iteration 2F: 3 clusters Score -914577.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -915620.125000 Penalty: 4406.010254
	Iteration 3F: 3 clusters Score -915620.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -916846.937500 Penalty: 4406.010254
	Iteration 4F: 3 clusters Score -916846.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -917836.562500 Penalty: 4406.010254
	Iteration 5F: 3 clusters Score -917836.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -918690.625000 Penalty: 4406.010254
	Iteration 6F: 3 clusters Score -918690.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -919767.187500 Penalty: 4406.010254
	Iteration 7F: 3 clusters Score -919767.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -920431.312500 Penalty: 4406.010254
	Iteration 8F: 3 clusters Score -920431.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -920750.812500 Penalty: 4406.010254
	Iteration 9F: 3 clusters Score -920750.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -920967.750000 Penalty: 4406.010254
	Iteration 10Q: 3 clusters Score -920967.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -921115.500000 Penalty: 4406.010254
	Iteration 11Q: 3 clusters Score -921115.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -921232.812500 Penalty: 4406.010254
	Iteration 12Q: 3 clusters Score -921232.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -921323.500000 Penalty: 4406.010254
	Iteration 13Q: 3 clusters Score -921323.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -921379.625000 Penalty: 4406.010254
	Iteration 14Q: 3 clusters Score -921379.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -921399.062500 Penalty: 4406.010254
	Iteration 15Q: 3 clusters Score -921399.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -921406.187500 Penalty: 4406.010254
	Iteration 16Q: 3 clusters Score -921406.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -921409.062500 Penalty: 4406.010254
	Iteration 17Q: 3 clusters Score -921409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -921410.687500 Penalty: 4406.010254
	Iteration 18Q: 3 clusters Score -921410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -921411.500000 Penalty: 4406.010254
	Iteration 19Q: 3 clusters Score -921411.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -921413.375000 Penalty: 4406.010254
	Iteration 20F: 3 clusters Score -921413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -921411.750000 Penalty: 4406.010254
	Iteration 21Q: 3 clusters Score -921411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -921411.750000 Penalty: 4406.010254
	Iteration 22F: 3 clusters Score -921411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 46891 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 76879 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 2283 members 
Entering Unmasked Estep 
Score: -77949672.000000 Penalty: 79462.218750
Splitting cluster 10 changes total score from -77937176.000000 to -77949672.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (20726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Entering Unmasked Estep 
Score: -2757429.250000 Penalty: 2464.907715
	Iteration 0F: 2 clusters Score -2757429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2742886.500000 Penalty: 4929.815430
	Iteration 0F: 3 clusters Score -2742886 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2747647.000000 Penalty: 4929.815430
	Iteration 1F: 3 clusters Score -2747647 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2748001.500000 Penalty: 4929.815430
	Iteration 2F: 3 clusters Score -2748002 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2748257.000000 Penalty: 4929.815430
	Iteration 3Q: 3 clusters Score -2748257 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2748446.500000 Penalty: 4929.815430
	Iteration 4Q: 3 clusters Score -2748446 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2748622.250000 Penalty: 4929.815430
	Iteration 5Q: 3 clusters Score -2748622 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2748753.250000 Penalty: 4929.815430
	Iteration 6Q: 3 clusters Score -2748753 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2748851.000000 Penalty: 4929.815430
	Iteration 7Q: 3 clusters Score -2748851 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2748942.750000 Penalty: 4929.815430
	Iteration 8Q: 3 clusters Score -2748943 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2749040.000000 Penalty: 4929.815430
	Iteration 9Q: 3 clusters Score -2749040 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2749179.000000 Penalty: 4929.815430
	Iteration 10Q: 3 clusters Score -2749179 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2749333.750000 Penalty: 4929.815430
	Iteration 11Q: 3 clusters Score -2749334 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2749590.500000 Penalty: 4929.815430
	Iteration 12Q: 3 clusters Score -2749590 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2749967.000000 Penalty: 4929.815430
	Iteration 13Q: 3 clusters Score -2749967 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2750476.500000 Penalty: 4929.815430
	Iteration 14Q: 3 clusters Score -2750476 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2751180.250000 Penalty: 4929.815430
	Iteration 15Q: 3 clusters Score -2751180 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2752032.000000 Penalty: 4929.815430
	Iteration 16F: 3 clusters Score -2752032 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2752893.000000 Penalty: 4929.815430
	Iteration 17Q: 3 clusters Score -2752893 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2753611.250000 Penalty: 4929.815430
	Iteration 18Q: 3 clusters Score -2753611 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2754056.750000 Penalty: 4929.815430
	Iteration 19Q: 3 clusters Score -2754057 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2754354.250000 Penalty: 4929.815430
	Iteration 20F: 3 clusters Score -2754354 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2754542.000000 Penalty: 4929.815430
	Iteration 21Q: 3 clusters Score -2754542 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2754686.500000 Penalty: 4929.815430
	Iteration 22Q: 3 clusters Score -2754686 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2754788.000000 Penalty: 4929.815430
	Iteration 23Q: 3 clusters Score -2754788 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2754856.250000 Penalty: 4929.815430
	Iteration 24Q: 3 clusters Score -2754856 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2754924.750000 Penalty: 4929.815430
	Iteration 25Q: 3 clusters Score -2754925 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2754974.000000 Penalty: 4929.815430
	Iteration 26Q: 3 clusters Score -2754974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2755000.000000 Penalty: 4929.815430
	Iteration 27Q: 3 clusters Score -2755000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2755015.000000 Penalty: 4929.815430
	Iteration 28Q: 3 clusters Score -2755015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2755057.500000 Penalty: 4929.815430
	Iteration 29Q: 3 clusters Score -2755058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2755071.250000 Penalty: 4929.815430
	Iteration 30Q: 3 clusters Score -2755071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2755083.250000 Penalty: 4929.815430
	Iteration 31Q: 3 clusters Score -2755083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2755096.000000 Penalty: 4929.815430
	Iteration 32Q: 3 clusters Score -2755096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2755109.750000 Penalty: 4929.815430
	Iteration 33Q: 3 clusters Score -2755110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2755122.250000 Penalty: 4929.815430
	Iteration 34Q: 3 clusters Score -2755122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2755139.250000 Penalty: 4929.815430
	Iteration 35Q: 3 clusters Score -2755139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2755151.750000 Penalty: 4929.815430
	Iteration 36Q: 3 clusters Score -2755152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2755159.500000 Penalty: 4929.815430
	Iteration 37Q: 3 clusters Score -2755160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2755176.000000 Penalty: 4929.815430
	Iteration 38Q: 3 clusters Score -2755176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2755178.750000 Penalty: 4929.815430
	Iteration 39Q: 3 clusters Score -2755179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2755183.250000 Penalty: 4929.815430
	Iteration 40F: 3 clusters Score -2755183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2755187.250000 Penalty: 4929.815430
	Iteration 41Q: 3 clusters Score -2755187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2755191.250000 Penalty: 4929.815430
	Iteration 42Q: 3 clusters Score -2755191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2755197.000000 Penalty: 4929.815430
	Iteration 43Q: 3 clusters Score -2755197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2755201.500000 Penalty: 4929.815430
	Iteration 44Q: 3 clusters Score -2755202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2755210.250000 Penalty: 4929.815430
	Iteration 45Q: 3 clusters Score -2755210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2755223.250000 Penalty: 4929.815430
	Iteration 46Q: 3 clusters Score -2755223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2755230.250000 Penalty: 4929.815430
	Iteration 47Q: 3 clusters Score -2755230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2755241.500000 Penalty: 4929.815430
	Iteration 48Q: 3 clusters Score -2755242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2755242.750000 Penalty: 4929.815430
	Iteration 49Q: 3 clusters Score -2755243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2755245.000000 Penalty: 4929.815430
	Iteration 50Q: 3 clusters Score -2755245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2755253.250000 Penalty: 4929.815430
	Iteration 51Q: 3 clusters Score -2755253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2755254.500000 Penalty: 4929.815430
	Iteration 52Q: 3 clusters Score -2755254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2755259.750000 Penalty: 4929.815430
	Iteration 53Q: 3 clusters Score -2755260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2755261.750000 Penalty: 4929.815430
	Iteration 54Q: 3 clusters Score -2755262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2755263.000000 Penalty: 4929.815430
	Iteration 55Q: 3 clusters Score -2755263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2755260.250000 Penalty: 4929.815430
	Iteration 56Q: 3 clusters Score -2755260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2755268.750000 Penalty: 4929.815430
	Iteration 57Q: 3 clusters Score -2755269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2755275.000000 Penalty: 4929.815430
	Iteration 58Q: 3 clusters Score -2755275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2755278.500000 Penalty: 4929.815430
	Iteration 59Q: 3 clusters Score -2755278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2755280.000000 Penalty: 4929.815430
	Iteration 60F: 3 clusters Score -2755280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2755280.750000 Penalty: 4929.815430
	Iteration 61Q: 3 clusters Score -2755281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2755281.000000 Penalty: 4929.815430
	Iteration 62Q: 3 clusters Score -2755281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2755281.000000 Penalty: 4929.815430
	Iteration 63F: 3 clusters Score -2755281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Entering Unmasked Estep 
Score: -2836164.750000 Penalty: 2501.476807
	Iteration 0F: 2 clusters Score -2836165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2819595.250000 Penalty: 5002.953613
	Iteration 0F: 3 clusters Score -2819595 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2825184.000000 Penalty: 5002.953613
	Iteration 1F: 3 clusters Score -2825184 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2825713.250000 Penalty: 5002.953613
	Iteration 2F: 3 clusters Score -2825713 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2826257.750000 Penalty: 5002.953613
	Iteration 3Q: 3 clusters Score -2826258 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2826890.500000 Penalty: 5002.953613
	Iteration 4F: 3 clusters Score -2826890 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2827573.500000 Penalty: 5002.953613
	Iteration 5F: 3 clusters Score -2827574 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2828312.750000 Penalty: 5002.953613
	Iteration 6F: 3 clusters Score -2828313 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2828971.500000 Penalty: 5002.953613
	Iteration 7F: 3 clusters Score -2828972 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2829610.500000 Penalty: 5002.953613
	Iteration 8Q: 3 clusters Score -2829610 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2830215.750000 Penalty: 5002.953613
	Iteration 9Q: 3 clusters Score -2830216 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2830717.500000 Penalty: 5002.953613
	Iteration 10Q: 3 clusters Score -2830718 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2831115.250000 Penalty: 5002.953613
	Iteration 11Q: 3 clusters Score -2831115 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2831418.000000 Penalty: 5002.953613
	Iteration 12Q: 3 clusters Score -2831418 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2831676.500000 Penalty: 5002.953613
	Iteration 13Q: 3 clusters Score -2831676 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2831886.750000 Penalty: 5002.953613
	Iteration 14Q: 3 clusters Score -2831887 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2832082.500000 Penalty: 5002.953613
	Iteration 15Q: 3 clusters Score -2832082 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2832286.750000 Penalty: 5002.953613
	Iteration 16Q: 3 clusters Score -2832287 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2832456.500000 Penalty: 5002.953613
	Iteration 17Q: 3 clusters Score -2832456 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2832622.250000 Penalty: 5002.953613
	Iteration 18Q: 3 clusters Score -2832622 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2832766.000000 Penalty: 5002.953613
	Iteration 19Q: 3 clusters Score -2832766 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2832866.500000 Penalty: 5002.953613
	Iteration 20F: 3 clusters Score -2832866 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2833004.750000 Penalty: 5002.953613
	Iteration 21Q: 3 clusters Score -2833005 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2833113.000000 Penalty: 5002.953613
	Iteration 22Q: 3 clusters Score -2833113 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2833213.000000 Penalty: 5002.953613
	Iteration 23Q: 3 clusters Score -2833213 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2833311.750000 Penalty: 5002.953613
	Iteration 24Q: 3 clusters Score -2833312 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2833398.000000 Penalty: 5002.953613
	Iteration 25Q: 3 clusters Score -2833398 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2833482.000000 Penalty: 5002.953613
	Iteration 26Q: 3 clusters Score -2833482 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2833580.000000 Penalty: 5002.953613
	Iteration 27Q: 3 clusters Score -2833580 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2833679.500000 Penalty: 5002.953613
	Iteration 28Q: 3 clusters Score -2833680 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2833757.250000 Penalty: 5002.953613
	Iteration 29Q: 3 clusters Score -2833757 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2833825.500000 Penalty: 5002.953613
	Iteration 30Q: 3 clusters Score -2833826 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2833891.500000 Penalty: 5002.953613
	Iteration 31Q: 3 clusters Score -2833892 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2833946.000000 Penalty: 5002.953613
	Iteration 32Q: 3 clusters Score -2833946 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2834001.000000 Penalty: 5002.953613
	Iteration 33Q: 3 clusters Score -2834001 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2834043.750000 Penalty: 5002.953613
	Iteration 34Q: 3 clusters Score -2834044 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2834087.500000 Penalty: 5002.953613
	Iteration 35Q: 3 clusters Score -2834088 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2834133.750000 Penalty: 5002.953613
	Iteration 36Q: 3 clusters Score -2834134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2834164.500000 Penalty: 5002.953613
	Iteration 37Q: 3 clusters Score -2834164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2834197.750000 Penalty: 5002.953613
	Iteration 38Q: 3 clusters Score -2834198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2834221.250000 Penalty: 5002.953613
	Iteration 39Q: 3 clusters Score -2834221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2834238.000000 Penalty: 5002.953613
	Iteration 40F: 3 clusters Score -2834238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2834263.000000 Penalty: 5002.953613
	Iteration 41Q: 3 clusters Score -2834263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2834272.250000 Penalty: 5002.953613
	Iteration 42Q: 3 clusters Score -2834272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2834281.500000 Penalty: 5002.953613
	Iteration 43Q: 3 clusters Score -2834282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2834298.250000 Penalty: 5002.953613
	Iteration 44Q: 3 clusters Score -2834298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2834310.750000 Penalty: 5002.953613
	Iteration 45Q: 3 clusters Score -2834311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2834337.250000 Penalty: 5002.953613
	Iteration 46Q: 3 clusters Score -2834337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2834344.000000 Penalty: 5002.953613
	Iteration 47Q: 3 clusters Score -2834344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2834360.000000 Penalty: 5002.953613
	Iteration 48Q: 3 clusters Score -2834360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2834362.000000 Penalty: 5002.953613
	Iteration 49Q: 3 clusters Score -2834362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2834370.250000 Penalty: 5002.953613
	Iteration 50Q: 3 clusters Score -2834370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2834376.500000 Penalty: 5002.953613
	Iteration 51Q: 3 clusters Score -2834376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2834384.750000 Penalty: 5002.953613
	Iteration 52Q: 3 clusters Score -2834385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2834387.750000 Penalty: 5002.953613
	Iteration 53Q: 3 clusters Score -2834388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2834400.250000 Penalty: 5002.953613
	Iteration 54Q: 3 clusters Score -2834400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2834411.000000 Penalty: 5002.953613
	Iteration 55Q: 3 clusters Score -2834411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2834415.500000 Penalty: 5002.953613
	Iteration 56Q: 3 clusters Score -2834416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2834420.000000 Penalty: 5002.953613
	Iteration 57Q: 3 clusters Score -2834420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2834431.750000 Penalty: 5002.953613
	Iteration 58Q: 3 clusters Score -2834432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2834437.250000 Penalty: 5002.953613
	Iteration 59Q: 3 clusters Score -2834437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2834455.000000 Penalty: 5002.953613
	Iteration 60F: 3 clusters Score -2834455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2834466.000000 Penalty: 5002.953613
	Iteration 61Q: 3 clusters Score -2834466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2834476.000000 Penalty: 5002.953613
	Iteration 62Q: 3 clusters Score -2834476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2834484.750000 Penalty: 5002.953613
	Iteration 63Q: 3 clusters Score -2834485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2834499.500000 Penalty: 5002.953613
	Iteration 64Q: 3 clusters Score -2834500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2834509.000000 Penalty: 5002.953613
	Iteration 65Q: 3 clusters Score -2834509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2834522.250000 Penalty: 5002.953613
	Iteration 66Q: 3 clusters Score -2834522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2834523.750000 Penalty: 5002.953613
	Iteration 67Q: 3 clusters Score -2834524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2834530.500000 Penalty: 5002.953613
	Iteration 68Q: 3 clusters Score -2834530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2834540.000000 Penalty: 5002.953613
	Iteration 69Q: 3 clusters Score -2834540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2834542.250000 Penalty: 5002.953613
	Iteration 70Q: 3 clusters Score -2834542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2834542.000000 Penalty: 5002.953613
	Iteration 71Q: 3 clusters Score -2834542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2834550.750000 Penalty: 5002.953613
	Iteration 72Q: 3 clusters Score -2834551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2834554.000000 Penalty: 5002.953613
	Iteration 73Q: 3 clusters Score -2834554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2834556.500000 Penalty: 5002.953613
	Iteration 74Q: 3 clusters Score -2834556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2834556.750000 Penalty: 5002.953613
	Iteration 75Q: 3 clusters Score -2834557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2834555.750000 Penalty: 5002.953613
	Iteration 76Q: 3 clusters Score -2834556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2834555.250000 Penalty: 5002.953613
	Iteration 77Q: 3 clusters Score -2834555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2834567.750000 Penalty: 5002.953613
	Iteration 78Q: 3 clusters Score -2834568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2834573.750000 Penalty: 5002.953613
	Iteration 79Q: 3 clusters Score -2834574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2834579.500000 Penalty: 5002.953613
	Iteration 80F: 3 clusters Score -2834580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2834579.500000 Penalty: 5002.953613
	Iteration 81Q: 3 clusters Score -2834580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2834580.250000 Penalty: 5002.953613
	Iteration 82Q: 3 clusters Score -2834580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2834585.500000 Penalty: 5002.953613
	Iteration 83Q: 3 clusters Score -2834586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2834594.250000 Penalty: 5002.953613
	Iteration 84Q: 3 clusters Score -2834594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2834596.750000 Penalty: 5002.953613
	Iteration 85Q: 3 clusters Score -2834597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2834603.750000 Penalty: 5002.953613
	Iteration 86Q: 3 clusters Score -2834604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2834606.500000 Penalty: 5002.953613
	Iteration 87Q: 3 clusters Score -2834606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2834609.000000 Penalty: 5002.953613
	Iteration 88Q: 3 clusters Score -2834609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2834615.250000 Penalty: 5002.953613
	Iteration 89Q: 3 clusters Score -2834615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2834621.250000 Penalty: 5002.953613
	Iteration 90Q: 3 clusters Score -2834621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2834628.500000 Penalty: 5002.953613
	Iteration 91Q: 3 clusters Score -2834628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2834628.250000 Penalty: 5002.953613
	Iteration 92Q: 3 clusters Score -2834628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2834636.500000 Penalty: 5002.953613
	Iteration 93Q: 3 clusters Score -2834636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2834634.250000 Penalty: 5002.953613
	Iteration 94Q: 3 clusters Score -2834634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2834641.250000 Penalty: 5002.953613
	Iteration 95Q: 3 clusters Score -2834641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2834642.500000 Penalty: 5002.953613
	Iteration 96Q: 3 clusters Score -2834642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2834642.500000 Penalty: 5002.953613
	Iteration 97F: 3 clusters Score -2834642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -198614.906250 Penalty: 1854.866333
	Iteration 0F: 2 clusters Score -198614.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -196454.812500 Penalty: 3709.732666
	Iteration 0F: 3 clusters Score -196454.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -198180.234375 Penalty: 3709.732666
	Iteration 1F: 3 clusters Score -198180.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -200540.796875 Penalty: 3709.732666
	Iteration 2F: 3 clusters Score -200540.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -201640.328125 Penalty: 3709.732666
	Iteration 3F: 3 clusters Score -201640.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -201871.625000 Penalty: 3709.732666
	Iteration 4Q: 3 clusters Score -201871.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -201945.953125 Penalty: 3709.732666
	Iteration 5Q: 3 clusters Score -201946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -201963.093750 Penalty: 3709.732666
	Iteration 6Q: 3 clusters Score -201963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -201981.921875 Penalty: 3709.732666
	Iteration 7Q: 3 clusters Score -201981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -201994.109375 Penalty: 3709.732666
	Iteration 8Q: 3 clusters Score -201994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -201997.468750 Penalty: 3709.732666
	Iteration 9Q: 3 clusters Score -201997.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -201998.781250 Penalty: 3709.732666
	Iteration 10Q: 3 clusters Score -201998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -201999.750000 Penalty: 3709.732666
	Iteration 11Q: 3 clusters Score -201999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -202001.765625 Penalty: 3709.732666
	Iteration 12Q: 3 clusters Score -202001.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -202005.218750 Penalty: 3709.732666
	Iteration 13F: 3 clusters Score -202005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -202008.093750 Penalty: 3709.732666
	Iteration 14Q: 3 clusters Score -202008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -202009.703125 Penalty: 3709.732666
	Iteration 15Q: 3 clusters Score -202009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -202012.109375 Penalty: 3709.732666
	Iteration 16Q: 3 clusters Score -202012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -202014.890625 Penalty: 3709.732666
	Iteration 17Q: 3 clusters Score -202014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -202016.343750 Penalty: 3709.732666
	Iteration 18Q: 3 clusters Score -202016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -202016.343750 Penalty: 3709.732666
	Iteration 19F: 3 clusters Score -202016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 46891 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 76879 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 2283 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
Score: -77951704.000000 Penalty: 82773.140625
Splitting cluster 13 changes total score from -77937176.000000 to -77951704.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -551863.625000 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -551863.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -547676.437500 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -547676.4 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -548632.812500 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -548632.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -548972.750000 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -548972.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -549317.125000 Penalty: 4162.697754
	Iteration 3F: 3 clusters Score -549317.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -549749.750000 Penalty: 4162.697754
	Iteration 4F: 3 clusters Score -549749.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -550291.812500 Penalty: 4162.697754
	Iteration 5F: 3 clusters Score -550291.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -550971.625000 Penalty: 4162.697754
	Iteration 6F: 3 clusters Score -550971.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -551780.437500 Penalty: 4162.697754
	Iteration 7F: 3 clusters Score -551780.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -552134.062500 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -552134.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -552230.250000 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -552230.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -552275.750000 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -552275.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -552307.500000 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -552307.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -552328.312500 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -552328.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -552363.062500 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -552363.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -552410.062500 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -552410.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -552435.187500 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -552435.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -552448.187500 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -552448.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -552463.812500 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -552463.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -552472.312500 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -552472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -552476.875000 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -552476.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -552482.062500 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -552482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -552485.375000 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -552485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -552487.750000 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -552487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -552490.812500 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -552490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -552492.812500 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -552492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -552494.687500 Penalty: 4162.697754
	Iteration 25Q: 3 clusters Score -552494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -552495.312500 Penalty: 4162.697754
	Iteration 26Q: 3 clusters Score -552495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -552495.687500 Penalty: 4162.697754
	Iteration 27Q: 3 clusters Score -552495.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -552496.187500 Penalty: 4162.697754
	Iteration 28Q: 3 clusters Score -552496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -552496.687500 Penalty: 4162.697754
	Iteration 29Q: 3 clusters Score -552496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -552496.687500 Penalty: 4162.697754
	Iteration 30F: 3 clusters Score -552496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 46891 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 76879 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 2283 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 2639 members 
Entering Unmasked Estep 
Score: -77951088.000000 Penalty: 86084.070312
Splitting cluster 15 changes total score from -77937176.000000 to -77951088.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -280958.875000 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -280958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -278101.781250 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -278101.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -278909.843750 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -278909.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -279193.937500 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -279193.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -279320.750000 Penalty: 3879.733887
	Iteration 3F: 3 clusters Score -279320.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -279399.031250 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -279399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -279483.250000 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -279483.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -279571.343750 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -279571.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -279680.843750 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -279680.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -279749.781250 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -279749.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -279794.125000 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -279794.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -279839.437500 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -279839.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -279886.281250 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -279886.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -279939.875000 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -279939.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -279981.656250 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -279981.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -280012.843750 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -280012.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -280046.343750 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -280046.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -280074.093750 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -280074.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -280095.468750 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -280095.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -280125.593750 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -280125.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -280154.562500 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -280154.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -280194.343750 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -280194.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -280244.437500 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -280244.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -280275.562500 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -280275.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -280336.906250 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -280336.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -280404.093750 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -280404.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -280622.343750 Penalty: 3879.733887
	Iteration 25Q: 3 clusters Score -280622.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -280746.593750 Penalty: 3879.733887
	Iteration 26Q: 3 clusters Score -280746.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -280790.218750 Penalty: 3879.733887
	Iteration 27Q: 3 clusters Score -280790.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -280821.968750 Penalty: 3879.733887
	Iteration 28Q: 3 clusters Score -280822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -280848.781250 Penalty: 3879.733887
	Iteration 29Q: 3 clusters Score -280848.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -280884.468750 Penalty: 3879.733887
	Iteration 30Q: 3 clusters Score -280884.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -280923.343750 Penalty: 3879.733887
	Iteration 31Q: 3 clusters Score -280923.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280947.281250 Penalty: 3879.733887
	Iteration 32Q: 3 clusters Score -280947.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -280962.500000 Penalty: 3879.733887
	Iteration 33Q: 3 clusters Score -280962.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -280972.062500 Penalty: 3879.733887
	Iteration 34Q: 3 clusters Score -280972.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -280977.812500 Penalty: 3879.733887
	Iteration 35Q: 3 clusters Score -280977.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -280983.843750 Penalty: 3879.733887
	Iteration 36Q: 3 clusters Score -280983.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -280994.468750 Penalty: 3879.733887
	Iteration 37Q: 3 clusters Score -280994.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -281003.937500 Penalty: 3879.733887
	Iteration 38Q: 3 clusters Score -281003.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -281011.531250 Penalty: 3879.733887
	Iteration 39Q: 3 clusters Score -281011.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -281029.156250 Penalty: 3879.733887
	Iteration 40F: 3 clusters Score -281029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -281048.593750 Penalty: 3879.733887
	Iteration 41Q: 3 clusters Score -281048.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -281058.562500 Penalty: 3879.733887
	Iteration 42Q: 3 clusters Score -281058.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -281071.343750 Penalty: 3879.733887
	Iteration 43Q: 3 clusters Score -281071.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -281083.250000 Penalty: 3879.733887
	Iteration 44Q: 3 clusters Score -281083.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -281096.875000 Penalty: 3879.733887
	Iteration 45Q: 3 clusters Score -281096.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -281109.312500 Penalty: 3879.733887
	Iteration 46Q: 3 clusters Score -281109.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -281119.593750 Penalty: 3879.733887
	Iteration 47Q: 3 clusters Score -281119.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -281128.437500 Penalty: 3879.733887
	Iteration 48Q: 3 clusters Score -281128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -281133.375000 Penalty: 3879.733887
	Iteration 49Q: 3 clusters Score -281133.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -281136.468750 Penalty: 3879.733887
	Iteration 50Q: 3 clusters Score -281136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -281137.937500 Penalty: 3879.733887
	Iteration 51Q: 3 clusters Score -281137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -281138.968750 Penalty: 3879.733887
	Iteration 52Q: 3 clusters Score -281139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -281139.968750 Penalty: 3879.733887
	Iteration 53Q: 3 clusters Score -281140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -281140.718750 Penalty: 3879.733887
	Iteration 54Q: 3 clusters Score -281140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -281140.718750 Penalty: 3879.733887
	Iteration 55F: 3 clusters Score -281140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 46891 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 76879 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 2283 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 2639 members 
Mstep: Class 27 contains 593 members 
Entering Unmasked Estep 
Score: -77949992.000000 Penalty: 89394.992188
Splitting cluster 16 changes total score from -77937176.000000 to -77949992.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (7141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Entering Unmasked Estep 
Score: -874048.375000 Penalty: 2200.654785
	Iteration 0F: 2 clusters Score -874048.4 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 3562 members 
Entering Unmasked Estep 
Score: -868294.750000 Penalty: 4401.309570
	Iteration 0F: 3 clusters Score -868294.8 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -870284.375000 Penalty: 4401.309570
	Iteration 1F: 3 clusters Score -870284.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -871377.125000 Penalty: 4401.309570
	Iteration 2F: 3 clusters Score -871377.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -872755.687500 Penalty: 4401.309570
	Iteration 3F: 3 clusters Score -872755.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -873576.875000 Penalty: 4401.309570
	Iteration 4F: 3 clusters Score -873576.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -873853.250000 Penalty: 4401.309570
	Iteration 5F: 3 clusters Score -873853.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -873974.500000 Penalty: 4401.309570
	Iteration 6Q: 3 clusters Score -873974.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -874046.875000 Penalty: 4401.309570
	Iteration 7Q: 3 clusters Score -874046.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -874097.125000 Penalty: 4401.309570
	Iteration 8Q: 3 clusters Score -874097.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -874149.750000 Penalty: 4401.309570
	Iteration 9Q: 3 clusters Score -874149.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -874202.437500 Penalty: 4401.309570
	Iteration 10Q: 3 clusters Score -874202.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -874259.437500 Penalty: 4401.309570
	Iteration 11Q: 3 clusters Score -874259.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -874301.250000 Penalty: 4401.309570
	Iteration 12Q: 3 clusters Score -874301.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -874343.437500 Penalty: 4401.309570
	Iteration 13Q: 3 clusters Score -874343.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -874375.250000 Penalty: 4401.309570
	Iteration 14Q: 3 clusters Score -874375.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -874404.187500 Penalty: 4401.309570
	Iteration 15Q: 3 clusters Score -874404.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -874429.437500 Penalty: 4401.309570
	Iteration 16Q: 3 clusters Score -874429.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -874452.750000 Penalty: 4401.309570
	Iteration 17Q: 3 clusters Score -874452.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -874482.312500 Penalty: 4401.309570
	Iteration 18Q: 3 clusters Score -874482.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -874507.750000 Penalty: 4401.309570
	Iteration 19Q: 3 clusters Score -874507.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -874537.937500 Penalty: 4401.309570
	Iteration 20F: 3 clusters Score -874537.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -874557.312500 Penalty: 4401.309570
	Iteration 21Q: 3 clusters Score -874557.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -874573.625000 Penalty: 4401.309570
	Iteration 22Q: 3 clusters Score -874573.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -874586.625000 Penalty: 4401.309570
	Iteration 23Q: 3 clusters Score -874586.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -874596.937500 Penalty: 4401.309570
	Iteration 24Q: 3 clusters Score -874596.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -874602.937500 Penalty: 4401.309570
	Iteration 25Q: 3 clusters Score -874602.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -874604.312500 Penalty: 4401.309570
	Iteration 26Q: 3 clusters Score -874604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -874605.500000 Penalty: 4401.309570
	Iteration 27Q: 3 clusters Score -874605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -874607.125000 Penalty: 4401.309570
	Iteration 28Q: 3 clusters Score -874607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -874606.875000 Penalty: 4401.309570
	Iteration 29Q: 3 clusters Score -874606.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -874606.875000 Penalty: 4401.309570
	Iteration 30F: 3 clusters Score -874606.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 46891 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 4039 members 
Mstep: Class 18 contains 124941 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 76879 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 2283 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 2639 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 3102 members 
Entering Unmasked Estep 
Score: -77949800.000000 Penalty: 92705.921875
Splitting cluster 17 changes total score from -77937176.000000 to -77949800.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (124941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124941 members 
Entering Unmasked Estep 
Score: -15649666.000000 Penalty: 2910.427979
	Iteration 0F: 2 clusters Score -1.564967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -15565979.000000 Penalty: 5820.855957
	Iteration 0F: 3 clusters Score -1.556598e+07 nChanged 59644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -15600069.000000 Penalty: 5820.855957
	Iteration 1F: 3 clusters Score -1.560007e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -15601290.000000 Penalty: 5820.855957
	Iteration 2Q: 3 clusters Score -1.560129e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -15602807.000000 Penalty: 5820.855957
	Iteration 3Q: 3 clusters Score -1.560281e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -15604752.000000 Penalty: 5820.855957
	Iteration 4Q: 3 clusters Score -1.560475e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -15607679.000000 Penalty: 5820.855957
	Iteration 5Q: 3 clusters Score -1.560768e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -15611219.000000 Penalty: 5820.855957
	Iteration 6F: 3 clusters Score -1.561122e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -15615001.000000 Penalty: 5820.855957
	Iteration 7F: 3 clusters Score -1.5615e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -15618052.000000 Penalty: 5820.855957
	Iteration 8F: 3 clusters Score -1.561805e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -15620677.000000 Penalty: 5820.855957
	Iteration 9Q: 3 clusters Score -1.562068e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -15622694.000000 Penalty: 5820.855957
	Iteration 10Q: 3 clusters Score -1.562269e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -15624637.000000 Penalty: 5820.855957
	Iteration 11Q: 3 clusters Score -1.562464e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -15626626.000000 Penalty: 5820.855957
	Iteration 12Q: 3 clusters Score -1.562663e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -15628705.000000 Penalty: 5820.855957
	Iteration 13Q: 3 clusters Score -1.56287e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -15630629.000000 Penalty: 5820.855957
	Iteration 14Q: 3 clusters Score -1.563063e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 70595 members 
Entering Unmasked Estep 
Score: -15632461.000000 Penalty: 5820.855957
	Iteration 15Q: 3 clusters Score -1.563246e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -15633904.000000 Penalty: 5820.855957
	Iteration 16Q: 3 clusters Score -1.56339e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -15635088.000000 Penalty: 5820.855957
	Iteration 17Q: 3 clusters Score -1.563509e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -15636094.000000 Penalty: 5820.855957
	Iteration 18Q: 3 clusters Score -1.563609e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -15636981.000000 Penalty: 5820.855957
	Iteration 19Q: 3 clusters Score -1.563698e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -15637814.000000 Penalty: 5820.855957
	Iteration 20F: 3 clusters Score -1.563781e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -15638619.000000 Penalty: 5820.855957
	Iteration 21Q: 3 clusters Score -1.563862e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -15639287.000000 Penalty: 5820.855957
	Iteration 22Q: 3 clusters Score -1.563929e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -15640023.000000 Penalty: 5820.855957
	Iteration 23Q: 3 clusters Score -1.564002e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -15640454.000000 Penalty: 5820.855957
	Iteration 24Q: 3 clusters Score -1.564045e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -15640924.000000 Penalty: 5820.855957
	Iteration 25Q: 3 clusters Score -1.564092e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -15641178.000000 Penalty: 5820.855957
	Iteration 26Q: 3 clusters Score -1.564118e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -15641450.000000 Penalty: 5820.855957
	Iteration 27Q: 3 clusters Score -1.564145e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -15641740.000000 Penalty: 5820.855957
	Iteration 28Q: 3 clusters Score -1.564174e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -15641994.000000 Penalty: 5820.855957
	Iteration 29Q: 3 clusters Score -1.564199e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -15642105.000000 Penalty: 5820.855957
	Iteration 30Q: 3 clusters Score -1.56421e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -15642198.000000 Penalty: 5820.855957
	Iteration 31Q: 3 clusters Score -1.56422e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -15642374.000000 Penalty: 5820.855957
	Iteration 32Q: 3 clusters Score -1.564237e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -15642486.000000 Penalty: 5820.855957
	Iteration 33Q: 3 clusters Score -1.564249e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -15642538.000000 Penalty: 5820.855957
	Iteration 34Q: 3 clusters Score -1.564254e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -15642607.000000 Penalty: 5820.855957
	Iteration 35Q: 3 clusters Score -1.564261e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -15642647.000000 Penalty: 5820.855957
	Iteration 36Q: 3 clusters Score -1.564265e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -15642706.000000 Penalty: 5820.855957
	Iteration 37Q: 3 clusters Score -1.564271e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -15642781.000000 Penalty: 5820.855957
	Iteration 38Q: 3 clusters Score -1.564278e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -15642796.000000 Penalty: 5820.855957
	Iteration 39Q: 3 clusters Score -1.56428e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -15642811.000000 Penalty: 5820.855957
	Iteration 40F: 3 clusters Score -1.564281e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -15642865.000000 Penalty: 5820.855957
	Iteration 41Q: 3 clusters Score -1.564286e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -15642896.000000 Penalty: 5820.855957
	Iteration 42Q: 3 clusters Score -1.56429e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -15642938.000000 Penalty: 5820.855957
	Iteration 43Q: 3 clusters Score -1.564294e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -15642960.000000 Penalty: 5820.855957
	Iteration 44Q: 3 clusters Score -1.564296e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74930 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -15643020.000000 Penalty: 5820.855957
	Iteration 45Q: 3 clusters Score -1.564302e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -15643076.000000 Penalty: 5820.855957
	Iteration 46Q: 3 clusters Score -1.564308e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -15643078.000000 Penalty: 5820.855957
	Iteration 47Q: 3 clusters Score -1.564308e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -15643045.000000 Penalty: 5820.855957
	Iteration 48Q: 3 clusters Score -1.564304e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -15643090.000000 Penalty: 5820.855957
	Iteration 49Q: 3 clusters Score -1.564309e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -15643173.000000 Penalty: 5820.855957
	Iteration 50Q: 3 clusters Score -1.564317e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -15643224.000000 Penalty: 5820.855957
	Iteration 51Q: 3 clusters Score -1.564322e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -15643283.000000 Penalty: 5820.855957
	Iteration 52Q: 3 clusters Score -1.564328e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -15643284.000000 Penalty: 5820.855957
	Iteration 53Q: 3 clusters Score -1.564328e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -15643324.000000 Penalty: 5820.855957
	Iteration 54Q: 3 clusters Score -1.564332e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -15643341.000000 Penalty: 5820.855957
	Iteration 55Q: 3 clusters Score -1.564334e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -15643358.000000 Penalty: 5820.855957
	Iteration 56Q: 3 clusters Score -1.564336e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -15643381.000000 Penalty: 5820.855957
	Iteration 57Q: 3 clusters Score -1.564338e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -15643408.000000 Penalty: 5820.855957
	Iteration 58Q: 3 clusters Score -1.564341e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -15643428.000000 Penalty: 5820.855957
	Iteration 59Q: 3 clusters Score -1.564343e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -15643417.000000 Penalty: 5820.855957
	Iteration 60F: 3 clusters Score -1.564342e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -15643484.000000 Penalty: 5820.855957
	Iteration 61Q: 3 clusters Score -1.564348e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81640 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -15643517.000000 Penalty: 5820.855957
	Iteration 62Q: 3 clusters Score -1.564352e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -15643533.000000 Penalty: 5820.855957
	Iteration 63Q: 3 clusters Score -1.564353e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -15643563.000000 Penalty: 5820.855957
	Iteration 64Q: 3 clusters Score -1.564356e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -15643608.000000 Penalty: 5820.855957
	Iteration 65Q: 3 clusters Score -1.564361e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -15643641.000000 Penalty: 5820.855957
	Iteration 66Q: 3 clusters Score -1.564364e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83325 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -15643616.000000 Penalty: 5820.855957
	Iteration 67Q: 3 clusters Score -1.564362e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -15643655.000000 Penalty: 5820.855957
	Iteration 68Q: 3 clusters Score -1.564366e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -15643682.000000 Penalty: 5820.855957
	Iteration 69Q: 3 clusters Score -1.564368e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -15643711.000000 Penalty: 5820.855957
	Iteration 70Q: 3 clusters Score -1.564371e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -15643731.000000 Penalty: 5820.855957
	Iteration 71Q: 3 clusters Score -1.564373e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -15643760.000000 Penalty: 5820.855957
	Iteration 72Q: 3 clusters Score -1.564376e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85390 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -15643840.000000 Penalty: 5820.855957
	Iteration 73Q: 3 clusters Score -1.564384e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85734 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -15643884.000000 Penalty: 5820.855957
	Iteration 74Q: 3 clusters Score -1.564388e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -15643888.000000 Penalty: 5820.855957
	Iteration 75Q: 3 clusters Score -1.564389e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -15643874.000000 Penalty: 5820.855957
	Iteration 76Q: 3 clusters Score -1.564387e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -15643841.000000 Penalty: 5820.855957
	Iteration 77Q: 3 clusters Score -1.564384e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -15643852.000000 Penalty: 5820.855957
	Iteration 78Q: 3 clusters Score -1.564385e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -15643906.000000 Penalty: 5820.855957
	Iteration 79Q: 3 clusters Score -1.564391e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -15643951.000000 Penalty: 5820.855957
	Iteration 80F: 3 clusters Score -1.564395e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -15643953.000000 Penalty: 5820.855957
	Iteration 81Q: 3 clusters Score -1.564395e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -15644009.000000 Penalty: 5820.855957
	Iteration 82Q: 3 clusters Score -1.564401e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -15644092.000000 Penalty: 5820.855957
	Iteration 83Q: 3 clusters Score -1.564409e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -15644155.000000 Penalty: 5820.855957
	Iteration 84Q: 3 clusters Score -1.564416e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89577 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -15644257.000000 Penalty: 5820.855957
	Iteration 85Q: 3 clusters Score -1.564426e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -15644269.000000 Penalty: 5820.855957
	Iteration 86Q: 3 clusters Score -1.564427e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90399 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -15644250.000000 Penalty: 5820.855957
	Iteration 87Q: 3 clusters Score -1.564425e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90809 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -15644312.000000 Penalty: 5820.855957
	Iteration 88Q: 3 clusters Score -1.564431e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -15644363.000000 Penalty: 5820.855957
	Iteration 89Q: 3 clusters Score -1.564436e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -15644421.000000 Penalty: 5820.855957
	Iteration 90Q: 3 clusters Score -1.564442e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -15644437.000000 Penalty: 5820.855957
	Iteration 91Q: 3 clusters Score -1.564444e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -15644482.000000 Penalty: 5820.855957
	Iteration 92Q: 3 clusters Score -1.564448e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -15644513.000000 Penalty: 5820.855957
	Iteration 93Q: 3 clusters Score -1.564451e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93279 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -15644558.000000 Penalty: 5820.855957
	Iteration 94Q: 3 clusters Score -1.564456e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -15644552.000000 Penalty: 5820.855957
	Iteration 95Q: 3 clusters Score -1.564455e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -15644629.000000 Penalty: 5820.855957
	Iteration 96Q: 3 clusters Score -1.564463e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -15644664.000000 Penalty: 5820.855957
	Iteration 97Q: 3 clusters Score -1.564466e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -15644694.000000 Penalty: 5820.855957
	Iteration 98Q: 3 clusters Score -1.564469e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -15644735.000000 Penalty: 5820.855957
	Iteration 99Q: 3 clusters Score -1.564474e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -15644854.000000 Penalty: 5820.855957
	Iteration 100F: 3 clusters Score -1.564485e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -15644905.000000 Penalty: 5820.855957
	Iteration 101Q: 3 clusters Score -1.56449e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -15644973.000000 Penalty: 5820.855957
	Iteration 102Q: 3 clusters Score -1.564497e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -15645035.000000 Penalty: 5820.855957
	Iteration 103Q: 3 clusters Score -1.564504e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97398 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -15645149.000000 Penalty: 5820.855957
	Iteration 104Q: 3 clusters Score -1.564515e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97923 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -15645280.000000 Penalty: 5820.855957
	Iteration 105Q: 3 clusters Score -1.564528e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98508 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -15645439.000000 Penalty: 5820.855957
	Iteration 106Q: 3 clusters Score -1.564544e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -15645651.000000 Penalty: 5820.855957
	Iteration 107Q: 3 clusters Score -1.564565e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -15645886.000000 Penalty: 5820.855957
	Iteration 108Q: 3 clusters Score -1.564589e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -15646308.000000 Penalty: 5820.855957
	Iteration 109Q: 3 clusters Score -1.564631e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -15646832.000000 Penalty: 5820.855957
	Iteration 110Q: 3 clusters Score -1.564683e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -15647496.000000 Penalty: 5820.855957
	Iteration 111Q: 3 clusters Score -1.56475e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -15648127.000000 Penalty: 5820.855957
	Iteration 112Q: 3 clusters Score -1.564813e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -15648716.000000 Penalty: 5820.855957
	Iteration 113Q: 3 clusters Score -1.564872e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -15649129.000000 Penalty: 5820.855957
	Iteration 114Q: 3 clusters Score -1.564913e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -15649317.000000 Penalty: 5820.855957
	Iteration 115Q: 3 clusters Score -1.564932e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106168 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -15649479.000000 Penalty: 5820.855957
	Iteration 116Q: 3 clusters Score -1.564948e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -15649613.000000 Penalty: 5820.855957
	Iteration 117Q: 3 clusters Score -1.564961e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -15649695.000000 Penalty: 5820.855957
	Iteration 118Q: 3 clusters Score -1.56497e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107352 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -15649775.000000 Penalty: 5820.855957
	Iteration 119Q: 3 clusters Score -1.564978e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107652 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -15649856.000000 Penalty: 5820.855957
	Iteration 120F: 3 clusters Score -1.564986e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -15649868.000000 Penalty: 5820.855957
	Iteration 121Q: 3 clusters Score -1.564987e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -15649880.000000 Penalty: 5820.855957
	Iteration 122Q: 3 clusters Score -1.564988e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108373 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -15649907.000000 Penalty: 5820.855957
	Iteration 123Q: 3 clusters Score -1.564991e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -15649889.000000 Penalty: 5820.855957
	Iteration 124Q: 3 clusters Score -1.564989e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -15649912.000000 Penalty: 5820.855957
	Iteration 125Q: 3 clusters Score -1.564991e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -15649953.000000 Penalty: 5820.855957
	Iteration 126Q: 3 clusters Score -1.564995e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109267 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -15649987.000000 Penalty: 5820.855957
	Iteration 127Q: 3 clusters Score -1.564999e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109445 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -15650022.000000 Penalty: 5820.855957
	Iteration 128Q: 3 clusters Score -1.565002e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109621 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -15650014.000000 Penalty: 5820.855957
	Iteration 129Q: 3 clusters Score -1.565001e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -15650092.000000 Penalty: 5820.855957
	Iteration 130Q: 3 clusters Score -1.565009e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -15650092.000000 Penalty: 5820.855957
	Iteration 131Q: 3 clusters Score -1.565009e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -15650117.000000 Penalty: 5820.855957
	Iteration 132Q: 3 clusters Score -1.565012e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110209 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -15650175.000000 Penalty: 5820.855957
	Iteration 133Q: 3 clusters Score -1.565018e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -15650166.000000 Penalty: 5820.855957
	Iteration 134Q: 3 clusters Score -1.565017e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -15650158.000000 Penalty: 5820.855957
	Iteration 135Q: 3 clusters Score -1.565016e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110525 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -15650178.000000 Penalty: 5820.855957
	Iteration 136Q: 3 clusters Score -1.565018e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110624 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -15650178.000000 Penalty: 5820.855957
	Iteration 137Q: 3 clusters Score -1.565018e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110712 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -15650201.000000 Penalty: 5820.855957
	Iteration 138Q: 3 clusters Score -1.56502e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -15650203.000000 Penalty: 5820.855957
	Iteration 139Q: 3 clusters Score -1.56502e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110845 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -15650203.000000 Penalty: 5820.855957
	Iteration 140F: 3 clusters Score -1.56502e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110897 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -15650200.000000 Penalty: 5820.855957
	Iteration 141Q: 3 clusters Score -1.56502e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -15650205.000000 Penalty: 5820.855957
	Iteration 142Q: 3 clusters Score -1.56502e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -15650182.000000 Penalty: 5820.855957
	Iteration 143Q: 3 clusters Score -1.565018e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111036 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -15650211.000000 Penalty: 5820.855957
	Iteration 144Q: 3 clusters Score -1.565021e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111081 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -15650198.000000 Penalty: 5820.855957
	Iteration 145Q: 3 clusters Score -1.56502e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -15650200.000000 Penalty: 5820.855957
	Iteration 146Q: 3 clusters Score -1.56502e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111175 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -15650205.000000 Penalty: 5820.855957
	Iteration 147Q: 3 clusters Score -1.56502e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111216 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -15650211.000000 Penalty: 5820.855957
	Iteration 148Q: 3 clusters Score -1.565021e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -15650216.000000 Penalty: 5820.855957
	Iteration 149Q: 3 clusters Score -1.565022e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111301 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -15650224.000000 Penalty: 5820.855957
	Iteration 150Q: 3 clusters Score -1.565022e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111337 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -15650213.000000 Penalty: 5820.855957
	Iteration 151Q: 3 clusters Score -1.565021e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111365 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -15650214.000000 Penalty: 5820.855957
	Iteration 152Q: 3 clusters Score -1.565021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111390 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -15650197.000000 Penalty: 5820.855957
	Iteration 153Q: 3 clusters Score -1.56502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -15650204.000000 Penalty: 5820.855957
	Iteration 154Q: 3 clusters Score -1.56502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -15650202.000000 Penalty: 5820.855957
	Iteration 155Q: 3 clusters Score -1.56502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -15650207.000000 Penalty: 5820.855957
	Iteration 156Q: 3 clusters Score -1.565021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111494 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -15650221.000000 Penalty: 5820.855957
	Iteration 157Q: 3 clusters Score -1.565022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -15650206.000000 Penalty: 5820.855957
	Iteration 158Q: 3 clusters Score -1.565021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -15650193.000000 Penalty: 5820.855957
	Iteration 159Q: 3 clusters Score -1.565019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -15650186.000000 Penalty: 5820.855957
	Iteration 160F: 3 clusters Score -1.565019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -15650208.000000 Penalty: 5820.855957
	Iteration 161Q: 3 clusters Score -1.565021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -15650201.000000 Penalty: 5820.855957
	Iteration 162Q: 3 clusters Score -1.56502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111597 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -15650212.000000 Penalty: 5820.855957
	Iteration 163Q: 3 clusters Score -1.565021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -15650206.000000 Penalty: 5820.855957
	Iteration 164Q: 3 clusters Score -1.565021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -15650208.000000 Penalty: 5820.855957
	Iteration 165Q: 3 clusters Score -1.565021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111622 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -15650232.000000 Penalty: 5820.855957
	Iteration 166Q: 3 clusters Score -1.565023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -15650226.000000 Penalty: 5820.855957
	Iteration 167Q: 3 clusters Score -1.565023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111646 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -15650227.000000 Penalty: 5820.855957
	Iteration 168Q: 3 clusters Score -1.565023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111655 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -15650225.000000 Penalty: 5820.855957
	Iteration 169Q: 3 clusters Score -1.565022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111668 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -15650226.000000 Penalty: 5820.855957
	Iteration 170Q: 3 clusters Score -1.565023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111681 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -15650245.000000 Penalty: 5820.855957
	Iteration 171Q: 3 clusters Score -1.565024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -15650241.000000 Penalty: 5820.855957
	Iteration 172Q: 3 clusters Score -1.565024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111709 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -15650236.000000 Penalty: 5820.855957
	Iteration 173Q: 3 clusters Score -1.565024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111719 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -15650248.000000 Penalty: 5820.855957
	Iteration 174Q: 3 clusters Score -1.565025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111729 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -15650238.000000 Penalty: 5820.855957
	Iteration 175Q: 3 clusters Score -1.565024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111736 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -15650248.000000 Penalty: 5820.855957
	Iteration 176Q: 3 clusters Score -1.565025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111739 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -15650245.000000 Penalty: 5820.855957
	Iteration 177Q: 3 clusters Score -1.565024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111744 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -15650236.000000 Penalty: 5820.855957
	Iteration 178Q: 3 clusters Score -1.565024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111747 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -15650237.000000 Penalty: 5820.855957
	Iteration 179Q: 3 clusters Score -1.565024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -15650237.000000 Penalty: 5820.855957
	Iteration 180F: 3 clusters Score -1.565024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111754 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -15650231.000000 Penalty: 5820.855957
	Iteration 181Q: 3 clusters Score -1.565023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111758 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -15650226.000000 Penalty: 5820.855957
	Iteration 182Q: 3 clusters Score -1.565023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111765 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -15650225.000000 Penalty: 5820.855957
	Iteration 183Q: 3 clusters Score -1.565022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111772 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -15650220.000000 Penalty: 5820.855957
	Iteration 184Q: 3 clusters Score -1.565022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111774 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -15650220.000000 Penalty: 5820.855957
	Iteration 185Q: 3 clusters Score -1.565022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111774 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -15650220.000000 Penalty: 5820.855957
	Iteration 186F: 3 clusters Score -1.565022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 46891 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 4039 members 
Mstep: Class 18 contains 111774 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 76879 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 2283 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 2639 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 3102 members 
Mstep: Class 29 contains 13167 members 
Entering Unmasked Estep 
Score: -77949896.000000 Penalty: 96016.843750
Splitting cluster 18 changes total score from -77937176.000000 to -77949896.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (25216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Entering Unmasked Estep 
Score: -3147421.250000 Penalty: 2513.538086
	Iteration 0F: 2 clusters Score -3147421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3129900.250000 Penalty: 5027.076172
	Iteration 0F: 3 clusters Score -3129900 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3136064.250000 Penalty: 5027.076172
	Iteration 1F: 3 clusters Score -3136064 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3136759.750000 Penalty: 5027.076172
	Iteration 2F: 3 clusters Score -3136760 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3137530.750000 Penalty: 5027.076172
	Iteration 3F: 3 clusters Score -3137531 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3138430.250000 Penalty: 5027.076172
	Iteration 4F: 3 clusters Score -3138430 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3139252.750000 Penalty: 5027.076172
	Iteration 5F: 3 clusters Score -3139253 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3139900.500000 Penalty: 5027.076172
	Iteration 6F: 3 clusters Score -3139900 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3140384.000000 Penalty: 5027.076172
	Iteration 7Q: 3 clusters Score -3140384 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3140771.500000 Penalty: 5027.076172
	Iteration 8Q: 3 clusters Score -3140772 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3141100.000000 Penalty: 5027.076172
	Iteration 9Q: 3 clusters Score -3141100 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3141417.750000 Penalty: 5027.076172
	Iteration 10Q: 3 clusters Score -3141418 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3141764.000000 Penalty: 5027.076172
	Iteration 11Q: 3 clusters Score -3141764 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3142128.500000 Penalty: 5027.076172
	Iteration 12Q: 3 clusters Score -3142128 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3142490.500000 Penalty: 5027.076172
	Iteration 13Q: 3 clusters Score -3142490 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3142918.000000 Penalty: 5027.076172
	Iteration 14Q: 3 clusters Score -3142918 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3143380.250000 Penalty: 5027.076172
	Iteration 15Q: 3 clusters Score -3143380 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3143863.750000 Penalty: 5027.076172
	Iteration 16Q: 3 clusters Score -3143864 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3144360.000000 Penalty: 5027.076172
	Iteration 17Q: 3 clusters Score -3144360 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3144842.500000 Penalty: 5027.076172
	Iteration 18Q: 3 clusters Score -3144842 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3145227.250000 Penalty: 5027.076172
	Iteration 19Q: 3 clusters Score -3145227 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3145463.250000 Penalty: 5027.076172
	Iteration 20F: 3 clusters Score -3145463 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3145611.750000 Penalty: 5027.076172
	Iteration 21Q: 3 clusters Score -3145612 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3145724.750000 Penalty: 5027.076172
	Iteration 22Q: 3 clusters Score -3145725 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3145801.250000 Penalty: 5027.076172
	Iteration 23Q: 3 clusters Score -3145801 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3145854.000000 Penalty: 5027.076172
	Iteration 24Q: 3 clusters Score -3145854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3145885.000000 Penalty: 5027.076172
	Iteration 25Q: 3 clusters Score -3145885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3145909.250000 Penalty: 5027.076172
	Iteration 26Q: 3 clusters Score -3145909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3145940.000000 Penalty: 5027.076172
	Iteration 27Q: 3 clusters Score -3145940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3145960.000000 Penalty: 5027.076172
	Iteration 28Q: 3 clusters Score -3145960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3145980.750000 Penalty: 5027.076172
	Iteration 29Q: 3 clusters Score -3145981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3145989.500000 Penalty: 5027.076172
	Iteration 30Q: 3 clusters Score -3145990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3146002.250000 Penalty: 5027.076172
	Iteration 31Q: 3 clusters Score -3146002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3146006.250000 Penalty: 5027.076172
	Iteration 32Q: 3 clusters Score -3146006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3146008.250000 Penalty: 5027.076172
	Iteration 33Q: 3 clusters Score -3146008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3146012.500000 Penalty: 5027.076172
	Iteration 34Q: 3 clusters Score -3146012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3146011.500000 Penalty: 5027.076172
	Iteration 35Q: 3 clusters Score -3146012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3146017.500000 Penalty: 5027.076172
	Iteration 36Q: 3 clusters Score -3146018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3146016.500000 Penalty: 5027.076172
	Iteration 37Q: 3 clusters Score -3146016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3146018.000000 Penalty: 5027.076172
	Iteration 38Q: 3 clusters Score -3146018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3146012.000000 Penalty: 5027.076172
	Iteration 39Q: 3 clusters Score -3146012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3146014.750000 Penalty: 5027.076172
	Iteration 40F: 3 clusters Score -3146015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3146017.000000 Penalty: 5027.076172
	Iteration 41Q: 3 clusters Score -3146017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3146016.250000 Penalty: 5027.076172
	Iteration 42Q: 3 clusters Score -3146016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3146011.750000 Penalty: 5027.076172
	Iteration 43Q: 3 clusters Score -3146012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3146011.750000 Penalty: 5027.076172
	Iteration 44F: 3 clusters Score -3146012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Entering Unmasked Estep 
Score: -1168146.000000 Penalty: 2279.811279
	Iteration 0F: 2 clusters Score -1168146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1160598.125000 Penalty: 4559.622559
	Iteration 0F: 3 clusters Score -1160598 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1163744.625000 Penalty: 4559.622559
	Iteration 1F: 3 clusters Score -1163745 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1165802.250000 Penalty: 4559.622559
	Iteration 2F: 3 clusters Score -1165802 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1168104.500000 Penalty: 4559.622559
	Iteration 3F: 3 clusters Score -1168104 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1169623.750000 Penalty: 4559.622559
	Iteration 4F: 3 clusters Score -1169624 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1170472.375000 Penalty: 4559.622559
	Iteration 5F: 3 clusters Score -1170472 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1170818.875000 Penalty: 4559.622559
	Iteration 6Q: 3 clusters Score -1170819 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1170984.000000 Penalty: 4559.622559
	Iteration 7Q: 3 clusters Score -1170984 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1171072.375000 Penalty: 4559.622559
	Iteration 8Q: 3 clusters Score -1171072 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1171123.000000 Penalty: 4559.622559
	Iteration 9Q: 3 clusters Score -1171123 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1171156.500000 Penalty: 4559.622559
	Iteration 10Q: 3 clusters Score -1171156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1171180.000000 Penalty: 4559.622559
	Iteration 11Q: 3 clusters Score -1171180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1171190.750000 Penalty: 4559.622559
	Iteration 12Q: 3 clusters Score -1171191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1171199.000000 Penalty: 4559.622559
	Iteration 13Q: 3 clusters Score -1171199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1171205.750000 Penalty: 4559.622559
	Iteration 14Q: 3 clusters Score -1171206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1171211.750000 Penalty: 4559.622559
	Iteration 15Q: 3 clusters Score -1171212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1171218.125000 Penalty: 4559.622559
	Iteration 16Q: 3 clusters Score -1171218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1171222.750000 Penalty: 4559.622559
	Iteration 17Q: 3 clusters Score -1171223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1171226.500000 Penalty: 4559.622559
	Iteration 18Q: 3 clusters Score -1171226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1171229.625000 Penalty: 4559.622559
	Iteration 19Q: 3 clusters Score -1171230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1171229.250000 Penalty: 4559.622559
	Iteration 20F: 3 clusters Score -1171229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1171227.125000 Penalty: 4559.622559
	Iteration 21Q: 3 clusters Score -1171227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1171231.125000 Penalty: 4559.622559
	Iteration 22Q: 3 clusters Score -1171231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1171234.250000 Penalty: 4559.622559
	Iteration 23Q: 3 clusters Score -1171234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1171234.875000 Penalty: 4559.622559
	Iteration 24Q: 3 clusters Score -1171235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1171233.125000 Penalty: 4559.622559
	Iteration 25Q: 3 clusters Score -1171233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1171234.375000 Penalty: 4559.622559
	Iteration 26Q: 3 clusters Score -1171234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1171236.000000 Penalty: 4559.622559
	Iteration 27Q: 3 clusters Score -1171236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1171235.250000 Penalty: 4559.622559
	Iteration 28Q: 3 clusters Score -1171235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1171236.375000 Penalty: 4559.622559
	Iteration 29Q: 3 clusters Score -1171236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1171236.375000 Penalty: 4559.622559
	Iteration 30F: 3 clusters Score -1171236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 46891 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 4039 members 
Mstep: Class 18 contains 111774 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 7095 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 76879 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 2283 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 2639 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 3102 members 
Mstep: Class 29 contains 13167 members 
Mstep: Class 30 contains 2731 members 
Entering Unmasked Estep 
Score: -77951936.000000 Penalty: 99327.773438
Splitting cluster 20 changes total score from -77937176.000000 to -77951936.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 36917 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 8 contains 46891 members 
Mstep: Class 9 contains 151169 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 20726 members 
Mstep: Class 12 contains 24019 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 4039 members 
Mstep: Class 18 contains 111774 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 7095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2724.267822 but Gain 3310.929688
Score: -77963184.000000 Penalty: 96016.843750
Iteration 39Q: 30 clusters Score -7.796318e+07 nChanged 17870
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 36701 members 
Mstep: Class 4 contains 5489 members 
Mstep: Class 5 contains 1268 members 
Mstep: Class 6 contains 50862 members 
Mstep: Class 8 contains 46486 members 
Mstep: Class 9 contains 153770 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 20421 members 
Mstep: Class 12 contains 25657 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 2183 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 111019 members 
Mstep: Class 19 contains 25221 members 
Mstep: Class 20 contains 7205 members 
Mstep: Class 21 contains 495 members 
Mstep: Class 22 contains 74237 members 
Mstep: Class 23 contains 15881 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 3273 members 
Mstep: Class 27 contains 533 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 12779 members 
Mstep: Class 30 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77973848.000000 Penalty: 96016.843750
Iteration 40F: 30 clusters Score -7.797385e+07 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9338 members 
Mstep: Class 3 contains 36336 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 51220 members 
Mstep: Class 8 contains 45372 members 
Mstep: Class 9 contains 154044 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 20032 members 
Mstep: Class 12 contains 26088 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1424 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 18 contains 109018 members 
Mstep: Class 19 contains 25025 members 
Mstep: Class 20 contains 7279 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 74511 members 
Mstep: Class 23 contains 16676 members 
Mstep: Class 24 contains 2180 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 3920 members 
Mstep: Class 27 contains 661 members 
Mstep: Class 28 contains 3115 members 
Mstep: Class 29 contains 13184 members 
Mstep: Class 30 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77977288.000000 Penalty: 96016.843750
Iteration 41Q: 30 clusters Score -7.797729e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9352 members 
Mstep: Class 3 contains 36068 members 
Mstep: Class 4 contains 5926 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 51584 members 
Mstep: Class 8 contains 44687 members 
Mstep: Class 9 contains 154420 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 19596 members 
Mstep: Class 12 contains 26568 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 3679 members 
Mstep: Class 18 contains 107817 members 
Mstep: Class 19 contains 24898 members 
Mstep: Class 20 contains 7375 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 74412 members 
Mstep: Class 23 contains 17051 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 4249 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 13403 members 
Mstep: Class 30 contains 3417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77979840.000000 Penalty: 96016.843750
Iteration 42Q: 30 clusters Score -7.797984e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9365 members 
Mstep: Class 3 contains 35826 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 51856 members 
Mstep: Class 8 contains 44171 members 
Mstep: Class 9 contains 154741 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 19195 members 
Mstep: Class 12 contains 27028 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 106935 members 
Mstep: Class 19 contains 24802 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 487 members 
Mstep: Class 22 contains 74283 members 
Mstep: Class 23 contains 17286 members 
Mstep: Class 24 contains 2122 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 4435 members 
Mstep: Class 27 contains 858 members 
Mstep: Class 28 contains 3132 members 
Mstep: Class 29 contains 13622 members 
Mstep: Class 30 contains 3588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980968.000000 Penalty: 96016.843750
Iteration 43Q: 30 clusters Score -7.798097e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9373 members 
Mstep: Class 3 contains 35615 members 
Mstep: Class 4 contains 6265 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 52069 members 
Mstep: Class 8 contains 43781 members 
Mstep: Class 9 contains 154965 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 27407 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 1634 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 3515 members 
Mstep: Class 18 contains 106247 members 
Mstep: Class 19 contains 24729 members 
Mstep: Class 20 contains 7554 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 74207 members 
Mstep: Class 23 contains 17456 members 
Mstep: Class 24 contains 2089 members 
Mstep: Class 25 contains 381 members 
Mstep: Class 26 contains 4550 members 
Mstep: Class 27 contains 972 members 
Mstep: Class 28 contains 3130 members 
Mstep: Class 29 contains 13825 members 
Mstep: Class 30 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77981864.000000 Penalty: 96016.843750
Iteration 44Q: 30 clusters Score -7.798186e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9375 members 
Mstep: Class 3 contains 35463 members 
Mstep: Class 4 contains 6425 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 52253 members 
Mstep: Class 8 contains 43459 members 
Mstep: Class 9 contains 155154 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 18430 members 
Mstep: Class 12 contains 27718 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 1682 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 105713 members 
Mstep: Class 19 contains 24673 members 
Mstep: Class 20 contains 7652 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 74064 members 
Mstep: Class 23 contains 17609 members 
Mstep: Class 24 contains 2083 members 
Mstep: Class 25 contains 386 members 
Mstep: Class 26 contains 4608 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 3139 members 
Mstep: Class 29 contains 14043 members 
Mstep: Class 30 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982464.000000 Penalty: 96016.843750
Iteration 45Q: 30 clusters Score -7.798246e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9378 members 
Mstep: Class 3 contains 35327 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 52418 members 
Mstep: Class 8 contains 43170 members 
Mstep: Class 9 contains 155273 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 18047 members 
Mstep: Class 12 contains 28045 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 1723 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 105329 members 
Mstep: Class 19 contains 24641 members 
Mstep: Class 20 contains 7761 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 73918 members 
Mstep: Class 23 contains 17741 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 388 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 1191 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 14228 members 
Mstep: Class 30 contains 3809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982936.000000 Penalty: 96016.843750
Iteration 46Q: 30 clusters Score -7.798294e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9380 members 
Mstep: Class 3 contains 35217 members 
Mstep: Class 4 contains 6669 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 52562 members 
Mstep: Class 8 contains 42936 members 
Mstep: Class 9 contains 155373 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 17650 members 
Mstep: Class 12 contains 28339 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 2608 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 105055 members 
Mstep: Class 19 contains 24615 members 
Mstep: Class 20 contains 7850 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 73751 members 
Mstep: Class 23 contains 17844 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 391 members 
Mstep: Class 26 contains 4649 members 
Mstep: Class 27 contains 1285 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 14392 members 
Mstep: Class 30 contains 3835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983456.000000 Penalty: 96016.843750
Iteration 47Q: 30 clusters Score -7.798346e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 35139 members 
Mstep: Class 4 contains 6779 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 52704 members 
Mstep: Class 8 contains 42747 members 
Mstep: Class 9 contains 155454 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 17285 members 
Mstep: Class 12 contains 28569 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1779 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 3336 members 
Mstep: Class 18 contains 104830 members 
Mstep: Class 19 contains 24589 members 
Mstep: Class 20 contains 7927 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 73581 members 
Mstep: Class 23 contains 17927 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 397 members 
Mstep: Class 26 contains 4668 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 3161 members 
Mstep: Class 29 contains 14551 members 
Mstep: Class 30 contains 3848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983472.000000 Penalty: 96016.843750
Iteration 48Q: 30 clusters Score -7.798347e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9382 members 
Mstep: Class 3 contains 35078 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 52826 members 
Mstep: Class 8 contains 42607 members 
Mstep: Class 9 contains 155517 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 16929 members 
Mstep: Class 12 contains 28783 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 3312 members 
Mstep: Class 18 contains 104684 members 
Mstep: Class 19 contains 24572 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 73422 members 
Mstep: Class 23 contains 17996 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 402 members 
Mstep: Class 26 contains 4682 members 
Mstep: Class 27 contains 1457 members 
Mstep: Class 28 contains 3164 members 
Mstep: Class 29 contains 14689 members 
Mstep: Class 30 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983552.000000 Penalty: 96016.843750
Iteration 49Q: 30 clusters Score -7.798355e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9380 members 
Mstep: Class 3 contains 35007 members 
Mstep: Class 4 contains 6971 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 52934 members 
Mstep: Class 8 contains 42476 members 
Mstep: Class 9 contains 155570 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 16598 members 
Mstep: Class 12 contains 28942 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 3280 members 
Mstep: Class 18 contains 104574 members 
Mstep: Class 19 contains 24556 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 73309 members 
Mstep: Class 23 contains 18042 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 14823 members 
Mstep: Class 30 contains 3849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983768.000000 Penalty: 96016.843750
Iteration 50Q: 30 clusters Score -7.798377e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9379 members 
Mstep: Class 3 contains 34970 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 52981 members 
Mstep: Class 8 contains 42357 members 
Mstep: Class 9 contains 155633 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 16272 members 
Mstep: Class 12 contains 29082 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 2012 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 3254 members 
Mstep: Class 18 contains 104524 members 
Mstep: Class 19 contains 24557 members 
Mstep: Class 20 contains 8081 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 73218 members 
Mstep: Class 23 contains 18078 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 1595 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 14949 members 
Mstep: Class 30 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983888.000000 Penalty: 96016.843750
Iteration 51Q: 30 clusters Score -7.798389e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9382 members 
Mstep: Class 3 contains 34947 members 
Mstep: Class 4 contains 7146 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53023 members 
Mstep: Class 8 contains 42257 members 
Mstep: Class 9 contains 155674 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 15950 members 
Mstep: Class 12 contains 29230 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 2683 members 
Mstep: Class 17 contains 3242 members 
Mstep: Class 18 contains 104531 members 
Mstep: Class 19 contains 24558 members 
Mstep: Class 20 contains 8103 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 73096 members 
Mstep: Class 23 contains 18120 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 4713 members 
Mstep: Class 27 contains 1649 members 
Mstep: Class 28 contains 3158 members 
Mstep: Class 29 contains 15067 members 
Mstep: Class 30 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983904.000000 Penalty: 96016.843750
Iteration 52Q: 30 clusters Score -7.79839e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 34910 members 
Mstep: Class 4 contains 7214 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53059 members 
Mstep: Class 8 contains 42171 members 
Mstep: Class 9 contains 155739 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 15651 members 
Mstep: Class 12 contains 29379 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 104555 members 
Mstep: Class 19 contains 24547 members 
Mstep: Class 20 contains 8119 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 72985 members 
Mstep: Class 23 contains 18146 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 4724 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 3152 members 
Mstep: Class 29 contains 15163 members 
Mstep: Class 30 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984128.000000 Penalty: 96016.843750
Iteration 53Q: 30 clusters Score -7.798413e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 34881 members 
Mstep: Class 4 contains 7270 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53079 members 
Mstep: Class 8 contains 42093 members 
Mstep: Class 9 contains 155791 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 15373 members 
Mstep: Class 12 contains 29547 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 2692 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 104547 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 8144 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 72873 members 
Mstep: Class 23 contains 18181 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 4730 members 
Mstep: Class 27 contains 1738 members 
Mstep: Class 28 contains 3152 members 
Mstep: Class 29 contains 15272 members 
Mstep: Class 30 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984280.000000 Penalty: 96016.843750
Iteration 54Q: 30 clusters Score -7.798428e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 34856 members 
Mstep: Class 4 contains 7320 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53091 members 
Mstep: Class 8 contains 42003 members 
Mstep: Class 9 contains 155840 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 15089 members 
Mstep: Class 12 contains 29667 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1837 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 3211 members 
Mstep: Class 18 contains 104584 members 
Mstep: Class 19 contains 24523 members 
Mstep: Class 20 contains 8161 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 72783 members 
Mstep: Class 23 contains 18218 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 4738 members 
Mstep: Class 27 contains 1789 members 
Mstep: Class 28 contains 3154 members 
Mstep: Class 29 contains 15371 members 
Mstep: Class 30 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984256.000000 Penalty: 96016.843750
Iteration 55Q: 30 clusters Score -7.798426e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 34837 members 
Mstep: Class 4 contains 7368 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53113 members 
Mstep: Class 8 contains 41927 members 
Mstep: Class 9 contains 155862 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 14830 members 
Mstep: Class 12 contains 29774 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 3208 members 
Mstep: Class 18 contains 104633 members 
Mstep: Class 19 contains 24519 members 
Mstep: Class 20 contains 8168 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 72691 members 
Mstep: Class 23 contains 18255 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 3155 members 
Mstep: Class 29 contains 15455 members 
Mstep: Class 30 contains 3934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984432.000000 Penalty: 96016.843750
Iteration 56Q: 30 clusters Score -7.798443e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9386 members 
Mstep: Class 3 contains 34822 members 
Mstep: Class 4 contains 7415 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53129 members 
Mstep: Class 8 contains 41868 members 
Mstep: Class 9 contains 155907 members 
Mstep: Class 10 contains 5069 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 29861 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1842 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 3204 members 
Mstep: Class 18 contains 104679 members 
Mstep: Class 19 contains 24517 members 
Mstep: Class 20 contains 8173 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 72595 members 
Mstep: Class 23 contains 18298 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 1878 members 
Mstep: Class 28 contains 3155 members 
Mstep: Class 29 contains 15540 members 
Mstep: Class 30 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984432.000000 Penalty: 96016.843750
Iteration 57Q: 30 clusters Score -7.798443e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9386 members 
Mstep: Class 3 contains 34819 members 
Mstep: Class 4 contains 7464 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53138 members 
Mstep: Class 8 contains 41805 members 
Mstep: Class 9 contains 155925 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 14371 members 
Mstep: Class 12 contains 29933 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3202 members 
Mstep: Class 18 contains 104718 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 8177 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 72519 members 
Mstep: Class 23 contains 18337 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 1918 members 
Mstep: Class 28 contains 3159 members 
Mstep: Class 29 contains 15615 members 
Mstep: Class 30 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984472.000000 Penalty: 96016.843750
Iteration 58Q: 30 clusters Score -7.798447e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 34814 members 
Mstep: Class 4 contains 7505 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53147 members 
Mstep: Class 8 contains 41747 members 
Mstep: Class 9 contains 155951 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 14182 members 
Mstep: Class 12 contains 30009 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3200 members 
Mstep: Class 18 contains 104743 members 
Mstep: Class 19 contains 24513 members 
Mstep: Class 20 contains 8180 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 72447 members 
Mstep: Class 23 contains 18366 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 4747 members 
Mstep: Class 27 contains 1951 members 
Mstep: Class 28 contains 3160 members 
Mstep: Class 29 contains 15689 members 
Mstep: Class 30 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984536.000000 Penalty: 96016.843750
Iteration 59Q: 30 clusters Score -7.798454e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 34811 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53159 members 
Mstep: Class 8 contains 41693 members 
Mstep: Class 9 contains 155983 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 13974 members 
Mstep: Class 12 contains 30073 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 17 contains 3197 members 
Mstep: Class 18 contains 104797 members 
Mstep: Class 19 contains 24511 members 
Mstep: Class 20 contains 8184 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 72381 members 
Mstep: Class 23 contains 18392 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 1977 members 
Mstep: Class 28 contains 3162 members 
Mstep: Class 29 contains 15756 members 
Mstep: Class 30 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984776.000000 Penalty: 96016.843750
Iteration 60F: 30 clusters Score -7.798478e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9381 members 
Mstep: Class 3 contains 34806 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53166 members 
Mstep: Class 8 contains 41652 members 
Mstep: Class 9 contains 156013 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 13773 members 
Mstep: Class 12 contains 30109 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 2683 members 
Mstep: Class 17 contains 3191 members 
Mstep: Class 18 contains 104844 members 
Mstep: Class 19 contains 24510 members 
Mstep: Class 20 contains 8188 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 72322 members 
Mstep: Class 23 contains 18418 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 4742 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 3164 members 
Mstep: Class 29 contains 15800 members 
Mstep: Class 30 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984944.000000 Penalty: 96016.843750
Iteration 61Q: 30 clusters Score -7.798494e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9381 members 
Mstep: Class 3 contains 34798 members 
Mstep: Class 4 contains 7647 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53161 members 
Mstep: Class 8 contains 41607 members 
Mstep: Class 9 contains 156031 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 13577 members 
Mstep: Class 12 contains 30153 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 2074 members 
Mstep: Class 16 contains 2683 members 
Mstep: Class 17 contains 3187 members 
Mstep: Class 18 contains 104914 members 
Mstep: Class 19 contains 24508 members 
Mstep: Class 20 contains 8192 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 72265 members 
Mstep: Class 23 contains 18432 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 15847 members 
Mstep: Class 30 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984880.000000 Penalty: 96016.843750
Iteration 62Q: 30 clusters Score -7.798488e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9383 members 
Mstep: Class 3 contains 34794 members 
Mstep: Class 4 contains 7689 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53160 members 
Mstep: Class 8 contains 41571 members 
Mstep: Class 9 contains 156051 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 13380 members 
Mstep: Class 12 contains 30186 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 15 contains 2077 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 17 contains 3182 members 
Mstep: Class 18 contains 104976 members 
Mstep: Class 19 contains 24506 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 72218 members 
Mstep: Class 23 contains 18438 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 3164 members 
Mstep: Class 29 contains 15894 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984744.000000 Penalty: 96016.843750
Iteration 63Q: 30 clusters Score -7.798474e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9383 members 
Mstep: Class 3 contains 34788 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53161 members 
Mstep: Class 8 contains 41524 members 
Mstep: Class 9 contains 156082 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 13196 members 
Mstep: Class 12 contains 30206 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 2079 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 3174 members 
Mstep: Class 18 contains 105033 members 
Mstep: Class 19 contains 24505 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 72169 members 
Mstep: Class 23 contains 18457 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 418 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 2281 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 15940 members 
Mstep: Class 30 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984888.000000 Penalty: 96016.843750
Iteration 64Q: 30 clusters Score -7.798489e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 34784 members 
Mstep: Class 4 contains 7785 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53163 members 
Mstep: Class 8 contains 41486 members 
Mstep: Class 9 contains 156106 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 13037 members 
Mstep: Class 12 contains 30221 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 2082 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 105069 members 
Mstep: Class 19 contains 24506 members 
Mstep: Class 20 contains 8196 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 72128 members 
Mstep: Class 23 contains 18474 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 3164 members 
Mstep: Class 29 contains 15983 members 
Mstep: Class 30 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984760.000000 Penalty: 96016.843750
Iteration 65Q: 30 clusters Score -7.798476e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 34787 members 
Mstep: Class 4 contains 7822 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53165 members 
Mstep: Class 8 contains 41458 members 
Mstep: Class 9 contains 156117 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 12888 members 
Mstep: Class 12 contains 30233 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 105095 members 
Mstep: Class 19 contains 24507 members 
Mstep: Class 20 contains 8195 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 72096 members 
Mstep: Class 23 contains 18482 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2395 members 
Mstep: Class 28 contains 3163 members 
Mstep: Class 29 contains 16032 members 
Mstep: Class 30 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984832.000000 Penalty: 96016.843750
Iteration 66Q: 30 clusters Score -7.798483e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 34782 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53176 members 
Mstep: Class 8 contains 41430 members 
Mstep: Class 9 contains 156122 members 
Mstep: Class 10 contains 5072 members 
Mstep: Class 11 contains 12729 members 
Mstep: Class 12 contains 30251 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2090 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 3161 members 
Mstep: Class 18 contains 105149 members 
Mstep: Class 19 contains 24510 members 
Mstep: Class 20 contains 8200 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 72055 members 
Mstep: Class 23 contains 18490 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2450 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 16064 members 
Mstep: Class 30 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984888.000000 Penalty: 96016.843750
Iteration 67Q: 30 clusters Score -7.798489e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9390 members 
Mstep: Class 3 contains 34776 members 
Mstep: Class 4 contains 7909 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53188 members 
Mstep: Class 8 contains 41393 members 
Mstep: Class 9 contains 156134 members 
Mstep: Class 10 contains 5073 members 
Mstep: Class 11 contains 12584 members 
Mstep: Class 12 contains 30291 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 105196 members 
Mstep: Class 19 contains 24510 members 
Mstep: Class 20 contains 8202 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 72007 members 
Mstep: Class 23 contains 18495 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 2494 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 16097 members 
Mstep: Class 30 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985000.000000 Penalty: 96016.843750
Iteration 68Q: 30 clusters Score -7.7985e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 34776 members 
Mstep: Class 4 contains 7947 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53190 members 
Mstep: Class 8 contains 41363 members 
Mstep: Class 9 contains 156140 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 11 contains 12427 members 
Mstep: Class 12 contains 30323 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 105265 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 8204 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71961 members 
Mstep: Class 23 contains 18508 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 2534 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 16137 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985064.000000 Penalty: 96016.843750
Iteration 69Q: 30 clusters Score -7.798506e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 34773 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53192 members 
Mstep: Class 8 contains 41332 members 
Mstep: Class 9 contains 156147 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 12259 members 
Mstep: Class 12 contains 30367 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 3152 members 
Mstep: Class 18 contains 105352 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 8208 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71916 members 
Mstep: Class 23 contains 18520 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 2572 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 16167 members 
Mstep: Class 30 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985288.000000 Penalty: 96016.843750
Iteration 70Q: 30 clusters Score -7.798529e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 34774 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53194 members 
Mstep: Class 8 contains 41304 members 
Mstep: Class 9 contains 156159 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 12105 members 
Mstep: Class 12 contains 30392 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 3147 members 
Mstep: Class 18 contains 105401 members 
Mstep: Class 19 contains 24514 members 
Mstep: Class 20 contains 8208 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71881 members 
Mstep: Class 23 contains 18539 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 2621 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 16205 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985392.000000 Penalty: 96016.843750
Iteration 71Q: 30 clusters Score -7.798539e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 34774 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53199 members 
Mstep: Class 8 contains 41269 members 
Mstep: Class 9 contains 156167 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 11955 members 
Mstep: Class 12 contains 30434 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 2096 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 105434 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 8209 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71843 members 
Mstep: Class 23 contains 18557 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 2678 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 16247 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985392.000000 Penalty: 96016.843750
Iteration 72Q: 30 clusters Score -7.798539e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 34779 members 
Mstep: Class 4 contains 8075 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53203 members 
Mstep: Class 8 contains 41231 members 
Mstep: Class 9 contains 156164 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 11821 members 
Mstep: Class 12 contains 30479 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 3146 members 
Mstep: Class 18 contains 105462 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 8209 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71810 members 
Mstep: Class 23 contains 18571 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 2723 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 16294 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985512.000000 Penalty: 96016.843750
Iteration 73Q: 30 clusters Score -7.798551e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 34779 members 
Mstep: Class 4 contains 8102 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53206 members 
Mstep: Class 8 contains 41185 members 
Mstep: Class 9 contains 156169 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11720 members 
Mstep: Class 12 contains 30531 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 105448 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71777 members 
Mstep: Class 23 contains 18584 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 4747 members 
Mstep: Class 27 contains 2763 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 16349 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985320.000000 Penalty: 96016.843750
Iteration 74Q: 30 clusters Score -7.798532e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 34778 members 
Mstep: Class 4 contains 8121 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53210 members 
Mstep: Class 8 contains 41157 members 
Mstep: Class 9 contains 156180 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11607 members 
Mstep: Class 12 contains 30579 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 2104 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 18 contains 105448 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 8208 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71730 members 
Mstep: Class 23 contains 18606 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2792 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 16409 members 
Mstep: Class 30 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985400.000000 Penalty: 96016.843750
Iteration 75Q: 30 clusters Score -7.79854e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 34777 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53190 members 
Mstep: Class 8 contains 41134 members 
Mstep: Class 9 contains 156193 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11505 members 
Mstep: Class 12 contains 30617 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 2683 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 18 contains 105452 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 8206 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71700 members 
Mstep: Class 23 contains 18621 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 2819 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 16478 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985432.000000 Penalty: 96016.843750
Iteration 76Q: 30 clusters Score -7.798543e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9390 members 
Mstep: Class 3 contains 34774 members 
Mstep: Class 4 contains 8157 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53173 members 
Mstep: Class 8 contains 41117 members 
Mstep: Class 9 contains 156206 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11421 members 
Mstep: Class 12 contains 30646 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 3139 members 
Mstep: Class 18 contains 105440 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8205 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71675 members 
Mstep: Class 23 contains 18633 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 2857 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 16530 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985360.000000 Penalty: 96016.843750
Iteration 77Q: 30 clusters Score -7.798536e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 34772 members 
Mstep: Class 4 contains 8181 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53159 members 
Mstep: Class 8 contains 41095 members 
Mstep: Class 9 contains 156230 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11319 members 
Mstep: Class 12 contains 30664 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3135 members 
Mstep: Class 18 contains 105434 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 8202 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71648 members 
Mstep: Class 23 contains 18647 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 4747 members 
Mstep: Class 27 contains 2893 members 
Mstep: Class 28 contains 3167 members 
Mstep: Class 29 contains 16592 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77985336.000000 Penalty: 96016.843750
Iteration 78Q: 30 clusters Score -7.798534e+07 nChanged 359
Entering ConstructFrom: 
Score: -77985336.000000 Penalty: 96016.843750
Entering ConstructFrom: 
Trying to split cluster 1 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -344414.718750 Penalty: 1982.501465
	Iteration 0F: 2 clusters Score -344414.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -341318.593750 Penalty: 3965.002930
	Iteration 0F: 3 clusters Score -341318.6 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -342816.218750 Penalty: 3965.002930
	Iteration 1F: 3 clusters Score -342816.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -343600.750000 Penalty: 3965.002930
	Iteration 2F: 3 clusters Score -343600.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -344070.562500 Penalty: 3965.002930
	Iteration 3F: 3 clusters Score -344070.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -344404.968750 Penalty: 3965.002930
	Iteration 4F: 3 clusters Score -344405 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -344593.093750 Penalty: 3965.002930
	Iteration 5Q: 3 clusters Score -344593.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -344762.937500 Penalty: 3965.002930
	Iteration 6Q: 3 clusters Score -344762.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -344839.375000 Penalty: 3965.002930
	Iteration 7Q: 3 clusters Score -344839.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -344899.906250 Penalty: 3965.002930
	Iteration 8Q: 3 clusters Score -344899.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -344938.500000 Penalty: 3965.002930
	Iteration 9Q: 3 clusters Score -344938.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -344984.406250 Penalty: 3965.002930
	Iteration 10Q: 3 clusters Score -344984.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -345030.562500 Penalty: 3965.002930
	Iteration 11Q: 3 clusters Score -345030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -345049.343750 Penalty: 3965.002930
	Iteration 12Q: 3 clusters Score -345049.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -345067.781250 Penalty: 3965.002930
	Iteration 13Q: 3 clusters Score -345067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -345079.718750 Penalty: 3965.002930
	Iteration 14Q: 3 clusters Score -345079.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -345086.343750 Penalty: 3965.002930
	Iteration 15Q: 3 clusters Score -345086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -345092.062500 Penalty: 3965.002930
	Iteration 16Q: 3 clusters Score -345092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -345095.156250 Penalty: 3965.002930
	Iteration 17Q: 3 clusters Score -345095.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -345096.531250 Penalty: 3965.002930
	Iteration 18F: 3 clusters Score -345096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -345121.218750 Penalty: 3965.002930
	Iteration 19Q: 3 clusters Score -345121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -345124.656250 Penalty: 3965.002930
	Iteration 20F: 3 clusters Score -345124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -345127.187500 Penalty: 3965.002930
	Iteration 21Q: 3 clusters Score -345127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -345127.468750 Penalty: 3965.002930
	Iteration 22Q: 3 clusters Score -345127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -345127.468750 Penalty: 3965.002930
	Iteration 23F: 3 clusters Score -345127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 34770 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53143 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 8 contains 41068 members 
Mstep: Class 9 contains 156250 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 30687 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 105400 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 8203 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71637 members 
Mstep: Class 23 contains 18659 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16664 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
Score: -77984696.000000 Penalty: 99327.773438
Splitting cluster 1 changes total score from -77985336.000000 to -77984696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Entering Unmasked Estep 
Score: -1210693.500000 Penalty: 2268.502441
	Iteration 0F: 2 clusters Score -1210694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1203404.000000 Penalty: 4537.004883
	Iteration 0F: 3 clusters Score -1203404 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1205507.000000 Penalty: 4537.004883
	Iteration 1F: 3 clusters Score -1205507 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1205844.250000 Penalty: 4537.004883
	Iteration 2F: 3 clusters Score -1205844 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1206174.125000 Penalty: 4537.004883
	Iteration 3F: 3 clusters Score -1206174 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1206545.500000 Penalty: 4537.004883
	Iteration 4F: 3 clusters Score -1206546 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1206942.625000 Penalty: 4537.004883
	Iteration 5F: 3 clusters Score -1206943 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1207368.750000 Penalty: 4537.004883
	Iteration 6F: 3 clusters Score -1207369 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1207807.250000 Penalty: 4537.004883
	Iteration 7F: 3 clusters Score -1207807 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1208222.500000 Penalty: 4537.004883
	Iteration 8F: 3 clusters Score -1208222 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1208539.250000 Penalty: 4537.004883
	Iteration 9Q: 3 clusters Score -1208539 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1208742.000000 Penalty: 4537.004883
	Iteration 10Q: 3 clusters Score -1208742 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1208897.000000 Penalty: 4537.004883
	Iteration 11Q: 3 clusters Score -1208897 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1209001.750000 Penalty: 4537.004883
	Iteration 12Q: 3 clusters Score -1209002 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1209069.875000 Penalty: 4537.004883
	Iteration 13Q: 3 clusters Score -1209070 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1209119.125000 Penalty: 4537.004883
	Iteration 14Q: 3 clusters Score -1209119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1209148.875000 Penalty: 4537.004883
	Iteration 15Q: 3 clusters Score -1209149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1209164.250000 Penalty: 4537.004883
	Iteration 16Q: 3 clusters Score -1209164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1209174.875000 Penalty: 4537.004883
	Iteration 17Q: 3 clusters Score -1209175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1209187.000000 Penalty: 4537.004883
	Iteration 18Q: 3 clusters Score -1209187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1209199.125000 Penalty: 4537.004883
	Iteration 19Q: 3 clusters Score -1209199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1209205.875000 Penalty: 4537.004883
	Iteration 20F: 3 clusters Score -1209206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1209212.375000 Penalty: 4537.004883
	Iteration 21Q: 3 clusters Score -1209212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1209214.750000 Penalty: 4537.004883
	Iteration 22Q: 3 clusters Score -1209215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1209219.125000 Penalty: 4537.004883
	Iteration 23Q: 3 clusters Score -1209219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1209222.750000 Penalty: 4537.004883
	Iteration 24Q: 3 clusters Score -1209223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1209224.000000 Penalty: 4537.004883
	Iteration 25Q: 3 clusters Score -1209224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1209226.250000 Penalty: 4537.004883
	Iteration 26Q: 3 clusters Score -1209226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1209227.750000 Penalty: 4537.004883
	Iteration 27Q: 3 clusters Score -1209228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1209228.000000 Penalty: 4537.004883
	Iteration 28Q: 3 clusters Score -1209228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1209231.250000 Penalty: 4537.004883
	Iteration 29Q: 3 clusters Score -1209231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1209233.750000 Penalty: 4537.004883
	Iteration 30Q: 3 clusters Score -1209234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1209234.250000 Penalty: 4537.004883
	Iteration 31Q: 3 clusters Score -1209234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1209233.375000 Penalty: 4537.004883
	Iteration 32Q: 3 clusters Score -1209233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1209237.000000 Penalty: 4537.004883
	Iteration 33Q: 3 clusters Score -1209237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1209236.125000 Penalty: 4537.004883
	Iteration 34Q: 3 clusters Score -1209236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1209236.125000 Penalty: 4537.004883
	Iteration 35F: 3 clusters Score -1209236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Entering Unmasked Estep 
Score: -4420208.500000 Penalty: 2593.214600
	Iteration 0F: 2 clusters Score -4420208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -4396634.500000 Penalty: 5186.429199
	Iteration 0F: 3 clusters Score -4396634 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4405202.500000 Penalty: 5186.429199
	Iteration 1F: 3 clusters Score -4405202 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -4405950.000000 Penalty: 5186.429199
	Iteration 2Q: 3 clusters Score -4405950 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -4407000.500000 Penalty: 5186.429199
	Iteration 3F: 3 clusters Score -4407000 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -4408331.500000 Penalty: 5186.429199
	Iteration 4F: 3 clusters Score -4408332 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -4409800.000000 Penalty: 5186.429199
	Iteration 5F: 3 clusters Score -4409800 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -4411407.500000 Penalty: 5186.429199
	Iteration 6F: 3 clusters Score -4411408 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4412880.000000 Penalty: 5186.429199
	Iteration 7F: 3 clusters Score -4412880 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4414049.500000 Penalty: 5186.429199
	Iteration 8F: 3 clusters Score -4414050 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4414821.500000 Penalty: 5186.429199
	Iteration 9Q: 3 clusters Score -4414822 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -4415298.500000 Penalty: 5186.429199
	Iteration 10Q: 3 clusters Score -4415298 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -4415569.500000 Penalty: 5186.429199
	Iteration 11Q: 3 clusters Score -4415570 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -4415776.500000 Penalty: 5186.429199
	Iteration 12Q: 3 clusters Score -4415776 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -4415921.000000 Penalty: 5186.429199
	Iteration 13Q: 3 clusters Score -4415921 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4416044.500000 Penalty: 5186.429199
	Iteration 14Q: 3 clusters Score -4416044 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -4416130.500000 Penalty: 5186.429199
	Iteration 15Q: 3 clusters Score -4416130 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4416232.500000 Penalty: 5186.429199
	Iteration 16Q: 3 clusters Score -4416232 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -4416378.000000 Penalty: 5186.429199
	Iteration 17Q: 3 clusters Score -4416378 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -4416546.500000 Penalty: 5186.429199
	Iteration 18Q: 3 clusters Score -4416546 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -4416914.500000 Penalty: 5186.429199
	Iteration 19Q: 3 clusters Score -4416914 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4417832.500000 Penalty: 5186.429199
	Iteration 20F: 3 clusters Score -4417832 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4418346.000000 Penalty: 5186.429199
	Iteration 21Q: 3 clusters Score -4418346 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4418441.000000 Penalty: 5186.429199
	Iteration 22Q: 3 clusters Score -4418441 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -4418492.500000 Penalty: 5186.429199
	Iteration 23Q: 3 clusters Score -4418492 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4418529.500000 Penalty: 5186.429199
	Iteration 24Q: 3 clusters Score -4418530 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4418565.000000 Penalty: 5186.429199
	Iteration 25Q: 3 clusters Score -4418565 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -4418594.000000 Penalty: 5186.429199
	Iteration 26Q: 3 clusters Score -4418594 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4418619.500000 Penalty: 5186.429199
	Iteration 27Q: 3 clusters Score -4418620 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4418646.500000 Penalty: 5186.429199
	Iteration 28Q: 3 clusters Score -4418646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4418667.500000 Penalty: 5186.429199
	Iteration 29Q: 3 clusters Score -4418668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4418687.500000 Penalty: 5186.429199
	Iteration 30Q: 3 clusters Score -4418688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4418704.000000 Penalty: 5186.429199
	Iteration 31Q: 3 clusters Score -4418704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4418718.000000 Penalty: 5186.429199
	Iteration 32Q: 3 clusters Score -4418718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4418713.500000 Penalty: 5186.429199
	Iteration 33Q: 3 clusters Score -4418714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -4418714.000000 Penalty: 5186.429199
	Iteration 34Q: 3 clusters Score -4418714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4418714.000000 Penalty: 5186.429199
	Iteration 35Q: 3 clusters Score -4418714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4418720.000000 Penalty: 5186.429199
	Iteration 36Q: 3 clusters Score -4418720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4418714.500000 Penalty: 5186.429199
	Iteration 37Q: 3 clusters Score -4418714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4418716.500000 Penalty: 5186.429199
	Iteration 38Q: 3 clusters Score -4418716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4418721.500000 Penalty: 5186.429199
	Iteration 39Q: 3 clusters Score -4418722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -4418719.000000 Penalty: 5186.429199
	Iteration 40F: 3 clusters Score -4418719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4418722.000000 Penalty: 5186.429199
	Iteration 41Q: 3 clusters Score -4418722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4418713.500000 Penalty: 5186.429199
	Iteration 42Q: 3 clusters Score -4418714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4418717.000000 Penalty: 5186.429199
	Iteration 43Q: 3 clusters Score -4418717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4418714.000000 Penalty: 5186.429199
	Iteration 44Q: 3 clusters Score -4418714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4418715.500000 Penalty: 5186.429199
	Iteration 45Q: 3 clusters Score -4418716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4418719.500000 Penalty: 5186.429199
	Iteration 46Q: 3 clusters Score -4418720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4418722.500000 Penalty: 5186.429199
	Iteration 47Q: 3 clusters Score -4418722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4418723.000000 Penalty: 5186.429199
	Iteration 48Q: 3 clusters Score -4418723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4418723.000000 Penalty: 5186.429199
	Iteration 49F: 3 clusters Score -4418723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Entering Unmasked Estep 
Score: -967378.687500 Penalty: 2234.918213
	Iteration 0F: 2 clusters Score -967378.7 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 4149 members 
Entering Unmasked Estep 
Score: -960851.500000 Penalty: 4469.836426
	Iteration 0F: 3 clusters Score -960851.5 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -962627.125000 Penalty: 4469.836426
	Iteration 1F: 3 clusters Score -962627.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -963009.937500 Penalty: 4469.836426
	Iteration 2F: 3 clusters Score -963009.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -963292.875000 Penalty: 4469.836426
	Iteration 3F: 3 clusters Score -963292.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -963530.375000 Penalty: 4469.836426
	Iteration 4F: 3 clusters Score -963530.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -963780.750000 Penalty: 4469.836426
	Iteration 5Q: 3 clusters Score -963780.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -964097.687500 Penalty: 4469.836426
	Iteration 6Q: 3 clusters Score -964097.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -964485.375000 Penalty: 4469.836426
	Iteration 7F: 3 clusters Score -964485.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -964850.562500 Penalty: 4469.836426
	Iteration 8Q: 3 clusters Score -964850.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -965145.250000 Penalty: 4469.836426
	Iteration 9Q: 3 clusters Score -965145.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -965378.125000 Penalty: 4469.836426
	Iteration 10Q: 3 clusters Score -965378.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -965564.937500 Penalty: 4469.836426
	Iteration 11Q: 3 clusters Score -965564.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -965705.750000 Penalty: 4469.836426
	Iteration 12Q: 3 clusters Score -965705.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -965804.500000 Penalty: 4469.836426
	Iteration 13Q: 3 clusters Score -965804.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -965857.500000 Penalty: 4469.836426
	Iteration 14Q: 3 clusters Score -965857.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -965890.812500 Penalty: 4469.836426
	Iteration 15Q: 3 clusters Score -965890.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -965917.812500 Penalty: 4469.836426
	Iteration 16Q: 3 clusters Score -965917.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -965941.250000 Penalty: 4469.836426
	Iteration 17Q: 3 clusters Score -965941.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -965968.625000 Penalty: 4469.836426
	Iteration 18Q: 3 clusters Score -965968.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -965995.000000 Penalty: 4469.836426
	Iteration 19Q: 3 clusters Score -965995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -966009.312500 Penalty: 4469.836426
	Iteration 20F: 3 clusters Score -966009.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -966019.312500 Penalty: 4469.836426
	Iteration 21Q: 3 clusters Score -966019.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -966027.187500 Penalty: 4469.836426
	Iteration 22Q: 3 clusters Score -966027.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -966037.562500 Penalty: 4469.836426
	Iteration 23Q: 3 clusters Score -966037.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -966040.687500 Penalty: 4469.836426
	Iteration 24Q: 3 clusters Score -966040.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -966050.062500 Penalty: 4469.836426
	Iteration 25Q: 3 clusters Score -966050.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -966054.562500 Penalty: 4469.836426
	Iteration 26Q: 3 clusters Score -966054.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -966063.562500 Penalty: 4469.836426
	Iteration 27Q: 3 clusters Score -966063.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -966066.687500 Penalty: 4469.836426
	Iteration 28Q: 3 clusters Score -966066.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -966070.000000 Penalty: 4469.836426
	Iteration 29Q: 3 clusters Score -966070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -966077.562500 Penalty: 4469.836426
	Iteration 30Q: 3 clusters Score -966077.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -966078.312500 Penalty: 4469.836426
	Iteration 31Q: 3 clusters Score -966078.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -966081.437500 Penalty: 4469.836426
	Iteration 32Q: 3 clusters Score -966081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -966086.312500 Penalty: 4469.836426
	Iteration 33Q: 3 clusters Score -966086.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -966089.125000 Penalty: 4469.836426
	Iteration 34Q: 3 clusters Score -966089.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -966090.875000 Penalty: 4469.836426
	Iteration 35Q: 3 clusters Score -966090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -966092.312500 Penalty: 4469.836426
	Iteration 36Q: 3 clusters Score -966092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -966093.500000 Penalty: 4469.836426
	Iteration 37Q: 3 clusters Score -966093.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -966095.687500 Penalty: 4469.836426
	Iteration 38Q: 3 clusters Score -966095.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -966101.312500 Penalty: 4469.836426
	Iteration 39Q: 3 clusters Score -966101.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -966103.000000 Penalty: 4469.836426
	Iteration 40F: 3 clusters Score -966103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -966107.000000 Penalty: 4469.836426
	Iteration 41Q: 3 clusters Score -966107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -966109.500000 Penalty: 4469.836426
	Iteration 42Q: 3 clusters Score -966109.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -966109.750000 Penalty: 4469.836426
	Iteration 43Q: 3 clusters Score -966109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -966110.312500 Penalty: 4469.836426
	Iteration 44Q: 3 clusters Score -966110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -966111.437500 Penalty: 4469.836426
	Iteration 45Q: 3 clusters Score -966111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -966113.125000 Penalty: 4469.836426
	Iteration 46Q: 3 clusters Score -966113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -966114.187500 Penalty: 4469.836426
	Iteration 47Q: 3 clusters Score -966114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -966117.687500 Penalty: 4469.836426
	Iteration 48Q: 3 clusters Score -966117.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -966117.250000 Penalty: 4469.836426
	Iteration 49Q: 3 clusters Score -966117.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -966120.187500 Penalty: 4469.836426
	Iteration 50Q: 3 clusters Score -966120.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -966123.375000 Penalty: 4469.836426
	Iteration 51Q: 3 clusters Score -966123.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -966126.125000 Penalty: 4469.836426
	Iteration 52Q: 3 clusters Score -966126.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -966131.625000 Penalty: 4469.836426
	Iteration 53Q: 3 clusters Score -966131.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -966139.812500 Penalty: 4469.836426
	Iteration 54Q: 3 clusters Score -966139.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -966158.250000 Penalty: 4469.836426
	Iteration 55Q: 3 clusters Score -966158.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -966176.250000 Penalty: 4469.836426
	Iteration 56Q: 3 clusters Score -966176.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -966196.937500 Penalty: 4469.836426
	Iteration 57Q: 3 clusters Score -966196.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -966222.000000 Penalty: 4469.836426
	Iteration 58Q: 3 clusters Score -966222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -966243.750000 Penalty: 4469.836426
	Iteration 59Q: 3 clusters Score -966243.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -966258.187500 Penalty: 4469.836426
	Iteration 60F: 3 clusters Score -966258.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -966268.562500 Penalty: 4469.836426
	Iteration 61Q: 3 clusters Score -966268.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -966276.687500 Penalty: 4469.836426
	Iteration 62Q: 3 clusters Score -966276.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -966289.937500 Penalty: 4469.836426
	Iteration 63Q: 3 clusters Score -966289.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -966300.875000 Penalty: 4469.836426
	Iteration 64Q: 3 clusters Score -966300.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -966318.687500 Penalty: 4469.836426
	Iteration 65Q: 3 clusters Score -966318.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -966338.562500 Penalty: 4469.836426
	Iteration 66Q: 3 clusters Score -966338.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -966350.187500 Penalty: 4469.836426
	Iteration 67Q: 3 clusters Score -966350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -966355.875000 Penalty: 4469.836426
	Iteration 68Q: 3 clusters Score -966355.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -966361.812500 Penalty: 4469.836426
	Iteration 69Q: 3 clusters Score -966361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -966362.687500 Penalty: 4469.836426
	Iteration 70Q: 3 clusters Score -966362.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -966366.062500 Penalty: 4469.836426
	Iteration 71Q: 3 clusters Score -966366.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -966370.687500 Penalty: 4469.836426
	Iteration 72Q: 3 clusters Score -966370.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -966373.062500 Penalty: 4469.836426
	Iteration 73Q: 3 clusters Score -966373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -966373.687500 Penalty: 4469.836426
	Iteration 74Q: 3 clusters Score -966373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -966373.375000 Penalty: 4469.836426
	Iteration 75Q: 3 clusters Score -966373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -966373.437500 Penalty: 4469.836426
	Iteration 76Q: 3 clusters Score -966373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -966374.500000 Penalty: 4469.836426
	Iteration 77Q: 3 clusters Score -966374.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -966374.500000 Penalty: 4469.836426
	Iteration 78F: 3 clusters Score -966374.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -152417.390625 Penalty: 1775.889771
	Iteration 0F: 2 clusters Score -152417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -150299.875000 Penalty: 3551.779541
	Iteration 0F: 3 clusters Score -150299.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -150896.984375 Penalty: 3551.779541
	Iteration 1F: 3 clusters Score -150897 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -151257.468750 Penalty: 3551.779541
	Iteration 2F: 3 clusters Score -151257.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -151454.156250 Penalty: 3551.779541
	Iteration 3F: 3 clusters Score -151454.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151552.640625 Penalty: 3551.779541
	Iteration 4Q: 3 clusters Score -151552.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -151650.546875 Penalty: 3551.779541
	Iteration 5Q: 3 clusters Score -151650.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -151738.953125 Penalty: 3551.779541
	Iteration 6Q: 3 clusters Score -151739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -151818.515625 Penalty: 3551.779541
	Iteration 7Q: 3 clusters Score -151818.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -151890.281250 Penalty: 3551.779541
	Iteration 8Q: 3 clusters Score -151890.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -151913.640625 Penalty: 3551.779541
	Iteration 9Q: 3 clusters Score -151913.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -151920.031250 Penalty: 3551.779541
	Iteration 10Q: 3 clusters Score -151920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -151927.843750 Penalty: 3551.779541
	Iteration 11Q: 3 clusters Score -151927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -151931.609375 Penalty: 3551.779541
	Iteration 12Q: 3 clusters Score -151931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -151943.031250 Penalty: 3551.779541
	Iteration 13Q: 3 clusters Score -151943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -151948.578125 Penalty: 3551.779541
	Iteration 14Q: 3 clusters Score -151948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -151951.765625 Penalty: 3551.779541
	Iteration 15Q: 3 clusters Score -151951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -151954.328125 Penalty: 3551.779541
	Iteration 16Q: 3 clusters Score -151954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -151954.609375 Penalty: 3551.779541
	Iteration 17Q: 3 clusters Score -151954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -151954.609375 Penalty: 3551.779541
	Iteration 18F: 3 clusters Score -151954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Entering Unmasked Estep 
Score: -6819849.500000 Penalty: 2698.424072
	Iteration 0F: 2 clusters Score -6819850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -6784275.500000 Penalty: 5396.848145
	Iteration 0F: 3 clusters Score -6784276 nChanged 24499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -6797690.000000 Penalty: 5396.848145
	Iteration 1F: 3 clusters Score -6797690 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -6798339.000000 Penalty: 5396.848145
	Iteration 2Q: 3 clusters Score -6798339 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -6798936.000000 Penalty: 5396.848145
	Iteration 3Q: 3 clusters Score -6798936 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -6799646.500000 Penalty: 5396.848145
	Iteration 4Q: 3 clusters Score -6799646 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -6800399.500000 Penalty: 5396.848145
	Iteration 5Q: 3 clusters Score -6800400 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6801249.500000 Penalty: 5396.848145
	Iteration 6Q: 3 clusters Score -6801250 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -6802099.000000 Penalty: 5396.848145
	Iteration 7Q: 3 clusters Score -6802099 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -6802955.500000 Penalty: 5396.848145
	Iteration 8Q: 3 clusters Score -6802956 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -6803830.500000 Penalty: 5396.848145
	Iteration 9Q: 3 clusters Score -6803830 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -6804650.500000 Penalty: 5396.848145
	Iteration 10Q: 3 clusters Score -6804650 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -6805534.500000 Penalty: 5396.848145
	Iteration 11Q: 3 clusters Score -6805534 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -6806398.500000 Penalty: 5396.848145
	Iteration 12Q: 3 clusters Score -6806398 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -6807232.500000 Penalty: 5396.848145
	Iteration 13Q: 3 clusters Score -6807232 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -6808189.000000 Penalty: 5396.848145
	Iteration 14Q: 3 clusters Score -6808189 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -6809258.500000 Penalty: 5396.848145
	Iteration 15Q: 3 clusters Score -6809258 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -6810436.500000 Penalty: 5396.848145
	Iteration 16Q: 3 clusters Score -6810436 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -6811602.500000 Penalty: 5396.848145
	Iteration 17Q: 3 clusters Score -6811602 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -6812698.000000 Penalty: 5396.848145
	Iteration 18Q: 3 clusters Score -6812698 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -6813642.500000 Penalty: 5396.848145
	Iteration 19Q: 3 clusters Score -6813642 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -6814474.000000 Penalty: 5396.848145
	Iteration 20F: 3 clusters Score -6814474 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -6815208.000000 Penalty: 5396.848145
	Iteration 21Q: 3 clusters Score -6815208 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -6815790.000000 Penalty: 5396.848145
	Iteration 22Q: 3 clusters Score -6815790 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -6816215.500000 Penalty: 5396.848145
	Iteration 23Q: 3 clusters Score -6816216 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6816537.000000 Penalty: 5396.848145
	Iteration 24Q: 3 clusters Score -6816537 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6816720.500000 Penalty: 5396.848145
	Iteration 25Q: 3 clusters Score -6816720 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6816883.000000 Penalty: 5396.848145
	Iteration 26Q: 3 clusters Score -6816883 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6817017.000000 Penalty: 5396.848145
	Iteration 27Q: 3 clusters Score -6817017 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6817136.500000 Penalty: 5396.848145
	Iteration 28Q: 3 clusters Score -6817136 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6817235.000000 Penalty: 5396.848145
	Iteration 29Q: 3 clusters Score -6817235 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6817323.000000 Penalty: 5396.848145
	Iteration 30Q: 3 clusters Score -6817323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6817370.000000 Penalty: 5396.848145
	Iteration 31Q: 3 clusters Score -6817370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6817394.500000 Penalty: 5396.848145
	Iteration 32Q: 3 clusters Score -6817394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6817415.500000 Penalty: 5396.848145
	Iteration 33Q: 3 clusters Score -6817416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6817440.000000 Penalty: 5396.848145
	Iteration 34Q: 3 clusters Score -6817440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6817466.000000 Penalty: 5396.848145
	Iteration 35Q: 3 clusters Score -6817466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6817485.000000 Penalty: 5396.848145
	Iteration 36Q: 3 clusters Score -6817485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6817506.000000 Penalty: 5396.848145
	Iteration 37Q: 3 clusters Score -6817506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6817523.500000 Penalty: 5396.848145
	Iteration 38Q: 3 clusters Score -6817524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6817528.000000 Penalty: 5396.848145
	Iteration 39Q: 3 clusters Score -6817528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6817532.000000 Penalty: 5396.848145
	Iteration 40F: 3 clusters Score -6817532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6817537.500000 Penalty: 5396.848145
	Iteration 41Q: 3 clusters Score -6817538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6817549.500000 Penalty: 5396.848145
	Iteration 42Q: 3 clusters Score -6817550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6817548.500000 Penalty: 5396.848145
	Iteration 43Q: 3 clusters Score -6817548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6817545.500000 Penalty: 5396.848145
	Iteration 44Q: 3 clusters Score -6817546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6817548.500000 Penalty: 5396.848145
	Iteration 45Q: 3 clusters Score -6817548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6817547.500000 Penalty: 5396.848145
	Iteration 46Q: 3 clusters Score -6817548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6817547.500000 Penalty: 5396.848145
	Iteration 47F: 3 clusters Score -6817548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Entering Unmasked Estep 
Score: -5213967.000000 Penalty: 2634.500244
	Iteration 0F: 2 clusters Score -5213967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -5186177.000000 Penalty: 5269.000488
	Iteration 0F: 3 clusters Score -5186177 nChanged 18880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -5196519.000000 Penalty: 5269.000488
	Iteration 1F: 3 clusters Score -5196519 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5197020.000000 Penalty: 5269.000488
	Iteration 2Q: 3 clusters Score -5197020 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5197496.000000 Penalty: 5269.000488
	Iteration 3Q: 3 clusters Score -5197496 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -5198004.000000 Penalty: 5269.000488
	Iteration 4Q: 3 clusters Score -5198004 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -5198732.000000 Penalty: 5269.000488
	Iteration 5Q: 3 clusters Score -5198732 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -5199770.000000 Penalty: 5269.000488
	Iteration 6Q: 3 clusters Score -5199770 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -5201277.000000 Penalty: 5269.000488
	Iteration 7F: 3 clusters Score -5201277 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -5203314.000000 Penalty: 5269.000488
	Iteration 8F: 3 clusters Score -5203314 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -5205628.500000 Penalty: 5269.000488
	Iteration 9F: 3 clusters Score -5205628 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -5207754.500000 Penalty: 5269.000488
	Iteration 10F: 3 clusters Score -5207754 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5209327.000000 Penalty: 5269.000488
	Iteration 11Q: 3 clusters Score -5209327 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5210340.000000 Penalty: 5269.000488
	Iteration 12Q: 3 clusters Score -5210340 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5210976.000000 Penalty: 5269.000488
	Iteration 13Q: 3 clusters Score -5210976 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5211309.000000 Penalty: 5269.000488
	Iteration 14Q: 3 clusters Score -5211309 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5211442.500000 Penalty: 5269.000488
	Iteration 15Q: 3 clusters Score -5211442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5211542.500000 Penalty: 5269.000488
	Iteration 16Q: 3 clusters Score -5211542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5211616.500000 Penalty: 5269.000488
	Iteration 17Q: 3 clusters Score -5211616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5211649.500000 Penalty: 5269.000488
	Iteration 18Q: 3 clusters Score -5211650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5211672.000000 Penalty: 5269.000488
	Iteration 19Q: 3 clusters Score -5211672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5211681.000000 Penalty: 5269.000488
	Iteration 20F: 3 clusters Score -5211681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5211698.000000 Penalty: 5269.000488
	Iteration 21Q: 3 clusters Score -5211698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5211708.500000 Penalty: 5269.000488
	Iteration 22Q: 3 clusters Score -5211708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5211713.500000 Penalty: 5269.000488
	Iteration 23Q: 3 clusters Score -5211714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5211722.000000 Penalty: 5269.000488
	Iteration 24Q: 3 clusters Score -5211722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5211734.500000 Penalty: 5269.000488
	Iteration 25Q: 3 clusters Score -5211734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5211735.500000 Penalty: 5269.000488
	Iteration 26Q: 3 clusters Score -5211736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5211741.000000 Penalty: 5269.000488
	Iteration 27Q: 3 clusters Score -5211741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5211741.500000 Penalty: 5269.000488
	Iteration 28Q: 3 clusters Score -5211742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5211744.500000 Penalty: 5269.000488
	Iteration 29Q: 3 clusters Score -5211744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5211744.500000 Penalty: 5269.000488
	Iteration 30F: 3 clusters Score -5211744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Entering Unmasked Estep 
Score: -20015964.000000 Penalty: 2965.884766
	Iteration 0F: 2 clusters Score -2.001596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -19911318.000000 Penalty: 5931.769531
	Iteration 0F: 3 clusters Score -1.991132e+07 nChanged 74738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -19955242.000000 Penalty: 5931.769531
	Iteration 1F: 3 clusters Score -1.995524e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -19956534.000000 Penalty: 5931.769531
	Iteration 2Q: 3 clusters Score -1.995653e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -19958326.000000 Penalty: 5931.769531
	Iteration 3Q: 3 clusters Score -1.995833e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -19961544.000000 Penalty: 5931.769531
	Iteration 4Q: 3 clusters Score -1.996154e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -19966702.000000 Penalty: 5931.769531
	Iteration 5F: 3 clusters Score -1.99667e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 110672 members 
Entering Unmasked Estep 
Score: -19974360.000000 Penalty: 5931.769531
	Iteration 6F: 3 clusters Score -1.997436e+07 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 122399 members 
Entering Unmasked Estep 
Score: -19984290.000000 Penalty: 5931.769531
	Iteration 7F: 3 clusters Score -1.998429e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 133581 members 
Entering Unmasked Estep 
Score: -19994360.000000 Penalty: 5931.769531
	Iteration 8F: 3 clusters Score -1.999436e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 142345 members 
Entering Unmasked Estep 
Score: -20002186.000000 Penalty: 5931.769531
	Iteration 9F: 3 clusters Score -2.000219e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -20007480.000000 Penalty: 5931.769531
	Iteration 10Q: 3 clusters Score -2.000748e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -20010382.000000 Penalty: 5931.769531
	Iteration 11Q: 3 clusters Score -2.001038e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 153263 members 
Entering Unmasked Estep 
Score: -20011690.000000 Penalty: 5931.769531
	Iteration 12Q: 3 clusters Score -2.001169e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 154271 members 
Entering Unmasked Estep 
Score: -20012462.000000 Penalty: 5931.769531
	Iteration 13Q: 3 clusters Score -2.001246e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 154854 members 
Entering Unmasked Estep 
Score: -20012920.000000 Penalty: 5931.769531
	Iteration 14Q: 3 clusters Score -2.001292e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -20013128.000000 Penalty: 5931.769531
	Iteration 15Q: 3 clusters Score -2.001313e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 155319 members 
Entering Unmasked Estep 
Score: -20013264.000000 Penalty: 5931.769531
	Iteration 16Q: 3 clusters Score -2.001326e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 155412 members 
Entering Unmasked Estep 
Score: -20013372.000000 Penalty: 5931.769531
	Iteration 17Q: 3 clusters Score -2.001337e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 155478 members 
Entering Unmasked Estep 
Score: -20013406.000000 Penalty: 5931.769531
	Iteration 18Q: 3 clusters Score -2.001341e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -20013440.000000 Penalty: 5931.769531
	Iteration 19Q: 3 clusters Score -2.001344e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 155561 members 
Entering Unmasked Estep 
Score: -20013456.000000 Penalty: 5931.769531
	Iteration 20F: 3 clusters Score -2.001346e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 155596 members 
Entering Unmasked Estep 
Score: -20013476.000000 Penalty: 5931.769531
	Iteration 21Q: 3 clusters Score -2.001348e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 155623 members 
Entering Unmasked Estep 
Score: -20013486.000000 Penalty: 5931.769531
	Iteration 22Q: 3 clusters Score -2.001349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 155642 members 
Entering Unmasked Estep 
Score: -20013508.000000 Penalty: 5931.769531
	Iteration 23Q: 3 clusters Score -2.001351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 155656 members 
Entering Unmasked Estep 
Score: -20013522.000000 Penalty: 5931.769531
	Iteration 24Q: 3 clusters Score -2.001352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 155665 members 
Entering Unmasked Estep 
Score: -20013534.000000 Penalty: 5931.769531
	Iteration 25Q: 3 clusters Score -2.001353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 155676 members 
Entering Unmasked Estep 
Score: -20013544.000000 Penalty: 5931.769531
	Iteration 26Q: 3 clusters Score -2.001354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 155680 members 
Entering Unmasked Estep 
Score: -20013544.000000 Penalty: 5931.769531
	Iteration 27Q: 3 clusters Score -2.001354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 155683 members 
Entering Unmasked Estep 
Score: -20013570.000000 Penalty: 5931.769531
	Iteration 28Q: 3 clusters Score -2.001357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 155688 members 
Entering Unmasked Estep 
Score: -20013558.000000 Penalty: 5931.769531
	Iteration 29Q: 3 clusters Score -2.001356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 155691 members 
Entering Unmasked Estep 
Score: -20013552.000000 Penalty: 5931.769531
	Iteration 30Q: 3 clusters Score -2.001355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 155698 members 
Entering Unmasked Estep 
Score: -20013570.000000 Penalty: 5931.769531
	Iteration 31Q: 3 clusters Score -2.001357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 155702 members 
Entering Unmasked Estep 
Score: -20013578.000000 Penalty: 5931.769531
	Iteration 32Q: 3 clusters Score -2.001358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 155705 members 
Entering Unmasked Estep 
Score: -20013562.000000 Penalty: 5931.769531
	Iteration 33Q: 3 clusters Score -2.001356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 155706 members 
Entering Unmasked Estep 
Score: -20013570.000000 Penalty: 5931.769531
	Iteration 34Q: 3 clusters Score -2.001357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 155709 members 
Entering Unmasked Estep 
Score: -20013576.000000 Penalty: 5931.769531
	Iteration 35Q: 3 clusters Score -2.001358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 155711 members 
Entering Unmasked Estep 
Score: -20013558.000000 Penalty: 5931.769531
	Iteration 36Q: 3 clusters Score -2.001356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 155711 members 
Entering Unmasked Estep 
Score: -20013572.000000 Penalty: 5931.769531
	Iteration 37Q: 3 clusters Score -2.001357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 155712 members 
Entering Unmasked Estep 
Score: -20013580.000000 Penalty: 5931.769531
	Iteration 38Q: 3 clusters Score -2.001358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 155712 members 
Entering Unmasked Estep 
Score: -20013576.000000 Penalty: 5931.769531
	Iteration 39Q: 3 clusters Score -2.001358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 155711 members 
Entering Unmasked Estep 
Score: -20013572.000000 Penalty: 5931.769531
	Iteration 40F: 3 clusters Score -2.001357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Entering Unmasked Estep 
Score: -649880.875000 Penalty: 2116.005127
	Iteration 0F: 2 clusters Score -649880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -645339.875000 Penalty: 4232.010254
	Iteration 0F: 3 clusters Score -645339.9 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -646501.187500 Penalty: 4232.010254
	Iteration 1F: 3 clusters Score -646501.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -646741.312500 Penalty: 4232.010254
	Iteration 2F: 3 clusters Score -646741.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -646901.500000 Penalty: 4232.010254
	Iteration 3F: 3 clusters Score -646901.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -647031.812500 Penalty: 4232.010254
	Iteration 4Q: 3 clusters Score -647031.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -647122.750000 Penalty: 4232.010254
	Iteration 5Q: 3 clusters Score -647122.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -647191.875000 Penalty: 4232.010254
	Iteration 6Q: 3 clusters Score -647191.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -647247.250000 Penalty: 4232.010254
	Iteration 7Q: 3 clusters Score -647247.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -647308.437500 Penalty: 4232.010254
	Iteration 8Q: 3 clusters Score -647308.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -647366.687500 Penalty: 4232.010254
	Iteration 9Q: 3 clusters Score -647366.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -647428.250000 Penalty: 4232.010254
	Iteration 10Q: 3 clusters Score -647428.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -647476.500000 Penalty: 4232.010254
	Iteration 11Q: 3 clusters Score -647476.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -647522.187500 Penalty: 4232.010254
	Iteration 12Q: 3 clusters Score -647522.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -647575.812500 Penalty: 4232.010254
	Iteration 13Q: 3 clusters Score -647575.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -647624.625000 Penalty: 4232.010254
	Iteration 14Q: 3 clusters Score -647624.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -647675.375000 Penalty: 4232.010254
	Iteration 15Q: 3 clusters Score -647675.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -647730.625000 Penalty: 4232.010254
	Iteration 16Q: 3 clusters Score -647730.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -647780.062500 Penalty: 4232.010254
	Iteration 17Q: 3 clusters Score -647780.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -647830.625000 Penalty: 4232.010254
	Iteration 18Q: 3 clusters Score -647830.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -647881.875000 Penalty: 4232.010254
	Iteration 19Q: 3 clusters Score -647881.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -647929.375000 Penalty: 4232.010254
	Iteration 20F: 3 clusters Score -647929.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -647981.437500 Penalty: 4232.010254
	Iteration 21Q: 3 clusters Score -647981.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -648027.562500 Penalty: 4232.010254
	Iteration 22Q: 3 clusters Score -648027.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -648077.000000 Penalty: 4232.010254
	Iteration 23Q: 3 clusters Score -648077 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -648127.375000 Penalty: 4232.010254
	Iteration 24Q: 3 clusters Score -648127.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -648170.750000 Penalty: 4232.010254
	Iteration 25Q: 3 clusters Score -648170.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -648208.375000 Penalty: 4232.010254
	Iteration 26Q: 3 clusters Score -648208.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -648236.625000 Penalty: 4232.010254
	Iteration 27Q: 3 clusters Score -648236.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -648264.000000 Penalty: 4232.010254
	Iteration 28Q: 3 clusters Score -648264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -648284.312500 Penalty: 4232.010254
	Iteration 29Q: 3 clusters Score -648284.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -648305.437500 Penalty: 4232.010254
	Iteration 30Q: 3 clusters Score -648305.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -648322.687500 Penalty: 4232.010254
	Iteration 31Q: 3 clusters Score -648322.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -648338.625000 Penalty: 4232.010254
	Iteration 32Q: 3 clusters Score -648338.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -648352.937500 Penalty: 4232.010254
	Iteration 33Q: 3 clusters Score -648352.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -648369.375000 Penalty: 4232.010254
	Iteration 34Q: 3 clusters Score -648369.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -648383.875000 Penalty: 4232.010254
	Iteration 35Q: 3 clusters Score -648383.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -648402.375000 Penalty: 4232.010254
	Iteration 36Q: 3 clusters Score -648402.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -648425.312500 Penalty: 4232.010254
	Iteration 37Q: 3 clusters Score -648425.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -648451.437500 Penalty: 4232.010254
	Iteration 38Q: 3 clusters Score -648451.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -648487.125000 Penalty: 4232.010254
	Iteration 39Q: 3 clusters Score -648487.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -648525.375000 Penalty: 4232.010254
	Iteration 40F: 3 clusters Score -648525.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -648557.687500 Penalty: 4232.010254
	Iteration 41Q: 3 clusters Score -648557.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -648582.062500 Penalty: 4232.010254
	Iteration 42Q: 3 clusters Score -648582.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -648602.000000 Penalty: 4232.010254
	Iteration 43Q: 3 clusters Score -648602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -648623.187500 Penalty: 4232.010254
	Iteration 44Q: 3 clusters Score -648623.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -648641.125000 Penalty: 4232.010254
	Iteration 45Q: 3 clusters Score -648641.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -648654.312500 Penalty: 4232.010254
	Iteration 46Q: 3 clusters Score -648654.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -648669.875000 Penalty: 4232.010254
	Iteration 47Q: 3 clusters Score -648669.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -648681.750000 Penalty: 4232.010254
	Iteration 48Q: 3 clusters Score -648681.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -648690.250000 Penalty: 4232.010254
	Iteration 49Q: 3 clusters Score -648690.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -648700.562500 Penalty: 4232.010254
	Iteration 50Q: 3 clusters Score -648700.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -648706.500000 Penalty: 4232.010254
	Iteration 51Q: 3 clusters Score -648706.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -648709.812500 Penalty: 4232.010254
	Iteration 52Q: 3 clusters Score -648709.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -648714.125000 Penalty: 4232.010254
	Iteration 53Q: 3 clusters Score -648714.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -648717.000000 Penalty: 4232.010254
	Iteration 54Q: 3 clusters Score -648717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -648716.812500 Penalty: 4232.010254
	Iteration 55Q: 3 clusters Score -648716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -648718.375000 Penalty: 4232.010254
	Iteration 56Q: 3 clusters Score -648718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -648721.875000 Penalty: 4232.010254
	Iteration 57Q: 3 clusters Score -648721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -648724.062500 Penalty: 4232.010254
	Iteration 58Q: 3 clusters Score -648724.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -648724.750000 Penalty: 4232.010254
	Iteration 59Q: 3 clusters Score -648724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -648726.812500 Penalty: 4232.010254
	Iteration 60F: 3 clusters Score -648726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -648727.000000 Penalty: 4232.010254
	Iteration 61Q: 3 clusters Score -648727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -648727.437500 Penalty: 4232.010254
	Iteration 62Q: 3 clusters Score -648727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -648728.875000 Penalty: 4232.010254
	Iteration 63Q: 3 clusters Score -648728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -648729.812500 Penalty: 4232.010254
	Iteration 64Q: 3 clusters Score -648729.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -648735.000000 Penalty: 4232.010254
	Iteration 65Q: 3 clusters Score -648735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -648739.062500 Penalty: 4232.010254
	Iteration 66Q: 3 clusters Score -648739.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -648743.312500 Penalty: 4232.010254
	Iteration 67Q: 3 clusters Score -648743.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -648746.250000 Penalty: 4232.010254
	Iteration 68Q: 3 clusters Score -648746.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -648753.250000 Penalty: 4232.010254
	Iteration 69Q: 3 clusters Score -648753.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -648757.687500 Penalty: 4232.010254
	Iteration 70Q: 3 clusters Score -648757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -648761.562500 Penalty: 4232.010254
	Iteration 71Q: 3 clusters Score -648761.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -648767.250000 Penalty: 4232.010254
	Iteration 72Q: 3 clusters Score -648767.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -648773.125000 Penalty: 4232.010254
	Iteration 73Q: 3 clusters Score -648773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -648776.125000 Penalty: 4232.010254
	Iteration 74Q: 3 clusters Score -648776.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -648778.687500 Penalty: 4232.010254
	Iteration 75Q: 3 clusters Score -648778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -648781.937500 Penalty: 4232.010254
	Iteration 76Q: 3 clusters Score -648781.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -648784.000000 Penalty: 4232.010254
	Iteration 77Q: 3 clusters Score -648784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -648786.750000 Penalty: 4232.010254
	Iteration 78Q: 3 clusters Score -648786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -648788.312500 Penalty: 4232.010254
	Iteration 79Q: 3 clusters Score -648788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -648789.875000 Penalty: 4232.010254
	Iteration 80F: 3 clusters Score -648789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -648791.937500 Penalty: 4232.010254
	Iteration 81Q: 3 clusters Score -648791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -648792.500000 Penalty: 4232.010254
	Iteration 82Q: 3 clusters Score -648792.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -648795.312500 Penalty: 4232.010254
	Iteration 83Q: 3 clusters Score -648795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -648796.625000 Penalty: 4232.010254
	Iteration 84Q: 3 clusters Score -648796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -648796.625000 Penalty: 4232.010254
	Iteration 85F: 3 clusters Score -648796.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Entering Unmasked Estep 
Score: -1512498.000000 Penalty: 2313.021729
	Iteration 0F: 2 clusters Score -1512498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1504009.625000 Penalty: 4626.043457
	Iteration 0F: 3 clusters Score -1504010 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1506430.125000 Penalty: 4626.043457
	Iteration 1F: 3 clusters Score -1506430 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1506693.375000 Penalty: 4626.043457
	Iteration 2F: 3 clusters Score -1506693 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1506869.125000 Penalty: 4626.043457
	Iteration 3Q: 3 clusters Score -1506869 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1507001.875000 Penalty: 4626.043457
	Iteration 4Q: 3 clusters Score -1507002 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1507124.625000 Penalty: 4626.043457
	Iteration 5Q: 3 clusters Score -1507125 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1507255.625000 Penalty: 4626.043457
	Iteration 6Q: 3 clusters Score -1507256 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1507387.250000 Penalty: 4626.043457
	Iteration 7Q: 3 clusters Score -1507387 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1507531.250000 Penalty: 4626.043457
	Iteration 8Q: 3 clusters Score -1507531 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1507688.625000 Penalty: 4626.043457
	Iteration 9Q: 3 clusters Score -1507689 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1507885.750000 Penalty: 4626.043457
	Iteration 10Q: 3 clusters Score -1507886 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1508164.625000 Penalty: 4626.043457
	Iteration 11Q: 3 clusters Score -1508165 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1508517.875000 Penalty: 4626.043457
	Iteration 12Q: 3 clusters Score -1508518 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1508940.875000 Penalty: 4626.043457
	Iteration 13Q: 3 clusters Score -1508941 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1509349.500000 Penalty: 4626.043457
	Iteration 14Q: 3 clusters Score -1509350 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1509671.625000 Penalty: 4626.043457
	Iteration 15Q: 3 clusters Score -1509672 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1509917.250000 Penalty: 4626.043457
	Iteration 16Q: 3 clusters Score -1509917 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1510090.250000 Penalty: 4626.043457
	Iteration 17Q: 3 clusters Score -1510090 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1510200.125000 Penalty: 4626.043457
	Iteration 18Q: 3 clusters Score -1510200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1510265.000000 Penalty: 4626.043457
	Iteration 19Q: 3 clusters Score -1510265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1510313.750000 Penalty: 4626.043457
	Iteration 20F: 3 clusters Score -1510314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1510339.750000 Penalty: 4626.043457
	Iteration 21Q: 3 clusters Score -1510340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1510354.000000 Penalty: 4626.043457
	Iteration 22Q: 3 clusters Score -1510354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1510375.500000 Penalty: 4626.043457
	Iteration 23Q: 3 clusters Score -1510376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1510391.375000 Penalty: 4626.043457
	Iteration 24Q: 3 clusters Score -1510391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1510410.750000 Penalty: 4626.043457
	Iteration 25Q: 3 clusters Score -1510411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1510426.000000 Penalty: 4626.043457
	Iteration 26Q: 3 clusters Score -1510426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1510438.625000 Penalty: 4626.043457
	Iteration 27Q: 3 clusters Score -1510439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1510447.750000 Penalty: 4626.043457
	Iteration 28Q: 3 clusters Score -1510448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1510453.125000 Penalty: 4626.043457
	Iteration 29Q: 3 clusters Score -1510453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1510453.375000 Penalty: 4626.043457
	Iteration 30Q: 3 clusters Score -1510453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1510454.000000 Penalty: 4626.043457
	Iteration 31Q: 3 clusters Score -1510454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1510456.500000 Penalty: 4626.043457
	Iteration 32Q: 3 clusters Score -1510456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1510459.000000 Penalty: 4626.043457
	Iteration 33Q: 3 clusters Score -1510459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1510459.000000 Penalty: 4626.043457
	Iteration 34F: 3 clusters Score -1510459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Entering Unmasked Estep 
Score: -3665055.500000 Penalty: 2562.235352
	Iteration 0F: 2 clusters Score -3665056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3644240.250000 Penalty: 5124.470703
	Iteration 0F: 3 clusters Score -3644240 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3652000.250000 Penalty: 5124.470703
	Iteration 1F: 3 clusters Score -3652000 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3652769.250000 Penalty: 5124.470703
	Iteration 2F: 3 clusters Score -3652769 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3653518.250000 Penalty: 5124.470703
	Iteration 3F: 3 clusters Score -3653518 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3654236.500000 Penalty: 5124.470703
	Iteration 4F: 3 clusters Score -3654236 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3654867.500000 Penalty: 5124.470703
	Iteration 5Q: 3 clusters Score -3654868 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3655452.000000 Penalty: 5124.470703
	Iteration 6Q: 3 clusters Score -3655452 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3656015.750000 Penalty: 5124.470703
	Iteration 7Q: 3 clusters Score -3656016 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3656620.000000 Penalty: 5124.470703
	Iteration 8Q: 3 clusters Score -3656620 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3657235.500000 Penalty: 5124.470703
	Iteration 9Q: 3 clusters Score -3657236 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3657855.250000 Penalty: 5124.470703
	Iteration 10Q: 3 clusters Score -3657855 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3658453.000000 Penalty: 5124.470703
	Iteration 11Q: 3 clusters Score -3658453 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3658857.750000 Penalty: 5124.470703
	Iteration 12Q: 3 clusters Score -3658858 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3659175.500000 Penalty: 5124.470703
	Iteration 13Q: 3 clusters Score -3659176 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3659404.750000 Penalty: 5124.470703
	Iteration 14Q: 3 clusters Score -3659405 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3659586.500000 Penalty: 5124.470703
	Iteration 15Q: 3 clusters Score -3659586 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3659772.250000 Penalty: 5124.470703
	Iteration 16Q: 3 clusters Score -3659772 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3659969.250000 Penalty: 5124.470703
	Iteration 17Q: 3 clusters Score -3659969 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3660165.000000 Penalty: 5124.470703
	Iteration 18Q: 3 clusters Score -3660165 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3660341.500000 Penalty: 5124.470703
	Iteration 19Q: 3 clusters Score -3660342 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3660528.750000 Penalty: 5124.470703
	Iteration 20F: 3 clusters Score -3660529 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3660707.000000 Penalty: 5124.470703
	Iteration 21Q: 3 clusters Score -3660707 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3660876.500000 Penalty: 5124.470703
	Iteration 22Q: 3 clusters Score -3660876 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3661085.250000 Penalty: 5124.470703
	Iteration 23Q: 3 clusters Score -3661085 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3661261.250000 Penalty: 5124.470703
	Iteration 24Q: 3 clusters Score -3661261 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3661427.000000 Penalty: 5124.470703
	Iteration 25Q: 3 clusters Score -3661427 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3661607.250000 Penalty: 5124.470703
	Iteration 26Q: 3 clusters Score -3661607 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3661807.000000 Penalty: 5124.470703
	Iteration 27Q: 3 clusters Score -3661807 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3661938.500000 Penalty: 5124.470703
	Iteration 28Q: 3 clusters Score -3661938 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3662068.500000 Penalty: 5124.470703
	Iteration 29Q: 3 clusters Score -3662068 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3662204.750000 Penalty: 5124.470703
	Iteration 30Q: 3 clusters Score -3662205 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3662328.750000 Penalty: 5124.470703
	Iteration 31Q: 3 clusters Score -3662329 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3662437.000000 Penalty: 5124.470703
	Iteration 32Q: 3 clusters Score -3662437 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3662549.500000 Penalty: 5124.470703
	Iteration 33Q: 3 clusters Score -3662550 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3662658.250000 Penalty: 5124.470703
	Iteration 34Q: 3 clusters Score -3662658 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3662760.500000 Penalty: 5124.470703
	Iteration 35Q: 3 clusters Score -3662760 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3662835.250000 Penalty: 5124.470703
	Iteration 36Q: 3 clusters Score -3662835 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3662908.250000 Penalty: 5124.470703
	Iteration 37Q: 3 clusters Score -3662908 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3662963.000000 Penalty: 5124.470703
	Iteration 38Q: 3 clusters Score -3662963 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3662996.500000 Penalty: 5124.470703
	Iteration 39Q: 3 clusters Score -3662996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3663031.250000 Penalty: 5124.470703
	Iteration 40F: 3 clusters Score -3663031 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3663068.000000 Penalty: 5124.470703
	Iteration 41Q: 3 clusters Score -3663068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3663094.750000 Penalty: 5124.470703
	Iteration 42Q: 3 clusters Score -3663095 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -3663117.000000 Penalty: 5124.470703
	Iteration 43Q: 3 clusters Score -3663117 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3663131.500000 Penalty: 5124.470703
	Iteration 44Q: 3 clusters Score -3663132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3663150.750000 Penalty: 5124.470703
	Iteration 45Q: 3 clusters Score -3663151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3663159.000000 Penalty: 5124.470703
	Iteration 46Q: 3 clusters Score -3663159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3663177.000000 Penalty: 5124.470703
	Iteration 47Q: 3 clusters Score -3663177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3663189.000000 Penalty: 5124.470703
	Iteration 48Q: 3 clusters Score -3663189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -3663212.750000 Penalty: 5124.470703
	Iteration 49Q: 3 clusters Score -3663213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -3663241.750000 Penalty: 5124.470703
	Iteration 50Q: 3 clusters Score -3663242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3663278.000000 Penalty: 5124.470703
	Iteration 51Q: 3 clusters Score -3663278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3663322.750000 Penalty: 5124.470703
	Iteration 52Q: 3 clusters Score -3663323 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3663361.250000 Penalty: 5124.470703
	Iteration 53Q: 3 clusters Score -3663361 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -3663411.250000 Penalty: 5124.470703
	Iteration 54Q: 3 clusters Score -3663411 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3663441.500000 Penalty: 5124.470703
	Iteration 55Q: 3 clusters Score -3663442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3663472.250000 Penalty: 5124.470703
	Iteration 56Q: 3 clusters Score -3663472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3663493.500000 Penalty: 5124.470703
	Iteration 57Q: 3 clusters Score -3663494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3663519.250000 Penalty: 5124.470703
	Iteration 58Q: 3 clusters Score -3663519 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3663553.750000 Penalty: 5124.470703
	Iteration 59Q: 3 clusters Score -3663554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3663579.750000 Penalty: 5124.470703
	Iteration 60F: 3 clusters Score -3663580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3663603.250000 Penalty: 5124.470703
	Iteration 61Q: 3 clusters Score -3663603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3663617.250000 Penalty: 5124.470703
	Iteration 62Q: 3 clusters Score -3663617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3663617.750000 Penalty: 5124.470703
	Iteration 63Q: 3 clusters Score -3663618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -3663629.750000 Penalty: 5124.470703
	Iteration 64Q: 3 clusters Score -3663630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3663633.500000 Penalty: 5124.470703
	Iteration 65Q: 3 clusters Score -3663634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -3663636.500000 Penalty: 5124.470703
	Iteration 66Q: 3 clusters Score -3663636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3663642.250000 Penalty: 5124.470703
	Iteration 67Q: 3 clusters Score -3663642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3663636.750000 Penalty: 5124.470703
	Iteration 68Q: 3 clusters Score -3663637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3663646.750000 Penalty: 5124.470703
	Iteration 69Q: 3 clusters Score -3663647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3663658.250000 Penalty: 5124.470703
	Iteration 70Q: 3 clusters Score -3663658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -3663654.500000 Penalty: 5124.470703
	Iteration 71Q: 3 clusters Score -3663654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3663650.250000 Penalty: 5124.470703
	Iteration 72Q: 3 clusters Score -3663650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -3663658.250000 Penalty: 5124.470703
	Iteration 73Q: 3 clusters Score -3663658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -3663668.500000 Penalty: 5124.470703
	Iteration 74Q: 3 clusters Score -3663668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3663669.500000 Penalty: 5124.470703
	Iteration 75Q: 3 clusters Score -3663670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3663672.750000 Penalty: 5124.470703
	Iteration 76Q: 3 clusters Score -3663673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3663671.750000 Penalty: 5124.470703
	Iteration 77Q: 3 clusters Score -3663672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -3663672.250000 Penalty: 5124.470703
	Iteration 78Q: 3 clusters Score -3663672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3663671.750000 Penalty: 5124.470703
	Iteration 79Q: 3 clusters Score -3663672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3663671.750000 Penalty: 5124.470703
	Iteration 80F: 3 clusters Score -3663672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -166710.687500 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -166710.7 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 729 members 
Entering Unmasked Estep 
Score: -164555.000000 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -164555 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165116.000000 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -165116 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165447.515625 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -165447.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -165741.671875 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -165741.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -166044.171875 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -166044.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -166262.000000 Penalty: 3601.567627
	Iteration 5F: 3 clusters Score -166262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -166475.656250 Penalty: 3601.567627
	Iteration 6F: 3 clusters Score -166475.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -166733.281250 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -166733.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -166983.796875 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -166983.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -167282.125000 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -167282.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -167344.234375 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -167344.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -167375.718750 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -167375.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -167400.515625 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -167400.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -167414.953125 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -167415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -167426.437500 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -167426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -167433.687500 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -167433.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -167439.000000 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -167439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -167443.109375 Penalty: 3601.567627
	Iteration 17Q: 3 clusters Score -167443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -167444.640625 Penalty: 3601.567627
	Iteration 18Q: 3 clusters Score -167444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -167449.046875 Penalty: 3601.567627
	Iteration 19Q: 3 clusters Score -167449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -167457.078125 Penalty: 3601.567627
	Iteration 20F: 3 clusters Score -167457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -167470.390625 Penalty: 3601.567627
	Iteration 21Q: 3 clusters Score -167470.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -167493.500000 Penalty: 3601.567627
	Iteration 22Q: 3 clusters Score -167493.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -167514.828125 Penalty: 3601.567627
	Iteration 23Q: 3 clusters Score -167514.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -167534.390625 Penalty: 3601.567627
	Iteration 24Q: 3 clusters Score -167534.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -167539.171875 Penalty: 3601.567627
	Iteration 25Q: 3 clusters Score -167539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -167542.656250 Penalty: 3601.567627
	Iteration 26Q: 3 clusters Score -167542.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -167553.406250 Penalty: 3601.567627
	Iteration 27Q: 3 clusters Score -167553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -167554.828125 Penalty: 3601.567627
	Iteration 28Q: 3 clusters Score -167554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -167555.406250 Penalty: 3601.567627
	Iteration 29Q: 3 clusters Score -167555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -167555.406250 Penalty: 3601.567627
	Iteration 30F: 3 clusters Score -167555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 34770 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53143 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 41068 members 
Mstep: Class 9 contains 156250 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 30687 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 105400 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 8203 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71637 members 
Mstep: Class 23 contains 18659 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16664 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
Score: -77984480.000000 Penalty: 99327.773438
Splitting cluster 13 changes total score from -77985336.000000 to -77984480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Entering Unmasked Estep 
Score: -228007.046875 Penalty: 1869.150513
	Iteration 0F: 2 clusters Score -228007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -225490.125000 Penalty: 3738.301025
	Iteration 0F: 3 clusters Score -225490.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -226027.500000 Penalty: 3738.301025
	Iteration 1F: 3 clusters Score -226027.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -226186.484375 Penalty: 3738.301025
	Iteration 2F: 3 clusters Score -226186.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -226302.265625 Penalty: 3738.301025
	Iteration 3Q: 3 clusters Score -226302.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -226384.265625 Penalty: 3738.301025
	Iteration 4Q: 3 clusters Score -226384.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -226420.406250 Penalty: 3738.301025
	Iteration 5Q: 3 clusters Score -226420.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -226458.875000 Penalty: 3738.301025
	Iteration 6Q: 3 clusters Score -226458.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -226508.890625 Penalty: 3738.301025
	Iteration 7Q: 3 clusters Score -226508.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -226559.328125 Penalty: 3738.301025
	Iteration 8Q: 3 clusters Score -226559.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -226603.625000 Penalty: 3738.301025
	Iteration 9Q: 3 clusters Score -226603.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -226634.796875 Penalty: 3738.301025
	Iteration 10Q: 3 clusters Score -226634.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -226650.796875 Penalty: 3738.301025
	Iteration 11Q: 3 clusters Score -226650.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -226664.156250 Penalty: 3738.301025
	Iteration 12Q: 3 clusters Score -226664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -226676.109375 Penalty: 3738.301025
	Iteration 13Q: 3 clusters Score -226676.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -226686.687500 Penalty: 3738.301025
	Iteration 14Q: 3 clusters Score -226686.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -226696.671875 Penalty: 3738.301025
	Iteration 15Q: 3 clusters Score -226696.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -226707.875000 Penalty: 3738.301025
	Iteration 16Q: 3 clusters Score -226707.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -226715.921875 Penalty: 3738.301025
	Iteration 17Q: 3 clusters Score -226715.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -226725.265625 Penalty: 3738.301025
	Iteration 18Q: 3 clusters Score -226725.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -226735.171875 Penalty: 3738.301025
	Iteration 19Q: 3 clusters Score -226735.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -226751.796875 Penalty: 3738.301025
	Iteration 20F: 3 clusters Score -226751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -226759.625000 Penalty: 3738.301025
	Iteration 21Q: 3 clusters Score -226759.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -226771.328125 Penalty: 3738.301025
	Iteration 22Q: 3 clusters Score -226771.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -226782.656250 Penalty: 3738.301025
	Iteration 23Q: 3 clusters Score -226782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -226793.828125 Penalty: 3738.301025
	Iteration 24Q: 3 clusters Score -226793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -226799.578125 Penalty: 3738.301025
	Iteration 25Q: 3 clusters Score -226799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -226802.843750 Penalty: 3738.301025
	Iteration 26Q: 3 clusters Score -226802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -226804.437500 Penalty: 3738.301025
	Iteration 27Q: 3 clusters Score -226804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -226805.921875 Penalty: 3738.301025
	Iteration 28Q: 3 clusters Score -226805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -226807.187500 Penalty: 3738.301025
	Iteration 29Q: 3 clusters Score -226807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -226807.187500 Penalty: 3738.301025
	Iteration 30F: 3 clusters Score -226807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Entering Unmasked Estep 
Score: -262365.625000 Penalty: 1898.419434
	Iteration 0F: 2 clusters Score -262365.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -259700.546875 Penalty: 3796.838867
	Iteration 0F: 3 clusters Score -259700.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -260211.750000 Penalty: 3796.838867
	Iteration 1F: 3 clusters Score -260211.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -260378.171875 Penalty: 3796.838867
	Iteration 2F: 3 clusters Score -260378.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -260495.250000 Penalty: 3796.838867
	Iteration 3F: 3 clusters Score -260495.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -260570.828125 Penalty: 3796.838867
	Iteration 4Q: 3 clusters Score -260570.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -260638.937500 Penalty: 3796.838867
	Iteration 5Q: 3 clusters Score -260638.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -260699.625000 Penalty: 3796.838867
	Iteration 6Q: 3 clusters Score -260699.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -260758.390625 Penalty: 3796.838867
	Iteration 7Q: 3 clusters Score -260758.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -260794.843750 Penalty: 3796.838867
	Iteration 8Q: 3 clusters Score -260794.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -260822.734375 Penalty: 3796.838867
	Iteration 9Q: 3 clusters Score -260822.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -260840.281250 Penalty: 3796.838867
	Iteration 10Q: 3 clusters Score -260840.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -260852.281250 Penalty: 3796.838867
	Iteration 11Q: 3 clusters Score -260852.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -260866.265625 Penalty: 3796.838867
	Iteration 12Q: 3 clusters Score -260866.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -260880.093750 Penalty: 3796.838867
	Iteration 13Q: 3 clusters Score -260880.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -260903.593750 Penalty: 3796.838867
	Iteration 14Q: 3 clusters Score -260903.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -260920.750000 Penalty: 3796.838867
	Iteration 15Q: 3 clusters Score -260920.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -260934.515625 Penalty: 3796.838867
	Iteration 16Q: 3 clusters Score -260934.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -260949.984375 Penalty: 3796.838867
	Iteration 17Q: 3 clusters Score -260950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -260962.218750 Penalty: 3796.838867
	Iteration 18Q: 3 clusters Score -260962.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -260975.187500 Penalty: 3796.838867
	Iteration 19Q: 3 clusters Score -260975.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -260987.203125 Penalty: 3796.838867
	Iteration 20F: 3 clusters Score -260987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -260998.328125 Penalty: 3796.838867
	Iteration 21Q: 3 clusters Score -260998.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -261020.031250 Penalty: 3796.838867
	Iteration 22Q: 3 clusters Score -261020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -261044.062500 Penalty: 3796.838867
	Iteration 23Q: 3 clusters Score -261044.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -261056.718750 Penalty: 3796.838867
	Iteration 24Q: 3 clusters Score -261056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -261062.562500 Penalty: 3796.838867
	Iteration 25Q: 3 clusters Score -261062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -261065.140625 Penalty: 3796.838867
	Iteration 26Q: 3 clusters Score -261065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -261067.078125 Penalty: 3796.838867
	Iteration 27Q: 3 clusters Score -261067.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -261070.328125 Penalty: 3796.838867
	Iteration 28Q: 3 clusters Score -261070.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -261072.984375 Penalty: 3796.838867
	Iteration 29Q: 3 clusters Score -261073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -261075.953125 Penalty: 3796.838867
	Iteration 30Q: 3 clusters Score -261076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -261079.218750 Penalty: 3796.838867
	Iteration 31Q: 3 clusters Score -261079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -261082.406250 Penalty: 3796.838867
	Iteration 32Q: 3 clusters Score -261082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -261083.875000 Penalty: 3796.838867
	Iteration 33Q: 3 clusters Score -261083.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -261084.750000 Penalty: 3796.838867
	Iteration 34Q: 3 clusters Score -261084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -261088.656250 Penalty: 3796.838867
	Iteration 35Q: 3 clusters Score -261088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -261090.718750 Penalty: 3796.838867
	Iteration 36Q: 3 clusters Score -261090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -261092.796875 Penalty: 3796.838867
	Iteration 37Q: 3 clusters Score -261092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -261094.546875 Penalty: 3796.838867
	Iteration 38Q: 3 clusters Score -261094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -261096.171875 Penalty: 3796.838867
	Iteration 39Q: 3 clusters Score -261096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -261097.734375 Penalty: 3796.838867
	Iteration 40F: 3 clusters Score -261097.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -312225.718750 Penalty: 1958.437256
	Iteration 0F: 2 clusters Score -312225.7 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 1364 members 
Entering Unmasked Estep 
Score: -309239.156250 Penalty: 3916.874512
	Iteration 0F: 3 clusters Score -309239.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -310004.437500 Penalty: 3916.874512
	Iteration 1F: 3 clusters Score -310004.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -310265.281250 Penalty: 3916.874512
	Iteration 2F: 3 clusters Score -310265.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -310478.468750 Penalty: 3916.874512
	Iteration 3F: 3 clusters Score -310478.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -310686.906250 Penalty: 3916.874512
	Iteration 4F: 3 clusters Score -310686.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -310854.312500 Penalty: 3916.874512
	Iteration 5F: 3 clusters Score -310854.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -310966.187500 Penalty: 3916.874512
	Iteration 6Q: 3 clusters Score -310966.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -311046.437500 Penalty: 3916.874512
	Iteration 7Q: 3 clusters Score -311046.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -311118.218750 Penalty: 3916.874512
	Iteration 8Q: 3 clusters Score -311118.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -311164.343750 Penalty: 3916.874512
	Iteration 9Q: 3 clusters Score -311164.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -311189.312500 Penalty: 3916.874512
	Iteration 10Q: 3 clusters Score -311189.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -311209.625000 Penalty: 3916.874512
	Iteration 11Q: 3 clusters Score -311209.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -311225.812500 Penalty: 3916.874512
	Iteration 12Q: 3 clusters Score -311225.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -311240.843750 Penalty: 3916.874512
	Iteration 13Q: 3 clusters Score -311240.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -311251.656250 Penalty: 3916.874512
	Iteration 14Q: 3 clusters Score -311251.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -311263.718750 Penalty: 3916.874512
	Iteration 15Q: 3 clusters Score -311263.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -311272.500000 Penalty: 3916.874512
	Iteration 16Q: 3 clusters Score -311272.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -311277.125000 Penalty: 3916.874512
	Iteration 17Q: 3 clusters Score -311277.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -311281.656250 Penalty: 3916.874512
	Iteration 18Q: 3 clusters Score -311281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -311284.406250 Penalty: 3916.874512
	Iteration 19Q: 3 clusters Score -311284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -311286.343750 Penalty: 3916.874512
	Iteration 20F: 3 clusters Score -311286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -311288.375000 Penalty: 3916.874512
	Iteration 21Q: 3 clusters Score -311288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -311290.093750 Penalty: 3916.874512
	Iteration 22Q: 3 clusters Score -311290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -311290.750000 Penalty: 3916.874512
	Iteration 23Q: 3 clusters Score -311290.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -311290.750000 Penalty: 3916.874512
	Iteration 24F: 3 clusters Score -311290.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -372693.906250 Penalty: 1996.257935
	Iteration 0F: 2 clusters Score -372693.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -369386.156250 Penalty: 3992.515869
	Iteration 0F: 3 clusters Score -369386.2 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -370131.312500 Penalty: 3992.515869
	Iteration 1F: 3 clusters Score -370131.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -370322.281250 Penalty: 3992.515869
	Iteration 2F: 3 clusters Score -370322.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -370447.343750 Penalty: 3992.515869
	Iteration 3F: 3 clusters Score -370447.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -370534.875000 Penalty: 3992.515869
	Iteration 4Q: 3 clusters Score -370534.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -370579.031250 Penalty: 3992.515869
	Iteration 5Q: 3 clusters Score -370579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -370618.406250 Penalty: 3992.515869
	Iteration 6Q: 3 clusters Score -370618.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -370672.625000 Penalty: 3992.515869
	Iteration 7Q: 3 clusters Score -370672.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -370732.718750 Penalty: 3992.515869
	Iteration 8Q: 3 clusters Score -370732.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -370770.468750 Penalty: 3992.515869
	Iteration 9Q: 3 clusters Score -370770.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -370814.562500 Penalty: 3992.515869
	Iteration 10Q: 3 clusters Score -370814.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -370862.062500 Penalty: 3992.515869
	Iteration 11Q: 3 clusters Score -370862.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -370910.062500 Penalty: 3992.515869
	Iteration 12Q: 3 clusters Score -370910.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -370955.031250 Penalty: 3992.515869
	Iteration 13Q: 3 clusters Score -370955 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -370999.687500 Penalty: 3992.515869
	Iteration 14Q: 3 clusters Score -370999.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -371040.656250 Penalty: 3992.515869
	Iteration 15Q: 3 clusters Score -371040.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -371072.500000 Penalty: 3992.515869
	Iteration 16Q: 3 clusters Score -371072.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -371113.000000 Penalty: 3992.515869
	Iteration 17Q: 3 clusters Score -371113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -371147.968750 Penalty: 3992.515869
	Iteration 18Q: 3 clusters Score -371148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -371185.031250 Penalty: 3992.515869
	Iteration 19Q: 3 clusters Score -371185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -371229.281250 Penalty: 3992.515869
	Iteration 20F: 3 clusters Score -371229.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -371268.937500 Penalty: 3992.515869
	Iteration 21Q: 3 clusters Score -371268.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -371304.093750 Penalty: 3992.515869
	Iteration 22Q: 3 clusters Score -371304.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -371350.031250 Penalty: 3992.515869
	Iteration 23Q: 3 clusters Score -371350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -371384.000000 Penalty: 3992.515869
	Iteration 24Q: 3 clusters Score -371384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -371416.812500 Penalty: 3992.515869
	Iteration 25Q: 3 clusters Score -371416.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -371432.031250 Penalty: 3992.515869
	Iteration 26Q: 3 clusters Score -371432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -371448.250000 Penalty: 3992.515869
	Iteration 27Q: 3 clusters Score -371448.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -371462.812500 Penalty: 3992.515869
	Iteration 28Q: 3 clusters Score -371462.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -371476.000000 Penalty: 3992.515869
	Iteration 29Q: 3 clusters Score -371476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -371483.156250 Penalty: 3992.515869
	Iteration 30Q: 3 clusters Score -371483.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -371489.875000 Penalty: 3992.515869
	Iteration 31Q: 3 clusters Score -371489.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -371494.656250 Penalty: 3992.515869
	Iteration 32Q: 3 clusters Score -371494.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -371496.843750 Penalty: 3992.515869
	Iteration 33Q: 3 clusters Score -371496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -371498.031250 Penalty: 3992.515869
	Iteration 34Q: 3 clusters Score -371498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -371499.125000 Penalty: 3992.515869
	Iteration 35Q: 3 clusters Score -371499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -371499.593750 Penalty: 3992.515869
	Iteration 36Q: 3 clusters Score -371499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -371499.968750 Penalty: 3992.515869
	Iteration 37Q: 3 clusters Score -371500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -371500.968750 Penalty: 3992.515869
	Iteration 38Q: 3 clusters Score -371501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -371501.281250 Penalty: 3992.515869
	Iteration 39Q: 3 clusters Score -371501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -371502.218750 Penalty: 3992.515869
	Iteration 40F: 3 clusters Score -371502.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105400 members 
Entering Unmasked Estep 
Score: -13290907.000000 Penalty: 2868.248535
	Iteration 0F: 2 clusters Score -1.329091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -13220445.000000 Penalty: 5736.497070
	Iteration 0F: 3 clusters Score -1.322044e+07 nChanged 49885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -13249087.000000 Penalty: 5736.497070
	Iteration 1F: 3 clusters Score -1.324909e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -13250197.000000 Penalty: 5736.497070
	Iteration 2Q: 3 clusters Score -1.32502e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -13251438.000000 Penalty: 5736.497070
	Iteration 3Q: 3 clusters Score -1.325144e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -13253164.000000 Penalty: 5736.497070
	Iteration 4Q: 3 clusters Score -1.325316e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -13255139.000000 Penalty: 5736.497070
	Iteration 5Q: 3 clusters Score -1.325514e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -13257289.000000 Penalty: 5736.497070
	Iteration 6F: 3 clusters Score -1.325729e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -13259704.000000 Penalty: 5736.497070
	Iteration 7F: 3 clusters Score -1.32597e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -13262172.000000 Penalty: 5736.497070
	Iteration 8F: 3 clusters Score -1.326217e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -13264664.000000 Penalty: 5736.497070
	Iteration 9F: 3 clusters Score -1.326466e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -13267327.000000 Penalty: 5736.497070
	Iteration 10F: 3 clusters Score -1.326733e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -13270437.000000 Penalty: 5736.497070
	Iteration 11F: 3 clusters Score -1.327044e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -13273618.000000 Penalty: 5736.497070
	Iteration 12F: 3 clusters Score -1.327362e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -13276910.000000 Penalty: 5736.497070
	Iteration 13Q: 3 clusters Score -1.327691e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 92349 members 
Entering Unmasked Estep 
Score: -13280025.000000 Penalty: 5736.497070
	Iteration 14Q: 3 clusters Score -1.328002e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -13282746.000000 Penalty: 5736.497070
	Iteration 15Q: 3 clusters Score -1.328275e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -13284856.000000 Penalty: 5736.497070
	Iteration 16Q: 3 clusters Score -1.328486e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -13286283.000000 Penalty: 5736.497070
	Iteration 17Q: 3 clusters Score -1.328628e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -13287166.000000 Penalty: 5736.497070
	Iteration 18Q: 3 clusters Score -1.328717e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 103561 members 
Entering Unmasked Estep 
Score: -13287637.000000 Penalty: 5736.497070
	Iteration 19Q: 3 clusters Score -1.328764e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 103998 members 
Entering Unmasked Estep 
Score: -13288023.000000 Penalty: 5736.497070
	Iteration 20F: 3 clusters Score -1.328802e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -13288211.000000 Penalty: 5736.497070
	Iteration 21Q: 3 clusters Score -1.328821e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -13288335.000000 Penalty: 5736.497070
	Iteration 22Q: 3 clusters Score -1.328834e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -13288381.000000 Penalty: 5736.497070
	Iteration 23Q: 3 clusters Score -1.328838e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 104508 members 
Entering Unmasked Estep 
Score: -13288405.000000 Penalty: 5736.497070
	Iteration 24Q: 3 clusters Score -1.32884e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -13288423.000000 Penalty: 5736.497070
	Iteration 25Q: 3 clusters Score -1.328842e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 104579 members 
Entering Unmasked Estep 
Score: -13288467.000000 Penalty: 5736.497070
	Iteration 26Q: 3 clusters Score -1.328847e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 104610 members 
Entering Unmasked Estep 
Score: -13288464.000000 Penalty: 5736.497070
	Iteration 27Q: 3 clusters Score -1.328846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 104628 members 
Entering Unmasked Estep 
Score: -13288482.000000 Penalty: 5736.497070
	Iteration 28Q: 3 clusters Score -1.328848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 104646 members 
Entering Unmasked Estep 
Score: -13288479.000000 Penalty: 5736.497070
	Iteration 29Q: 3 clusters Score -1.328848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -13288505.000000 Penalty: 5736.497070
	Iteration 30Q: 3 clusters Score -1.32885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 104684 members 
Entering Unmasked Estep 
Score: -13288503.000000 Penalty: 5736.497070
	Iteration 31Q: 3 clusters Score -1.32885e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 104693 members 
Entering Unmasked Estep 
Score: -13288512.000000 Penalty: 5736.497070
	Iteration 32Q: 3 clusters Score -1.328851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
Score: -13288522.000000 Penalty: 5736.497070
	Iteration 33Q: 3 clusters Score -1.328852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -13288522.000000 Penalty: 5736.497070
	Iteration 34Q: 3 clusters Score -1.328852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 104703 members 
Entering Unmasked Estep 
Score: -13288534.000000 Penalty: 5736.497070
	Iteration 35Q: 3 clusters Score -1.328853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -13288541.000000 Penalty: 5736.497070
	Iteration 36Q: 3 clusters Score -1.328854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -13288550.000000 Penalty: 5736.497070
	Iteration 37Q: 3 clusters Score -1.328855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 104718 members 
Entering Unmasked Estep 
Score: -13288547.000000 Penalty: 5736.497070
	Iteration 38Q: 3 clusters Score -1.328855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -13288552.000000 Penalty: 5736.497070
	Iteration 39Q: 3 clusters Score -1.328855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -13288557.000000 Penalty: 5736.497070
	Iteration 40F: 3 clusters Score -1.328856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -13288544.000000 Penalty: 5736.497070
	Iteration 41Q: 3 clusters Score -1.328854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 104734 members 
Entering Unmasked Estep 
Score: -13288553.000000 Penalty: 5736.497070
	Iteration 42Q: 3 clusters Score -1.328855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -13288558.000000 Penalty: 5736.497070
	Iteration 43Q: 3 clusters Score -1.328856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -13288553.000000 Penalty: 5736.497070
	Iteration 44Q: 3 clusters Score -1.328855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -13288553.000000 Penalty: 5736.497070
	Iteration 45F: 3 clusters Score -1.328855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Entering Unmasked Estep 
Score: -3068347.000000 Penalty: 2506.545898
	Iteration 0F: 2 clusters Score -3068347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3051375.750000 Penalty: 5013.091797
	Iteration 0F: 3 clusters Score -3051376 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3057415.250000 Penalty: 5013.091797
	Iteration 1F: 3 clusters Score -3057415 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3058268.750000 Penalty: 5013.091797
	Iteration 2F: 3 clusters Score -3058269 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3059281.500000 Penalty: 5013.091797
	Iteration 3F: 3 clusters Score -3059282 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3060614.750000 Penalty: 5013.091797
	Iteration 4F: 3 clusters Score -3060615 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3062208.250000 Penalty: 5013.091797
	Iteration 5F: 3 clusters Score -3062208 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3064015.500000 Penalty: 5013.091797
	Iteration 6F: 3 clusters Score -3064016 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3065333.000000 Penalty: 5013.091797
	Iteration 7F: 3 clusters Score -3065333 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3066241.750000 Penalty: 5013.091797
	Iteration 8F: 3 clusters Score -3066242 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3066825.250000 Penalty: 5013.091797
	Iteration 9Q: 3 clusters Score -3066825 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3067215.000000 Penalty: 5013.091797
	Iteration 10Q: 3 clusters Score -3067215 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3067557.000000 Penalty: 5013.091797
	Iteration 11Q: 3 clusters Score -3067557 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3067853.750000 Penalty: 5013.091797
	Iteration 12Q: 3 clusters Score -3067854 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3068069.250000 Penalty: 5013.091797
	Iteration 13Q: 3 clusters Score -3068069 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3068250.750000 Penalty: 5013.091797
	Iteration 14Q: 3 clusters Score -3068251 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3068355.000000 Penalty: 5013.091797
	Iteration 15Q: 3 clusters Score -3068355 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3068424.500000 Penalty: 5013.091797
	Iteration 16Q: 3 clusters Score -3068424 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3068460.250000 Penalty: 5013.091797
	Iteration 17Q: 3 clusters Score -3068460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3068482.250000 Penalty: 5013.091797
	Iteration 18Q: 3 clusters Score -3068482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3068495.500000 Penalty: 5013.091797
	Iteration 19Q: 3 clusters Score -3068496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3068515.250000 Penalty: 5013.091797
	Iteration 20F: 3 clusters Score -3068515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3068522.000000 Penalty: 5013.091797
	Iteration 21Q: 3 clusters Score -3068522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3068531.750000 Penalty: 5013.091797
	Iteration 22Q: 3 clusters Score -3068532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3068536.250000 Penalty: 5013.091797
	Iteration 23Q: 3 clusters Score -3068536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3068546.000000 Penalty: 5013.091797
	Iteration 24Q: 3 clusters Score -3068546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3068558.250000 Penalty: 5013.091797
	Iteration 25Q: 3 clusters Score -3068558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3068554.250000 Penalty: 5013.091797
	Iteration 26Q: 3 clusters Score -3068554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3068551.000000 Penalty: 5013.091797
	Iteration 27Q: 3 clusters Score -3068551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3068550.500000 Penalty: 5013.091797
	Iteration 28Q: 3 clusters Score -3068550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3068547.500000 Penalty: 5013.091797
	Iteration 29Q: 3 clusters Score -3068548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3068548.750000 Penalty: 5013.091797
	Iteration 30Q: 3 clusters Score -3068549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3068549.250000 Penalty: 5013.091797
	Iteration 31Q: 3 clusters Score -3068549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3068551.750000 Penalty: 5013.091797
	Iteration 32Q: 3 clusters Score -3068552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3068554.250000 Penalty: 5013.091797
	Iteration 33Q: 3 clusters Score -3068554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3068561.000000 Penalty: 5013.091797
	Iteration 34Q: 3 clusters Score -3068561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3068559.500000 Penalty: 5013.091797
	Iteration 35Q: 3 clusters Score -3068560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3068554.250000 Penalty: 5013.091797
	Iteration 36Q: 3 clusters Score -3068554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3068554.250000 Penalty: 5013.091797
	Iteration 37F: 3 clusters Score -3068554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 34770 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53143 members 
Mstep: Class 7 contains 1676 members 
Mstep: Class 8 contains 41068 members 
Mstep: Class 9 contains 156250 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 30687 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 105400 members 
Mstep: Class 19 contains 22839 members 
Mstep: Class 20 contains 8203 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71637 members 
Mstep: Class 23 contains 18659 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16664 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
Score: -77984736.000000 Penalty: 99327.773438
Splitting cluster 19 changes total score from -77985336.000000 to -77984736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Entering Unmasked Estep 
Score: -984305.125000 Penalty: 2235.039307
	Iteration 0F: 2 clusters Score -984305.1 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 4077 members 
Entering Unmasked Estep 
Score: -977863.687500 Penalty: 4470.078613
	Iteration 0F: 3 clusters Score -977863.7 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -980209.125000 Penalty: 4470.078613
	Iteration 1F: 3 clusters Score -980209.1 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -982203.562500 Penalty: 4470.078613
	Iteration 2F: 3 clusters Score -982203.6 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -984918.812500 Penalty: 4470.078613
	Iteration 3F: 3 clusters Score -984918.8 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -986549.562500 Penalty: 4470.078613
	Iteration 4F: 3 clusters Score -986549.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -987148.875000 Penalty: 4470.078613
	Iteration 5F: 3 clusters Score -987148.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -987281.500000 Penalty: 4470.078613
	Iteration 6Q: 3 clusters Score -987281.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -987321.625000 Penalty: 4470.078613
	Iteration 7Q: 3 clusters Score -987321.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -987335.375000 Penalty: 4470.078613
	Iteration 8Q: 3 clusters Score -987335.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -987339.750000 Penalty: 4470.078613
	Iteration 9Q: 3 clusters Score -987339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -987343.187500 Penalty: 4470.078613
	Iteration 10Q: 3 clusters Score -987343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -987342.312500 Penalty: 4470.078613
	Iteration 11Q: 3 clusters Score -987342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -987345.562500 Penalty: 4470.078613
	Iteration 12Q: 3 clusters Score -987345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -987346.062500 Penalty: 4470.078613
	Iteration 13Q: 3 clusters Score -987346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -987347.437500 Penalty: 4470.078613
	Iteration 14Q: 3 clusters Score -987347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -987349.187500 Penalty: 4470.078613
	Iteration 15Q: 3 clusters Score -987349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -987348.875000 Penalty: 4470.078613
	Iteration 16Q: 3 clusters Score -987348.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -987348.875000 Penalty: 4470.078613
	Iteration 17F: 3 clusters Score -987348.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 34770 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53143 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 41068 members 
Mstep: Class 9 contains 156250 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 30687 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 105400 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71637 members 
Mstep: Class 23 contains 18659 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16664 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
Score: -77987184.000000 Penalty: 99327.773438
Splitting cluster 20 changes total score from -77985336.000000 to -77987184.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -47075.976562 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -47075.98 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 221 members 
Entering Unmasked Estep 
Score: -45885.246094 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -45885.25 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46341.875000 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -46341.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46578.765625 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -46578.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46899.859375 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -46899.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46982.332031 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -46982.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47009.796875 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -47009.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47029.328125 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -47029.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47057.105469 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -47057.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47060.136719 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -47060.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47062.597656 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -47062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47064.480469 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -47064.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47065.160156 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -47065.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47067.335938 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -47067.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47071.171875 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -47071.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47071.171875 Penalty: 3027.977295
	Iteration 14F: 3 clusters Score -47071.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (71637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Entering Unmasked Estep 
Score: -9218817.000000 Penalty: 2772.482910
	Iteration 0F: 2 clusters Score -9218817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -9170726.000000 Penalty: 5544.965820
	Iteration 0F: 3 clusters Score -9170726 nChanged 33230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -9189672.000000 Penalty: 5544.965820
	Iteration 1F: 3 clusters Score -9189672 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -9190305.000000 Penalty: 5544.965820
	Iteration 2Q: 3 clusters Score -9190305 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -9190931.000000 Penalty: 5544.965820
	Iteration 3Q: 3 clusters Score -9190931 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -9191662.000000 Penalty: 5544.965820
	Iteration 4Q: 3 clusters Score -9191662 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -9192734.000000 Penalty: 5544.965820
	Iteration 5Q: 3 clusters Score -9192734 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -9194099.000000 Penalty: 5544.965820
	Iteration 6Q: 3 clusters Score -9194099 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -9196117.000000 Penalty: 5544.965820
	Iteration 7F: 3 clusters Score -9196117 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -9199143.000000 Penalty: 5544.965820
	Iteration 8F: 3 clusters Score -9199143 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -9202940.000000 Penalty: 5544.965820
	Iteration 9F: 3 clusters Score -9202940 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -9206575.000000 Penalty: 5544.965820
	Iteration 10F: 3 clusters Score -9206575 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -9209355.000000 Penalty: 5544.965820
	Iteration 11Q: 3 clusters Score -9209355 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -9211416.000000 Penalty: 5544.965820
	Iteration 12Q: 3 clusters Score -9211416 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -9212880.000000 Penalty: 5544.965820
	Iteration 13Q: 3 clusters Score -9212880 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -9213918.000000 Penalty: 5544.965820
	Iteration 14Q: 3 clusters Score -9213918 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -9214680.000000 Penalty: 5544.965820
	Iteration 15Q: 3 clusters Score -9214680 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -9215210.000000 Penalty: 5544.965820
	Iteration 16Q: 3 clusters Score -9215210 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -9215562.000000 Penalty: 5544.965820
	Iteration 17Q: 3 clusters Score -9215562 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -9215848.000000 Penalty: 5544.965820
	Iteration 18Q: 3 clusters Score -9215848 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -9216040.000000 Penalty: 5544.965820
	Iteration 19Q: 3 clusters Score -9216040 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9216228.000000 Penalty: 5544.965820
	Iteration 20F: 3 clusters Score -9216228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -9216345.000000 Penalty: 5544.965820
	Iteration 21Q: 3 clusters Score -9216345 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -9216468.000000 Penalty: 5544.965820
	Iteration 22Q: 3 clusters Score -9216468 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9216568.000000 Penalty: 5544.965820
	Iteration 23Q: 3 clusters Score -9216568 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9216617.000000 Penalty: 5544.965820
	Iteration 24Q: 3 clusters Score -9216617 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9216647.000000 Penalty: 5544.965820
	Iteration 25Q: 3 clusters Score -9216647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9216673.000000 Penalty: 5544.965820
	Iteration 26Q: 3 clusters Score -9216673 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9216708.000000 Penalty: 5544.965820
	Iteration 27Q: 3 clusters Score -9216708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9216723.000000 Penalty: 5544.965820
	Iteration 28Q: 3 clusters Score -9216723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9216723.000000 Penalty: 5544.965820
	Iteration 29Q: 3 clusters Score -9216723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9216726.000000 Penalty: 5544.965820
	Iteration 30Q: 3 clusters Score -9216726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9216751.000000 Penalty: 5544.965820
	Iteration 31Q: 3 clusters Score -9216751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9216752.000000 Penalty: 5544.965820
	Iteration 32Q: 3 clusters Score -9216752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9216751.000000 Penalty: 5544.965820
	Iteration 33Q: 3 clusters Score -9216751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9216756.000000 Penalty: 5544.965820
	Iteration 34Q: 3 clusters Score -9216756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9216777.000000 Penalty: 5544.965820
	Iteration 35Q: 3 clusters Score -9216777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -9216783.000000 Penalty: 5544.965820
	Iteration 36Q: 3 clusters Score -9216783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9216786.000000 Penalty: 5544.965820
	Iteration 37Q: 3 clusters Score -9216786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9216786.000000 Penalty: 5544.965820
	Iteration 38Q: 3 clusters Score -9216786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9216789.000000 Penalty: 5544.965820
	Iteration 39Q: 3 clusters Score -9216789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9216793.000000 Penalty: 5544.965820
	Iteration 40F: 3 clusters Score -9216793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9216792.000000 Penalty: 5544.965820
	Iteration 41Q: 3 clusters Score -9216792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9216793.000000 Penalty: 5544.965820
	Iteration 42Q: 3 clusters Score -9216793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9216793.000000 Penalty: 5544.965820
	Iteration 43Q: 3 clusters Score -9216793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9216800.000000 Penalty: 5544.965820
	Iteration 44Q: 3 clusters Score -9216800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9216808.000000 Penalty: 5544.965820
	Iteration 45Q: 3 clusters Score -9216808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9216815.000000 Penalty: 5544.965820
	Iteration 46Q: 3 clusters Score -9216815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9216800.000000 Penalty: 5544.965820
	Iteration 47Q: 3 clusters Score -9216800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9216806.000000 Penalty: 5544.965820
	Iteration 48Q: 3 clusters Score -9216806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9216814.000000 Penalty: 5544.965820
	Iteration 49Q: 3 clusters Score -9216814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9216817.000000 Penalty: 5544.965820
	Iteration 50Q: 3 clusters Score -9216817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9216815.000000 Penalty: 5544.965820
	Iteration 51Q: 3 clusters Score -9216815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9216805.000000 Penalty: 5544.965820
	Iteration 52Q: 3 clusters Score -9216805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -9216801.000000 Penalty: 5544.965820
	Iteration 53Q: 3 clusters Score -9216801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9216802.000000 Penalty: 5544.965820
	Iteration 54Q: 3 clusters Score -9216802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9216794.000000 Penalty: 5544.965820
	Iteration 55Q: 3 clusters Score -9216794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9216805.000000 Penalty: 5544.965820
	Iteration 56Q: 3 clusters Score -9216805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9216803.000000 Penalty: 5544.965820
	Iteration 57Q: 3 clusters Score -9216803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9216800.000000 Penalty: 5544.965820
	Iteration 58Q: 3 clusters Score -9216800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9216805.000000 Penalty: 5544.965820
	Iteration 59Q: 3 clusters Score -9216805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9216807.000000 Penalty: 5544.965820
	Iteration 60F: 3 clusters Score -9216807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9216800.000000 Penalty: 5544.965820
	Iteration 61Q: 3 clusters Score -9216800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9216795.000000 Penalty: 5544.965820
	Iteration 62Q: 3 clusters Score -9216795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9216795.000000 Penalty: 5544.965820
	Iteration 63F: 3 clusters Score -9216795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Entering Unmasked Estep 
Score: -2389129.000000 Penalty: 2438.852783
	Iteration 0F: 2 clusters Score -2389129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2375841.750000 Penalty: 4877.705566
	Iteration 0F: 3 clusters Score -2375842 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2380147.000000 Penalty: 4877.705566
	Iteration 1F: 3 clusters Score -2380147 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2380506.750000 Penalty: 4877.705566
	Iteration 2F: 3 clusters Score -2380507 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2380831.500000 Penalty: 4877.705566
	Iteration 3Q: 3 clusters Score -2380832 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2381095.500000 Penalty: 4877.705566
	Iteration 4Q: 3 clusters Score -2381096 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2381337.750000 Penalty: 4877.705566
	Iteration 5Q: 3 clusters Score -2381338 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2381579.250000 Penalty: 4877.705566
	Iteration 6Q: 3 clusters Score -2381579 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2381841.000000 Penalty: 4877.705566
	Iteration 7Q: 3 clusters Score -2381841 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2382120.750000 Penalty: 4877.705566
	Iteration 8Q: 3 clusters Score -2382121 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2382377.750000 Penalty: 4877.705566
	Iteration 9Q: 3 clusters Score -2382378 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2382616.750000 Penalty: 4877.705566
	Iteration 10Q: 3 clusters Score -2382617 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2382815.250000 Penalty: 4877.705566
	Iteration 11Q: 3 clusters Score -2382815 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2383037.750000 Penalty: 4877.705566
	Iteration 12Q: 3 clusters Score -2383038 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2383247.250000 Penalty: 4877.705566
	Iteration 13Q: 3 clusters Score -2383247 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2383461.250000 Penalty: 4877.705566
	Iteration 14Q: 3 clusters Score -2383461 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2383662.250000 Penalty: 4877.705566
	Iteration 15Q: 3 clusters Score -2383662 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2383843.500000 Penalty: 4877.705566
	Iteration 16Q: 3 clusters Score -2383844 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2384013.750000 Penalty: 4877.705566
	Iteration 17Q: 3 clusters Score -2384014 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2384196.500000 Penalty: 4877.705566
	Iteration 18Q: 3 clusters Score -2384196 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2384383.000000 Penalty: 4877.705566
	Iteration 19Q: 3 clusters Score -2384383 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2384576.250000 Penalty: 4877.705566
	Iteration 20F: 3 clusters Score -2384576 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2384741.750000 Penalty: 4877.705566
	Iteration 21Q: 3 clusters Score -2384742 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2384873.250000 Penalty: 4877.705566
	Iteration 22Q: 3 clusters Score -2384873 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2384979.750000 Penalty: 4877.705566
	Iteration 23Q: 3 clusters Score -2384980 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2385076.750000 Penalty: 4877.705566
	Iteration 24Q: 3 clusters Score -2385077 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2385182.750000 Penalty: 4877.705566
	Iteration 25Q: 3 clusters Score -2385183 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2385291.250000 Penalty: 4877.705566
	Iteration 26Q: 3 clusters Score -2385291 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2385395.000000 Penalty: 4877.705566
	Iteration 27Q: 3 clusters Score -2385395 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2385500.500000 Penalty: 4877.705566
	Iteration 28Q: 3 clusters Score -2385500 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2385583.250000 Penalty: 4877.705566
	Iteration 29Q: 3 clusters Score -2385583 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2385672.000000 Penalty: 4877.705566
	Iteration 30Q: 3 clusters Score -2385672 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2385779.500000 Penalty: 4877.705566
	Iteration 31Q: 3 clusters Score -2385780 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2385894.500000 Penalty: 4877.705566
	Iteration 32Q: 3 clusters Score -2385894 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2386006.750000 Penalty: 4877.705566
	Iteration 33Q: 3 clusters Score -2386007 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2386109.000000 Penalty: 4877.705566
	Iteration 34Q: 3 clusters Score -2386109 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2386212.250000 Penalty: 4877.705566
	Iteration 35Q: 3 clusters Score -2386212 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2386323.500000 Penalty: 4877.705566
	Iteration 36Q: 3 clusters Score -2386324 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2386430.250000 Penalty: 4877.705566
	Iteration 37Q: 3 clusters Score -2386430 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2386550.250000 Penalty: 4877.705566
	Iteration 38Q: 3 clusters Score -2386550 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2386670.500000 Penalty: 4877.705566
	Iteration 39Q: 3 clusters Score -2386670 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2386772.250000 Penalty: 4877.705566
	Iteration 40F: 3 clusters Score -2386772 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2386873.500000 Penalty: 4877.705566
	Iteration 41Q: 3 clusters Score -2386874 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2386950.000000 Penalty: 4877.705566
	Iteration 42Q: 3 clusters Score -2386950 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2387026.250000 Penalty: 4877.705566
	Iteration 43Q: 3 clusters Score -2387026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2387093.500000 Penalty: 4877.705566
	Iteration 44Q: 3 clusters Score -2387094 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2387147.750000 Penalty: 4877.705566
	Iteration 45Q: 3 clusters Score -2387148 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2387201.500000 Penalty: 4877.705566
	Iteration 46Q: 3 clusters Score -2387202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2387238.750000 Penalty: 4877.705566
	Iteration 47Q: 3 clusters Score -2387239 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2387265.000000 Penalty: 4877.705566
	Iteration 48Q: 3 clusters Score -2387265 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2387302.000000 Penalty: 4877.705566
	Iteration 49Q: 3 clusters Score -2387302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2387325.000000 Penalty: 4877.705566
	Iteration 50Q: 3 clusters Score -2387325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2387348.250000 Penalty: 4877.705566
	Iteration 51Q: 3 clusters Score -2387348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2387359.500000 Penalty: 4877.705566
	Iteration 52Q: 3 clusters Score -2387360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2387380.500000 Penalty: 4877.705566
	Iteration 53Q: 3 clusters Score -2387380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2387388.500000 Penalty: 4877.705566
	Iteration 54Q: 3 clusters Score -2387388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2387396.500000 Penalty: 4877.705566
	Iteration 55Q: 3 clusters Score -2387396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2387403.750000 Penalty: 4877.705566
	Iteration 56Q: 3 clusters Score -2387404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2387408.000000 Penalty: 4877.705566
	Iteration 57Q: 3 clusters Score -2387408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2387422.000000 Penalty: 4877.705566
	Iteration 58Q: 3 clusters Score -2387422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2387432.250000 Penalty: 4877.705566
	Iteration 59Q: 3 clusters Score -2387432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2387438.500000 Penalty: 4877.705566
	Iteration 60F: 3 clusters Score -2387438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2387445.750000 Penalty: 4877.705566
	Iteration 61Q: 3 clusters Score -2387446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2387457.500000 Penalty: 4877.705566
	Iteration 62Q: 3 clusters Score -2387458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2387470.500000 Penalty: 4877.705566
	Iteration 63Q: 3 clusters Score -2387470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2387487.250000 Penalty: 4877.705566
	Iteration 64Q: 3 clusters Score -2387487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2387491.500000 Penalty: 4877.705566
	Iteration 65Q: 3 clusters Score -2387492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2387495.250000 Penalty: 4877.705566
	Iteration 66Q: 3 clusters Score -2387495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2387495.750000 Penalty: 4877.705566
	Iteration 67Q: 3 clusters Score -2387496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2387496.250000 Penalty: 4877.705566
	Iteration 68Q: 3 clusters Score -2387496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2387500.750000 Penalty: 4877.705566
	Iteration 69Q: 3 clusters Score -2387501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2387505.750000 Penalty: 4877.705566
	Iteration 70Q: 3 clusters Score -2387506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2387506.500000 Penalty: 4877.705566
	Iteration 71Q: 3 clusters Score -2387506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2387506.250000 Penalty: 4877.705566
	Iteration 72Q: 3 clusters Score -2387506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2387506.750000 Penalty: 4877.705566
	Iteration 73Q: 3 clusters Score -2387507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2387509.750000 Penalty: 4877.705566
	Iteration 74Q: 3 clusters Score -2387510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2387510.000000 Penalty: 4877.705566
	Iteration 75Q: 3 clusters Score -2387510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2387507.750000 Penalty: 4877.705566
	Iteration 76Q: 3 clusters Score -2387508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2387508.000000 Penalty: 4877.705566
	Iteration 77Q: 3 clusters Score -2387508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2387509.250000 Penalty: 4877.705566
	Iteration 78Q: 3 clusters Score -2387509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2387509.250000 Penalty: 4877.705566
	Iteration 79F: 3 clusters Score -2387509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -269053.500000 Penalty: 1893.794800
	Iteration 0F: 2 clusters Score -269053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -266396.562500 Penalty: 3787.589600
	Iteration 0F: 3 clusters Score -266396.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -266878.468750 Penalty: 3787.589600
	Iteration 1F: 3 clusters Score -266878.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -267015.187500 Penalty: 3787.589600
	Iteration 2F: 3 clusters Score -267015.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -267085.687500 Penalty: 3787.589600
	Iteration 3Q: 3 clusters Score -267085.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -267130.500000 Penalty: 3787.589600
	Iteration 4Q: 3 clusters Score -267130.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -267155.875000 Penalty: 3787.589600
	Iteration 5Q: 3 clusters Score -267155.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -267176.250000 Penalty: 3787.589600
	Iteration 6Q: 3 clusters Score -267176.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267193.093750 Penalty: 3787.589600
	Iteration 7Q: 3 clusters Score -267193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -267202.781250 Penalty: 3787.589600
	Iteration 8Q: 3 clusters Score -267202.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -267210.812500 Penalty: 3787.589600
	Iteration 9Q: 3 clusters Score -267210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -267216.093750 Penalty: 3787.589600
	Iteration 10Q: 3 clusters Score -267216.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -267219.875000 Penalty: 3787.589600
	Iteration 11Q: 3 clusters Score -267219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -267221.875000 Penalty: 3787.589600
	Iteration 12Q: 3 clusters Score -267221.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -267223.500000 Penalty: 3787.589600
	Iteration 13Q: 3 clusters Score -267223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -267224.125000 Penalty: 3787.589600
	Iteration 14Q: 3 clusters Score -267224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -267224.125000 Penalty: 3787.589600
	Iteration 15F: 3 clusters Score -267224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -44377.625000 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -44377.62 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 202 members 
Entering Unmasked Estep 
Score: -43135.511719 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -43135.51 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43383.980469 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -43383.98 nChanged 41
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: -43666.886719 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -43666.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43773.539062 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -43773.54 nChanged 20
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: -43863.121094 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -43863.12 nChanged 6
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: -43880.839844 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -43880.84 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: -43895.738281 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -43895.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43901.089844 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -43901.09 nChanged 2
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: -43921.351562 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -43921.35 nChanged 8
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: -43959.113281 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -43959.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43979.285156 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -43979.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44004.023438 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -44004.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44035.371094 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -44035.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44064.546875 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -44064.55 nChanged 9
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: -44139.390625 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -44139.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44235.300781 Penalty: 2997.145996
	Iteration 15F: 3 clusters Score -44235.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44338.582031 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -44338.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44431.234375 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -44431.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44637.582031 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -44637.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44880.816406 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -44880.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44901.777344 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -44901.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44909.824219 Penalty: 2997.145996
	Iteration 21Q: 3 clusters Score -44909.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44909.824219 Penalty: 2997.145996
	Iteration 22F: 3 clusters Score -44909.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 34770 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53143 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 41068 members 
Mstep: Class 9 contains 156250 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 30687 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 105400 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71637 members 
Mstep: Class 23 contains 18659 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 157 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16664 members 
Mstep: Class 30 contains 3956 members 
Mstep: Class 31 contains 264 members 
Entering Unmasked Estep 
Score: -77985728.000000 Penalty: 102638.695312
Splitting cluster 25 changes total score from -77985336.000000 to -77985728.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (4750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Entering Unmasked Estep 
Score: -615156.250000 Penalty: 2099.542969
	Iteration 0F: 2 clusters Score -615156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -610804.375000 Penalty: 4199.085938
	Iteration 0F: 3 clusters Score -610804.4 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -611856.437500 Penalty: 4199.085938
	Iteration 1F: 3 clusters Score -611856.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -612145.625000 Penalty: 4199.085938
	Iteration 2F: 3 clusters Score -612145.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -612351.500000 Penalty: 4199.085938
	Iteration 3F: 3 clusters Score -612351.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -612560.625000 Penalty: 4199.085938
	Iteration 4F: 3 clusters Score -612560.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -612806.812500 Penalty: 4199.085938
	Iteration 5Q: 3 clusters Score -612806.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -613118.625000 Penalty: 4199.085938
	Iteration 6Q: 3 clusters Score -613118.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -613418.562500 Penalty: 4199.085938
	Iteration 7F: 3 clusters Score -613418.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -613620.187500 Penalty: 4199.085938
	Iteration 8Q: 3 clusters Score -613620.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -613750.062500 Penalty: 4199.085938
	Iteration 9Q: 3 clusters Score -613750.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -613840.062500 Penalty: 4199.085938
	Iteration 10Q: 3 clusters Score -613840.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -613911.500000 Penalty: 4199.085938
	Iteration 11Q: 3 clusters Score -613911.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -613968.437500 Penalty: 4199.085938
	Iteration 12Q: 3 clusters Score -613968.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -614010.062500 Penalty: 4199.085938
	Iteration 13Q: 3 clusters Score -614010.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -614035.250000 Penalty: 4199.085938
	Iteration 14Q: 3 clusters Score -614035.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -614056.250000 Penalty: 4199.085938
	Iteration 15Q: 3 clusters Score -614056.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -614068.687500 Penalty: 4199.085938
	Iteration 16Q: 3 clusters Score -614068.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -614084.562500 Penalty: 4199.085938
	Iteration 17Q: 3 clusters Score -614084.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -614099.437500 Penalty: 4199.085938
	Iteration 18Q: 3 clusters Score -614099.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -614114.875000 Penalty: 4199.085938
	Iteration 19Q: 3 clusters Score -614114.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -614124.937500 Penalty: 4199.085938
	Iteration 20F: 3 clusters Score -614124.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -614134.187500 Penalty: 4199.085938
	Iteration 21Q: 3 clusters Score -614134.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -614139.000000 Penalty: 4199.085938
	Iteration 22Q: 3 clusters Score -614139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -614144.312500 Penalty: 4199.085938
	Iteration 23Q: 3 clusters Score -614144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -614146.250000 Penalty: 4199.085938
	Iteration 24Q: 3 clusters Score -614146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -614148.875000 Penalty: 4199.085938
	Iteration 25Q: 3 clusters Score -614148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -614148.187500 Penalty: 4199.085938
	Iteration 26Q: 3 clusters Score -614148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -614149.875000 Penalty: 4199.085938
	Iteration 27Q: 3 clusters Score -614149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -614151.500000 Penalty: 4199.085938
	Iteration 28Q: 3 clusters Score -614151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -614152.312500 Penalty: 4199.085938
	Iteration 29Q: 3 clusters Score -614152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -614152.375000 Penalty: 4199.085938
	Iteration 30Q: 3 clusters Score -614152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -614155.187500 Penalty: 4199.085938
	Iteration 31Q: 3 clusters Score -614155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -614156.500000 Penalty: 4199.085938
	Iteration 32Q: 3 clusters Score -614156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -614156.062500 Penalty: 4199.085938
	Iteration 33Q: 3 clusters Score -614156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -614157.062500 Penalty: 4199.085938
	Iteration 34Q: 3 clusters Score -614157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -614158.125000 Penalty: 4199.085938
	Iteration 35Q: 3 clusters Score -614158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -614160.562500 Penalty: 4199.085938
	Iteration 36Q: 3 clusters Score -614160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -614161.250000 Penalty: 4199.085938
	Iteration 37Q: 3 clusters Score -614161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -614160.562500 Penalty: 4199.085938
	Iteration 38Q: 3 clusters Score -614160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -614160.625000 Penalty: 4199.085938
	Iteration 39Q: 3 clusters Score -614160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -614160.625000 Penalty: 4199.085938
	Iteration 40F: 3 clusters Score -614160.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -335073.125000 Penalty: 1979.130737
	Iteration 0F: 2 clusters Score -335073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -331876.437500 Penalty: 3958.261475
	Iteration 0F: 3 clusters Score -331876.4 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -332618.500000 Penalty: 3958.261475
	Iteration 1F: 3 clusters Score -332618.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -332840.718750 Penalty: 3958.261475
	Iteration 2F: 3 clusters Score -332840.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -332967.156250 Penalty: 3958.261475
	Iteration 3F: 3 clusters Score -332967.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -333045.562500 Penalty: 3958.261475
	Iteration 4Q: 3 clusters Score -333045.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -333118.500000 Penalty: 3958.261475
	Iteration 5Q: 3 clusters Score -333118.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -333172.656250 Penalty: 3958.261475
	Iteration 6Q: 3 clusters Score -333172.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -333223.437500 Penalty: 3958.261475
	Iteration 7Q: 3 clusters Score -333223.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -333278.343750 Penalty: 3958.261475
	Iteration 8Q: 3 clusters Score -333278.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -333331.968750 Penalty: 3958.261475
	Iteration 9Q: 3 clusters Score -333332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -333377.812500 Penalty: 3958.261475
	Iteration 10Q: 3 clusters Score -333377.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -333411.437500 Penalty: 3958.261475
	Iteration 11Q: 3 clusters Score -333411.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -333442.718750 Penalty: 3958.261475
	Iteration 12Q: 3 clusters Score -333442.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -333468.093750 Penalty: 3958.261475
	Iteration 13Q: 3 clusters Score -333468.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -333486.187500 Penalty: 3958.261475
	Iteration 14Q: 3 clusters Score -333486.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -333497.312500 Penalty: 3958.261475
	Iteration 15Q: 3 clusters Score -333497.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -333506.875000 Penalty: 3958.261475
	Iteration 16Q: 3 clusters Score -333506.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -333514.781250 Penalty: 3958.261475
	Iteration 17Q: 3 clusters Score -333514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -333524.375000 Penalty: 3958.261475
	Iteration 18Q: 3 clusters Score -333524.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -333532.968750 Penalty: 3958.261475
	Iteration 19Q: 3 clusters Score -333533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -333537.625000 Penalty: 3958.261475
	Iteration 20F: 3 clusters Score -333537.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -333542.531250 Penalty: 3958.261475
	Iteration 21Q: 3 clusters Score -333542.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -333549.468750 Penalty: 3958.261475
	Iteration 22Q: 3 clusters Score -333549.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -333559.062500 Penalty: 3958.261475
	Iteration 23Q: 3 clusters Score -333559.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -333573.312500 Penalty: 3958.261475
	Iteration 24Q: 3 clusters Score -333573.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -333584.718750 Penalty: 3958.261475
	Iteration 25Q: 3 clusters Score -333584.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -333600.625000 Penalty: 3958.261475
	Iteration 26Q: 3 clusters Score -333600.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -333613.812500 Penalty: 3958.261475
	Iteration 27Q: 3 clusters Score -333613.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -333621.750000 Penalty: 3958.261475
	Iteration 28Q: 3 clusters Score -333621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -333625.343750 Penalty: 3958.261475
	Iteration 29Q: 3 clusters Score -333625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -333628.031250 Penalty: 3958.261475
	Iteration 30Q: 3 clusters Score -333628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -333628.031250 Penalty: 3958.261475
	Iteration 31F: 3 clusters Score -333628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -402319.562500 Penalty: 1999.092285
	Iteration 0F: 2 clusters Score -402319.6 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 1582 members 
Entering Unmasked Estep 
Score: -398993.781250 Penalty: 3998.184570
	Iteration 0F: 3 clusters Score -398993.8 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -399675.781250 Penalty: 3998.184570
	Iteration 1F: 3 clusters Score -399675.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -399844.031250 Penalty: 3998.184570
	Iteration 2F: 3 clusters Score -399844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -399935.093750 Penalty: 3998.184570
	Iteration 3Q: 3 clusters Score -399935.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -399993.656250 Penalty: 3998.184570
	Iteration 4Q: 3 clusters Score -399993.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -400038.156250 Penalty: 3998.184570
	Iteration 5Q: 3 clusters Score -400038.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -400068.312500 Penalty: 3998.184570
	Iteration 6Q: 3 clusters Score -400068.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -400094.250000 Penalty: 3998.184570
	Iteration 7Q: 3 clusters Score -400094.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -400114.250000 Penalty: 3998.184570
	Iteration 8Q: 3 clusters Score -400114.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -400132.875000 Penalty: 3998.184570
	Iteration 9Q: 3 clusters Score -400132.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -400150.031250 Penalty: 3998.184570
	Iteration 10Q: 3 clusters Score -400150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -400165.156250 Penalty: 3998.184570
	Iteration 11Q: 3 clusters Score -400165.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -400185.156250 Penalty: 3998.184570
	Iteration 12Q: 3 clusters Score -400185.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -400202.812500 Penalty: 3998.184570
	Iteration 13Q: 3 clusters Score -400202.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -400217.656250 Penalty: 3998.184570
	Iteration 14Q: 3 clusters Score -400217.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -400231.312500 Penalty: 3998.184570
	Iteration 15Q: 3 clusters Score -400231.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -400246.843750 Penalty: 3998.184570
	Iteration 16Q: 3 clusters Score -400246.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -400265.437500 Penalty: 3998.184570
	Iteration 17Q: 3 clusters Score -400265.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -400281.156250 Penalty: 3998.184570
	Iteration 18Q: 3 clusters Score -400281.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -400296.781250 Penalty: 3998.184570
	Iteration 19Q: 3 clusters Score -400296.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -400306.281250 Penalty: 3998.184570
	Iteration 20F: 3 clusters Score -400306.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -400312.093750 Penalty: 3998.184570
	Iteration 21Q: 3 clusters Score -400312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -400315.375000 Penalty: 3998.184570
	Iteration 22Q: 3 clusters Score -400315.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -400321.031250 Penalty: 3998.184570
	Iteration 23Q: 3 clusters Score -400321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -400327.500000 Penalty: 3998.184570
	Iteration 24Q: 3 clusters Score -400327.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -400332.750000 Penalty: 3998.184570
	Iteration 25Q: 3 clusters Score -400332.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -400337.093750 Penalty: 3998.184570
	Iteration 26Q: 3 clusters Score -400337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -400340.312500 Penalty: 3998.184570
	Iteration 27Q: 3 clusters Score -400340.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -400347.031250 Penalty: 3998.184570
	Iteration 28Q: 3 clusters Score -400347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -400354.781250 Penalty: 3998.184570
	Iteration 29Q: 3 clusters Score -400354.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -400365.062500 Penalty: 3998.184570
	Iteration 30Q: 3 clusters Score -400365.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -400371.406250 Penalty: 3998.184570
	Iteration 31Q: 3 clusters Score -400371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -400376.375000 Penalty: 3998.184570
	Iteration 32Q: 3 clusters Score -400376.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -400381.687500 Penalty: 3998.184570
	Iteration 33Q: 3 clusters Score -400381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -400387.250000 Penalty: 3998.184570
	Iteration 34Q: 3 clusters Score -400387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -400392.937500 Penalty: 3998.184570
	Iteration 35Q: 3 clusters Score -400392.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -400398.687500 Penalty: 3998.184570
	Iteration 36Q: 3 clusters Score -400398.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -400408.187500 Penalty: 3998.184570
	Iteration 37Q: 3 clusters Score -400408.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -400418.343750 Penalty: 3998.184570
	Iteration 38Q: 3 clusters Score -400418.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -400430.093750 Penalty: 3998.184570
	Iteration 39Q: 3 clusters Score -400430.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -400441.250000 Penalty: 3998.184570
	Iteration 40F: 3 clusters Score -400441.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -400448.937500 Penalty: 3998.184570
	Iteration 41Q: 3 clusters Score -400448.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -400463.687500 Penalty: 3998.184570
	Iteration 42Q: 3 clusters Score -400463.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -400477.625000 Penalty: 3998.184570
	Iteration 43Q: 3 clusters Score -400477.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -400490.000000 Penalty: 3998.184570
	Iteration 44Q: 3 clusters Score -400490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -400505.250000 Penalty: 3998.184570
	Iteration 45Q: 3 clusters Score -400505.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -400517.468750 Penalty: 3998.184570
	Iteration 46Q: 3 clusters Score -400517.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -400534.250000 Penalty: 3998.184570
	Iteration 47Q: 3 clusters Score -400534.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -400556.937500 Penalty: 3998.184570
	Iteration 48Q: 3 clusters Score -400556.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -400584.468750 Penalty: 3998.184570
	Iteration 49Q: 3 clusters Score -400584.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -400609.843750 Penalty: 3998.184570
	Iteration 50Q: 3 clusters Score -400609.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -400643.937500 Penalty: 3998.184570
	Iteration 51Q: 3 clusters Score -400643.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -400683.500000 Penalty: 3998.184570
	Iteration 52Q: 3 clusters Score -400683.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -400715.906250 Penalty: 3998.184570
	Iteration 53Q: 3 clusters Score -400715.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -400742.187500 Penalty: 3998.184570
	Iteration 54Q: 3 clusters Score -400742.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -400767.187500 Penalty: 3998.184570
	Iteration 55Q: 3 clusters Score -400767.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -400807.437500 Penalty: 3998.184570
	Iteration 56Q: 3 clusters Score -400807.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -400867.031250 Penalty: 3998.184570
	Iteration 57Q: 3 clusters Score -400867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -400934.531250 Penalty: 3998.184570
	Iteration 58Q: 3 clusters Score -400934.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -401035.750000 Penalty: 3998.184570
	Iteration 59Q: 3 clusters Score -401035.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -401117.218750 Penalty: 3998.184570
	Iteration 60F: 3 clusters Score -401117.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -401187.937500 Penalty: 3998.184570
	Iteration 61Q: 3 clusters Score -401187.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -401259.781250 Penalty: 3998.184570
	Iteration 62Q: 3 clusters Score -401259.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -401357.062500 Penalty: 3998.184570
	Iteration 63Q: 3 clusters Score -401357.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -401469.781250 Penalty: 3998.184570
	Iteration 64Q: 3 clusters Score -401469.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -401577.281250 Penalty: 3998.184570
	Iteration 65Q: 3 clusters Score -401577.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -401680.437500 Penalty: 3998.184570
	Iteration 66Q: 3 clusters Score -401680.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -401784.406250 Penalty: 3998.184570
	Iteration 67Q: 3 clusters Score -401784.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -401883.625000 Penalty: 3998.184570
	Iteration 68Q: 3 clusters Score -401883.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -401940.187500 Penalty: 3998.184570
	Iteration 69Q: 3 clusters Score -401940.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -401989.343750 Penalty: 3998.184570
	Iteration 70Q: 3 clusters Score -401989.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -402059.531250 Penalty: 3998.184570
	Iteration 71Q: 3 clusters Score -402059.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -402119.718750 Penalty: 3998.184570
	Iteration 72Q: 3 clusters Score -402119.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -402176.343750 Penalty: 3998.184570
	Iteration 73Q: 3 clusters Score -402176.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -402231.937500 Penalty: 3998.184570
	Iteration 74Q: 3 clusters Score -402231.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -402266.093750 Penalty: 3998.184570
	Iteration 75Q: 3 clusters Score -402266.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -402295.062500 Penalty: 3998.184570
	Iteration 76Q: 3 clusters Score -402295.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -402307.468750 Penalty: 3998.184570
	Iteration 77Q: 3 clusters Score -402307.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -402321.250000 Penalty: 3998.184570
	Iteration 78Q: 3 clusters Score -402321.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -402336.843750 Penalty: 3998.184570
	Iteration 79Q: 3 clusters Score -402336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -402505.187500 Penalty: 3998.184570
	Iteration 80F: 3 clusters Score -402505.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -402761.187500 Penalty: 3998.184570
	Iteration 81Q: 3 clusters Score -402761.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -403025.718750 Penalty: 3998.184570
	Iteration 82Q: 3 clusters Score -403025.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -403276.687500 Penalty: 3998.184570
	Iteration 83Q: 3 clusters Score -403276.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -403456.281250 Penalty: 3998.184570
	Iteration 84Q: 3 clusters Score -403456.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -403535.843750 Penalty: 3998.184570
	Iteration 85Q: 3 clusters Score -403535.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -403567.343750 Penalty: 3998.184570
	Iteration 86Q: 3 clusters Score -403567.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -403574.656250 Penalty: 3998.184570
	Iteration 87Q: 3 clusters Score -403574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -403576.156250 Penalty: 3998.184570
	Iteration 88Q: 3 clusters Score -403576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -403576.875000 Penalty: 3998.184570
	Iteration 89Q: 3 clusters Score -403576.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -403579.968750 Penalty: 3998.184570
	Iteration 90F: 3 clusters Score -403580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -403581.093750 Penalty: 3998.184570
	Iteration 91Q: 3 clusters Score -403581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -403581.093750 Penalty: 3998.184570
	Iteration 92F: 3 clusters Score -403581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 34770 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53143 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 41068 members 
Mstep: Class 9 contains 156250 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 30687 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 105400 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71637 members 
Mstep: Class 23 contains 18659 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 157 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 1125 members 
Mstep: Class 29 contains 16664 members 
Mstep: Class 30 contains 3956 members 
Mstep: Class 31 contains 264 members 
Mstep: Class 32 contains 2043 members 
Entering Unmasked Estep 
Score: -77985152.000000 Penalty: 105949.625000
Splitting cluster 28 changes total score from -77985336.000000 to -77985152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (16664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Entering Unmasked Estep 
Score: -2125140.250000 Penalty: 2410.809570
	Iteration 0F: 2 clusters Score -2125140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2113244.250000 Penalty: 4821.619141
	Iteration 0F: 3 clusters Score -2113244 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2117053.500000 Penalty: 4821.619141
	Iteration 1F: 3 clusters Score -2117054 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2117401.000000 Penalty: 4821.619141
	Iteration 2F: 3 clusters Score -2117401 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2117691.250000 Penalty: 4821.619141
	Iteration 3Q: 3 clusters Score -2117691 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2117937.250000 Penalty: 4821.619141
	Iteration 4Q: 3 clusters Score -2117937 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2118191.000000 Penalty: 4821.619141
	Iteration 5Q: 3 clusters Score -2118191 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2118476.000000 Penalty: 4821.619141
	Iteration 6Q: 3 clusters Score -2118476 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2118826.250000 Penalty: 4821.619141
	Iteration 7Q: 3 clusters Score -2118826 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2119305.000000 Penalty: 4821.619141
	Iteration 8Q: 3 clusters Score -2119305 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2119860.250000 Penalty: 4821.619141
	Iteration 9F: 3 clusters Score -2119860 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2120505.500000 Penalty: 4821.619141
	Iteration 10F: 3 clusters Score -2120506 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2121207.750000 Penalty: 4821.619141
	Iteration 11Q: 3 clusters Score -2121208 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2121768.750000 Penalty: 4821.619141
	Iteration 12Q: 3 clusters Score -2121769 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2122208.250000 Penalty: 4821.619141
	Iteration 13Q: 3 clusters Score -2122208 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2122467.750000 Penalty: 4821.619141
	Iteration 14Q: 3 clusters Score -2122468 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2122619.250000 Penalty: 4821.619141
	Iteration 15Q: 3 clusters Score -2122619 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2122734.250000 Penalty: 4821.619141
	Iteration 16Q: 3 clusters Score -2122734 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2122806.000000 Penalty: 4821.619141
	Iteration 17Q: 3 clusters Score -2122806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2122861.500000 Penalty: 4821.619141
	Iteration 18Q: 3 clusters Score -2122862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2122888.000000 Penalty: 4821.619141
	Iteration 19Q: 3 clusters Score -2122888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2122909.750000 Penalty: 4821.619141
	Iteration 20F: 3 clusters Score -2122910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2122926.000000 Penalty: 4821.619141
	Iteration 21Q: 3 clusters Score -2122926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2122940.250000 Penalty: 4821.619141
	Iteration 22Q: 3 clusters Score -2122940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2122954.250000 Penalty: 4821.619141
	Iteration 23Q: 3 clusters Score -2122954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2122962.500000 Penalty: 4821.619141
	Iteration 24Q: 3 clusters Score -2122962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2122964.000000 Penalty: 4821.619141
	Iteration 25Q: 3 clusters Score -2122964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2122968.000000 Penalty: 4821.619141
	Iteration 26Q: 3 clusters Score -2122968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2122970.750000 Penalty: 4821.619141
	Iteration 27Q: 3 clusters Score -2122971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2122968.500000 Penalty: 4821.619141
	Iteration 28Q: 3 clusters Score -2122968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2122972.500000 Penalty: 4821.619141
	Iteration 29Q: 3 clusters Score -2122972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2122977.750000 Penalty: 4821.619141
	Iteration 30Q: 3 clusters Score -2122978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2122977.250000 Penalty: 4821.619141
	Iteration 31Q: 3 clusters Score -2122977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2122981.500000 Penalty: 4821.619141
	Iteration 32Q: 3 clusters Score -2122982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2122981.750000 Penalty: 4821.619141
	Iteration 33Q: 3 clusters Score -2122982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2122982.250000 Penalty: 4821.619141
	Iteration 34Q: 3 clusters Score -2122982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2122984.000000 Penalty: 4821.619141
	Iteration 35Q: 3 clusters Score -2122984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2122984.000000 Penalty: 4821.619141
	Iteration 36F: 3 clusters Score -2122984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -481261.531250 Penalty: 2054.181152
	Iteration 0F: 2 clusters Score -481261.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -477413.312500 Penalty: 4108.362305
	Iteration 0F: 3 clusters Score -477413.3 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -478434.031250 Penalty: 4108.362305
	Iteration 1F: 3 clusters Score -478434 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -478656.812500 Penalty: 4108.362305
	Iteration 2F: 3 clusters Score -478656.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -478815.062500 Penalty: 4108.362305
	Iteration 3F: 3 clusters Score -478815.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -478948.875000 Penalty: 4108.362305
	Iteration 4Q: 3 clusters Score -478948.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -479074.062500 Penalty: 4108.362305
	Iteration 5Q: 3 clusters Score -479074.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -479210.875000 Penalty: 4108.362305
	Iteration 6Q: 3 clusters Score -479210.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -479346.062500 Penalty: 4108.362305
	Iteration 7Q: 3 clusters Score -479346.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -479448.687500 Penalty: 4108.362305
	Iteration 8Q: 3 clusters Score -479448.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -479522.968750 Penalty: 4108.362305
	Iteration 9Q: 3 clusters Score -479523 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -479588.875000 Penalty: 4108.362305
	Iteration 10Q: 3 clusters Score -479588.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -479641.500000 Penalty: 4108.362305
	Iteration 11Q: 3 clusters Score -479641.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -479690.906250 Penalty: 4108.362305
	Iteration 12Q: 3 clusters Score -479690.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -479728.562500 Penalty: 4108.362305
	Iteration 13Q: 3 clusters Score -479728.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -479753.218750 Penalty: 4108.362305
	Iteration 14Q: 3 clusters Score -479753.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -479774.500000 Penalty: 4108.362305
	Iteration 15Q: 3 clusters Score -479774.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -479786.593750 Penalty: 4108.362305
	Iteration 16Q: 3 clusters Score -479786.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -479796.156250 Penalty: 4108.362305
	Iteration 17Q: 3 clusters Score -479796.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -479805.406250 Penalty: 4108.362305
	Iteration 18Q: 3 clusters Score -479805.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -479817.093750 Penalty: 4108.362305
	Iteration 19Q: 3 clusters Score -479817.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -479825.750000 Penalty: 4108.362305
	Iteration 20F: 3 clusters Score -479825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -479833.781250 Penalty: 4108.362305
	Iteration 21Q: 3 clusters Score -479833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -479840.812500 Penalty: 4108.362305
	Iteration 22Q: 3 clusters Score -479840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -479846.343750 Penalty: 4108.362305
	Iteration 23Q: 3 clusters Score -479846.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -479849.312500 Penalty: 4108.362305
	Iteration 24Q: 3 clusters Score -479849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -479853.000000 Penalty: 4108.362305
	Iteration 25Q: 3 clusters Score -479853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -479857.093750 Penalty: 4108.362305
	Iteration 26Q: 3 clusters Score -479857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -479857.031250 Penalty: 4108.362305
	Iteration 27Q: 3 clusters Score -479857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -479858.343750 Penalty: 4108.362305
	Iteration 28Q: 3 clusters Score -479858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -479858.343750 Penalty: 4108.362305
	Iteration 29F: 3 clusters Score -479858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 34770 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53143 members 
Mstep: Class 8 contains 41068 members 
Mstep: Class 9 contains 156250 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 30687 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 105400 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71637 members 
Mstep: Class 23 contains 18659 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 157 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16664 members 
Mstep: Class 30 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77986288.000000 Penalty: 102638.695312
Iteration 79Q: 32 clusters Score -7.798629e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 34210 members 
Mstep: Class 4 contains 8215 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53138 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 41045 members 
Mstep: Class 9 contains 156254 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11130 members 
Mstep: Class 12 contains 30708 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 105413 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 71619 members 
Mstep: Class 23 contains 18669 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16729 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77987192.000000 Penalty: 102638.695312
Iteration 80F: 32 clusters Score -7.798719e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 33843 members 
Mstep: Class 4 contains 8234 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53122 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 41029 members 
Mstep: Class 9 contains 156198 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11046 members 
Mstep: Class 12 contains 30722 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 105377 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 7441 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 71609 members 
Mstep: Class 23 contains 18675 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 2981 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16780 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77988528.000000 Penalty: 102638.695312
Iteration 81Q: 32 clusters Score -7.798853e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 33564 members 
Mstep: Class 4 contains 8250 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53119 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 41015 members 
Mstep: Class 9 contains 156145 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 30738 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 18 contains 105363 members 
Mstep: Class 19 contains 24511 members 
Mstep: Class 20 contains 7730 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 71594 members 
Mstep: Class 23 contains 18679 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16827 members 
Mstep: Class 30 contains 3962 members 
Mstep: Class 31 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77989256.000000 Penalty: 102638.695312
Iteration 82Q: 32 clusters Score -7.798926e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 33326 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53112 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 41002 members 
Mstep: Class 9 contains 156113 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 10870 members 
Mstep: Class 12 contains 30757 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 2739 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 105344 members 
Mstep: Class 19 contains 24507 members 
Mstep: Class 20 contains 7944 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71575 members 
Mstep: Class 23 contains 18683 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 3058 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16878 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77989984.000000 Penalty: 102638.695312
Iteration 83Q: 32 clusters Score -7.798998e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 33130 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53103 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 40987 members 
Mstep: Class 9 contains 156073 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 10796 members 
Mstep: Class 12 contains 30773 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 105318 members 
Mstep: Class 19 contains 24507 members 
Mstep: Class 20 contains 8119 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71560 members 
Mstep: Class 23 contains 18692 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 3089 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 16946 members 
Mstep: Class 30 contains 4018 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990184.000000 Penalty: 102638.695312
Iteration 84Q: 32 clusters Score -7.799018e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 32968 members 
Mstep: Class 4 contains 8282 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53095 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 40979 members 
Mstep: Class 9 contains 156039 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 10719 members 
Mstep: Class 12 contains 30795 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 2772 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 105304 members 
Mstep: Class 19 contains 24505 members 
Mstep: Class 20 contains 8256 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71548 members 
Mstep: Class 23 contains 18697 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 3114 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 17003 members 
Mstep: Class 30 contains 4039 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990168.000000 Penalty: 102638.695312
Iteration 85Q: 32 clusters Score -7.799017e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9392 members 
Mstep: Class 3 contains 32872 members 
Mstep: Class 4 contains 8291 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53098 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 40972 members 
Mstep: Class 9 contains 156003 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 10645 members 
Mstep: Class 12 contains 30815 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2105 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105280 members 
Mstep: Class 19 contains 24504 members 
Mstep: Class 20 contains 8333 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71528 members 
Mstep: Class 23 contains 18703 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 3141 members 
Mstep: Class 28 contains 3167 members 
Mstep: Class 29 contains 17053 members 
Mstep: Class 30 contains 4059 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990136.000000 Penalty: 102638.695312
Iteration 86Q: 32 clusters Score -7.799014e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9392 members 
Mstep: Class 3 contains 32777 members 
Mstep: Class 4 contains 8300 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53097 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 8 contains 40968 members 
Mstep: Class 9 contains 155994 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 10570 members 
Mstep: Class 12 contains 30825 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105275 members 
Mstep: Class 19 contains 24502 members 
Mstep: Class 20 contains 8389 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71513 members 
Mstep: Class 23 contains 18706 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 3169 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17096 members 
Mstep: Class 30 contains 4078 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990336.000000 Penalty: 102638.695312
Iteration 87Q: 32 clusters Score -7.799034e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 32689 members 
Mstep: Class 4 contains 8309 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53090 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 40962 members 
Mstep: Class 9 contains 155994 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 10490 members 
Mstep: Class 12 contains 30836 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105277 members 
Mstep: Class 19 contains 24503 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71494 members 
Mstep: Class 23 contains 18713 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17126 members 
Mstep: Class 30 contains 4082 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990304.000000 Penalty: 102638.695312
Iteration 88Q: 32 clusters Score -7.79903e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 32614 members 
Mstep: Class 4 contains 8313 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53085 members 
Mstep: Class 7 contains 2022 members 
Mstep: Class 8 contains 40958 members 
Mstep: Class 9 contains 155995 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 10398 members 
Mstep: Class 12 contains 30838 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105323 members 
Mstep: Class 19 contains 24501 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71484 members 
Mstep: Class 23 contains 18717 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17150 members 
Mstep: Class 30 contains 4087 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990256.000000 Penalty: 102638.695312
Iteration 89Q: 32 clusters Score -7.799026e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 32549 members 
Mstep: Class 4 contains 8316 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53080 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 40955 members 
Mstep: Class 9 contains 156003 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 10321 members 
Mstep: Class 12 contains 30843 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105355 members 
Mstep: Class 19 contains 24500 members 
Mstep: Class 20 contains 8512 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71471 members 
Mstep: Class 23 contains 18723 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17172 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990216.000000 Penalty: 102638.695312
Iteration 90Q: 32 clusters Score -7.799022e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 32494 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53078 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 40952 members 
Mstep: Class 9 contains 155999 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 10238 members 
Mstep: Class 12 contains 30845 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 2809 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105412 members 
Mstep: Class 19 contains 24504 members 
Mstep: Class 20 contains 8530 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71458 members 
Mstep: Class 23 contains 18725 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17190 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990296.000000 Penalty: 102638.695312
Iteration 91Q: 32 clusters Score -7.79903e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 32432 members 
Mstep: Class 4 contains 8329 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53079 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 40945 members 
Mstep: Class 9 contains 156000 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 10163 members 
Mstep: Class 12 contains 30846 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2110 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105440 members 
Mstep: Class 19 contains 24505 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71449 members 
Mstep: Class 23 contains 18731 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 3297 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 17199 members 
Mstep: Class 30 contains 4136 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990264.000000 Penalty: 102638.695312
Iteration 92Q: 32 clusters Score -7.799026e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 32370 members 
Mstep: Class 4 contains 8343 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53077 members 
Mstep: Class 7 contains 2117 members 
Mstep: Class 8 contains 40937 members 
Mstep: Class 9 contains 156011 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 30861 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 2809 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105435 members 
Mstep: Class 19 contains 24504 members 
Mstep: Class 20 contains 8578 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71438 members 
Mstep: Class 23 contains 18735 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 3330 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 17211 members 
Mstep: Class 30 contains 4155 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990360.000000 Penalty: 102638.695312
Iteration 93Q: 32 clusters Score -7.799036e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 32331 members 
Mstep: Class 4 contains 8351 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53077 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 40933 members 
Mstep: Class 9 contains 156022 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 30879 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 2812 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 105429 members 
Mstep: Class 19 contains 24503 members 
Mstep: Class 20 contains 8591 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71423 members 
Mstep: Class 23 contains 18740 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 17221 members 
Mstep: Class 30 contains 4158 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990256.000000 Penalty: 102638.695312
Iteration 94Q: 32 clusters Score -7.799026e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 32294 members 
Mstep: Class 4 contains 8356 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53071 members 
Mstep: Class 7 contains 2155 members 
Mstep: Class 8 contains 40930 members 
Mstep: Class 9 contains 156028 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 9978 members 
Mstep: Class 12 contains 30891 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 2818 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 105428 members 
Mstep: Class 19 contains 24501 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71414 members 
Mstep: Class 23 contains 18746 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 17231 members 
Mstep: Class 30 contains 4163 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990280.000000 Penalty: 102638.695312
Iteration 95Q: 32 clusters Score -7.799028e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 32267 members 
Mstep: Class 4 contains 8362 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53070 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 40923 members 
Mstep: Class 9 contains 156031 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 9923 members 
Mstep: Class 12 contains 30905 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 105432 members 
Mstep: Class 19 contains 24499 members 
Mstep: Class 20 contains 8620 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71393 members 
Mstep: Class 23 contains 18751 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 3431 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 17243 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990392.000000 Penalty: 102638.695312
Iteration 96Q: 32 clusters Score -7.799039e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 32238 members 
Mstep: Class 4 contains 8365 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53073 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 40915 members 
Mstep: Class 9 contains 156032 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 9874 members 
Mstep: Class 12 contains 30927 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 2823 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105442 members 
Mstep: Class 19 contains 24497 members 
Mstep: Class 20 contains 8632 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71374 members 
Mstep: Class 23 contains 18753 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17251 members 
Mstep: Class 30 contains 4173 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990464.000000 Penalty: 102638.695312
Iteration 97Q: 32 clusters Score -7.799046e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9396 members 
Mstep: Class 3 contains 32213 members 
Mstep: Class 4 contains 8368 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53066 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 8 contains 40913 members 
Mstep: Class 9 contains 156031 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 9831 members 
Mstep: Class 12 contains 30948 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2117 members 
Mstep: Class 16 contains 2823 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105441 members 
Mstep: Class 19 contains 24496 members 
Mstep: Class 20 contains 8645 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71361 members 
Mstep: Class 23 contains 18752 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 3486 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17258 members 
Mstep: Class 30 contains 4182 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990432.000000 Penalty: 102638.695312
Iteration 98Q: 32 clusters Score -7.799043e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9396 members 
Mstep: Class 3 contains 32193 members 
Mstep: Class 4 contains 8370 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53064 members 
Mstep: Class 7 contains 2205 members 
Mstep: Class 8 contains 40910 members 
Mstep: Class 9 contains 156039 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 9786 members 
Mstep: Class 12 contains 30968 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 2824 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105440 members 
Mstep: Class 19 contains 24493 members 
Mstep: Class 20 contains 8657 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71348 members 
Mstep: Class 23 contains 18754 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 3510 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17264 members 
Mstep: Class 30 contains 4188 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990408.000000 Penalty: 102638.695312
Iteration 99Q: 32 clusters Score -7.799041e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9396 members 
Mstep: Class 3 contains 32172 members 
Mstep: Class 4 contains 8371 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53063 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 40907 members 
Mstep: Class 9 contains 156044 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 9733 members 
Mstep: Class 12 contains 30987 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 2823 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 105456 members 
Mstep: Class 19 contains 24493 members 
Mstep: Class 20 contains 8668 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71344 members 
Mstep: Class 23 contains 18754 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17268 members 
Mstep: Class 30 contains 4195 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990376.000000 Penalty: 102638.695312
Iteration 100F: 32 clusters Score -7.799038e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 32146 members 
Mstep: Class 4 contains 8374 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53059 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 40903 members 
Mstep: Class 9 contains 156048 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 9688 members 
Mstep: Class 12 contains 31011 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 2824 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 105457 members 
Mstep: Class 19 contains 24492 members 
Mstep: Class 20 contains 8690 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71342 members 
Mstep: Class 23 contains 18758 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17268 members 
Mstep: Class 30 contains 4202 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990376.000000 Penalty: 102638.695312
Iteration 101Q: 32 clusters Score -7.799038e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9397 members 
Mstep: Class 3 contains 32127 members 
Mstep: Class 4 contains 8380 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53067 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 40900 members 
Mstep: Class 9 contains 156049 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 9625 members 
Mstep: Class 12 contains 31022 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 2825 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 18 contains 105474 members 
Mstep: Class 19 contains 24490 members 
Mstep: Class 20 contains 8705 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71338 members 
Mstep: Class 23 contains 18757 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17269 members 
Mstep: Class 30 contains 4209 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990320.000000 Penalty: 102638.695312
Iteration 102Q: 32 clusters Score -7.799032e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9396 members 
Mstep: Class 3 contains 32110 members 
Mstep: Class 4 contains 8384 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53067 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 40898 members 
Mstep: Class 9 contains 156050 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 12 contains 31034 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 18 contains 105494 members 
Mstep: Class 19 contains 24490 members 
Mstep: Class 20 contains 8717 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71324 members 
Mstep: Class 23 contains 18758 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 3577 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17274 members 
Mstep: Class 30 contains 4213 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990472.000000 Penalty: 102638.695312
Iteration 103Q: 32 clusters Score -7.799047e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 32095 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53066 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 40896 members 
Mstep: Class 9 contains 156055 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 31054 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 2831 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 105500 members 
Mstep: Class 19 contains 24492 members 
Mstep: Class 20 contains 8727 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71311 members 
Mstep: Class 23 contains 18759 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 3586 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17278 members 
Mstep: Class 30 contains 4217 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990408.000000 Penalty: 102638.695312
Iteration 104Q: 32 clusters Score -7.799041e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 32079 members 
Mstep: Class 4 contains 8390 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53065 members 
Mstep: Class 7 contains 2210 members 
Mstep: Class 8 contains 40894 members 
Mstep: Class 9 contains 156060 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 31075 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 3118 members 
Mstep: Class 18 contains 105486 members 
Mstep: Class 19 contains 24492 members 
Mstep: Class 20 contains 8736 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71302 members 
Mstep: Class 23 contains 18761 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 17284 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990344.000000 Penalty: 102638.695312
Iteration 105Q: 32 clusters Score -7.799034e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 32067 members 
Mstep: Class 4 contains 8393 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53063 members 
Mstep: Class 7 contains 2212 members 
Mstep: Class 8 contains 40893 members 
Mstep: Class 9 contains 156065 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9408 members 
Mstep: Class 12 contains 31074 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2198 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 105492 members 
Mstep: Class 19 contains 24491 members 
Mstep: Class 20 contains 8741 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71297 members 
Mstep: Class 23 contains 18765 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 3626 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 17294 members 
Mstep: Class 30 contains 4231 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990440.000000 Penalty: 102638.695312
Iteration 106Q: 32 clusters Score -7.799044e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 32054 members 
Mstep: Class 4 contains 8394 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53063 members 
Mstep: Class 7 contains 2215 members 
Mstep: Class 8 contains 40891 members 
Mstep: Class 9 contains 156072 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9350 members 
Mstep: Class 12 contains 31082 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 105510 members 
Mstep: Class 19 contains 24490 members 
Mstep: Class 20 contains 8747 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71283 members 
Mstep: Class 23 contains 18766 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 3170 members 
Mstep: Class 29 contains 17301 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990568.000000 Penalty: 102638.695312
Iteration 107Q: 32 clusters Score -7.799057e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 32043 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53065 members 
Mstep: Class 7 contains 2217 members 
Mstep: Class 8 contains 40890 members 
Mstep: Class 9 contains 156081 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9304 members 
Mstep: Class 12 contains 31093 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2210 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 105523 members 
Mstep: Class 19 contains 24489 members 
Mstep: Class 20 contains 8752 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71275 members 
Mstep: Class 23 contains 18767 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 3171 members 
Mstep: Class 29 contains 17308 members 
Mstep: Class 30 contains 4240 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990496.000000 Penalty: 102638.695312
Iteration 108Q: 32 clusters Score -7.79905e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 32033 members 
Mstep: Class 4 contains 8401 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53069 members 
Mstep: Class 7 contains 2220 members 
Mstep: Class 8 contains 40887 members 
Mstep: Class 9 contains 156088 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 31096 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 105536 members 
Mstep: Class 19 contains 24487 members 
Mstep: Class 20 contains 8757 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71265 members 
Mstep: Class 23 contains 18768 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 3171 members 
Mstep: Class 29 contains 17315 members 
Mstep: Class 30 contains 4243 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990592.000000 Penalty: 102638.695312
Iteration 109Q: 32 clusters Score -7.799059e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 32024 members 
Mstep: Class 4 contains 8409 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53073 members 
Mstep: Class 7 contains 2224 members 
Mstep: Class 8 contains 40883 members 
Mstep: Class 9 contains 156094 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9225 members 
Mstep: Class 12 contains 31107 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 105551 members 
Mstep: Class 19 contains 24486 members 
Mstep: Class 20 contains 8762 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71249 members 
Mstep: Class 23 contains 18769 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 3171 members 
Mstep: Class 29 contains 17314 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990584.000000 Penalty: 102638.695312
Iteration 110Q: 32 clusters Score -7.799058e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 32014 members 
Mstep: Class 4 contains 8420 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53074 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 40877 members 
Mstep: Class 9 contains 156099 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 31118 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2231 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 105562 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8766 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71238 members 
Mstep: Class 23 contains 18771 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 3673 members 
Mstep: Class 28 contains 3171 members 
Mstep: Class 29 contains 17315 members 
Mstep: Class 30 contains 4244 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990528.000000 Penalty: 102638.695312
Iteration 111Q: 32 clusters Score -7.799053e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 32007 members 
Mstep: Class 4 contains 8427 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53075 members 
Mstep: Class 7 contains 2234 members 
Mstep: Class 8 contains 40872 members 
Mstep: Class 9 contains 156100 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9161 members 
Mstep: Class 12 contains 31123 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 105571 members 
Mstep: Class 19 contains 24486 members 
Mstep: Class 20 contains 8768 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71230 members 
Mstep: Class 23 contains 18774 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 3680 members 
Mstep: Class 28 contains 3172 members 
Mstep: Class 29 contains 17319 members 
Mstep: Class 30 contains 4247 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990624.000000 Penalty: 102638.695312
Iteration 112Q: 32 clusters Score -7.799062e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31999 members 
Mstep: Class 4 contains 8432 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53076 members 
Mstep: Class 7 contains 2238 members 
Mstep: Class 8 contains 40866 members 
Mstep: Class 9 contains 156102 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 12 contains 31135 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2230 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 105570 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71227 members 
Mstep: Class 23 contains 18774 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3691 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17322 members 
Mstep: Class 30 contains 4251 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990600.000000 Penalty: 102638.695312
Iteration 113Q: 32 clusters Score -7.79906e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31996 members 
Mstep: Class 4 contains 8438 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53074 members 
Mstep: Class 7 contains 2242 members 
Mstep: Class 8 contains 40863 members 
Mstep: Class 9 contains 156105 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9117 members 
Mstep: Class 12 contains 31132 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 105581 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71224 members 
Mstep: Class 23 contains 18773 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 3699 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17322 members 
Mstep: Class 30 contains 4252 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990640.000000 Penalty: 102638.695312
Iteration 114Q: 32 clusters Score -7.799064e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31994 members 
Mstep: Class 4 contains 8438 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53067 members 
Mstep: Class 7 contains 2245 members 
Mstep: Class 8 contains 40863 members 
Mstep: Class 9 contains 156105 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 31139 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 2842 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 105599 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71219 members 
Mstep: Class 23 contains 18774 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 3704 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17328 members 
Mstep: Class 30 contains 4252 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990704.000000 Penalty: 102638.695312
Iteration 115Q: 32 clusters Score -7.79907e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31987 members 
Mstep: Class 4 contains 8440 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53070 members 
Mstep: Class 7 contains 2250 members 
Mstep: Class 8 contains 40860 members 
Mstep: Class 9 contains 156107 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9051 members 
Mstep: Class 12 contains 31147 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 2845 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 105624 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8768 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71215 members 
Mstep: Class 23 contains 18774 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17333 members 
Mstep: Class 30 contains 4252 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990680.000000 Penalty: 102638.695312
Iteration 116Q: 32 clusters Score -7.799068e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31983 members 
Mstep: Class 4 contains 8443 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53074 members 
Mstep: Class 7 contains 2251 members 
Mstep: Class 8 contains 40858 members 
Mstep: Class 9 contains 156107 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 9016 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 105645 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8769 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71211 members 
Mstep: Class 23 contains 18777 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17338 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990664.000000 Penalty: 102638.695312
Iteration 117Q: 32 clusters Score -7.799066e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31980 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53082 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 40851 members 
Mstep: Class 9 contains 156108 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 31164 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 105660 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8769 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71209 members 
Mstep: Class 23 contains 18780 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17344 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990576.000000 Penalty: 102638.695312
Iteration 118Q: 32 clusters Score -7.799058e+07 nChanged 78
Entering ConstructFrom: 
Score: -77990576.000000 Penalty: 102638.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -335061.312500 Penalty: 1975.971436
	Iteration 0F: 2 clusters Score -335061.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -331936.750000 Penalty: 3951.942871
	Iteration 0F: 3 clusters Score -331936.8 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -332809.625000 Penalty: 3951.942871
	Iteration 1F: 3 clusters Score -332809.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -333302.937500 Penalty: 3951.942871
	Iteration 2F: 3 clusters Score -333302.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -333789.375000 Penalty: 3951.942871
	Iteration 3F: 3 clusters Score -333789.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -334098.500000 Penalty: 3951.942871
	Iteration 4F: 3 clusters Score -334098.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -334432.343750 Penalty: 3951.942871
	Iteration 5F: 3 clusters Score -334432.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -334796.593750 Penalty: 3951.942871
	Iteration 6F: 3 clusters Score -334796.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -335118.062500 Penalty: 3951.942871
	Iteration 7F: 3 clusters Score -335118.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -335339.093750 Penalty: 3951.942871
	Iteration 8F: 3 clusters Score -335339.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -335437.687500 Penalty: 3951.942871
	Iteration 9Q: 3 clusters Score -335437.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -335509.500000 Penalty: 3951.942871
	Iteration 10Q: 3 clusters Score -335509.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -335543.531250 Penalty: 3951.942871
	Iteration 11Q: 3 clusters Score -335543.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -335586.656250 Penalty: 3951.942871
	Iteration 12Q: 3 clusters Score -335586.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -335618.375000 Penalty: 3951.942871
	Iteration 13Q: 3 clusters Score -335618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -335635.125000 Penalty: 3951.942871
	Iteration 14Q: 3 clusters Score -335635.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -335644.937500 Penalty: 3951.942871
	Iteration 15Q: 3 clusters Score -335644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -335655.156250 Penalty: 3951.942871
	Iteration 16Q: 3 clusters Score -335655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -335670.218750 Penalty: 3951.942871
	Iteration 17Q: 3 clusters Score -335670.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -335684.718750 Penalty: 3951.942871
	Iteration 18Q: 3 clusters Score -335684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -335690.968750 Penalty: 3951.942871
	Iteration 19Q: 3 clusters Score -335691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -335691.593750 Penalty: 3951.942871
	Iteration 20F: 3 clusters Score -335691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -335694.281250 Penalty: 3951.942871
	Iteration 21Q: 3 clusters Score -335694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -335700.562500 Penalty: 3951.942871
	Iteration 22Q: 3 clusters Score -335700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -335702.500000 Penalty: 3951.942871
	Iteration 23Q: 3 clusters Score -335702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -335704.656250 Penalty: 3951.942871
	Iteration 24Q: 3 clusters Score -335704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -335704.656250 Penalty: 3951.942871
	Iteration 25F: 3 clusters Score -335704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31977 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53089 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 40847 members 
Mstep: Class 9 contains 156106 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 31172 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 105667 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8771 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71207 members 
Mstep: Class 23 contains 18784 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17349 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 326 members 
Entering Unmasked Estep 
Score: -77989984.000000 Penalty: 105949.625000
Splitting cluster 1 changes total score from -77990576.000000 to -77989984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Entering Unmasked Estep 
Score: -1211426.250000 Penalty: 2268.660889
	Iteration 0F: 2 clusters Score -1211426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1204093.875000 Penalty: 4537.321777
	Iteration 0F: 3 clusters Score -1204094 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1206223.875000 Penalty: 4537.321777
	Iteration 1F: 3 clusters Score -1206224 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1206634.500000 Penalty: 4537.321777
	Iteration 2F: 3 clusters Score -1206634 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1207029.125000 Penalty: 4537.321777
	Iteration 3F: 3 clusters Score -1207029 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1207439.375000 Penalty: 4537.321777
	Iteration 4F: 3 clusters Score -1207439 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1207802.375000 Penalty: 4537.321777
	Iteration 5F: 3 clusters Score -1207802 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1208093.875000 Penalty: 4537.321777
	Iteration 6F: 3 clusters Score -1208094 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1208327.375000 Penalty: 4537.321777
	Iteration 7Q: 3 clusters Score -1208327 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1208519.125000 Penalty: 4537.321777
	Iteration 8Q: 3 clusters Score -1208519 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1208677.500000 Penalty: 4537.321777
	Iteration 9Q: 3 clusters Score -1208678 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1208816.875000 Penalty: 4537.321777
	Iteration 10Q: 3 clusters Score -1208817 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1208949.000000 Penalty: 4537.321777
	Iteration 11Q: 3 clusters Score -1208949 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1209050.750000 Penalty: 4537.321777
	Iteration 12Q: 3 clusters Score -1209051 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1209140.625000 Penalty: 4537.321777
	Iteration 13Q: 3 clusters Score -1209141 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1209218.500000 Penalty: 4537.321777
	Iteration 14Q: 3 clusters Score -1209218 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1209269.250000 Penalty: 4537.321777
	Iteration 15Q: 3 clusters Score -1209269 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1209325.875000 Penalty: 4537.321777
	Iteration 16Q: 3 clusters Score -1209326 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1209375.625000 Penalty: 4537.321777
	Iteration 17Q: 3 clusters Score -1209376 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1209433.375000 Penalty: 4537.321777
	Iteration 18Q: 3 clusters Score -1209433 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1209489.750000 Penalty: 4537.321777
	Iteration 19Q: 3 clusters Score -1209490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1209537.750000 Penalty: 4537.321777
	Iteration 20F: 3 clusters Score -1209538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1209586.250000 Penalty: 4537.321777
	Iteration 21Q: 3 clusters Score -1209586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1209632.250000 Penalty: 4537.321777
	Iteration 22Q: 3 clusters Score -1209632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1209672.500000 Penalty: 4537.321777
	Iteration 23Q: 3 clusters Score -1209672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1209719.125000 Penalty: 4537.321777
	Iteration 24Q: 3 clusters Score -1209719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1209753.375000 Penalty: 4537.321777
	Iteration 25Q: 3 clusters Score -1209753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1209785.625000 Penalty: 4537.321777
	Iteration 26Q: 3 clusters Score -1209786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1209809.875000 Penalty: 4537.321777
	Iteration 27Q: 3 clusters Score -1209810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1209839.500000 Penalty: 4537.321777
	Iteration 28Q: 3 clusters Score -1209840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1209863.625000 Penalty: 4537.321777
	Iteration 29Q: 3 clusters Score -1209864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1209882.625000 Penalty: 4537.321777
	Iteration 30Q: 3 clusters Score -1209883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1209902.875000 Penalty: 4537.321777
	Iteration 31Q: 3 clusters Score -1209903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1209913.375000 Penalty: 4537.321777
	Iteration 32Q: 3 clusters Score -1209913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1209925.625000 Penalty: 4537.321777
	Iteration 33Q: 3 clusters Score -1209926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1209931.000000 Penalty: 4537.321777
	Iteration 34Q: 3 clusters Score -1209931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1209939.500000 Penalty: 4537.321777
	Iteration 35Q: 3 clusters Score -1209940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1209944.750000 Penalty: 4537.321777
	Iteration 36Q: 3 clusters Score -1209945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1209947.375000 Penalty: 4537.321777
	Iteration 37Q: 3 clusters Score -1209947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1209951.500000 Penalty: 4537.321777
	Iteration 38Q: 3 clusters Score -1209952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1209954.500000 Penalty: 4537.321777
	Iteration 39Q: 3 clusters Score -1209954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1209958.625000 Penalty: 4537.321777
	Iteration 40F: 3 clusters Score -1209959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1209967.875000 Penalty: 4537.321777
	Iteration 41Q: 3 clusters Score -1209968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1209971.625000 Penalty: 4537.321777
	Iteration 42Q: 3 clusters Score -1209972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1209971.125000 Penalty: 4537.321777
	Iteration 43Q: 3 clusters Score -1209971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1209971.125000 Penalty: 4537.321777
	Iteration 44Q: 3 clusters Score -1209971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1209972.625000 Penalty: 4537.321777
	Iteration 45Q: 3 clusters Score -1209973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1209974.750000 Penalty: 4537.321777
	Iteration 46Q: 3 clusters Score -1209975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1209974.625000 Penalty: 4537.321777
	Iteration 47Q: 3 clusters Score -1209975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1209974.875000 Penalty: 4537.321777
	Iteration 48Q: 3 clusters Score -1209975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1209974.875000 Penalty: 4537.321777
	Iteration 49F: 3 clusters Score -1209975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Entering Unmasked Estep 
Score: -4078675.750000 Penalty: 2572.447510
	Iteration 0F: 2 clusters Score -4078676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -4056829.500000 Penalty: 5144.895020
	Iteration 0F: 3 clusters Score -4056830 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4064435.250000 Penalty: 5144.895020
	Iteration 1F: 3 clusters Score -4064435 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4064868.000000 Penalty: 5144.895020
	Iteration 2Q: 3 clusters Score -4064868 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -4065192.250000 Penalty: 5144.895020
	Iteration 3Q: 3 clusters Score -4065192 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -4065514.500000 Penalty: 5144.895020
	Iteration 4Q: 3 clusters Score -4065514 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4065829.750000 Penalty: 5144.895020
	Iteration 5Q: 3 clusters Score -4065830 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4066133.750000 Penalty: 5144.895020
	Iteration 6Q: 3 clusters Score -4066134 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -4066449.500000 Penalty: 5144.895020
	Iteration 7Q: 3 clusters Score -4066450 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4066885.500000 Penalty: 5144.895020
	Iteration 8Q: 3 clusters Score -4066886 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4067426.500000 Penalty: 5144.895020
	Iteration 9Q: 3 clusters Score -4067426 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4068014.000000 Penalty: 5144.895020
	Iteration 10Q: 3 clusters Score -4068014 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4068768.000000 Penalty: 5144.895020
	Iteration 11Q: 3 clusters Score -4068768 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4069658.500000 Penalty: 5144.895020
	Iteration 12Q: 3 clusters Score -4069658 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4070745.500000 Penalty: 5144.895020
	Iteration 13Q: 3 clusters Score -4070746 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -4071968.250000 Penalty: 5144.895020
	Iteration 14F: 3 clusters Score -4071968 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -4073228.500000 Penalty: 5144.895020
	Iteration 15F: 3 clusters Score -4073228 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4074262.750000 Penalty: 5144.895020
	Iteration 16Q: 3 clusters Score -4074263 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -4075021.000000 Penalty: 5144.895020
	Iteration 17Q: 3 clusters Score -4075021 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -4075531.750000 Penalty: 5144.895020
	Iteration 18Q: 3 clusters Score -4075532 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4075847.750000 Penalty: 5144.895020
	Iteration 19Q: 3 clusters Score -4075848 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -4076052.250000 Penalty: 5144.895020
	Iteration 20F: 3 clusters Score -4076052 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4076186.500000 Penalty: 5144.895020
	Iteration 21Q: 3 clusters Score -4076186 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4076289.500000 Penalty: 5144.895020
	Iteration 22Q: 3 clusters Score -4076290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4076347.750000 Penalty: 5144.895020
	Iteration 23Q: 3 clusters Score -4076348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4076383.250000 Penalty: 5144.895020
	Iteration 24Q: 3 clusters Score -4076383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4076408.000000 Penalty: 5144.895020
	Iteration 25Q: 3 clusters Score -4076408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4076425.750000 Penalty: 5144.895020
	Iteration 26Q: 3 clusters Score -4076426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -4076434.000000 Penalty: 5144.895020
	Iteration 27Q: 3 clusters Score -4076434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4076443.750000 Penalty: 5144.895020
	Iteration 28Q: 3 clusters Score -4076444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4076460.500000 Penalty: 5144.895020
	Iteration 29Q: 3 clusters Score -4076460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -4076469.000000 Penalty: 5144.895020
	Iteration 30Q: 3 clusters Score -4076469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4076481.000000 Penalty: 5144.895020
	Iteration 31Q: 3 clusters Score -4076481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4076488.750000 Penalty: 5144.895020
	Iteration 32Q: 3 clusters Score -4076489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4076494.250000 Penalty: 5144.895020
	Iteration 33Q: 3 clusters Score -4076494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -4076501.000000 Penalty: 5144.895020
	Iteration 34Q: 3 clusters Score -4076501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4076502.000000 Penalty: 5144.895020
	Iteration 35Q: 3 clusters Score -4076502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4076511.500000 Penalty: 5144.895020
	Iteration 36Q: 3 clusters Score -4076512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4076509.250000 Penalty: 5144.895020
	Iteration 37Q: 3 clusters Score -4076509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -4076507.750000 Penalty: 5144.895020
	Iteration 38Q: 3 clusters Score -4076508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4076514.000000 Penalty: 5144.895020
	Iteration 39Q: 3 clusters Score -4076514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4076511.500000 Penalty: 5144.895020
	Iteration 40F: 3 clusters Score -4076512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4076513.500000 Penalty: 5144.895020
	Iteration 41Q: 3 clusters Score -4076514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4076518.750000 Penalty: 5144.895020
	Iteration 42Q: 3 clusters Score -4076519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4076518.750000 Penalty: 5144.895020
	Iteration 43F: 3 clusters Score -4076519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Entering Unmasked Estep 
Score: -996746.187500 Penalty: 2242.308594
	Iteration 0F: 2 clusters Score -996746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -990065.625000 Penalty: 4484.617188
	Iteration 0F: 3 clusters Score -990065.6 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -992000.812500 Penalty: 4484.617188
	Iteration 1F: 3 clusters Score -992000.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -992376.562500 Penalty: 4484.617188
	Iteration 2F: 3 clusters Score -992376.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -992693.437500 Penalty: 4484.617188
	Iteration 3F: 3 clusters Score -992693.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -992941.125000 Penalty: 4484.617188
	Iteration 4Q: 3 clusters Score -992941.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -993130.437500 Penalty: 4484.617188
	Iteration 5Q: 3 clusters Score -993130.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -993287.875000 Penalty: 4484.617188
	Iteration 6Q: 3 clusters Score -993287.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -993418.187500 Penalty: 4484.617188
	Iteration 7Q: 3 clusters Score -993418.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -993522.500000 Penalty: 4484.617188
	Iteration 8Q: 3 clusters Score -993522.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -993633.937500 Penalty: 4484.617188
	Iteration 9Q: 3 clusters Score -993633.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -993734.625000 Penalty: 4484.617188
	Iteration 10Q: 3 clusters Score -993734.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -993832.625000 Penalty: 4484.617188
	Iteration 11Q: 3 clusters Score -993832.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -993933.812500 Penalty: 4484.617188
	Iteration 12Q: 3 clusters Score -993933.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -994052.562500 Penalty: 4484.617188
	Iteration 13Q: 3 clusters Score -994052.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -994167.312500 Penalty: 4484.617188
	Iteration 14Q: 3 clusters Score -994167.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -994282.000000 Penalty: 4484.617188
	Iteration 15Q: 3 clusters Score -994282 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -994392.250000 Penalty: 4484.617188
	Iteration 16Q: 3 clusters Score -994392.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -994470.000000 Penalty: 4484.617188
	Iteration 17Q: 3 clusters Score -994470 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -994522.062500 Penalty: 4484.617188
	Iteration 18Q: 3 clusters Score -994522.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -994573.812500 Penalty: 4484.617188
	Iteration 19Q: 3 clusters Score -994573.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -994610.062500 Penalty: 4484.617188
	Iteration 20F: 3 clusters Score -994610.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -994639.812500 Penalty: 4484.617188
	Iteration 21Q: 3 clusters Score -994639.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -994661.937500 Penalty: 4484.617188
	Iteration 22Q: 3 clusters Score -994661.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -994686.250000 Penalty: 4484.617188
	Iteration 23Q: 3 clusters Score -994686.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -994698.500000 Penalty: 4484.617188
	Iteration 24Q: 3 clusters Score -994698.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -994710.125000 Penalty: 4484.617188
	Iteration 25Q: 3 clusters Score -994710.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -994721.625000 Penalty: 4484.617188
	Iteration 26Q: 3 clusters Score -994721.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -994732.875000 Penalty: 4484.617188
	Iteration 27Q: 3 clusters Score -994732.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -994735.187500 Penalty: 4484.617188
	Iteration 28Q: 3 clusters Score -994735.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -994739.875000 Penalty: 4484.617188
	Iteration 29Q: 3 clusters Score -994739.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -994742.437500 Penalty: 4484.617188
	Iteration 30Q: 3 clusters Score -994742.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -994744.687500 Penalty: 4484.617188
	Iteration 31Q: 3 clusters Score -994744.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -994747.562500 Penalty: 4484.617188
	Iteration 32Q: 3 clusters Score -994747.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -994750.250000 Penalty: 4484.617188
	Iteration 33Q: 3 clusters Score -994750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -994753.750000 Penalty: 4484.617188
	Iteration 34Q: 3 clusters Score -994753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -994755.750000 Penalty: 4484.617188
	Iteration 35Q: 3 clusters Score -994755.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -994762.500000 Penalty: 4484.617188
	Iteration 36Q: 3 clusters Score -994762.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -994766.437500 Penalty: 4484.617188
	Iteration 37Q: 3 clusters Score -994766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -994769.625000 Penalty: 4484.617188
	Iteration 38Q: 3 clusters Score -994769.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -994779.250000 Penalty: 4484.617188
	Iteration 39Q: 3 clusters Score -994779.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -994784.625000 Penalty: 4484.617188
	Iteration 40F: 3 clusters Score -994784.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -994794.250000 Penalty: 4484.617188
	Iteration 41Q: 3 clusters Score -994794.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -994795.125000 Penalty: 4484.617188
	Iteration 42Q: 3 clusters Score -994795.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -994802.250000 Penalty: 4484.617188
	Iteration 43Q: 3 clusters Score -994802.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -994803.312500 Penalty: 4484.617188
	Iteration 44Q: 3 clusters Score -994803.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -994803.687500 Penalty: 4484.617188
	Iteration 45Q: 3 clusters Score -994803.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -994803.875000 Penalty: 4484.617188
	Iteration 46Q: 3 clusters Score -994803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -994803.875000 Penalty: 4484.617188
	Iteration 47Q: 3 clusters Score -994803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -994804.062500 Penalty: 4484.617188
	Iteration 48Q: 3 clusters Score -994804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -994805.375000 Penalty: 4484.617188
	Iteration 49Q: 3 clusters Score -994805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -994805.375000 Penalty: 4484.617188
	Iteration 50Q: 3 clusters Score -994805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -994806.500000 Penalty: 4484.617188
	Iteration 51Q: 3 clusters Score -994806.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -994806.437500 Penalty: 4484.617188
	Iteration 52Q: 3 clusters Score -994806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -994807.875000 Penalty: 4484.617188
	Iteration 53Q: 3 clusters Score -994807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -994806.187500 Penalty: 4484.617188
	Iteration 54Q: 3 clusters Score -994806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -994807.625000 Penalty: 4484.617188
	Iteration 55Q: 3 clusters Score -994807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -994806.312500 Penalty: 4484.617188
	Iteration 56Q: 3 clusters Score -994806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -994808.562500 Penalty: 4484.617188
	Iteration 57Q: 3 clusters Score -994808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -994807.375000 Penalty: 4484.617188
	Iteration 58Q: 3 clusters Score -994807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -994807.375000 Penalty: 4484.617188
	Iteration 59F: 3 clusters Score -994807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -152734.343750 Penalty: 1776.466675
	Iteration 0F: 2 clusters Score -152734.3 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 613 members 
Entering Unmasked Estep 
Score: -150599.781250 Penalty: 3552.933350
	Iteration 0F: 3 clusters Score -150599.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -151057.390625 Penalty: 3552.933350
	Iteration 1F: 3 clusters Score -151057.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -151241.625000 Penalty: 3552.933350
	Iteration 2F: 3 clusters Score -151241.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151398.890625 Penalty: 3552.933350
	Iteration 3F: 3 clusters Score -151398.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -151547.328125 Penalty: 3552.933350
	Iteration 4F: 3 clusters Score -151547.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -151749.218750 Penalty: 3552.933350
	Iteration 5F: 3 clusters Score -151749.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152032.109375 Penalty: 3552.933350
	Iteration 6F: 3 clusters Score -152032.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -152418.875000 Penalty: 3552.933350
	Iteration 7F: 3 clusters Score -152418.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -152610.593750 Penalty: 3552.933350
	Iteration 8Q: 3 clusters Score -152610.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152731.328125 Penalty: 3552.933350
	Iteration 9Q: 3 clusters Score -152731.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -152789.421875 Penalty: 3552.933350
	Iteration 10Q: 3 clusters Score -152789.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152815.421875 Penalty: 3552.933350
	Iteration 11Q: 3 clusters Score -152815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -152825.515625 Penalty: 3552.933350
	Iteration 12Q: 3 clusters Score -152825.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152835.109375 Penalty: 3552.933350
	Iteration 13Q: 3 clusters Score -152835.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152846.250000 Penalty: 3552.933350
	Iteration 14Q: 3 clusters Score -152846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152879.484375 Penalty: 3552.933350
	Iteration 15Q: 3 clusters Score -152879.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -153012.875000 Penalty: 3552.933350
	Iteration 16Q: 3 clusters Score -153012.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -153249.390625 Penalty: 3552.933350
	Iteration 17Q: 3 clusters Score -153249.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -153302.593750 Penalty: 3552.933350
	Iteration 18Q: 3 clusters Score -153302.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153336.843750 Penalty: 3552.933350
	Iteration 19Q: 3 clusters Score -153336.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -153363.218750 Penalty: 3552.933350
	Iteration 20F: 3 clusters Score -153363.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -153404.515625 Penalty: 3552.933350
	Iteration 21Q: 3 clusters Score -153404.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -153444.281250 Penalty: 3552.933350
	Iteration 22Q: 3 clusters Score -153444.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -153518.265625 Penalty: 3552.933350
	Iteration 23Q: 3 clusters Score -153518.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153537.421875 Penalty: 3552.933350
	Iteration 24Q: 3 clusters Score -153537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -153541.281250 Penalty: 3552.933350
	Iteration 25Q: 3 clusters Score -153541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -153545.859375 Penalty: 3552.933350
	Iteration 26Q: 3 clusters Score -153545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -153548.593750 Penalty: 3552.933350
	Iteration 27Q: 3 clusters Score -153548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153550.781250 Penalty: 3552.933350
	Iteration 28Q: 3 clusters Score -153550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153551.109375 Penalty: 3552.933350
	Iteration 29Q: 3 clusters Score -153551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153551.109375 Penalty: 3552.933350
	Iteration 30F: 3 clusters Score -153551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31977 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 720 members 
Mstep: Class 6 contains 53089 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 40847 members 
Mstep: Class 9 contains 156106 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 31172 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 105667 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8771 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71207 members 
Mstep: Class 23 contains 18784 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17349 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 571 members 
Entering Unmasked Estep 
Score: -77989952.000000 Penalty: 105949.625000
Splitting cluster 5 changes total score from -77990576.000000 to -77989952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (53089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Entering Unmasked Estep 
Score: -6813047.500000 Penalty: 2698.171875
	Iteration 0F: 2 clusters Score -6813048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -6777246.500000 Penalty: 5396.343750
	Iteration 0F: 3 clusters Score -6777246 nChanged 24603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -6790967.500000 Penalty: 5396.343750
	Iteration 1F: 3 clusters Score -6790968 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -6791522.000000 Penalty: 5396.343750
	Iteration 2Q: 3 clusters Score -6791522 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -6791982.500000 Penalty: 5396.343750
	Iteration 3Q: 3 clusters Score -6791982 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6792638.000000 Penalty: 5396.343750
	Iteration 4Q: 3 clusters Score -6792638 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -6793524.000000 Penalty: 5396.343750
	Iteration 5Q: 3 clusters Score -6793524 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -6794750.500000 Penalty: 5396.343750
	Iteration 6Q: 3 clusters Score -6794750 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -6796715.500000 Penalty: 5396.343750
	Iteration 7F: 3 clusters Score -6796716 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -6799398.500000 Penalty: 5396.343750
	Iteration 8F: 3 clusters Score -6799398 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -6802722.500000 Penalty: 5396.343750
	Iteration 9F: 3 clusters Score -6802722 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -6805816.000000 Penalty: 5396.343750
	Iteration 10F: 3 clusters Score -6805816 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6808236.500000 Penalty: 5396.343750
	Iteration 11Q: 3 clusters Score -6808236 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6809620.000000 Penalty: 5396.343750
	Iteration 12Q: 3 clusters Score -6809620 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6810224.000000 Penalty: 5396.343750
	Iteration 13Q: 3 clusters Score -6810224 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6810481.500000 Penalty: 5396.343750
	Iteration 14Q: 3 clusters Score -6810482 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6810606.000000 Penalty: 5396.343750
	Iteration 15Q: 3 clusters Score -6810606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6810667.500000 Penalty: 5396.343750
	Iteration 16Q: 3 clusters Score -6810668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6810691.500000 Penalty: 5396.343750
	Iteration 17Q: 3 clusters Score -6810692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6810728.500000 Penalty: 5396.343750
	Iteration 18Q: 3 clusters Score -6810728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6810733.000000 Penalty: 5396.343750
	Iteration 19Q: 3 clusters Score -6810733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6810735.000000 Penalty: 5396.343750
	Iteration 20F: 3 clusters Score -6810735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6810753.000000 Penalty: 5396.343750
	Iteration 21Q: 3 clusters Score -6810753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6810751.500000 Penalty: 5396.343750
	Iteration 22Q: 3 clusters Score -6810752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6810758.000000 Penalty: 5396.343750
	Iteration 23Q: 3 clusters Score -6810758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6810756.500000 Penalty: 5396.343750
	Iteration 24Q: 3 clusters Score -6810756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6810756.500000 Penalty: 5396.343750
	Iteration 25Q: 3 clusters Score -6810756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6810754.500000 Penalty: 5396.343750
	Iteration 26Q: 3 clusters Score -6810754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6810759.500000 Penalty: 5396.343750
	Iteration 27Q: 3 clusters Score -6810760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6810760.000000 Penalty: 5396.343750
	Iteration 28Q: 3 clusters Score -6810760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6810763.500000 Penalty: 5396.343750
	Iteration 29Q: 3 clusters Score -6810764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6810767.000000 Penalty: 5396.343750
	Iteration 30Q: 3 clusters Score -6810767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6810766.000000 Penalty: 5396.343750
	Iteration 31Q: 3 clusters Score -6810766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6810766.000000 Penalty: 5396.343750
	Iteration 32F: 3 clusters Score -6810766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -260155.609375 Penalty: 1914.454346
	Iteration 0F: 2 clusters Score -260155.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -257460.453125 Penalty: 3828.908691
	Iteration 0F: 3 clusters Score -257460.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -258052.671875 Penalty: 3828.908691
	Iteration 1F: 3 clusters Score -258052.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -258192.328125 Penalty: 3828.908691
	Iteration 2F: 3 clusters Score -258192.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -258270.218750 Penalty: 3828.908691
	Iteration 3Q: 3 clusters Score -258270.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -258352.906250 Penalty: 3828.908691
	Iteration 4Q: 3 clusters Score -258352.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -258437.437500 Penalty: 3828.908691
	Iteration 5Q: 3 clusters Score -258437.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -258522.750000 Penalty: 3828.908691
	Iteration 6Q: 3 clusters Score -258522.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -258599.796875 Penalty: 3828.908691
	Iteration 7Q: 3 clusters Score -258599.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -258684.250000 Penalty: 3828.908691
	Iteration 8Q: 3 clusters Score -258684.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -258788.312500 Penalty: 3828.908691
	Iteration 9Q: 3 clusters Score -258788.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -258890.578125 Penalty: 3828.908691
	Iteration 10Q: 3 clusters Score -258890.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -258953.359375 Penalty: 3828.908691
	Iteration 11Q: 3 clusters Score -258953.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -259002.765625 Penalty: 3828.908691
	Iteration 12Q: 3 clusters Score -259002.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -259051.265625 Penalty: 3828.908691
	Iteration 13Q: 3 clusters Score -259051.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -259074.703125 Penalty: 3828.908691
	Iteration 14Q: 3 clusters Score -259074.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -259082.421875 Penalty: 3828.908691
	Iteration 15Q: 3 clusters Score -259082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -259085.500000 Penalty: 3828.908691
	Iteration 16Q: 3 clusters Score -259085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -259088.062500 Penalty: 3828.908691
	Iteration 17Q: 3 clusters Score -259088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -259089.515625 Penalty: 3828.908691
	Iteration 18Q: 3 clusters Score -259089.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -259092.906250 Penalty: 3828.908691
	Iteration 19Q: 3 clusters Score -259092.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -259095.656250 Penalty: 3828.908691
	Iteration 20F: 3 clusters Score -259095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -259096.781250 Penalty: 3828.908691
	Iteration 21Q: 3 clusters Score -259096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -259098.796875 Penalty: 3828.908691
	Iteration 22Q: 3 clusters Score -259098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -259100.468750 Penalty: 3828.908691
	Iteration 23Q: 3 clusters Score -259100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -259100.953125 Penalty: 3828.908691
	Iteration 24Q: 3 clusters Score -259101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -259102.546875 Penalty: 3828.908691
	Iteration 25Q: 3 clusters Score -259102.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -259103.218750 Penalty: 3828.908691
	Iteration 26Q: 3 clusters Score -259103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -259104.343750 Penalty: 3828.908691
	Iteration 27Q: 3 clusters Score -259104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -259105.656250 Penalty: 3828.908691
	Iteration 28Q: 3 clusters Score -259105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -259109.031250 Penalty: 3828.908691
	Iteration 29Q: 3 clusters Score -259109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -259113.609375 Penalty: 3828.908691
	Iteration 30Q: 3 clusters Score -259113.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -259116.046875 Penalty: 3828.908691
	Iteration 31Q: 3 clusters Score -259116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -259117.484375 Penalty: 3828.908691
	Iteration 32Q: 3 clusters Score -259117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -259118.343750 Penalty: 3828.908691
	Iteration 33Q: 3 clusters Score -259118.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -259119.187500 Penalty: 3828.908691
	Iteration 34Q: 3 clusters Score -259119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -259141.781250 Penalty: 3828.908691
	Iteration 35Q: 3 clusters Score -259141.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -259177.671875 Penalty: 3828.908691
	Iteration 36Q: 3 clusters Score -259177.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -259211.406250 Penalty: 3828.908691
	Iteration 37Q: 3 clusters Score -259211.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -259228.343750 Penalty: 3828.908691
	Iteration 38Q: 3 clusters Score -259228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -259238.937500 Penalty: 3828.908691
	Iteration 39Q: 3 clusters Score -259238.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -259259.765625 Penalty: 3828.908691
	Iteration 40F: 3 clusters Score -259259.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -259266.765625 Penalty: 3828.908691
	Iteration 41Q: 3 clusters Score -259266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -259270.421875 Penalty: 3828.908691
	Iteration 42Q: 3 clusters Score -259270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -259274.015625 Penalty: 3828.908691
	Iteration 43Q: 3 clusters Score -259274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -259277.265625 Penalty: 3828.908691
	Iteration 44Q: 3 clusters Score -259277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -259278.765625 Penalty: 3828.908691
	Iteration 45Q: 3 clusters Score -259278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -259279.875000 Penalty: 3828.908691
	Iteration 46Q: 3 clusters Score -259279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -259280.609375 Penalty: 3828.908691
	Iteration 47Q: 3 clusters Score -259280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -259283.000000 Penalty: 3828.908691
	Iteration 48Q: 3 clusters Score -259283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -259286.203125 Penalty: 3828.908691
	Iteration 49Q: 3 clusters Score -259286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -259286.656250 Penalty: 3828.908691
	Iteration 50Q: 3 clusters Score -259286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -259286.656250 Penalty: 3828.908691
	Iteration 51F: 3 clusters Score -259286.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Entering Unmasked Estep 
Score: -5187052.500000 Penalty: 2633.162109
	Iteration 0F: 2 clusters Score -5187052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -5159403.000000 Penalty: 5266.324219
	Iteration 0F: 3 clusters Score -5159403 nChanged 18680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -5169865.000000 Penalty: 5266.324219
	Iteration 1F: 3 clusters Score -5169865 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -5170597.500000 Penalty: 5266.324219
	Iteration 2Q: 3 clusters Score -5170598 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -5171522.000000 Penalty: 5266.324219
	Iteration 3F: 3 clusters Score -5171522 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -5172554.000000 Penalty: 5266.324219
	Iteration 4F: 3 clusters Score -5172554 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5173638.500000 Penalty: 5266.324219
	Iteration 5F: 3 clusters Score -5173638 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -5174680.500000 Penalty: 5266.324219
	Iteration 6F: 3 clusters Score -5174680 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -5175660.500000 Penalty: 5266.324219
	Iteration 7F: 3 clusters Score -5175660 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -5176718.500000 Penalty: 5266.324219
	Iteration 8Q: 3 clusters Score -5176718 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5177792.500000 Penalty: 5266.324219
	Iteration 9Q: 3 clusters Score -5177792 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -5179020.500000 Penalty: 5266.324219
	Iteration 10Q: 3 clusters Score -5179020 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -5180281.000000 Penalty: 5266.324219
	Iteration 11Q: 3 clusters Score -5180281 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -5181388.000000 Penalty: 5266.324219
	Iteration 12Q: 3 clusters Score -5181388 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -5182088.000000 Penalty: 5266.324219
	Iteration 13Q: 3 clusters Score -5182088 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -5182613.000000 Penalty: 5266.324219
	Iteration 14Q: 3 clusters Score -5182613 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5182971.500000 Penalty: 5266.324219
	Iteration 15Q: 3 clusters Score -5182972 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5183275.000000 Penalty: 5266.324219
	Iteration 16Q: 3 clusters Score -5183275 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -5183511.000000 Penalty: 5266.324219
	Iteration 17Q: 3 clusters Score -5183511 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5183811.000000 Penalty: 5266.324219
	Iteration 18Q: 3 clusters Score -5183811 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -5184052.000000 Penalty: 5266.324219
	Iteration 19Q: 3 clusters Score -5184052 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -5184233.500000 Penalty: 5266.324219
	Iteration 20F: 3 clusters Score -5184234 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5184381.500000 Penalty: 5266.324219
	Iteration 21Q: 3 clusters Score -5184382 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5184540.500000 Penalty: 5266.324219
	Iteration 22Q: 3 clusters Score -5184540 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -5184647.500000 Penalty: 5266.324219
	Iteration 23Q: 3 clusters Score -5184648 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5184734.500000 Penalty: 5266.324219
	Iteration 24Q: 3 clusters Score -5184734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -5184783.500000 Penalty: 5266.324219
	Iteration 25Q: 3 clusters Score -5184784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -5184841.000000 Penalty: 5266.324219
	Iteration 26Q: 3 clusters Score -5184841 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -5184877.500000 Penalty: 5266.324219
	Iteration 27Q: 3 clusters Score -5184878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5184920.000000 Penalty: 5266.324219
	Iteration 28Q: 3 clusters Score -5184920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -5184965.000000 Penalty: 5266.324219
	Iteration 29Q: 3 clusters Score -5184965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -5184979.000000 Penalty: 5266.324219
	Iteration 30Q: 3 clusters Score -5184979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -5185005.500000 Penalty: 5266.324219
	Iteration 31Q: 3 clusters Score -5185006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -5185018.500000 Penalty: 5266.324219
	Iteration 32Q: 3 clusters Score -5185018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -5185032.500000 Penalty: 5266.324219
	Iteration 33Q: 3 clusters Score -5185032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -5185067.500000 Penalty: 5266.324219
	Iteration 34Q: 3 clusters Score -5185068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -5185081.500000 Penalty: 5266.324219
	Iteration 35Q: 3 clusters Score -5185082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -5185094.000000 Penalty: 5266.324219
	Iteration 36Q: 3 clusters Score -5185094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -5185114.500000 Penalty: 5266.324219
	Iteration 37Q: 3 clusters Score -5185114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5185121.500000 Penalty: 5266.324219
	Iteration 38Q: 3 clusters Score -5185122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -5185145.000000 Penalty: 5266.324219
	Iteration 39Q: 3 clusters Score -5185145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -5185143.500000 Penalty: 5266.324219
	Iteration 40F: 3 clusters Score -5185144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -5185142.500000 Penalty: 5266.324219
	Iteration 41Q: 3 clusters Score -5185142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5185148.500000 Penalty: 5266.324219
	Iteration 42Q: 3 clusters Score -5185148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5185153.000000 Penalty: 5266.324219
	Iteration 43Q: 3 clusters Score -5185153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5185159.000000 Penalty: 5266.324219
	Iteration 44Q: 3 clusters Score -5185159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -5185166.500000 Penalty: 5266.324219
	Iteration 45Q: 3 clusters Score -5185166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5185166.000000 Penalty: 5266.324219
	Iteration 46Q: 3 clusters Score -5185166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -5185163.000000 Penalty: 5266.324219
	Iteration 47Q: 3 clusters Score -5185163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -5185167.000000 Penalty: 5266.324219
	Iteration 48Q: 3 clusters Score -5185167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5185166.500000 Penalty: 5266.324219
	Iteration 49Q: 3 clusters Score -5185166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -5185168.000000 Penalty: 5266.324219
	Iteration 50Q: 3 clusters Score -5185168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5185171.500000 Penalty: 5266.324219
	Iteration 51Q: 3 clusters Score -5185172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -5185171.500000 Penalty: 5266.324219
	Iteration 52Q: 3 clusters Score -5185172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -5185173.500000 Penalty: 5266.324219
	Iteration 53Q: 3 clusters Score -5185174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5185173.500000 Penalty: 5266.324219
	Iteration 54Q: 3 clusters Score -5185174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -5185171.000000 Penalty: 5266.324219
	Iteration 55Q: 3 clusters Score -5185171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -5185173.500000 Penalty: 5266.324219
	Iteration 56Q: 3 clusters Score -5185174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -5185179.500000 Penalty: 5266.324219
	Iteration 57Q: 3 clusters Score -5185180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -5185186.500000 Penalty: 5266.324219
	Iteration 58Q: 3 clusters Score -5185186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -5185189.500000 Penalty: 5266.324219
	Iteration 59Q: 3 clusters Score -5185190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -5185187.500000 Penalty: 5266.324219
	Iteration 60F: 3 clusters Score -5185188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -5185190.000000 Penalty: 5266.324219
	Iteration 61Q: 3 clusters Score -5185190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -5185190.000000 Penalty: 5266.324219
	Iteration 62Q: 3 clusters Score -5185190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -5185190.000000 Penalty: 5266.324219
	Iteration 63Q: 3 clusters Score -5185190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5185192.500000 Penalty: 5266.324219
	Iteration 64Q: 3 clusters Score -5185192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5185189.000000 Penalty: 5266.324219
	Iteration 65Q: 3 clusters Score -5185189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -5185195.000000 Penalty: 5266.324219
	Iteration 66Q: 3 clusters Score -5185195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -5185192.000000 Penalty: 5266.324219
	Iteration 67Q: 3 clusters Score -5185192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -5185187.500000 Penalty: 5266.324219
	Iteration 68Q: 3 clusters Score -5185188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5185189.000000 Penalty: 5266.324219
	Iteration 69Q: 3 clusters Score -5185189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5185189.000000 Penalty: 5266.324219
	Iteration 70F: 3 clusters Score -5185189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156106 members 
Entering Unmasked Estep 
Score: -19997452.000000 Penalty: 2965.656006
	Iteration 0F: 2 clusters Score -1.999745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -19893192.000000 Penalty: 5931.312012
	Iteration 0F: 3 clusters Score -1.989319e+07 nChanged 74571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -19936426.000000 Penalty: 5931.312012
	Iteration 1F: 3 clusters Score -1.993643e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -19937256.000000 Penalty: 5931.312012
	Iteration 2Q: 3 clusters Score -1.993726e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -19938736.000000 Penalty: 5931.312012
	Iteration 3Q: 3 clusters Score -1.993874e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -19940860.000000 Penalty: 5931.312012
	Iteration 4Q: 3 clusters Score -1.994086e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -19943818.000000 Penalty: 5931.312012
	Iteration 5Q: 3 clusters Score -1.994382e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102231 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -19948442.000000 Penalty: 5931.312012
	Iteration 6F: 3 clusters Score -1.994844e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112461 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -19955898.000000 Penalty: 5931.312012
	Iteration 7F: 3 clusters Score -1.99559e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -19965872.000000 Penalty: 5931.312012
	Iteration 8F: 3 clusters Score -1.996587e+07 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136634 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -19977110.000000 Penalty: 5931.312012
	Iteration 9F: 3 clusters Score -1.997711e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146092 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -19986096.000000 Penalty: 5931.312012
	Iteration 10F: 3 clusters Score -1.99861e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151802 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -19991390.000000 Penalty: 5931.312012
	Iteration 11Q: 3 clusters Score -1.999139e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -19993638.000000 Penalty: 5931.312012
	Iteration 12Q: 3 clusters Score -1.999364e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -19994344.000000 Penalty: 5931.312012
	Iteration 13Q: 3 clusters Score -1.999434e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155533 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -19994528.000000 Penalty: 5931.312012
	Iteration 14Q: 3 clusters Score -1.999453e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155654 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19994718.000000 Penalty: 5931.312012
	Iteration 15Q: 3 clusters Score -1.999472e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155713 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -19994778.000000 Penalty: 5931.312012
	Iteration 16Q: 3 clusters Score -1.999478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155737 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19994836.000000 Penalty: 5931.312012
	Iteration 17Q: 3 clusters Score -1.999484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155745 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19994872.000000 Penalty: 5931.312012
	Iteration 18Q: 3 clusters Score -1.999487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155763 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19994908.000000 Penalty: 5931.312012
	Iteration 19Q: 3 clusters Score -1.999491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155767 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19994920.000000 Penalty: 5931.312012
	Iteration 20F: 3 clusters Score -1.999492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155772 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19994912.000000 Penalty: 5931.312012
	Iteration 21Q: 3 clusters Score -1.999491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155774 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19994928.000000 Penalty: 5931.312012
	Iteration 22Q: 3 clusters Score -1.999493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19994920.000000 Penalty: 5931.312012
	Iteration 23Q: 3 clusters Score -1.999492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19994924.000000 Penalty: 5931.312012
	Iteration 24Q: 3 clusters Score -1.999492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19994924.000000 Penalty: 5931.312012
	Iteration 25F: 3 clusters Score -1.999492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -650297.562500 Penalty: 2116.200439
	Iteration 0F: 2 clusters Score -650297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -645718.250000 Penalty: 4232.400879
	Iteration 0F: 3 clusters Score -645718.2 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -646881.625000 Penalty: 4232.400879
	Iteration 1F: 3 clusters Score -646881.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -647216.937500 Penalty: 4232.400879
	Iteration 2F: 3 clusters Score -647216.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -647578.687500 Penalty: 4232.400879
	Iteration 3F: 3 clusters Score -647578.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -647935.250000 Penalty: 4232.400879
	Iteration 4F: 3 clusters Score -647935.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -648292.187500 Penalty: 4232.400879
	Iteration 5F: 3 clusters Score -648292.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -648581.937500 Penalty: 4232.400879
	Iteration 6F: 3 clusters Score -648581.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -648795.000000 Penalty: 4232.400879
	Iteration 7F: 3 clusters Score -648795 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -648923.000000 Penalty: 4232.400879
	Iteration 8Q: 3 clusters Score -648923 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -648996.000000 Penalty: 4232.400879
	Iteration 9Q: 3 clusters Score -648996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -649058.625000 Penalty: 4232.400879
	Iteration 10Q: 3 clusters Score -649058.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -649100.500000 Penalty: 4232.400879
	Iteration 11Q: 3 clusters Score -649100.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -649121.250000 Penalty: 4232.400879
	Iteration 12Q: 3 clusters Score -649121.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -649138.437500 Penalty: 4232.400879
	Iteration 13Q: 3 clusters Score -649138.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -649153.562500 Penalty: 4232.400879
	Iteration 14Q: 3 clusters Score -649153.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -649166.125000 Penalty: 4232.400879
	Iteration 15Q: 3 clusters Score -649166.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -649174.000000 Penalty: 4232.400879
	Iteration 16Q: 3 clusters Score -649174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -649180.187500 Penalty: 4232.400879
	Iteration 17Q: 3 clusters Score -649180.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -649187.062500 Penalty: 4232.400879
	Iteration 18Q: 3 clusters Score -649187.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -649197.875000 Penalty: 4232.400879
	Iteration 19Q: 3 clusters Score -649197.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -649206.062500 Penalty: 4232.400879
	Iteration 20F: 3 clusters Score -649206.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -649212.250000 Penalty: 4232.400879
	Iteration 21Q: 3 clusters Score -649212.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -649216.312500 Penalty: 4232.400879
	Iteration 22Q: 3 clusters Score -649216.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -649225.125000 Penalty: 4232.400879
	Iteration 23Q: 3 clusters Score -649225.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -649231.312500 Penalty: 4232.400879
	Iteration 24Q: 3 clusters Score -649231.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -649235.500000 Penalty: 4232.400879
	Iteration 25Q: 3 clusters Score -649235.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -649238.875000 Penalty: 4232.400879
	Iteration 26Q: 3 clusters Score -649238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -649242.500000 Penalty: 4232.400879
	Iteration 27Q: 3 clusters Score -649242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -649244.625000 Penalty: 4232.400879
	Iteration 28Q: 3 clusters Score -649244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -649244.500000 Penalty: 4232.400879
	Iteration 29Q: 3 clusters Score -649244.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -649245.562500 Penalty: 4232.400879
	Iteration 30Q: 3 clusters Score -649245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -649246.187500 Penalty: 4232.400879
	Iteration 31Q: 3 clusters Score -649246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -649248.312500 Penalty: 4232.400879
	Iteration 32Q: 3 clusters Score -649248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -649247.187500 Penalty: 4232.400879
	Iteration 33Q: 3 clusters Score -649247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -649248.812500 Penalty: 4232.400879
	Iteration 34Q: 3 clusters Score -649248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -649249.437500 Penalty: 4232.400879
	Iteration 35Q: 3 clusters Score -649249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -649249.437500 Penalty: 4232.400879
	Iteration 36F: 3 clusters Score -649249.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Entering Unmasked Estep 
Score: -1209787.000000 Penalty: 2256.791748
	Iteration 0F: 2 clusters Score -1209787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1202701.750000 Penalty: 4513.583496
	Iteration 0F: 3 clusters Score -1202702 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1204594.125000 Penalty: 4513.583496
	Iteration 1F: 3 clusters Score -1204594 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1204877.500000 Penalty: 4513.583496
	Iteration 2F: 3 clusters Score -1204878 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1205076.875000 Penalty: 4513.583496
	Iteration 3F: 3 clusters Score -1205077 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1205229.125000 Penalty: 4513.583496
	Iteration 4Q: 3 clusters Score -1205229 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1205338.750000 Penalty: 4513.583496
	Iteration 5Q: 3 clusters Score -1205339 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1205436.750000 Penalty: 4513.583496
	Iteration 6Q: 3 clusters Score -1205437 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1205525.875000 Penalty: 4513.583496
	Iteration 7Q: 3 clusters Score -1205526 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1205630.250000 Penalty: 4513.583496
	Iteration 8Q: 3 clusters Score -1205630 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1205734.125000 Penalty: 4513.583496
	Iteration 9Q: 3 clusters Score -1205734 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1205834.000000 Penalty: 4513.583496
	Iteration 10Q: 3 clusters Score -1205834 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1205938.625000 Penalty: 4513.583496
	Iteration 11Q: 3 clusters Score -1205939 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1206064.250000 Penalty: 4513.583496
	Iteration 12Q: 3 clusters Score -1206064 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1206239.375000 Penalty: 4513.583496
	Iteration 13Q: 3 clusters Score -1206239 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1206463.125000 Penalty: 4513.583496
	Iteration 14Q: 3 clusters Score -1206463 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1206691.875000 Penalty: 4513.583496
	Iteration 15Q: 3 clusters Score -1206692 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1206896.750000 Penalty: 4513.583496
	Iteration 16Q: 3 clusters Score -1206897 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1207091.500000 Penalty: 4513.583496
	Iteration 17Q: 3 clusters Score -1207092 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1207266.750000 Penalty: 4513.583496
	Iteration 18Q: 3 clusters Score -1207267 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1207412.250000 Penalty: 4513.583496
	Iteration 19Q: 3 clusters Score -1207412 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1207531.875000 Penalty: 4513.583496
	Iteration 20F: 3 clusters Score -1207532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1207606.375000 Penalty: 4513.583496
	Iteration 21Q: 3 clusters Score -1207606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1207665.125000 Penalty: 4513.583496
	Iteration 22Q: 3 clusters Score -1207665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1207706.250000 Penalty: 4513.583496
	Iteration 23Q: 3 clusters Score -1207706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1207740.375000 Penalty: 4513.583496
	Iteration 24Q: 3 clusters Score -1207740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1207762.125000 Penalty: 4513.583496
	Iteration 25Q: 3 clusters Score -1207762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1207776.625000 Penalty: 4513.583496
	Iteration 26Q: 3 clusters Score -1207777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1207784.500000 Penalty: 4513.583496
	Iteration 27Q: 3 clusters Score -1207784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1207789.125000 Penalty: 4513.583496
	Iteration 28Q: 3 clusters Score -1207789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1207793.250000 Penalty: 4513.583496
	Iteration 29Q: 3 clusters Score -1207793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1207797.875000 Penalty: 4513.583496
	Iteration 30Q: 3 clusters Score -1207798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1207802.875000 Penalty: 4513.583496
	Iteration 31Q: 3 clusters Score -1207803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1207803.125000 Penalty: 4513.583496
	Iteration 32Q: 3 clusters Score -1207803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1207803.125000 Penalty: 4513.583496
	Iteration 33F: 3 clusters Score -1207803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Entering Unmasked Estep 
Score: -3727032.500000 Penalty: 2566.124268
	Iteration 0F: 2 clusters Score -3727032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3705781.000000 Penalty: 5132.248535
	Iteration 0F: 3 clusters Score -3705781 nChanged 13964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3713517.000000 Penalty: 5132.248535
	Iteration 1F: 3 clusters Score -3713517 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3714196.250000 Penalty: 5132.248535
	Iteration 2F: 3 clusters Score -3714196 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3714841.750000 Penalty: 5132.248535
	Iteration 3Q: 3 clusters Score -3714842 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3715510.750000 Penalty: 5132.248535
	Iteration 4Q: 3 clusters Score -3715511 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3716182.000000 Penalty: 5132.248535
	Iteration 5Q: 3 clusters Score -3716182 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3716821.000000 Penalty: 5132.248535
	Iteration 6Q: 3 clusters Score -3716821 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3717342.750000 Penalty: 5132.248535
	Iteration 7Q: 3 clusters Score -3717343 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3717869.750000 Penalty: 5132.248535
	Iteration 8Q: 3 clusters Score -3717870 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3718379.500000 Penalty: 5132.248535
	Iteration 9Q: 3 clusters Score -3718380 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3718904.500000 Penalty: 5132.248535
	Iteration 10Q: 3 clusters Score -3718904 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3719463.500000 Penalty: 5132.248535
	Iteration 11Q: 3 clusters Score -3719464 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3720060.250000 Penalty: 5132.248535
	Iteration 12Q: 3 clusters Score -3720060 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3720651.500000 Penalty: 5132.248535
	Iteration 13Q: 3 clusters Score -3720652 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3721082.500000 Penalty: 5132.248535
	Iteration 14Q: 3 clusters Score -3721082 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3721422.500000 Penalty: 5132.248535
	Iteration 15Q: 3 clusters Score -3721422 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3721663.500000 Penalty: 5132.248535
	Iteration 16Q: 3 clusters Score -3721664 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3721838.500000 Penalty: 5132.248535
	Iteration 17Q: 3 clusters Score -3721838 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3722000.250000 Penalty: 5132.248535
	Iteration 18Q: 3 clusters Score -3722000 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3722162.000000 Penalty: 5132.248535
	Iteration 19Q: 3 clusters Score -3722162 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3722302.250000 Penalty: 5132.248535
	Iteration 20F: 3 clusters Score -3722302 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3722443.750000 Penalty: 5132.248535
	Iteration 21Q: 3 clusters Score -3722444 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3722567.000000 Penalty: 5132.248535
	Iteration 22Q: 3 clusters Score -3722567 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3722704.250000 Penalty: 5132.248535
	Iteration 23Q: 3 clusters Score -3722704 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3722825.250000 Penalty: 5132.248535
	Iteration 24Q: 3 clusters Score -3722825 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3723003.250000 Penalty: 5132.248535
	Iteration 25Q: 3 clusters Score -3723003 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3723199.500000 Penalty: 5132.248535
	Iteration 26Q: 3 clusters Score -3723200 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3723376.500000 Penalty: 5132.248535
	Iteration 27Q: 3 clusters Score -3723376 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3723561.500000 Penalty: 5132.248535
	Iteration 28Q: 3 clusters Score -3723562 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3723736.000000 Penalty: 5132.248535
	Iteration 29Q: 3 clusters Score -3723736 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3723925.500000 Penalty: 5132.248535
	Iteration 30Q: 3 clusters Score -3723926 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3724120.500000 Penalty: 5132.248535
	Iteration 31Q: 3 clusters Score -3724120 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3724303.750000 Penalty: 5132.248535
	Iteration 32Q: 3 clusters Score -3724304 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3724435.500000 Penalty: 5132.248535
	Iteration 33Q: 3 clusters Score -3724436 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3724540.750000 Penalty: 5132.248535
	Iteration 34Q: 3 clusters Score -3724541 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3724661.250000 Penalty: 5132.248535
	Iteration 35Q: 3 clusters Score -3724661 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3724727.000000 Penalty: 5132.248535
	Iteration 36Q: 3 clusters Score -3724727 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3724802.250000 Penalty: 5132.248535
	Iteration 37Q: 3 clusters Score -3724802 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3724869.250000 Penalty: 5132.248535
	Iteration 38Q: 3 clusters Score -3724869 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3724917.500000 Penalty: 5132.248535
	Iteration 39Q: 3 clusters Score -3724918 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3724953.250000 Penalty: 5132.248535
	Iteration 40F: 3 clusters Score -3724953 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3724997.250000 Penalty: 5132.248535
	Iteration 41Q: 3 clusters Score -3724997 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3725045.250000 Penalty: 5132.248535
	Iteration 42Q: 3 clusters Score -3725045 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3725101.000000 Penalty: 5132.248535
	Iteration 43Q: 3 clusters Score -3725101 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3725163.750000 Penalty: 5132.248535
	Iteration 44Q: 3 clusters Score -3725164 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3725205.750000 Penalty: 5132.248535
	Iteration 45Q: 3 clusters Score -3725206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3725246.000000 Penalty: 5132.248535
	Iteration 46Q: 3 clusters Score -3725246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3725286.750000 Penalty: 5132.248535
	Iteration 47Q: 3 clusters Score -3725287 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3725324.500000 Penalty: 5132.248535
	Iteration 48Q: 3 clusters Score -3725324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -3725351.750000 Penalty: 5132.248535
	Iteration 49Q: 3 clusters Score -3725352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -3725366.000000 Penalty: 5132.248535
	Iteration 50Q: 3 clusters Score -3725366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3725383.250000 Penalty: 5132.248535
	Iteration 51Q: 3 clusters Score -3725383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -3725391.250000 Penalty: 5132.248535
	Iteration 52Q: 3 clusters Score -3725391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3725418.250000 Penalty: 5132.248535
	Iteration 53Q: 3 clusters Score -3725418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3725437.500000 Penalty: 5132.248535
	Iteration 54Q: 3 clusters Score -3725438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -3725451.250000 Penalty: 5132.248535
	Iteration 55Q: 3 clusters Score -3725451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -3725488.000000 Penalty: 5132.248535
	Iteration 56Q: 3 clusters Score -3725488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3725508.750000 Penalty: 5132.248535
	Iteration 57Q: 3 clusters Score -3725509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -3725522.750000 Penalty: 5132.248535
	Iteration 58Q: 3 clusters Score -3725523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -3725536.750000 Penalty: 5132.248535
	Iteration 59Q: 3 clusters Score -3725537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -3725556.750000 Penalty: 5132.248535
	Iteration 60F: 3 clusters Score -3725557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3725567.250000 Penalty: 5132.248535
	Iteration 61Q: 3 clusters Score -3725567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3725574.500000 Penalty: 5132.248535
	Iteration 62Q: 3 clusters Score -3725574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3725572.500000 Penalty: 5132.248535
	Iteration 63Q: 3 clusters Score -3725572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3725582.500000 Penalty: 5132.248535
	Iteration 64Q: 3 clusters Score -3725582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3725583.750000 Penalty: 5132.248535
	Iteration 65Q: 3 clusters Score -3725584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3725582.000000 Penalty: 5132.248535
	Iteration 66Q: 3 clusters Score -3725582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -3725582.250000 Penalty: 5132.248535
	Iteration 67Q: 3 clusters Score -3725582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3725581.250000 Penalty: 5132.248535
	Iteration 68Q: 3 clusters Score -3725581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -3725582.500000 Penalty: 5132.248535
	Iteration 69Q: 3 clusters Score -3725582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -3725582.500000 Penalty: 5132.248535
	Iteration 70F: 3 clusters Score -3725582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -159618.312500 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -159618.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -157432.796875 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -157432.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -157971.296875 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -157971.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -158416.140625 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -158416.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159026.671875 Penalty: 3574.363281
	Iteration 3F: 3 clusters Score -159026.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -159541.125000 Penalty: 3574.363281
	Iteration 4F: 3 clusters Score -159541.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -160050.203125 Penalty: 3574.363281
	Iteration 5F: 3 clusters Score -160050.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -160679.781250 Penalty: 3574.363281
	Iteration 6F: 3 clusters Score -160679.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -160987.453125 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -160987.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -161060.437500 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -161060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -161092.437500 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -161092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -161131.906250 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -161131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -161142.859375 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -161142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -161150.109375 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -161150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -161157.609375 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -161157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -161160.546875 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -161160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -161160.546875 Penalty: 3574.363281
	Iteration 15F: 3 clusters Score -161160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31977 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53089 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 40847 members 
Mstep: Class 9 contains 156106 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 31172 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 105667 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8771 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71207 members 
Mstep: Class 23 contains 18784 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17349 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
Score: -77990680.000000 Penalty: 105949.625000
Splitting cluster 13 changes total score from -77990576.000000 to -77990680.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (1875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Entering Unmasked Estep 
Score: -227883.953125 Penalty: 1869.018311
	Iteration 0F: 2 clusters Score -227884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -225350.468750 Penalty: 3738.036621
	Iteration 0F: 3 clusters Score -225350.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -225821.453125 Penalty: 3738.036621
	Iteration 1F: 3 clusters Score -225821.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -226001.812500 Penalty: 3738.036621
	Iteration 2F: 3 clusters Score -226001.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -226108.484375 Penalty: 3738.036621
	Iteration 3F: 3 clusters Score -226108.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -226185.828125 Penalty: 3738.036621
	Iteration 4Q: 3 clusters Score -226185.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -226256.843750 Penalty: 3738.036621
	Iteration 5Q: 3 clusters Score -226256.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -226327.078125 Penalty: 3738.036621
	Iteration 6Q: 3 clusters Score -226327.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -226393.140625 Penalty: 3738.036621
	Iteration 7Q: 3 clusters Score -226393.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -226443.937500 Penalty: 3738.036621
	Iteration 8Q: 3 clusters Score -226443.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -226479.875000 Penalty: 3738.036621
	Iteration 9Q: 3 clusters Score -226479.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -226503.750000 Penalty: 3738.036621
	Iteration 10Q: 3 clusters Score -226503.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -226520.156250 Penalty: 3738.036621
	Iteration 11Q: 3 clusters Score -226520.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -226535.703125 Penalty: 3738.036621
	Iteration 12Q: 3 clusters Score -226535.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -226549.890625 Penalty: 3738.036621
	Iteration 13Q: 3 clusters Score -226549.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -226568.390625 Penalty: 3738.036621
	Iteration 14Q: 3 clusters Score -226568.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -226585.671875 Penalty: 3738.036621
	Iteration 15Q: 3 clusters Score -226585.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -226601.203125 Penalty: 3738.036621
	Iteration 16Q: 3 clusters Score -226601.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -226610.093750 Penalty: 3738.036621
	Iteration 17Q: 3 clusters Score -226610.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -226618.421875 Penalty: 3738.036621
	Iteration 18Q: 3 clusters Score -226618.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -226627.406250 Penalty: 3738.036621
	Iteration 19Q: 3 clusters Score -226627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -226634.937500 Penalty: 3738.036621
	Iteration 20F: 3 clusters Score -226634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -226642.046875 Penalty: 3738.036621
	Iteration 21Q: 3 clusters Score -226642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -226661.265625 Penalty: 3738.036621
	Iteration 22Q: 3 clusters Score -226661.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -226670.171875 Penalty: 3738.036621
	Iteration 23Q: 3 clusters Score -226670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -226676.046875 Penalty: 3738.036621
	Iteration 24Q: 3 clusters Score -226676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -226681.515625 Penalty: 3738.036621
	Iteration 25Q: 3 clusters Score -226681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -226690.937500 Penalty: 3738.036621
	Iteration 26Q: 3 clusters Score -226690.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -226696.031250 Penalty: 3738.036621
	Iteration 27Q: 3 clusters Score -226696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -226703.015625 Penalty: 3738.036621
	Iteration 28Q: 3 clusters Score -226703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -226709.890625 Penalty: 3738.036621
	Iteration 29Q: 3 clusters Score -226709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -226710.656250 Penalty: 3738.036621
	Iteration 30Q: 3 clusters Score -226710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -226710.656250 Penalty: 3738.036621
	Iteration 31F: 3 clusters Score -226710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -277349.406250 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -277349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274553.062500 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -274553.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -275181.156250 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -275181.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -275515.593750 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -275515.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -275750.625000 Penalty: 3824.928223
	Iteration 3F: 3 clusters Score -275750.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -275915.000000 Penalty: 3824.928223
	Iteration 4F: 3 clusters Score -275915 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -275997.750000 Penalty: 3824.928223
	Iteration 5Q: 3 clusters Score -275997.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -276056.937500 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -276056.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -276123.281250 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -276123.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -276178.250000 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -276178.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -276241.343750 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -276241.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -276287.281250 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -276287.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -276327.687500 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -276327.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -276374.781250 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -276374.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -276436.593750 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -276436.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -276514.062500 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -276514.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -276602.781250 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -276602.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -276680.875000 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -276680.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -276782.562500 Penalty: 3824.928223
	Iteration 17Q: 3 clusters Score -276782.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -276860.031250 Penalty: 3824.928223
	Iteration 18Q: 3 clusters Score -276860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -276891.125000 Penalty: 3824.928223
	Iteration 19Q: 3 clusters Score -276891.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -276905.093750 Penalty: 3824.928223
	Iteration 20F: 3 clusters Score -276905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -276908.968750 Penalty: 3824.928223
	Iteration 21Q: 3 clusters Score -276909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -276908.968750 Penalty: 3824.928223
	Iteration 22F: 3 clusters Score -276909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -331330.281250 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -331330.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -328200.687500 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -328200.7 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -328954.218750 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -328954.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -329233.312500 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -329233.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -329416.031250 Penalty: 3945.368652
	Iteration 3F: 3 clusters Score -329416 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -329570.218750 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -329570.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -329687.343750 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -329687.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329754.125000 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -329754.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -329825.093750 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -329825.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -329887.343750 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -329887.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -329926.375000 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -329926.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -329951.093750 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -329951.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -329977.562500 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -329977.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -329999.875000 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -329999.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -330009.437500 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -330009.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -330023.875000 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -330023.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -330037.187500 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -330037.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -330044.750000 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -330044.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -330052.968750 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -330053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -330059.093750 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -330059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -330064.562500 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -330064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -330066.656250 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -330066.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -330070.031250 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -330070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -330072.250000 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -330072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -330075.062500 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -330075.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -330078.000000 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -330078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -330079.062500 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -330079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -330080.593750 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -330080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -330083.593750 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -330083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -330085.281250 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -330085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -330087.656250 Penalty: 3945.368652
	Iteration 29Q: 3 clusters Score -330087.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -330089.531250 Penalty: 3945.368652
	Iteration 30Q: 3 clusters Score -330089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -330090.281250 Penalty: 3945.368652
	Iteration 31Q: 3 clusters Score -330090.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -330090.312500 Penalty: 3945.368652
	Iteration 32Q: 3 clusters Score -330090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -330091.031250 Penalty: 3945.368652
	Iteration 33Q: 3 clusters Score -330091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -330091.500000 Penalty: 3945.368652
	Iteration 34Q: 3 clusters Score -330091.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -330092.250000 Penalty: 3945.368652
	Iteration 35Q: 3 clusters Score -330092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -330092.250000 Penalty: 3945.368652
	Iteration 36F: 3 clusters Score -330092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -369632.125000 Penalty: 1994.270508
	Iteration 0F: 2 clusters Score -369632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -366384.718750 Penalty: 3988.541016
	Iteration 0F: 3 clusters Score -366384.7 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -367099.281250 Penalty: 3988.541016
	Iteration 1F: 3 clusters Score -367099.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -367314.656250 Penalty: 3988.541016
	Iteration 2F: 3 clusters Score -367314.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -367448.562500 Penalty: 3988.541016
	Iteration 3F: 3 clusters Score -367448.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -367538.781250 Penalty: 3988.541016
	Iteration 4Q: 3 clusters Score -367538.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -367609.375000 Penalty: 3988.541016
	Iteration 5Q: 3 clusters Score -367609.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -367657.625000 Penalty: 3988.541016
	Iteration 6Q: 3 clusters Score -367657.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -367702.906250 Penalty: 3988.541016
	Iteration 7Q: 3 clusters Score -367702.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -367739.187500 Penalty: 3988.541016
	Iteration 8Q: 3 clusters Score -367739.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -367778.375000 Penalty: 3988.541016
	Iteration 9Q: 3 clusters Score -367778.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -367816.593750 Penalty: 3988.541016
	Iteration 10Q: 3 clusters Score -367816.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -367853.718750 Penalty: 3988.541016
	Iteration 11Q: 3 clusters Score -367853.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -367883.593750 Penalty: 3988.541016
	Iteration 12Q: 3 clusters Score -367883.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -367934.250000 Penalty: 3988.541016
	Iteration 13Q: 3 clusters Score -367934.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -367983.531250 Penalty: 3988.541016
	Iteration 14Q: 3 clusters Score -367983.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -368015.968750 Penalty: 3988.541016
	Iteration 15Q: 3 clusters Score -368016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -368038.750000 Penalty: 3988.541016
	Iteration 16Q: 3 clusters Score -368038.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -368051.812500 Penalty: 3988.541016
	Iteration 17Q: 3 clusters Score -368051.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -368065.437500 Penalty: 3988.541016
	Iteration 18Q: 3 clusters Score -368065.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -368083.406250 Penalty: 3988.541016
	Iteration 19Q: 3 clusters Score -368083.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -368103.812500 Penalty: 3988.541016
	Iteration 20F: 3 clusters Score -368103.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -368127.125000 Penalty: 3988.541016
	Iteration 21Q: 3 clusters Score -368127.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -368156.812500 Penalty: 3988.541016
	Iteration 22Q: 3 clusters Score -368156.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -368173.968750 Penalty: 3988.541016
	Iteration 23Q: 3 clusters Score -368174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -368190.593750 Penalty: 3988.541016
	Iteration 24Q: 3 clusters Score -368190.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -368210.843750 Penalty: 3988.541016
	Iteration 25Q: 3 clusters Score -368210.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -368232.125000 Penalty: 3988.541016
	Iteration 26Q: 3 clusters Score -368232.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -368250.062500 Penalty: 3988.541016
	Iteration 27Q: 3 clusters Score -368250.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -368268.187500 Penalty: 3988.541016
	Iteration 28Q: 3 clusters Score -368268.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -368286.093750 Penalty: 3988.541016
	Iteration 29Q: 3 clusters Score -368286.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -368301.250000 Penalty: 3988.541016
	Iteration 30Q: 3 clusters Score -368301.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -368319.406250 Penalty: 3988.541016
	Iteration 31Q: 3 clusters Score -368319.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -368342.437500 Penalty: 3988.541016
	Iteration 32Q: 3 clusters Score -368342.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -368365.156250 Penalty: 3988.541016
	Iteration 33Q: 3 clusters Score -368365.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -368383.093750 Penalty: 3988.541016
	Iteration 34Q: 3 clusters Score -368383.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -368392.812500 Penalty: 3988.541016
	Iteration 35Q: 3 clusters Score -368392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -368399.375000 Penalty: 3988.541016
	Iteration 36Q: 3 clusters Score -368399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -368405.593750 Penalty: 3988.541016
	Iteration 37Q: 3 clusters Score -368405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -368409.968750 Penalty: 3988.541016
	Iteration 38Q: 3 clusters Score -368410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -368411.312500 Penalty: 3988.541016
	Iteration 39Q: 3 clusters Score -368411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -368412.406250 Penalty: 3988.541016
	Iteration 40F: 3 clusters Score -368412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -368412.625000 Penalty: 3988.541016
	Iteration 41Q: 3 clusters Score -368412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -368412.625000 Penalty: 3988.541016
	Iteration 42F: 3 clusters Score -368412.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Entering Unmasked Estep 
Score: -13346392.000000 Penalty: 2868.875732
	Iteration 0F: 2 clusters Score -1.334639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -13275713.000000 Penalty: 5737.751465
	Iteration 0F: 3 clusters Score -1.327571e+07 nChanged 50194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -13305381.000000 Penalty: 5737.751465
	Iteration 1F: 3 clusters Score -1.330538e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -13306601.000000 Penalty: 5737.751465
	Iteration 2Q: 3 clusters Score -1.33066e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -13308126.000000 Penalty: 5737.751465
	Iteration 3Q: 3 clusters Score -1.330813e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -13309951.000000 Penalty: 5737.751465
	Iteration 4Q: 3 clusters Score -1.330995e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -13312128.000000 Penalty: 5737.751465
	Iteration 5Q: 3 clusters Score -1.331213e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -13314874.000000 Penalty: 5737.751465
	Iteration 6F: 3 clusters Score -1.331487e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -13317906.000000 Penalty: 5737.751465
	Iteration 7F: 3 clusters Score -1.331791e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -13321156.000000 Penalty: 5737.751465
	Iteration 8F: 3 clusters Score -1.332116e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -13324224.000000 Penalty: 5737.751465
	Iteration 9Q: 3 clusters Score -1.332422e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -13326990.000000 Penalty: 5737.751465
	Iteration 10Q: 3 clusters Score -1.332699e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -13329230.000000 Penalty: 5737.751465
	Iteration 11Q: 3 clusters Score -1.332923e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -13330793.000000 Penalty: 5737.751465
	Iteration 12Q: 3 clusters Score -1.333079e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -13331770.000000 Penalty: 5737.751465
	Iteration 13Q: 3 clusters Score -1.333177e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -13332652.000000 Penalty: 5737.751465
	Iteration 14Q: 3 clusters Score -1.333265e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -13333367.000000 Penalty: 5737.751465
	Iteration 15Q: 3 clusters Score -1.333337e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 76694 members 
Entering Unmasked Estep 
Score: -13334004.000000 Penalty: 5737.751465
	Iteration 16Q: 3 clusters Score -1.3334e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -13334578.000000 Penalty: 5737.751465
	Iteration 17Q: 3 clusters Score -1.333458e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -13335170.000000 Penalty: 5737.751465
	Iteration 18Q: 3 clusters Score -1.333517e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -13335735.000000 Penalty: 5737.751465
	Iteration 19Q: 3 clusters Score -1.333574e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -13336234.000000 Penalty: 5737.751465
	Iteration 20F: 3 clusters Score -1.333623e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -13336664.000000 Penalty: 5737.751465
	Iteration 21Q: 3 clusters Score -1.333666e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -13337015.000000 Penalty: 5737.751465
	Iteration 22Q: 3 clusters Score -1.333702e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -13337351.000000 Penalty: 5737.751465
	Iteration 23Q: 3 clusters Score -1.333735e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -13337681.000000 Penalty: 5737.751465
	Iteration 24Q: 3 clusters Score -1.333768e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -13338040.000000 Penalty: 5737.751465
	Iteration 25Q: 3 clusters Score -1.333804e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -13338357.000000 Penalty: 5737.751465
	Iteration 26Q: 3 clusters Score -1.333836e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 89282 members 
Entering Unmasked Estep 
Score: -13338700.000000 Penalty: 5737.751465
	Iteration 27Q: 3 clusters Score -1.33387e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -13338992.000000 Penalty: 5737.751465
	Iteration 28Q: 3 clusters Score -1.333899e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -13339214.000000 Penalty: 5737.751465
	Iteration 29Q: 3 clusters Score -1.333921e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -13339375.000000 Penalty: 5737.751465
	Iteration 30Q: 3 clusters Score -1.333938e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -13339621.000000 Penalty: 5737.751465
	Iteration 31Q: 3 clusters Score -1.333962e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -13339896.000000 Penalty: 5737.751465
	Iteration 32Q: 3 clusters Score -1.33399e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -13340133.000000 Penalty: 5737.751465
	Iteration 33Q: 3 clusters Score -1.334013e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 94856 members 
Entering Unmasked Estep 
Score: -13340381.000000 Penalty: 5737.751465
	Iteration 34Q: 3 clusters Score -1.334038e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -13340650.000000 Penalty: 5737.751465
	Iteration 35Q: 3 clusters Score -1.334065e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -13340811.000000 Penalty: 5737.751465
	Iteration 36Q: 3 clusters Score -1.334081e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -13341020.000000 Penalty: 5737.751465
	Iteration 37Q: 3 clusters Score -1.334102e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -13341285.000000 Penalty: 5737.751465
	Iteration 38Q: 3 clusters Score -1.334128e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -13341518.000000 Penalty: 5737.751465
	Iteration 39Q: 3 clusters Score -1.334152e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -13341691.000000 Penalty: 5737.751465
	Iteration 40F: 3 clusters Score -1.334169e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 99558 members 
Entering Unmasked Estep 
Score: -13341903.000000 Penalty: 5737.751465
	Iteration 41Q: 3 clusters Score -1.33419e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
Score: -13342194.000000 Penalty: 5737.751465
	Iteration 42Q: 3 clusters Score -1.334219e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 100718 members 
Entering Unmasked Estep 
Score: -13342471.000000 Penalty: 5737.751465
	Iteration 43Q: 3 clusters Score -1.334247e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -13342668.000000 Penalty: 5737.751465
	Iteration 44Q: 3 clusters Score -1.334267e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -13342851.000000 Penalty: 5737.751465
	Iteration 45Q: 3 clusters Score -1.334285e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 102168 members 
Entering Unmasked Estep 
Score: -13343039.000000 Penalty: 5737.751465
	Iteration 46Q: 3 clusters Score -1.334304e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -13343242.000000 Penalty: 5737.751465
	Iteration 47Q: 3 clusters Score -1.334324e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -13343384.000000 Penalty: 5737.751465
	Iteration 48Q: 3 clusters Score -1.334338e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -13343497.000000 Penalty: 5737.751465
	Iteration 49Q: 3 clusters Score -1.33435e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -13343672.000000 Penalty: 5737.751465
	Iteration 50Q: 3 clusters Score -1.334367e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -13343778.000000 Penalty: 5737.751465
	Iteration 51Q: 3 clusters Score -1.334378e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 103926 members 
Entering Unmasked Estep 
Score: -13343854.000000 Penalty: 5737.751465
	Iteration 52Q: 3 clusters Score -1.334385e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -13343909.000000 Penalty: 5737.751465
	Iteration 53Q: 3 clusters Score -1.334391e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -13343936.000000 Penalty: 5737.751465
	Iteration 54Q: 3 clusters Score -1.334394e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -13343951.000000 Penalty: 5737.751465
	Iteration 55Q: 3 clusters Score -1.334395e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -13343994.000000 Penalty: 5737.751465
	Iteration 56Q: 3 clusters Score -1.334399e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 104297 members 
Entering Unmasked Estep 
Score: -13344024.000000 Penalty: 5737.751465
	Iteration 57Q: 3 clusters Score -1.334402e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -13344032.000000 Penalty: 5737.751465
	Iteration 58Q: 3 clusters Score -1.334403e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 104379 members 
Entering Unmasked Estep 
Score: -13344064.000000 Penalty: 5737.751465
	Iteration 59Q: 3 clusters Score -1.334406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -13344076.000000 Penalty: 5737.751465
	Iteration 60F: 3 clusters Score -1.334408e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -13344098.000000 Penalty: 5737.751465
	Iteration 61Q: 3 clusters Score -1.33441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -13344130.000000 Penalty: 5737.751465
	Iteration 62Q: 3 clusters Score -1.334413e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -13344138.000000 Penalty: 5737.751465
	Iteration 63Q: 3 clusters Score -1.334414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -13344141.000000 Penalty: 5737.751465
	Iteration 64Q: 3 clusters Score -1.334414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 104537 members 
Entering Unmasked Estep 
Score: -13344154.000000 Penalty: 5737.751465
	Iteration 65Q: 3 clusters Score -1.334415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -13344163.000000 Penalty: 5737.751465
	Iteration 66Q: 3 clusters Score -1.334416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -13344157.000000 Penalty: 5737.751465
	Iteration 67Q: 3 clusters Score -1.334416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
Score: -13344172.000000 Penalty: 5737.751465
	Iteration 68Q: 3 clusters Score -1.334417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -13344192.000000 Penalty: 5737.751465
	Iteration 69Q: 3 clusters Score -1.334419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -13344187.000000 Penalty: 5737.751465
	Iteration 70Q: 3 clusters Score -1.334419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
Score: -13344196.000000 Penalty: 5737.751465
	Iteration 71Q: 3 clusters Score -1.33442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 104637 members 
Entering Unmasked Estep 
Score: -13344214.000000 Penalty: 5737.751465
	Iteration 72Q: 3 clusters Score -1.334421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -13344219.000000 Penalty: 5737.751465
	Iteration 73Q: 3 clusters Score -1.334422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 104665 members 
Entering Unmasked Estep 
Score: -13344213.000000 Penalty: 5737.751465
	Iteration 74Q: 3 clusters Score -1.334421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 104672 members 
Entering Unmasked Estep 
Score: -13344247.000000 Penalty: 5737.751465
	Iteration 75Q: 3 clusters Score -1.334425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 104677 members 
Entering Unmasked Estep 
Score: -13344245.000000 Penalty: 5737.751465
	Iteration 76Q: 3 clusters Score -1.334424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 104677 members 
Entering Unmasked Estep 
Score: -13344247.000000 Penalty: 5737.751465
	Iteration 77Q: 3 clusters Score -1.334425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 104685 members 
Entering Unmasked Estep 
Score: -13344249.000000 Penalty: 5737.751465
	Iteration 78Q: 3 clusters Score -1.334425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -13344258.000000 Penalty: 5737.751465
	Iteration 79Q: 3 clusters Score -1.334426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -13344258.000000 Penalty: 5737.751465
	Iteration 80F: 3 clusters Score -1.334426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Entering Unmasked Estep 
Score: -3064691.250000 Penalty: 2506.242432
	Iteration 0F: 2 clusters Score -3064691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3047769.750000 Penalty: 5012.484863
	Iteration 0F: 3 clusters Score -3047770 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3054168.500000 Penalty: 5012.484863
	Iteration 1F: 3 clusters Score -3054168 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3055666.000000 Penalty: 5012.484863
	Iteration 2F: 3 clusters Score -3055666 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3057507.500000 Penalty: 5012.484863
	Iteration 3F: 3 clusters Score -3057508 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3059465.250000 Penalty: 5012.484863
	Iteration 4F: 3 clusters Score -3059465 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3061099.000000 Penalty: 5012.484863
	Iteration 5F: 3 clusters Score -3061099 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3062222.750000 Penalty: 5012.484863
	Iteration 6F: 3 clusters Score -3062223 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3062964.000000 Penalty: 5012.484863
	Iteration 7Q: 3 clusters Score -3062964 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3063509.750000 Penalty: 5012.484863
	Iteration 8Q: 3 clusters Score -3063510 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3063876.500000 Penalty: 5012.484863
	Iteration 9Q: 3 clusters Score -3063876 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3064148.750000 Penalty: 5012.484863
	Iteration 10Q: 3 clusters Score -3064149 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -3064395.000000 Penalty: 5012.484863
	Iteration 11Q: 3 clusters Score -3064395 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3064592.750000 Penalty: 5012.484863
	Iteration 12Q: 3 clusters Score -3064593 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3064722.750000 Penalty: 5012.484863
	Iteration 13Q: 3 clusters Score -3064723 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3064793.250000 Penalty: 5012.484863
	Iteration 14Q: 3 clusters Score -3064793 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3064825.250000 Penalty: 5012.484863
	Iteration 15Q: 3 clusters Score -3064825 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3064844.500000 Penalty: 5012.484863
	Iteration 16Q: 3 clusters Score -3064844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3064855.250000 Penalty: 5012.484863
	Iteration 17Q: 3 clusters Score -3064855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3064869.500000 Penalty: 5012.484863
	Iteration 18Q: 3 clusters Score -3064870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3064878.000000 Penalty: 5012.484863
	Iteration 19Q: 3 clusters Score -3064878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3064889.750000 Penalty: 5012.484863
	Iteration 20F: 3 clusters Score -3064890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3064891.750000 Penalty: 5012.484863
	Iteration 21Q: 3 clusters Score -3064892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3064897.500000 Penalty: 5012.484863
	Iteration 22Q: 3 clusters Score -3064898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3064904.500000 Penalty: 5012.484863
	Iteration 23Q: 3 clusters Score -3064904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3064903.250000 Penalty: 5012.484863
	Iteration 24Q: 3 clusters Score -3064903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3064903.000000 Penalty: 5012.484863
	Iteration 25Q: 3 clusters Score -3064903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3064907.000000 Penalty: 5012.484863
	Iteration 26Q: 3 clusters Score -3064907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3064907.000000 Penalty: 5012.484863
	Iteration 27Q: 3 clusters Score -3064907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3064909.250000 Penalty: 5012.484863
	Iteration 28Q: 3 clusters Score -3064909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3064908.250000 Penalty: 5012.484863
	Iteration 29Q: 3 clusters Score -3064908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3064906.500000 Penalty: 5012.484863
	Iteration 30Q: 3 clusters Score -3064906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3064912.500000 Penalty: 5012.484863
	Iteration 31Q: 3 clusters Score -3064912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3064913.000000 Penalty: 5012.484863
	Iteration 32Q: 3 clusters Score -3064913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3064911.000000 Penalty: 5012.484863
	Iteration 33Q: 3 clusters Score -3064911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3064912.750000 Penalty: 5012.484863
	Iteration 34Q: 3 clusters Score -3064913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3064913.500000 Penalty: 5012.484863
	Iteration 35Q: 3 clusters Score -3064914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3064914.500000 Penalty: 5012.484863
	Iteration 36Q: 3 clusters Score -3064914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3064919.000000 Penalty: 5012.484863
	Iteration 37Q: 3 clusters Score -3064919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3064921.500000 Penalty: 5012.484863
	Iteration 38Q: 3 clusters Score -3064922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3064921.500000 Penalty: 5012.484863
	Iteration 39F: 3 clusters Score -3064922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31977 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53089 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 40847 members 
Mstep: Class 9 contains 156106 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 31172 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 105667 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 20 contains 8771 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71207 members 
Mstep: Class 23 contains 18784 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17349 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 22814 members 
Entering Unmasked Estep 
Score: -77990152.000000 Penalty: 109260.546875
Splitting cluster 19 changes total score from -77990576.000000 to -77990152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -1085536.125000 Penalty: 2251.643311
	Iteration 0F: 2 clusters Score -1085536 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 4325 members 
Entering Unmasked Estep 
Score: -1078602.125000 Penalty: 4503.286621
	Iteration 0F: 3 clusters Score -1078602 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1080588.625000 Penalty: 4503.286621
	Iteration 1F: 3 clusters Score -1080589 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1080901.875000 Penalty: 4503.286621
	Iteration 2F: 3 clusters Score -1080902 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1081110.375000 Penalty: 4503.286621
	Iteration 3F: 3 clusters Score -1081110 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1081268.375000 Penalty: 4503.286621
	Iteration 4Q: 3 clusters Score -1081268 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1081404.750000 Penalty: 4503.286621
	Iteration 5Q: 3 clusters Score -1081405 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1081526.250000 Penalty: 4503.286621
	Iteration 6Q: 3 clusters Score -1081526 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1081621.625000 Penalty: 4503.286621
	Iteration 7Q: 3 clusters Score -1081622 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1081702.625000 Penalty: 4503.286621
	Iteration 8Q: 3 clusters Score -1081703 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1081777.875000 Penalty: 4503.286621
	Iteration 9Q: 3 clusters Score -1081778 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1081854.125000 Penalty: 4503.286621
	Iteration 10Q: 3 clusters Score -1081854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1081922.000000 Penalty: 4503.286621
	Iteration 11Q: 3 clusters Score -1081922 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1082006.625000 Penalty: 4503.286621
	Iteration 12Q: 3 clusters Score -1082007 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1082101.875000 Penalty: 4503.286621
	Iteration 13Q: 3 clusters Score -1082102 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1082201.250000 Penalty: 4503.286621
	Iteration 14Q: 3 clusters Score -1082201 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1082303.125000 Penalty: 4503.286621
	Iteration 15Q: 3 clusters Score -1082303 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1082412.000000 Penalty: 4503.286621
	Iteration 16Q: 3 clusters Score -1082412 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1082515.625000 Penalty: 4503.286621
	Iteration 17Q: 3 clusters Score -1082516 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1082615.250000 Penalty: 4503.286621
	Iteration 18Q: 3 clusters Score -1082615 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1082713.375000 Penalty: 4503.286621
	Iteration 19Q: 3 clusters Score -1082713 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1082802.750000 Penalty: 4503.286621
	Iteration 20F: 3 clusters Score -1082803 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1082878.125000 Penalty: 4503.286621
	Iteration 21Q: 3 clusters Score -1082878 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1082945.875000 Penalty: 4503.286621
	Iteration 22Q: 3 clusters Score -1082946 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1083005.125000 Penalty: 4503.286621
	Iteration 23Q: 3 clusters Score -1083005 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1083076.000000 Penalty: 4503.286621
	Iteration 24Q: 3 clusters Score -1083076 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1083143.750000 Penalty: 4503.286621
	Iteration 25Q: 3 clusters Score -1083144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1083205.875000 Penalty: 4503.286621
	Iteration 26Q: 3 clusters Score -1083206 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1083256.250000 Penalty: 4503.286621
	Iteration 27Q: 3 clusters Score -1083256 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1083299.000000 Penalty: 4503.286621
	Iteration 28Q: 3 clusters Score -1083299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1083336.000000 Penalty: 4503.286621
	Iteration 29Q: 3 clusters Score -1083336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1083360.875000 Penalty: 4503.286621
	Iteration 30Q: 3 clusters Score -1083361 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1083387.625000 Penalty: 4503.286621
	Iteration 31Q: 3 clusters Score -1083388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1083413.750000 Penalty: 4503.286621
	Iteration 32Q: 3 clusters Score -1083414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1083440.250000 Penalty: 4503.286621
	Iteration 33Q: 3 clusters Score -1083440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1083460.125000 Penalty: 4503.286621
	Iteration 34Q: 3 clusters Score -1083460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1083486.250000 Penalty: 4503.286621
	Iteration 35Q: 3 clusters Score -1083486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1083507.125000 Penalty: 4503.286621
	Iteration 36Q: 3 clusters Score -1083507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1083524.250000 Penalty: 4503.286621
	Iteration 37Q: 3 clusters Score -1083524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1083545.750000 Penalty: 4503.286621
	Iteration 38Q: 3 clusters Score -1083546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1083577.250000 Penalty: 4503.286621
	Iteration 39Q: 3 clusters Score -1083577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1083598.375000 Penalty: 4503.286621
	Iteration 40F: 3 clusters Score -1083598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1083615.750000 Penalty: 4503.286621
	Iteration 41Q: 3 clusters Score -1083616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1083630.125000 Penalty: 4503.286621
	Iteration 42Q: 3 clusters Score -1083630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1083646.125000 Penalty: 4503.286621
	Iteration 43Q: 3 clusters Score -1083646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1083651.875000 Penalty: 4503.286621
	Iteration 44Q: 3 clusters Score -1083652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1083667.125000 Penalty: 4503.286621
	Iteration 45Q: 3 clusters Score -1083667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1083676.500000 Penalty: 4503.286621
	Iteration 46Q: 3 clusters Score -1083676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1083690.000000 Penalty: 4503.286621
	Iteration 47Q: 3 clusters Score -1083690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1083694.750000 Penalty: 4503.286621
	Iteration 48Q: 3 clusters Score -1083695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1083698.750000 Penalty: 4503.286621
	Iteration 49Q: 3 clusters Score -1083699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1083698.625000 Penalty: 4503.286621
	Iteration 50Q: 3 clusters Score -1083699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1083708.375000 Penalty: 4503.286621
	Iteration 51Q: 3 clusters Score -1083708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1083709.625000 Penalty: 4503.286621
	Iteration 52Q: 3 clusters Score -1083710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1083715.875000 Penalty: 4503.286621
	Iteration 53Q: 3 clusters Score -1083716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1083717.125000 Penalty: 4503.286621
	Iteration 54Q: 3 clusters Score -1083717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1083723.375000 Penalty: 4503.286621
	Iteration 55Q: 3 clusters Score -1083723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1083728.125000 Penalty: 4503.286621
	Iteration 56Q: 3 clusters Score -1083728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1083732.125000 Penalty: 4503.286621
	Iteration 57Q: 3 clusters Score -1083732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1083738.625000 Penalty: 4503.286621
	Iteration 58Q: 3 clusters Score -1083739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1083743.750000 Penalty: 4503.286621
	Iteration 59Q: 3 clusters Score -1083744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1083747.500000 Penalty: 4503.286621
	Iteration 60F: 3 clusters Score -1083748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1083754.000000 Penalty: 4503.286621
	Iteration 61Q: 3 clusters Score -1083754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1083754.125000 Penalty: 4503.286621
	Iteration 62Q: 3 clusters Score -1083754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1083757.375000 Penalty: 4503.286621
	Iteration 63Q: 3 clusters Score -1083757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1083758.000000 Penalty: 4503.286621
	Iteration 64Q: 3 clusters Score -1083758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1083761.250000 Penalty: 4503.286621
	Iteration 65Q: 3 clusters Score -1083761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1083762.750000 Penalty: 4503.286621
	Iteration 66Q: 3 clusters Score -1083763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1083763.750000 Penalty: 4503.286621
	Iteration 67Q: 3 clusters Score -1083764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1083766.000000 Penalty: 4503.286621
	Iteration 68Q: 3 clusters Score -1083766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1083767.500000 Penalty: 4503.286621
	Iteration 69Q: 3 clusters Score -1083768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1083769.250000 Penalty: 4503.286621
	Iteration 70Q: 3 clusters Score -1083769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1083771.000000 Penalty: 4503.286621
	Iteration 71Q: 3 clusters Score -1083771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1083769.750000 Penalty: 4503.286621
	Iteration 72Q: 3 clusters Score -1083770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1083770.500000 Penalty: 4503.286621
	Iteration 73Q: 3 clusters Score -1083770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1083771.375000 Penalty: 4503.286621
	Iteration 74Q: 3 clusters Score -1083771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1083771.375000 Penalty: 4503.286621
	Iteration 75F: 3 clusters Score -1083771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -42745.687500 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -42745.69 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 215 members 
Entering Unmasked Estep 
Score: -41407.898438 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -41407.9 nChanged 78
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: -41692.824219 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -41692.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41856.125000 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -41856.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41962.914062 Penalty: 2975.472656
	Iteration 3F: 3 clusters Score -41962.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42017.824219 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -42017.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42078.937500 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -42078.94 nChanged 8
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: -42148.531250 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -42148.53 nChanged 2
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: -42161.207031 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -42161.21 nChanged 0
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: -42161.207031 Penalty: 2975.472656
	Iteration 8F: 3 clusters Score -42161.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (71207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Entering Unmasked Estep 
Score: -9166200.000000 Penalty: 2770.989990
	Iteration 0F: 2 clusters Score -9166200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -9118504.000000 Penalty: 5541.979980
	Iteration 0F: 3 clusters Score -9118504 nChanged 33287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -9137864.000000 Penalty: 5541.979980
	Iteration 1F: 3 clusters Score -9137864 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -9139273.000000 Penalty: 5541.979980
	Iteration 2Q: 3 clusters Score -9139273 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -9141245.000000 Penalty: 5541.979980
	Iteration 3F: 3 clusters Score -9141245 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -9143313.000000 Penalty: 5541.979980
	Iteration 4F: 3 clusters Score -9143313 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -9145644.000000 Penalty: 5541.979980
	Iteration 5F: 3 clusters Score -9145644 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -9148038.000000 Penalty: 5541.979980
	Iteration 6F: 3 clusters Score -9148038 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -9150216.000000 Penalty: 5541.979980
	Iteration 7F: 3 clusters Score -9150216 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -9152339.000000 Penalty: 5541.979980
	Iteration 8F: 3 clusters Score -9152339 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -9154618.000000 Penalty: 5541.979980
	Iteration 9Q: 3 clusters Score -9154618 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -9156864.000000 Penalty: 5541.979980
	Iteration 10Q: 3 clusters Score -9156864 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -9159038.000000 Penalty: 5541.979980
	Iteration 11Q: 3 clusters Score -9159038 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -9160782.000000 Penalty: 5541.979980
	Iteration 12Q: 3 clusters Score -9160782 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9162102.000000 Penalty: 5541.979980
	Iteration 13Q: 3 clusters Score -9162102 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9162937.000000 Penalty: 5541.979980
	Iteration 14Q: 3 clusters Score -9162937 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9163399.000000 Penalty: 5541.979980
	Iteration 15Q: 3 clusters Score -9163399 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9163634.000000 Penalty: 5541.979980
	Iteration 16Q: 3 clusters Score -9163634 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9163738.000000 Penalty: 5541.979980
	Iteration 17Q: 3 clusters Score -9163738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9163811.000000 Penalty: 5541.979980
	Iteration 18Q: 3 clusters Score -9163811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9163837.000000 Penalty: 5541.979980
	Iteration 19Q: 3 clusters Score -9163837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9163859.000000 Penalty: 5541.979980
	Iteration 20F: 3 clusters Score -9163859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9163872.000000 Penalty: 5541.979980
	Iteration 21Q: 3 clusters Score -9163872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9163892.000000 Penalty: 5541.979980
	Iteration 22Q: 3 clusters Score -9163892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9163901.000000 Penalty: 5541.979980
	Iteration 23Q: 3 clusters Score -9163901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9163920.000000 Penalty: 5541.979980
	Iteration 24Q: 3 clusters Score -9163920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70755 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9163941.000000 Penalty: 5541.979980
	Iteration 25Q: 3 clusters Score -9163941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9163948.000000 Penalty: 5541.979980
	Iteration 26Q: 3 clusters Score -9163948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9163956.000000 Penalty: 5541.979980
	Iteration 27Q: 3 clusters Score -9163956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9163949.000000 Penalty: 5541.979980
	Iteration 28Q: 3 clusters Score -9163949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9163954.000000 Penalty: 5541.979980
	Iteration 29Q: 3 clusters Score -9163954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9163960.000000 Penalty: 5541.979980
	Iteration 30Q: 3 clusters Score -9163960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9163963.000000 Penalty: 5541.979980
	Iteration 31Q: 3 clusters Score -9163963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9163972.000000 Penalty: 5541.979980
	Iteration 32Q: 3 clusters Score -9163972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9163970.000000 Penalty: 5541.979980
	Iteration 33Q: 3 clusters Score -9163970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9163965.000000 Penalty: 5541.979980
	Iteration 34Q: 3 clusters Score -9163965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9163968.000000 Penalty: 5541.979980
	Iteration 35Q: 3 clusters Score -9163968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9163971.000000 Penalty: 5541.979980
	Iteration 36Q: 3 clusters Score -9163971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9163966.000000 Penalty: 5541.979980
	Iteration 37Q: 3 clusters Score -9163966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70789 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9163971.000000 Penalty: 5541.979980
	Iteration 38Q: 3 clusters Score -9163971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9163974.000000 Penalty: 5541.979980
	Iteration 39Q: 3 clusters Score -9163974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9163971.000000 Penalty: 5541.979980
	Iteration 40F: 3 clusters Score -9163971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Entering Unmasked Estep 
Score: -2404799.250000 Penalty: 2440.508789
	Iteration 0F: 2 clusters Score -2404799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2391482.250000 Penalty: 4881.017578
	Iteration 0F: 3 clusters Score -2391482 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2395767.750000 Penalty: 4881.017578
	Iteration 1F: 3 clusters Score -2395768 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2396176.000000 Penalty: 4881.017578
	Iteration 2F: 3 clusters Score -2396176 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2396582.250000 Penalty: 4881.017578
	Iteration 3F: 3 clusters Score -2396582 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2397007.750000 Penalty: 4881.017578
	Iteration 4Q: 3 clusters Score -2397008 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2397445.500000 Penalty: 4881.017578
	Iteration 5Q: 3 clusters Score -2397446 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2397878.000000 Penalty: 4881.017578
	Iteration 6Q: 3 clusters Score -2397878 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2398394.750000 Penalty: 4881.017578
	Iteration 7Q: 3 clusters Score -2398395 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2398862.500000 Penalty: 4881.017578
	Iteration 8Q: 3 clusters Score -2398862 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2399261.000000 Penalty: 4881.017578
	Iteration 9Q: 3 clusters Score -2399261 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2399614.000000 Penalty: 4881.017578
	Iteration 10Q: 3 clusters Score -2399614 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2399872.750000 Penalty: 4881.017578
	Iteration 11Q: 3 clusters Score -2399873 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2400056.250000 Penalty: 4881.017578
	Iteration 12Q: 3 clusters Score -2400056 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2400228.000000 Penalty: 4881.017578
	Iteration 13Q: 3 clusters Score -2400228 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2400335.000000 Penalty: 4881.017578
	Iteration 14Q: 3 clusters Score -2400335 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2400443.750000 Penalty: 4881.017578
	Iteration 15Q: 3 clusters Score -2400444 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2400545.000000 Penalty: 4881.017578
	Iteration 16Q: 3 clusters Score -2400545 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2400630.500000 Penalty: 4881.017578
	Iteration 17Q: 3 clusters Score -2400630 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2400703.250000 Penalty: 4881.017578
	Iteration 18Q: 3 clusters Score -2400703 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2400766.000000 Penalty: 4881.017578
	Iteration 19Q: 3 clusters Score -2400766 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2400827.000000 Penalty: 4881.017578
	Iteration 20F: 3 clusters Score -2400827 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2400882.750000 Penalty: 4881.017578
	Iteration 21Q: 3 clusters Score -2400883 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2400942.250000 Penalty: 4881.017578
	Iteration 22Q: 3 clusters Score -2400942 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2400990.750000 Penalty: 4881.017578
	Iteration 23Q: 3 clusters Score -2400991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2401043.250000 Penalty: 4881.017578
	Iteration 24Q: 3 clusters Score -2401043 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2401102.250000 Penalty: 4881.017578
	Iteration 25Q: 3 clusters Score -2401102 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2401149.250000 Penalty: 4881.017578
	Iteration 26Q: 3 clusters Score -2401149 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2401181.500000 Penalty: 4881.017578
	Iteration 27Q: 3 clusters Score -2401182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2401197.500000 Penalty: 4881.017578
	Iteration 28Q: 3 clusters Score -2401198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2401213.000000 Penalty: 4881.017578
	Iteration 29Q: 3 clusters Score -2401213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2401224.000000 Penalty: 4881.017578
	Iteration 30Q: 3 clusters Score -2401224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2401228.750000 Penalty: 4881.017578
	Iteration 31Q: 3 clusters Score -2401229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2401236.000000 Penalty: 4881.017578
	Iteration 32Q: 3 clusters Score -2401236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2401244.500000 Penalty: 4881.017578
	Iteration 33Q: 3 clusters Score -2401244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2401248.500000 Penalty: 4881.017578
	Iteration 34Q: 3 clusters Score -2401248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2401258.000000 Penalty: 4881.017578
	Iteration 35Q: 3 clusters Score -2401258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2401260.500000 Penalty: 4881.017578
	Iteration 36Q: 3 clusters Score -2401260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2401263.500000 Penalty: 4881.017578
	Iteration 37Q: 3 clusters Score -2401264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2401261.000000 Penalty: 4881.017578
	Iteration 38Q: 3 clusters Score -2401261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2401264.250000 Penalty: 4881.017578
	Iteration 39Q: 3 clusters Score -2401264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2401264.500000 Penalty: 4881.017578
	Iteration 40F: 3 clusters Score -2401264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2401273.750000 Penalty: 4881.017578
	Iteration 41Q: 3 clusters Score -2401274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2401268.000000 Penalty: 4881.017578
	Iteration 42Q: 3 clusters Score -2401268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2401272.500000 Penalty: 4881.017578
	Iteration 43Q: 3 clusters Score -2401272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2401271.750000 Penalty: 4881.017578
	Iteration 44Q: 3 clusters Score -2401272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2401276.750000 Penalty: 4881.017578
	Iteration 45Q: 3 clusters Score -2401277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2401279.500000 Penalty: 4881.017578
	Iteration 46Q: 3 clusters Score -2401280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2401281.500000 Penalty: 4881.017578
	Iteration 47Q: 3 clusters Score -2401282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2401279.000000 Penalty: 4881.017578
	Iteration 48Q: 3 clusters Score -2401279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2401281.250000 Penalty: 4881.017578
	Iteration 49Q: 3 clusters Score -2401281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2401281.750000 Penalty: 4881.017578
	Iteration 50Q: 3 clusters Score -2401282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2401286.750000 Penalty: 4881.017578
	Iteration 51Q: 3 clusters Score -2401287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2401288.750000 Penalty: 4881.017578
	Iteration 52Q: 3 clusters Score -2401289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2401295.500000 Penalty: 4881.017578
	Iteration 53Q: 3 clusters Score -2401296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2401290.750000 Penalty: 4881.017578
	Iteration 54Q: 3 clusters Score -2401291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2401294.500000 Penalty: 4881.017578
	Iteration 55Q: 3 clusters Score -2401294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2401293.250000 Penalty: 4881.017578
	Iteration 56Q: 3 clusters Score -2401293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2401292.750000 Penalty: 4881.017578
	Iteration 57Q: 3 clusters Score -2401293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2401293.000000 Penalty: 4881.017578
	Iteration 58Q: 3 clusters Score -2401293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2401292.000000 Penalty: 4881.017578
	Iteration 59Q: 3 clusters Score -2401292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2401292.250000 Penalty: 4881.017578
	Iteration 60F: 3 clusters Score -2401292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2401295.500000 Penalty: 4881.017578
	Iteration 61Q: 3 clusters Score -2401296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2401298.750000 Penalty: 4881.017578
	Iteration 62Q: 3 clusters Score -2401299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2401295.500000 Penalty: 4881.017578
	Iteration 63Q: 3 clusters Score -2401296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2401295.500000 Penalty: 4881.017578
	Iteration 64F: 3 clusters Score -2401296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -269406.062500 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -269406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -266695.718750 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -266695.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267146.187500 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -267146.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -267300.812500 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -267300.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -267394.406250 Penalty: 3788.307373
	Iteration 3F: 3 clusters Score -267394.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -267459.406250 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -267459.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -267522.093750 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -267522.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267557.906250 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -267557.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -267587.093750 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -267587.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267607.218750 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -267607.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -267623.437500 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -267623.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -267637.125000 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -267637.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -267648.781250 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -267648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -267657.406250 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -267657.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -267663.531250 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -267663.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -267667.625000 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -267667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -267668.750000 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -267668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -267668.750000 Penalty: 3788.307373
	Iteration 16F: 3 clusters Score -267668.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25537.789062 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -25537.79 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 121 members 
Entering Unmasked Estep 
Score: -24387.878906 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -24387.88 nChanged 19
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: -24452.330078 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -24452.33 nChanged 2
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: -24458.787109 Penalty: 2716.325684
	Iteration 2Q: 3 clusters Score -24458.79 nChanged 4
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: -24476.625000 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -24476.62 nChanged 3
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: -24494.320312 Penalty: 2716.325684
	Iteration 4Q: 3 clusters Score -24494.32 nChanged 2
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: -24501.560547 Penalty: 2716.325684
	Iteration 5Q: 3 clusters Score -24501.56 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: -24501.560547 Penalty: 2716.325684
	Iteration 6F: 3 clusters Score -24501.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Entering Unmasked Estep 
Score: -615305.312500 Penalty: 2099.595215
	Iteration 0F: 2 clusters Score -615305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -610925.000000 Penalty: 4199.190430
	Iteration 0F: 3 clusters Score -610925 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -611899.937500 Penalty: 4199.190430
	Iteration 1F: 3 clusters Score -611899.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -612091.875000 Penalty: 4199.190430
	Iteration 2F: 3 clusters Score -612091.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -612211.312500 Penalty: 4199.190430
	Iteration 3Q: 3 clusters Score -612211.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -612302.375000 Penalty: 4199.190430
	Iteration 4Q: 3 clusters Score -612302.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -612370.562500 Penalty: 4199.190430
	Iteration 5Q: 3 clusters Score -612370.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -612423.625000 Penalty: 4199.190430
	Iteration 6Q: 3 clusters Score -612423.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -612475.437500 Penalty: 4199.190430
	Iteration 7Q: 3 clusters Score -612475.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -612520.812500 Penalty: 4199.190430
	Iteration 8Q: 3 clusters Score -612520.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -612566.000000 Penalty: 4199.190430
	Iteration 9Q: 3 clusters Score -612566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -612621.187500 Penalty: 4199.190430
	Iteration 10Q: 3 clusters Score -612621.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -612693.125000 Penalty: 4199.190430
	Iteration 11Q: 3 clusters Score -612693.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -612763.312500 Penalty: 4199.190430
	Iteration 12Q: 3 clusters Score -612763.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -612844.312500 Penalty: 4199.190430
	Iteration 13Q: 3 clusters Score -612844.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -612935.562500 Penalty: 4199.190430
	Iteration 14Q: 3 clusters Score -612935.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -613067.937500 Penalty: 4199.190430
	Iteration 15Q: 3 clusters Score -613067.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -613191.500000 Penalty: 4199.190430
	Iteration 16Q: 3 clusters Score -613191.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -613304.000000 Penalty: 4199.190430
	Iteration 17Q: 3 clusters Score -613304 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -613394.000000 Penalty: 4199.190430
	Iteration 18Q: 3 clusters Score -613394 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -613484.312500 Penalty: 4199.190430
	Iteration 19Q: 3 clusters Score -613484.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -613562.375000 Penalty: 4199.190430
	Iteration 20F: 3 clusters Score -613562.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -613643.625000 Penalty: 4199.190430
	Iteration 21Q: 3 clusters Score -613643.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -613789.187500 Penalty: 4199.190430
	Iteration 22Q: 3 clusters Score -613789.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -613951.250000 Penalty: 4199.190430
	Iteration 23Q: 3 clusters Score -613951.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -614099.000000 Penalty: 4199.190430
	Iteration 24Q: 3 clusters Score -614099 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -614203.500000 Penalty: 4199.190430
	Iteration 25Q: 3 clusters Score -614203.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -614266.375000 Penalty: 4199.190430
	Iteration 26Q: 3 clusters Score -614266.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -614298.312500 Penalty: 4199.190430
	Iteration 27Q: 3 clusters Score -614298.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -614317.187500 Penalty: 4199.190430
	Iteration 28Q: 3 clusters Score -614317.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -614327.125000 Penalty: 4199.190430
	Iteration 29Q: 3 clusters Score -614327.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -614338.625000 Penalty: 4199.190430
	Iteration 30Q: 3 clusters Score -614338.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -614342.937500 Penalty: 4199.190430
	Iteration 31Q: 3 clusters Score -614342.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -614350.687500 Penalty: 4199.190430
	Iteration 32Q: 3 clusters Score -614350.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -614355.687500 Penalty: 4199.190430
	Iteration 33Q: 3 clusters Score -614355.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -614357.812500 Penalty: 4199.190430
	Iteration 34Q: 3 clusters Score -614357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -614360.687500 Penalty: 4199.190430
	Iteration 35Q: 3 clusters Score -614360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -614363.250000 Penalty: 4199.190430
	Iteration 36Q: 3 clusters Score -614363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -614363.312500 Penalty: 4199.190430
	Iteration 37Q: 3 clusters Score -614363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -614364.750000 Penalty: 4199.190430
	Iteration 38Q: 3 clusters Score -614364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -614365.500000 Penalty: 4199.190430
	Iteration 39Q: 3 clusters Score -614365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -614368.062500 Penalty: 4199.190430
	Iteration 40F: 3 clusters Score -614368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -614373.125000 Penalty: 4199.190430
	Iteration 41Q: 3 clusters Score -614373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -614376.125000 Penalty: 4199.190430
	Iteration 42Q: 3 clusters Score -614376.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -614378.000000 Penalty: 4199.190430
	Iteration 43Q: 3 clusters Score -614378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -614380.562500 Penalty: 4199.190430
	Iteration 44Q: 3 clusters Score -614380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -614382.062500 Penalty: 4199.190430
	Iteration 45Q: 3 clusters Score -614382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -614383.375000 Penalty: 4199.190430
	Iteration 46Q: 3 clusters Score -614383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -614383.187500 Penalty: 4199.190430
	Iteration 47Q: 3 clusters Score -614383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -614383.625000 Penalty: 4199.190430
	Iteration 48Q: 3 clusters Score -614383.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -614383.625000 Penalty: 4199.190430
	Iteration 49F: 3 clusters Score -614383.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -428239.812500 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -428239.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -424585.468750 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -424585.5 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -425376.156250 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -425376.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -425616.093750 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -425616.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -425823.593750 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -425823.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -426031.718750 Penalty: 4076.117432
	Iteration 4F: 3 clusters Score -426031.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -426218.500000 Penalty: 4076.117432
	Iteration 5F: 3 clusters Score -426218.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -426400.343750 Penalty: 4076.117432
	Iteration 6F: 3 clusters Score -426400.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -426546.625000 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -426546.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -426652.000000 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -426652 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -426756.156250 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -426756.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -426839.593750 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -426839.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -426910.281250 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -426910.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -426958.156250 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -426958.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -426991.312500 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -426991.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -427018.187500 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -427018.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -427034.093750 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -427034.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -427048.531250 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -427048.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -427064.531250 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -427064.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -427074.718750 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -427074.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -427084.562500 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -427084.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -427090.937500 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -427090.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -427099.812500 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -427099.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -427112.625000 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -427112.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -427119.937500 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -427119.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -427122.687500 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -427122.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -427124.968750 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -427125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -427125.875000 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -427125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -427126.375000 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -427126.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -427126.375000 Penalty: 4076.117432
	Iteration 28F: 3 clusters Score -427126.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -403049.406250 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -403049.4 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 1583 members 
Entering Unmasked Estep 
Score: -399674.312500 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -399674.3 nChanged 1080
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: -400350.281250 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -400350.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -400519.968750 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -400520 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -400628.218750 Penalty: 3999.123047
	Iteration 3Q: 3 clusters Score -400628.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -400726.031250 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -400726 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -400813.125000 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -400813.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -400900.968750 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -400901 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -400998.093750 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -400998.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -401116.000000 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -401116 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -401283.562500 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -401283.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -401513.593750 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -401513.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -401784.968750 Penalty: 3999.123047
	Iteration 11F: 3 clusters Score -401785 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -402159.281250 Penalty: 3999.123047
	Iteration 12F: 3 clusters Score -402159.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -402630.593750 Penalty: 3999.123047
	Iteration 13F: 3 clusters Score -402630.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -403192.281250 Penalty: 3999.123047
	Iteration 14F: 3 clusters Score -403192.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -403699.781250 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -403699.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -404148.562500 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -404148.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -404281.937500 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -404281.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -404313.375000 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -404313.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -404318.875000 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -404318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -404319.468750 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -404319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -404319.687500 Penalty: 3999.123047
	Iteration 21Q: 3 clusters Score -404319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -404319.687500 Penalty: 3999.123047
	Iteration 22F: 3 clusters Score -404319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31977 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53089 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 40847 members 
Mstep: Class 9 contains 156106 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 31172 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 105667 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8771 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71207 members 
Mstep: Class 23 contains 18784 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 1137 members 
Mstep: Class 29 contains 17349 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 2037 members 
Entering Unmasked Estep 
Score: -77990128.000000 Penalty: 109260.546875
Splitting cluster 28 changes total score from -77990576.000000 to -77990128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (17349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Entering Unmasked Estep 
Score: -2211360.000000 Penalty: 2420.800049
	Iteration 0F: 2 clusters Score -2211360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2198855.000000 Penalty: 4841.600098
	Iteration 0F: 3 clusters Score -2198855 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2202909.500000 Penalty: 4841.600098
	Iteration 1F: 3 clusters Score -2202910 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2203215.250000 Penalty: 4841.600098
	Iteration 2F: 3 clusters Score -2203215 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2203451.500000 Penalty: 4841.600098
	Iteration 3Q: 3 clusters Score -2203452 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2203618.500000 Penalty: 4841.600098
	Iteration 4Q: 3 clusters Score -2203618 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2203767.500000 Penalty: 4841.600098
	Iteration 5Q: 3 clusters Score -2203768 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2203876.000000 Penalty: 4841.600098
	Iteration 6Q: 3 clusters Score -2203876 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2203981.500000 Penalty: 4841.600098
	Iteration 7Q: 3 clusters Score -2203982 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2204065.750000 Penalty: 4841.600098
	Iteration 8Q: 3 clusters Score -2204066 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2204163.000000 Penalty: 4841.600098
	Iteration 9Q: 3 clusters Score -2204163 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2204296.750000 Penalty: 4841.600098
	Iteration 10Q: 3 clusters Score -2204297 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2204407.000000 Penalty: 4841.600098
	Iteration 11Q: 3 clusters Score -2204407 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2204551.750000 Penalty: 4841.600098
	Iteration 12Q: 3 clusters Score -2204552 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2204671.000000 Penalty: 4841.600098
	Iteration 13Q: 3 clusters Score -2204671 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2204809.250000 Penalty: 4841.600098
	Iteration 14Q: 3 clusters Score -2204809 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2204954.500000 Penalty: 4841.600098
	Iteration 15Q: 3 clusters Score -2204954 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2205130.250000 Penalty: 4841.600098
	Iteration 16Q: 3 clusters Score -2205130 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2205333.000000 Penalty: 4841.600098
	Iteration 17Q: 3 clusters Score -2205333 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2205597.750000 Penalty: 4841.600098
	Iteration 18Q: 3 clusters Score -2205598 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2205919.250000 Penalty: 4841.600098
	Iteration 19Q: 3 clusters Score -2205919 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2206338.250000 Penalty: 4841.600098
	Iteration 20F: 3 clusters Score -2206338 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2206857.500000 Penalty: 4841.600098
	Iteration 21Q: 3 clusters Score -2206858 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2207383.750000 Penalty: 4841.600098
	Iteration 22Q: 3 clusters Score -2207384 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2207816.000000 Penalty: 4841.600098
	Iteration 23Q: 3 clusters Score -2207816 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2208175.250000 Penalty: 4841.600098
	Iteration 24Q: 3 clusters Score -2208175 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2208462.000000 Penalty: 4841.600098
	Iteration 25Q: 3 clusters Score -2208462 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2208637.250000 Penalty: 4841.600098
	Iteration 26Q: 3 clusters Score -2208637 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2208773.000000 Penalty: 4841.600098
	Iteration 27Q: 3 clusters Score -2208773 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2208874.250000 Penalty: 4841.600098
	Iteration 28Q: 3 clusters Score -2208874 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2208943.500000 Penalty: 4841.600098
	Iteration 29Q: 3 clusters Score -2208944 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2209002.000000 Penalty: 4841.600098
	Iteration 30Q: 3 clusters Score -2209002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2209057.500000 Penalty: 4841.600098
	Iteration 31Q: 3 clusters Score -2209058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2209123.000000 Penalty: 4841.600098
	Iteration 32Q: 3 clusters Score -2209123 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2209165.750000 Penalty: 4841.600098
	Iteration 33Q: 3 clusters Score -2209166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2209218.500000 Penalty: 4841.600098
	Iteration 34Q: 3 clusters Score -2209218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2209251.250000 Penalty: 4841.600098
	Iteration 35Q: 3 clusters Score -2209251 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2209287.250000 Penalty: 4841.600098
	Iteration 36Q: 3 clusters Score -2209287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2209314.750000 Penalty: 4841.600098
	Iteration 37Q: 3 clusters Score -2209315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2209336.000000 Penalty: 4841.600098
	Iteration 38Q: 3 clusters Score -2209336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2209355.250000 Penalty: 4841.600098
	Iteration 39Q: 3 clusters Score -2209355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2209371.750000 Penalty: 4841.600098
	Iteration 40F: 3 clusters Score -2209372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2209383.750000 Penalty: 4841.600098
	Iteration 41Q: 3 clusters Score -2209384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2209389.000000 Penalty: 4841.600098
	Iteration 42Q: 3 clusters Score -2209389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2209394.000000 Penalty: 4841.600098
	Iteration 43Q: 3 clusters Score -2209394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2209399.250000 Penalty: 4841.600098
	Iteration 44Q: 3 clusters Score -2209399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2209400.500000 Penalty: 4841.600098
	Iteration 45Q: 3 clusters Score -2209400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2209404.000000 Penalty: 4841.600098
	Iteration 46Q: 3 clusters Score -2209404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2209402.000000 Penalty: 4841.600098
	Iteration 47Q: 3 clusters Score -2209402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2209403.000000 Penalty: 4841.600098
	Iteration 48Q: 3 clusters Score -2209403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2209406.500000 Penalty: 4841.600098
	Iteration 49Q: 3 clusters Score -2209406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2209406.250000 Penalty: 4841.600098
	Iteration 50Q: 3 clusters Score -2209406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2209403.750000 Penalty: 4841.600098
	Iteration 51Q: 3 clusters Score -2209404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2209405.500000 Penalty: 4841.600098
	Iteration 52Q: 3 clusters Score -2209406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2209408.000000 Penalty: 4841.600098
	Iteration 53Q: 3 clusters Score -2209408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2209409.000000 Penalty: 4841.600098
	Iteration 54Q: 3 clusters Score -2209409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2209411.250000 Penalty: 4841.600098
	Iteration 55Q: 3 clusters Score -2209411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2209413.250000 Penalty: 4841.600098
	Iteration 56Q: 3 clusters Score -2209413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2209418.250000 Penalty: 4841.600098
	Iteration 57Q: 3 clusters Score -2209418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2209422.750000 Penalty: 4841.600098
	Iteration 58Q: 3 clusters Score -2209423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2209421.750000 Penalty: 4841.600098
	Iteration 59Q: 3 clusters Score -2209422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2209426.000000 Penalty: 4841.600098
	Iteration 60F: 3 clusters Score -2209426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2209426.250000 Penalty: 4841.600098
	Iteration 61Q: 3 clusters Score -2209426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2209430.500000 Penalty: 4841.600098
	Iteration 62Q: 3 clusters Score -2209430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2209430.250000 Penalty: 4841.600098
	Iteration 63Q: 3 clusters Score -2209430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2209427.250000 Penalty: 4841.600098
	Iteration 64Q: 3 clusters Score -2209427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2209431.750000 Penalty: 4841.600098
	Iteration 65Q: 3 clusters Score -2209432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2209437.500000 Penalty: 4841.600098
	Iteration 66Q: 3 clusters Score -2209438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2209433.000000 Penalty: 4841.600098
	Iteration 67Q: 3 clusters Score -2209433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2209437.750000 Penalty: 4841.600098
	Iteration 68Q: 3 clusters Score -2209438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2209434.500000 Penalty: 4841.600098
	Iteration 69Q: 3 clusters Score -2209434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2209432.500000 Penalty: 4841.600098
	Iteration 70Q: 3 clusters Score -2209432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2209432.500000 Penalty: 4841.600098
	Iteration 71F: 3 clusters Score -2209432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -518383.656250 Penalty: 2072.134277
	Iteration 0F: 2 clusters Score -518383.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -514340.500000 Penalty: 4144.268555
	Iteration 0F: 3 clusters Score -514340.5 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -515266.843750 Penalty: 4144.268555
	Iteration 1F: 3 clusters Score -515266.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -515498.250000 Penalty: 4144.268555
	Iteration 2F: 3 clusters Score -515498.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -515679.812500 Penalty: 4144.268555
	Iteration 3F: 3 clusters Score -515679.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -515804.843750 Penalty: 4144.268555
	Iteration 4Q: 3 clusters Score -515804.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -515901.906250 Penalty: 4144.268555
	Iteration 5Q: 3 clusters Score -515901.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -515990.031250 Penalty: 4144.268555
	Iteration 6Q: 3 clusters Score -515990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -516074.562500 Penalty: 4144.268555
	Iteration 7Q: 3 clusters Score -516074.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -516140.843750 Penalty: 4144.268555
	Iteration 8Q: 3 clusters Score -516140.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -516210.343750 Penalty: 4144.268555
	Iteration 9Q: 3 clusters Score -516210.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -516288.375000 Penalty: 4144.268555
	Iteration 10Q: 3 clusters Score -516288.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -516363.156250 Penalty: 4144.268555
	Iteration 11Q: 3 clusters Score -516363.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -516417.500000 Penalty: 4144.268555
	Iteration 12Q: 3 clusters Score -516417.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -516458.781250 Penalty: 4144.268555
	Iteration 13Q: 3 clusters Score -516458.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -516491.468750 Penalty: 4144.268555
	Iteration 14Q: 3 clusters Score -516491.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -516519.875000 Penalty: 4144.268555
	Iteration 15Q: 3 clusters Score -516519.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -516541.750000 Penalty: 4144.268555
	Iteration 16Q: 3 clusters Score -516541.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -516559.062500 Penalty: 4144.268555
	Iteration 17Q: 3 clusters Score -516559.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -516568.437500 Penalty: 4144.268555
	Iteration 18Q: 3 clusters Score -516568.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -516575.687500 Penalty: 4144.268555
	Iteration 19Q: 3 clusters Score -516575.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -516586.000000 Penalty: 4144.268555
	Iteration 20F: 3 clusters Score -516586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -516592.000000 Penalty: 4144.268555
	Iteration 21Q: 3 clusters Score -516592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -516596.500000 Penalty: 4144.268555
	Iteration 22Q: 3 clusters Score -516596.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -516600.218750 Penalty: 4144.268555
	Iteration 23Q: 3 clusters Score -516600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -516602.375000 Penalty: 4144.268555
	Iteration 24Q: 3 clusters Score -516602.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -516607.937500 Penalty: 4144.268555
	Iteration 25Q: 3 clusters Score -516607.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -516612.000000 Penalty: 4144.268555
	Iteration 26Q: 3 clusters Score -516612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -516615.593750 Penalty: 4144.268555
	Iteration 27Q: 3 clusters Score -516615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -516617.125000 Penalty: 4144.268555
	Iteration 28Q: 3 clusters Score -516617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -516618.187500 Penalty: 4144.268555
	Iteration 29Q: 3 clusters Score -516618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -516617.656250 Penalty: 4144.268555
	Iteration 30Q: 3 clusters Score -516617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -516618.906250 Penalty: 4144.268555
	Iteration 31Q: 3 clusters Score -516618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -516619.375000 Penalty: 4144.268555
	Iteration 32Q: 3 clusters Score -516619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -516619.812500 Penalty: 4144.268555
	Iteration 33Q: 3 clusters Score -516619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -516620.750000 Penalty: 4144.268555
	Iteration 34Q: 3 clusters Score -516620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -516621.062500 Penalty: 4144.268555
	Iteration 35Q: 3 clusters Score -516621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -516621.468750 Penalty: 4144.268555
	Iteration 36Q: 3 clusters Score -516621.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -516623.656250 Penalty: 4144.268555
	Iteration 37Q: 3 clusters Score -516623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -516623.718750 Penalty: 4144.268555
	Iteration 38Q: 3 clusters Score -516623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -516625.468750 Penalty: 4144.268555
	Iteration 39Q: 3 clusters Score -516625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -516626.687500 Penalty: 4144.268555
	Iteration 40F: 3 clusters Score -516626.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -516631.218750 Penalty: 4144.268555
	Iteration 41Q: 3 clusters Score -516631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -516634.218750 Penalty: 4144.268555
	Iteration 42Q: 3 clusters Score -516634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -516634.406250 Penalty: 4144.268555
	Iteration 43Q: 3 clusters Score -516634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -516636.875000 Penalty: 4144.268555
	Iteration 44Q: 3 clusters Score -516636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -516637.125000 Penalty: 4144.268555
	Iteration 45Q: 3 clusters Score -516637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -516637.125000 Penalty: 4144.268555
	Iteration 46F: 3 clusters Score -516637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -38887.722656 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -38887.72 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 178 members 
Entering Unmasked Estep 
Score: -37756.437500 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -37756.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37953.976562 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -37953.98 nChanged 24
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: -38039.207031 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -38039.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -38110.964844 Penalty: 2892.613770
	Iteration 3F: 3 clusters Score -38110.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -38173.441406 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -38173.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -38238.585938 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -38238.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -38277.417969 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -38277.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -38300.187500 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -38300.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -38307.468750 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -38307.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -38310.058594 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -38310.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -38314.515625 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -38314.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -38318.812500 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -38318.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -38327.699219 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -38327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -38331.417969 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -38331.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -38331.417969 Penalty: 2892.613770
	Iteration 14F: 3 clusters Score -38331.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31977 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 53089 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 40847 members 
Mstep: Class 9 contains 156106 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 31172 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 105667 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8771 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71207 members 
Mstep: Class 23 contains 18784 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3707 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17349 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990704.000000 Penalty: 105949.625000
Iteration 119Q: 33 clusters Score -7.79907e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 31976 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 53089 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 40843 members 
Mstep: Class 9 contains 156106 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8937 members 
Mstep: Class 12 contains 31174 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 105670 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8771 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71205 members 
Mstep: Class 23 contains 18786 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 3173 members 
Mstep: Class 29 contains 17357 members 
Mstep: Class 30 contains 4254 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990824.000000 Penalty: 105949.625000
Iteration 120F: 33 clusters Score -7.799082e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 31975 members 
Mstep: Class 4 contains 8456 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53088 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 40842 members 
Mstep: Class 9 contains 156105 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8913 members 
Mstep: Class 12 contains 31176 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 105684 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8772 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 71204 members 
Mstep: Class 23 contains 18788 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3703 members 
Mstep: Class 28 contains 3173 members 
Mstep: Class 29 contains 17362 members 
Mstep: Class 30 contains 4254 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990936.000000 Penalty: 105949.625000
Iteration 121Q: 33 clusters Score -7.799094e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 31975 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53086 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40841 members 
Mstep: Class 9 contains 156104 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 12 contains 31183 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 105689 members 
Mstep: Class 19 contains 24487 members 
Mstep: Class 20 contains 8771 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71210 members 
Mstep: Class 23 contains 18788 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 3709 members 
Mstep: Class 28 contains 3173 members 
Mstep: Class 29 contains 17363 members 
Mstep: Class 30 contains 4254 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990944.000000 Penalty: 105949.625000
Iteration 122Q: 33 clusters Score -7.799094e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 31973 members 
Mstep: Class 4 contains 8462 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53084 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40842 members 
Mstep: Class 9 contains 156106 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 31200 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 105692 members 
Mstep: Class 19 contains 24488 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71210 members 
Mstep: Class 23 contains 18788 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 3716 members 
Mstep: Class 28 contains 3173 members 
Mstep: Class 29 contains 17366 members 
Mstep: Class 30 contains 4254 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991008.000000 Penalty: 105949.625000
Iteration 123Q: 33 clusters Score -7.799101e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 31972 members 
Mstep: Class 4 contains 8466 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53077 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40842 members 
Mstep: Class 9 contains 156108 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 31219 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 105688 members 
Mstep: Class 19 contains 24488 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71210 members 
Mstep: Class 23 contains 18789 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 3742 members 
Mstep: Class 28 contains 3173 members 
Mstep: Class 29 contains 17370 members 
Mstep: Class 30 contains 4254 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991016.000000 Penalty: 105949.625000
Iteration 124Q: 33 clusters Score -7.799102e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 31972 members 
Mstep: Class 4 contains 8471 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53070 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40837 members 
Mstep: Class 9 contains 156118 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 31234 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2225 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 105677 members 
Mstep: Class 19 contains 24486 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71211 members 
Mstep: Class 23 contains 18788 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 17383 members 
Mstep: Class 30 contains 4254 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990992.000000 Penalty: 105949.625000
Iteration 125Q: 33 clusters Score -7.799099e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 31972 members 
Mstep: Class 4 contains 8477 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53066 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40833 members 
Mstep: Class 9 contains 156120 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8778 members 
Mstep: Class 12 contains 31242 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 105667 members 
Mstep: Class 19 contains 24487 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71208 members 
Mstep: Class 23 contains 18789 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 17388 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990992.000000 Penalty: 105949.625000
Iteration 126Q: 33 clusters Score -7.799099e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 31972 members 
Mstep: Class 4 contains 8484 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53061 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40830 members 
Mstep: Class 9 contains 156125 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8752 members 
Mstep: Class 12 contains 31260 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 105656 members 
Mstep: Class 19 contains 24486 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71213 members 
Mstep: Class 23 contains 18790 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 3820 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 17391 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990968.000000 Penalty: 105949.625000
Iteration 127Q: 33 clusters Score -7.799097e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31972 members 
Mstep: Class 4 contains 8496 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53062 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40828 members 
Mstep: Class 9 contains 156120 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8730 members 
Mstep: Class 12 contains 31270 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 105643 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71216 members 
Mstep: Class 23 contains 18793 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 3847 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 17397 members 
Mstep: Class 30 contains 4254 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991048.000000 Penalty: 105949.625000
Iteration 128Q: 33 clusters Score -7.799105e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 31971 members 
Mstep: Class 4 contains 8505 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53065 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40825 members 
Mstep: Class 9 contains 156118 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8717 members 
Mstep: Class 12 contains 31282 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 105612 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71214 members 
Mstep: Class 23 contains 18798 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4742 members 
Mstep: Class 27 contains 3877 members 
Mstep: Class 28 contains 3176 members 
Mstep: Class 29 contains 17407 members 
Mstep: Class 30 contains 4255 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991176.000000 Penalty: 105949.625000
Iteration 129Q: 33 clusters Score -7.799118e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 31968 members 
Mstep: Class 4 contains 8512 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53070 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 9 contains 156122 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8700 members 
Mstep: Class 12 contains 31293 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 105580 members 
Mstep: Class 19 contains 24486 members 
Mstep: Class 20 contains 8776 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71206 members 
Mstep: Class 23 contains 18801 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4742 members 
Mstep: Class 27 contains 3906 members 
Mstep: Class 28 contains 3176 members 
Mstep: Class 29 contains 17416 members 
Mstep: Class 30 contains 4254 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991096.000000 Penalty: 105949.625000
Iteration 130Q: 33 clusters Score -7.79911e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31968 members 
Mstep: Class 4 contains 8520 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53069 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40817 members 
Mstep: Class 9 contains 156117 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8686 members 
Mstep: Class 12 contains 31308 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 105542 members 
Mstep: Class 19 contains 24489 members 
Mstep: Class 20 contains 8778 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71193 members 
Mstep: Class 23 contains 18806 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 3936 members 
Mstep: Class 28 contains 3176 members 
Mstep: Class 29 contains 17431 members 
Mstep: Class 30 contains 4256 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991000.000000 Penalty: 105949.625000
Iteration 131Q: 33 clusters Score -7.7991e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31964 members 
Mstep: Class 4 contains 8530 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53067 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40814 members 
Mstep: Class 9 contains 156122 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8666 members 
Mstep: Class 12 contains 31306 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 105521 members 
Mstep: Class 19 contains 24488 members 
Mstep: Class 20 contains 8781 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71186 members 
Mstep: Class 23 contains 18811 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 3965 members 
Mstep: Class 28 contains 3176 members 
Mstep: Class 29 contains 17437 members 
Mstep: Class 30 contains 4258 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990952.000000 Penalty: 105949.625000
Iteration 132Q: 33 clusters Score -7.799095e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31957 members 
Mstep: Class 4 contains 8541 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53063 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40810 members 
Mstep: Class 9 contains 156121 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8647 members 
Mstep: Class 12 contains 31308 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2184 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 105503 members 
Mstep: Class 19 contains 24486 members 
Mstep: Class 20 contains 8784 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71185 members 
Mstep: Class 23 contains 18811 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 3995 members 
Mstep: Class 28 contains 3176 members 
Mstep: Class 29 contains 17445 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990888.000000 Penalty: 105949.625000
Iteration 133Q: 33 clusters Score -7.799089e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53060 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40808 members 
Mstep: Class 9 contains 156118 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8621 members 
Mstep: Class 12 contains 31306 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 2843 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 105493 members 
Mstep: Class 19 contains 24488 members 
Mstep: Class 20 contains 8784 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71182 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 4035 members 
Mstep: Class 28 contains 3176 members 
Mstep: Class 29 contains 17449 members 
Mstep: Class 30 contains 4268 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991056.000000 Penalty: 105949.625000
Iteration 134Q: 33 clusters Score -7.799106e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31952 members 
Mstep: Class 4 contains 8558 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53051 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40803 members 
Mstep: Class 9 contains 156124 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 31310 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 2845 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 105469 members 
Mstep: Class 19 contains 24492 members 
Mstep: Class 20 contains 8784 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71172 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 4078 members 
Mstep: Class 28 contains 3176 members 
Mstep: Class 29 contains 17452 members 
Mstep: Class 30 contains 4272 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991016.000000 Penalty: 105949.625000
Iteration 135Q: 33 clusters Score -7.799102e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31949 members 
Mstep: Class 4 contains 8566 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53050 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40800 members 
Mstep: Class 9 contains 156122 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 8581 members 
Mstep: Class 12 contains 31308 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2174 members 
Mstep: Class 16 contains 2843 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 105443 members 
Mstep: Class 19 contains 24494 members 
Mstep: Class 20 contains 8785 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71174 members 
Mstep: Class 23 contains 18829 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 4121 members 
Mstep: Class 28 contains 3176 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991032.000000 Penalty: 105949.625000
Iteration 136Q: 33 clusters Score -7.799103e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31951 members 
Mstep: Class 4 contains 8573 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53045 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40797 members 
Mstep: Class 9 contains 156120 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 8561 members 
Mstep: Class 12 contains 31307 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 16 contains 2842 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 105430 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8786 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71172 members 
Mstep: Class 23 contains 18835 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 4152 members 
Mstep: Class 28 contains 3176 members 
Mstep: Class 29 contains 17476 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991160.000000 Penalty: 105949.625000
Iteration 137Q: 33 clusters Score -7.799116e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53040 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40793 members 
Mstep: Class 9 contains 156123 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 8539 members 
Mstep: Class 12 contains 31301 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2843 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 105433 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8788 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71171 members 
Mstep: Class 23 contains 18842 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 4176 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17479 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991184.000000 Penalty: 105949.625000
Iteration 138Q: 33 clusters Score -7.799118e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53035 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40787 members 
Mstep: Class 9 contains 156125 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 8511 members 
Mstep: Class 12 contains 31298 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 16 contains 2845 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 105439 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71168 members 
Mstep: Class 23 contains 18853 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4718 members 
Mstep: Class 27 contains 4193 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17485 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991184.000000 Penalty: 105949.625000
Iteration 139Q: 33 clusters Score -7.799118e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8591 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53038 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40782 members 
Mstep: Class 9 contains 156125 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 8481 members 
Mstep: Class 12 contains 31293 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 105451 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71164 members 
Mstep: Class 23 contains 18854 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17487 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991184.000000 Penalty: 105949.625000
Iteration 140F: 33 clusters Score -7.799118e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8597 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53041 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40780 members 
Mstep: Class 9 contains 156123 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 8455 members 
Mstep: Class 12 contains 31295 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 2843 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 105457 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71159 members 
Mstep: Class 23 contains 18852 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4717 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17485 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991296.000000 Penalty: 105949.625000
Iteration 141Q: 33 clusters Score -7.79913e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8601 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53039 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40775 members 
Mstep: Class 9 contains 156113 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 8429 members 
Mstep: Class 12 contains 31297 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 16 contains 2843 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 105466 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71156 members 
Mstep: Class 23 contains 18858 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17489 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991184.000000 Penalty: 105949.625000
Iteration 142Q: 33 clusters Score -7.799118e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8603 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53037 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40772 members 
Mstep: Class 9 contains 156108 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 8401 members 
Mstep: Class 12 contains 31294 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 2842 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 18 contains 105476 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71153 members 
Mstep: Class 23 contains 18860 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4713 members 
Mstep: Class 27 contains 4288 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17496 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991264.000000 Penalty: 105949.625000
Iteration 143Q: 33 clusters Score -7.799126e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8607 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53039 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40767 members 
Mstep: Class 9 contains 156110 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 8373 members 
Mstep: Class 12 contains 31296 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 18 contains 105489 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71148 members 
Mstep: Class 23 contains 18863 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4710 members 
Mstep: Class 27 contains 4308 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17496 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991248.000000 Penalty: 105949.625000
Iteration 144Q: 33 clusters Score -7.799125e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8612 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 53041 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40764 members 
Mstep: Class 9 contains 156112 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 8350 members 
Mstep: Class 12 contains 31287 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 105498 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71147 members 
Mstep: Class 23 contains 18866 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4708 members 
Mstep: Class 27 contains 4322 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991216.000000 Penalty: 105949.625000
Iteration 145Q: 33 clusters Score -7.799122e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8614 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53044 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40764 members 
Mstep: Class 9 contains 156115 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 8329 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 105501 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71144 members 
Mstep: Class 23 contains 18867 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4707 members 
Mstep: Class 27 contains 4336 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17510 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991328.000000 Penalty: 105949.625000
Iteration 146Q: 33 clusters Score -7.799133e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8623 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53046 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40761 members 
Mstep: Class 9 contains 156112 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 8311 members 
Mstep: Class 12 contains 31269 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3078 members 
Mstep: Class 18 contains 105499 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71142 members 
Mstep: Class 23 contains 18870 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 4349 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17519 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991328.000000 Penalty: 105949.625000
Iteration 147Q: 33 clusters Score -7.799133e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8633 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53047 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40755 members 
Mstep: Class 9 contains 156115 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 8296 members 
Mstep: Class 12 contains 31264 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 105498 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71139 members 
Mstep: Class 23 contains 18875 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 4358 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17523 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991296.000000 Penalty: 105949.625000
Iteration 148Q: 33 clusters Score -7.79913e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8650 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53047 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40746 members 
Mstep: Class 9 contains 156115 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8281 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 105500 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71136 members 
Mstep: Class 23 contains 18880 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4704 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17524 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991240.000000 Penalty: 105949.625000
Iteration 149Q: 33 clusters Score -7.799124e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8669 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53050 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 156119 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8262 members 
Mstep: Class 12 contains 31244 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 105512 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71126 members 
Mstep: Class 23 contains 18881 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17529 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991312.000000 Penalty: 105949.625000
Iteration 150Q: 33 clusters Score -7.799131e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8687 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53052 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 156124 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8229 members 
Mstep: Class 12 contains 31233 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 105535 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71118 members 
Mstep: Class 23 contains 18886 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 17531 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991368.000000 Penalty: 105949.625000
Iteration 151Q: 33 clusters Score -7.799137e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53049 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40724 members 
Mstep: Class 9 contains 156124 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8205 members 
Mstep: Class 12 contains 31239 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 105547 members 
Mstep: Class 19 contains 24494 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71108 members 
Mstep: Class 23 contains 18896 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 4391 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 17532 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991408.000000 Penalty: 105949.625000
Iteration 152Q: 33 clusters Score -7.799141e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8716 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53052 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40720 members 
Mstep: Class 9 contains 156127 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8178 members 
Mstep: Class 12 contains 31238 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 105567 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71096 members 
Mstep: Class 23 contains 18901 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 4393 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 17532 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991408.000000 Penalty: 105949.625000
Iteration 153Q: 33 clusters Score -7.799141e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53047 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40718 members 
Mstep: Class 9 contains 156131 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 31249 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 105592 members 
Mstep: Class 19 contains 24496 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71082 members 
Mstep: Class 23 contains 18903 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 4396 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 17531 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991416.000000 Penalty: 105949.625000
Iteration 154Q: 33 clusters Score -7.799142e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53044 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40717 members 
Mstep: Class 9 contains 156136 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 31241 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 105611 members 
Mstep: Class 19 contains 24496 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71077 members 
Mstep: Class 23 contains 18906 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 4403 members 
Mstep: Class 28 contains 3180 members 
Mstep: Class 29 contains 17528 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991496.000000 Penalty: 105949.625000
Iteration 155Q: 33 clusters Score -7.79915e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8749 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53040 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40714 members 
Mstep: Class 9 contains 156139 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8099 members 
Mstep: Class 12 contains 31230 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 105632 members 
Mstep: Class 19 contains 24496 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71071 members 
Mstep: Class 23 contains 18911 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 4411 members 
Mstep: Class 28 contains 3181 members 
Mstep: Class 29 contains 17529 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991496.000000 Penalty: 105949.625000
Iteration 156Q: 33 clusters Score -7.79915e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8761 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53039 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40712 members 
Mstep: Class 9 contains 156146 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8079 members 
Mstep: Class 12 contains 31219 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 105648 members 
Mstep: Class 19 contains 24496 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71062 members 
Mstep: Class 23 contains 18912 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4704 members 
Mstep: Class 27 contains 4420 members 
Mstep: Class 28 contains 3182 members 
Mstep: Class 29 contains 17527 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991400.000000 Penalty: 105949.625000
Iteration 157Q: 33 clusters Score -7.79914e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8776 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53036 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40708 members 
Mstep: Class 9 contains 156149 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 31216 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 105661 members 
Mstep: Class 19 contains 24496 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71051 members 
Mstep: Class 23 contains 18919 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 4427 members 
Mstep: Class 28 contains 3182 members 
Mstep: Class 29 contains 17527 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991376.000000 Penalty: 105949.625000
Iteration 158Q: 33 clusters Score -7.799138e+07 nChanged 85
Entering ConstructFrom: 
Score: -77991376.000000 Penalty: 105949.625000
Entering ConstructFrom: 
Trying to split cluster 1 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -328740.750000 Penalty: 1971.549683
	Iteration 0F: 2 clusters Score -328740.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -325733.906250 Penalty: 3943.099365
	Iteration 0F: 3 clusters Score -325733.9 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -326846.343750 Penalty: 3943.099365
	Iteration 1F: 3 clusters Score -326846.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -327562.656250 Penalty: 3943.099365
	Iteration 2F: 3 clusters Score -327562.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -328093.781250 Penalty: 3943.099365
	Iteration 3F: 3 clusters Score -328093.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -328505.250000 Penalty: 3943.099365
	Iteration 4F: 3 clusters Score -328505.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -328816.843750 Penalty: 3943.099365
	Iteration 5F: 3 clusters Score -328816.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -328986.937500 Penalty: 3943.099365
	Iteration 6Q: 3 clusters Score -328986.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -329077.781250 Penalty: 3943.099365
	Iteration 7Q: 3 clusters Score -329077.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -329139.812500 Penalty: 3943.099365
	Iteration 8Q: 3 clusters Score -329139.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -329173.343750 Penalty: 3943.099365
	Iteration 9Q: 3 clusters Score -329173.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -329191.031250 Penalty: 3943.099365
	Iteration 10Q: 3 clusters Score -329191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -329208.437500 Penalty: 3943.099365
	Iteration 11Q: 3 clusters Score -329208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -329220.156250 Penalty: 3943.099365
	Iteration 12Q: 3 clusters Score -329220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -329224.468750 Penalty: 3943.099365
	Iteration 13Q: 3 clusters Score -329224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -329229.375000 Penalty: 3943.099365
	Iteration 14Q: 3 clusters Score -329229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -329233.468750 Penalty: 3943.099365
	Iteration 15Q: 3 clusters Score -329233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -329233.468750 Penalty: 3943.099365
	Iteration 16F: 3 clusters Score -329233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8789 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53030 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40706 members 
Mstep: Class 9 contains 156152 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8037 members 
Mstep: Class 12 contains 31216 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 105673 members 
Mstep: Class 19 contains 24497 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71043 members 
Mstep: Class 23 contains 18922 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 17528 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 2531 members 
Entering Unmasked Estep 
Score: -77990576.000000 Penalty: 109260.546875
Splitting cluster 1 changes total score from -77991376.000000 to -77990576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Entering Unmasked Estep 
Score: -1211425.750000 Penalty: 2268.660889
	Iteration 0F: 2 clusters Score -1211426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1204225.750000 Penalty: 4537.321777
	Iteration 0F: 3 clusters Score -1204226 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1206406.750000 Penalty: 4537.321777
	Iteration 1F: 3 clusters Score -1206407 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1206860.625000 Penalty: 4537.321777
	Iteration 2F: 3 clusters Score -1206861 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1207237.125000 Penalty: 4537.321777
	Iteration 3F: 3 clusters Score -1207237 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1207627.125000 Penalty: 4537.321777
	Iteration 4F: 3 clusters Score -1207627 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1208045.875000 Penalty: 4537.321777
	Iteration 5F: 3 clusters Score -1208046 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1208464.125000 Penalty: 4537.321777
	Iteration 6F: 3 clusters Score -1208464 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1208817.500000 Penalty: 4537.321777
	Iteration 7F: 3 clusters Score -1208818 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1209116.125000 Penalty: 4537.321777
	Iteration 8Q: 3 clusters Score -1209116 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1209319.625000 Penalty: 4537.321777
	Iteration 9Q: 3 clusters Score -1209320 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1209460.375000 Penalty: 4537.321777
	Iteration 10Q: 3 clusters Score -1209460 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1209547.750000 Penalty: 4537.321777
	Iteration 11Q: 3 clusters Score -1209548 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1209623.000000 Penalty: 4537.321777
	Iteration 12Q: 3 clusters Score -1209623 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1209684.250000 Penalty: 4537.321777
	Iteration 13Q: 3 clusters Score -1209684 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1209741.750000 Penalty: 4537.321777
	Iteration 14Q: 3 clusters Score -1209742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1209787.000000 Penalty: 4537.321777
	Iteration 15Q: 3 clusters Score -1209787 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1209827.500000 Penalty: 4537.321777
	Iteration 16Q: 3 clusters Score -1209828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1209865.500000 Penalty: 4537.321777
	Iteration 17Q: 3 clusters Score -1209866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1209891.250000 Penalty: 4537.321777
	Iteration 18Q: 3 clusters Score -1209891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1209907.375000 Penalty: 4537.321777
	Iteration 19Q: 3 clusters Score -1209907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1209919.375000 Penalty: 4537.321777
	Iteration 20F: 3 clusters Score -1209919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1209930.250000 Penalty: 4537.321777
	Iteration 21Q: 3 clusters Score -1209930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1209938.625000 Penalty: 4537.321777
	Iteration 22Q: 3 clusters Score -1209939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1209949.500000 Penalty: 4537.321777
	Iteration 23Q: 3 clusters Score -1209950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1209956.375000 Penalty: 4537.321777
	Iteration 24Q: 3 clusters Score -1209956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1209961.875000 Penalty: 4537.321777
	Iteration 25Q: 3 clusters Score -1209962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1209965.125000 Penalty: 4537.321777
	Iteration 26Q: 3 clusters Score -1209965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1209973.250000 Penalty: 4537.321777
	Iteration 27Q: 3 clusters Score -1209973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1209976.750000 Penalty: 4537.321777
	Iteration 28Q: 3 clusters Score -1209977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1209981.375000 Penalty: 4537.321777
	Iteration 29Q: 3 clusters Score -1209981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1209983.875000 Penalty: 4537.321777
	Iteration 30Q: 3 clusters Score -1209984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1209985.000000 Penalty: 4537.321777
	Iteration 31Q: 3 clusters Score -1209985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1209987.500000 Penalty: 4537.321777
	Iteration 32Q: 3 clusters Score -1209988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1209989.250000 Penalty: 4537.321777
	Iteration 33Q: 3 clusters Score -1209989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1209988.625000 Penalty: 4537.321777
	Iteration 34Q: 3 clusters Score -1209989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1209991.125000 Penalty: 4537.321777
	Iteration 35Q: 3 clusters Score -1209991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1209991.000000 Penalty: 4537.321777
	Iteration 36Q: 3 clusters Score -1209991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1209993.750000 Penalty: 4537.321777
	Iteration 37Q: 3 clusters Score -1209994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1209992.625000 Penalty: 4537.321777
	Iteration 38Q: 3 clusters Score -1209993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1209995.875000 Penalty: 4537.321777
	Iteration 39Q: 3 clusters Score -1209996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1209997.250000 Penalty: 4537.321777
	Iteration 40F: 3 clusters Score -1209997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1209994.250000 Penalty: 4537.321777
	Iteration 41Q: 3 clusters Score -1209994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1209997.000000 Penalty: 4537.321777
	Iteration 42Q: 3 clusters Score -1209997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1209997.500000 Penalty: 4537.321777
	Iteration 43Q: 3 clusters Score -1209998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1210001.500000 Penalty: 4537.321777
	Iteration 44Q: 3 clusters Score -1210002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1210000.125000 Penalty: 4537.321777
	Iteration 45Q: 3 clusters Score -1210000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1210000.125000 Penalty: 4537.321777
	Iteration 46F: 3 clusters Score -1210000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Entering Unmasked Estep 
Score: -4074730.250000 Penalty: 2572.199219
	Iteration 0F: 2 clusters Score -4074730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4052882.500000 Penalty: 5144.398438
	Iteration 0F: 3 clusters Score -4052882 nChanged 14415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4060683.000000 Penalty: 5144.398438
	Iteration 1F: 3 clusters Score -4060683 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4061104.000000 Penalty: 5144.398438
	Iteration 2Q: 3 clusters Score -4061104 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4061465.000000 Penalty: 5144.398438
	Iteration 3Q: 3 clusters Score -4061465 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4061790.250000 Penalty: 5144.398438
	Iteration 4Q: 3 clusters Score -4061790 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4062157.250000 Penalty: 5144.398438
	Iteration 5Q: 3 clusters Score -4062157 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -4062588.250000 Penalty: 5144.398438
	Iteration 6Q: 3 clusters Score -4062588 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4063184.750000 Penalty: 5144.398438
	Iteration 7Q: 3 clusters Score -4063185 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -4064020.250000 Penalty: 5144.398438
	Iteration 8F: 3 clusters Score -4064020 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4065230.750000 Penalty: 5144.398438
	Iteration 9F: 3 clusters Score -4065231 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -4066760.000000 Penalty: 5144.398438
	Iteration 10F: 3 clusters Score -4066760 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -4068531.250000 Penalty: 5144.398438
	Iteration 11F: 3 clusters Score -4068531 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -4070136.250000 Penalty: 5144.398438
	Iteration 12F: 3 clusters Score -4070136 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -4071253.000000 Penalty: 5144.398438
	Iteration 13Q: 3 clusters Score -4071253 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4071868.000000 Penalty: 5144.398438
	Iteration 14Q: 3 clusters Score -4071868 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4072161.500000 Penalty: 5144.398438
	Iteration 15Q: 3 clusters Score -4072162 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4072287.250000 Penalty: 5144.398438
	Iteration 16Q: 3 clusters Score -4072287 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4072377.500000 Penalty: 5144.398438
	Iteration 17Q: 3 clusters Score -4072378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4072405.750000 Penalty: 5144.398438
	Iteration 18Q: 3 clusters Score -4072406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4072422.250000 Penalty: 5144.398438
	Iteration 19Q: 3 clusters Score -4072422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4072438.250000 Penalty: 5144.398438
	Iteration 20F: 3 clusters Score -4072438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -4072444.250000 Penalty: 5144.398438
	Iteration 21Q: 3 clusters Score -4072444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4072453.250000 Penalty: 5144.398438
	Iteration 22Q: 3 clusters Score -4072453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4072448.500000 Penalty: 5144.398438
	Iteration 23Q: 3 clusters Score -4072448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -4072453.500000 Penalty: 5144.398438
	Iteration 24Q: 3 clusters Score -4072454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -4072453.500000 Penalty: 5144.398438
	Iteration 25F: 3 clusters Score -4072454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Entering Unmasked Estep 
Score: -1036710.562500 Penalty: 2252.151367
	Iteration 0F: 2 clusters Score -1036711 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 4386 members 
Entering Unmasked Estep 
Score: -1029863.875000 Penalty: 4504.302734
	Iteration 0F: 3 clusters Score -1029864 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1031689.937500 Penalty: 4504.302734
	Iteration 1F: 3 clusters Score -1031690 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1032012.625000 Penalty: 4504.302734
	Iteration 2F: 3 clusters Score -1032013 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1032247.187500 Penalty: 4504.302734
	Iteration 3F: 3 clusters Score -1032247 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1032425.562500 Penalty: 4504.302734
	Iteration 4Q: 3 clusters Score -1032426 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1032571.437500 Penalty: 4504.302734
	Iteration 5Q: 3 clusters Score -1032571 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1032705.625000 Penalty: 4504.302734
	Iteration 6Q: 3 clusters Score -1032706 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1032847.812500 Penalty: 4504.302734
	Iteration 7Q: 3 clusters Score -1032848 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1033019.062500 Penalty: 4504.302734
	Iteration 8Q: 3 clusters Score -1033019 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1033220.875000 Penalty: 4504.302734
	Iteration 9Q: 3 clusters Score -1033221 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1033392.500000 Penalty: 4504.302734
	Iteration 10Q: 3 clusters Score -1033392 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1033554.750000 Penalty: 4504.302734
	Iteration 11Q: 3 clusters Score -1033555 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1033737.375000 Penalty: 4504.302734
	Iteration 12Q: 3 clusters Score -1033737 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1033893.562500 Penalty: 4504.302734
	Iteration 13Q: 3 clusters Score -1033894 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1033999.062500 Penalty: 4504.302734
	Iteration 14Q: 3 clusters Score -1033999 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1034100.437500 Penalty: 4504.302734
	Iteration 15Q: 3 clusters Score -1034100 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1034189.187500 Penalty: 4504.302734
	Iteration 16Q: 3 clusters Score -1034189 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1034281.937500 Penalty: 4504.302734
	Iteration 17Q: 3 clusters Score -1034282 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1034357.062500 Penalty: 4504.302734
	Iteration 18Q: 3 clusters Score -1034357 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1034422.750000 Penalty: 4504.302734
	Iteration 19Q: 3 clusters Score -1034423 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1034476.062500 Penalty: 4504.302734
	Iteration 20F: 3 clusters Score -1034476 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1034516.250000 Penalty: 4504.302734
	Iteration 21Q: 3 clusters Score -1034516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1034554.812500 Penalty: 4504.302734
	Iteration 22Q: 3 clusters Score -1034555 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1034594.125000 Penalty: 4504.302734
	Iteration 23Q: 3 clusters Score -1034594 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1034636.437500 Penalty: 4504.302734
	Iteration 24Q: 3 clusters Score -1034636 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1034667.687500 Penalty: 4504.302734
	Iteration 25Q: 3 clusters Score -1034668 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1034703.562500 Penalty: 4504.302734
	Iteration 26Q: 3 clusters Score -1034704 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1034738.250000 Penalty: 4504.302734
	Iteration 27Q: 3 clusters Score -1034738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1034777.562500 Penalty: 4504.302734
	Iteration 28Q: 3 clusters Score -1034778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1034807.625000 Penalty: 4504.302734
	Iteration 29Q: 3 clusters Score -1034808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1034838.062500 Penalty: 4504.302734
	Iteration 30Q: 3 clusters Score -1034838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1034872.375000 Penalty: 4504.302734
	Iteration 31Q: 3 clusters Score -1034872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1034896.062500 Penalty: 4504.302734
	Iteration 32Q: 3 clusters Score -1034896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1034924.562500 Penalty: 4504.302734
	Iteration 33Q: 3 clusters Score -1034925 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1034958.250000 Penalty: 4504.302734
	Iteration 34Q: 3 clusters Score -1034958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1034996.375000 Penalty: 4504.302734
	Iteration 35Q: 3 clusters Score -1034996 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1035037.500000 Penalty: 4504.302734
	Iteration 36Q: 3 clusters Score -1035038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1035081.125000 Penalty: 4504.302734
	Iteration 37Q: 3 clusters Score -1035081 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1035127.875000 Penalty: 4504.302734
	Iteration 38Q: 3 clusters Score -1035128 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1035164.500000 Penalty: 4504.302734
	Iteration 39Q: 3 clusters Score -1035164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1035205.750000 Penalty: 4504.302734
	Iteration 40F: 3 clusters Score -1035206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1035240.687500 Penalty: 4504.302734
	Iteration 41Q: 3 clusters Score -1035241 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1035270.500000 Penalty: 4504.302734
	Iteration 42Q: 3 clusters Score -1035270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1035293.812500 Penalty: 4504.302734
	Iteration 43Q: 3 clusters Score -1035294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1035312.250000 Penalty: 4504.302734
	Iteration 44Q: 3 clusters Score -1035312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1035326.750000 Penalty: 4504.302734
	Iteration 45Q: 3 clusters Score -1035327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1035341.437500 Penalty: 4504.302734
	Iteration 46Q: 3 clusters Score -1035341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1035350.875000 Penalty: 4504.302734
	Iteration 47Q: 3 clusters Score -1035351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1035365.750000 Penalty: 4504.302734
	Iteration 48Q: 3 clusters Score -1035366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1035385.312500 Penalty: 4504.302734
	Iteration 49Q: 3 clusters Score -1035385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1035402.312500 Penalty: 4504.302734
	Iteration 50Q: 3 clusters Score -1035402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1035424.437500 Penalty: 4504.302734
	Iteration 51Q: 3 clusters Score -1035424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1035439.875000 Penalty: 4504.302734
	Iteration 52Q: 3 clusters Score -1035440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1035457.937500 Penalty: 4504.302734
	Iteration 53Q: 3 clusters Score -1035458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1035471.062500 Penalty: 4504.302734
	Iteration 54Q: 3 clusters Score -1035471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1035483.812500 Penalty: 4504.302734
	Iteration 55Q: 3 clusters Score -1035484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1035495.375000 Penalty: 4504.302734
	Iteration 56Q: 3 clusters Score -1035495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1035506.937500 Penalty: 4504.302734
	Iteration 57Q: 3 clusters Score -1035507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1035521.500000 Penalty: 4504.302734
	Iteration 58Q: 3 clusters Score -1035522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1035531.437500 Penalty: 4504.302734
	Iteration 59Q: 3 clusters Score -1035531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1035538.187500 Penalty: 4504.302734
	Iteration 60F: 3 clusters Score -1035538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1035543.312500 Penalty: 4504.302734
	Iteration 61Q: 3 clusters Score -1035543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1035550.812500 Penalty: 4504.302734
	Iteration 62Q: 3 clusters Score -1035551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1035555.312500 Penalty: 4504.302734
	Iteration 63Q: 3 clusters Score -1035555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1035557.562500 Penalty: 4504.302734
	Iteration 64Q: 3 clusters Score -1035558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1035559.687500 Penalty: 4504.302734
	Iteration 65Q: 3 clusters Score -1035560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1035561.000000 Penalty: 4504.302734
	Iteration 66Q: 3 clusters Score -1035561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1035560.500000 Penalty: 4504.302734
	Iteration 67Q: 3 clusters Score -1035560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1035560.687500 Penalty: 4504.302734
	Iteration 68Q: 3 clusters Score -1035561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1035560.687500 Penalty: 4504.302734
	Iteration 69F: 3 clusters Score -1035561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -152542.531250 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -152542.5 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 660 members 
Entering Unmasked Estep 
Score: -150486.828125 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -150486.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151261.656250 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -151261.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -151625.734375 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -151625.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -151810.484375 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -151810.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151895.234375 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -151895.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -151938.765625 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -151938.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151964.593750 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -151964.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -151981.125000 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -151981.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -152002.421875 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -152002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -152023.843750 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -152023.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -152045.750000 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -152045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152055.750000 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -152055.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -152068.171875 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -152068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -152080.109375 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -152080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -152088.515625 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -152088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -152093.359375 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -152093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -152097.546875 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -152097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -152101.453125 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -152101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -152107.156250 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -152107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -152111.359375 Penalty: 3552.164551
	Iteration 19Q: 3 clusters Score -152111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -152112.875000 Penalty: 3552.164551
	Iteration 20F: 3 clusters Score -152112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -152114.640625 Penalty: 3552.164551
	Iteration 21Q: 3 clusters Score -152114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -152114.640625 Penalty: 3552.164551
	Iteration 22F: 3 clusters Score -152114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Entering Unmasked Estep 
Score: -6805527.000000 Penalty: 2697.896240
	Iteration 0F: 2 clusters Score -6805527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -6769953.000000 Penalty: 5395.792480
	Iteration 0F: 3 clusters Score -6769953 nChanged 24449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -6783645.500000 Penalty: 5395.792480
	Iteration 1F: 3 clusters Score -6783646 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -6784435.000000 Penalty: 5395.792480
	Iteration 2Q: 3 clusters Score -6784435 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -6785524.500000 Penalty: 5395.792480
	Iteration 3Q: 3 clusters Score -6785524 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -6787164.500000 Penalty: 5395.792480
	Iteration 4F: 3 clusters Score -6787164 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -6789567.500000 Penalty: 5395.792480
	Iteration 5F: 3 clusters Score -6789568 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -6792963.500000 Penalty: 5395.792480
	Iteration 6F: 3 clusters Score -6792964 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -6796789.500000 Penalty: 5395.792480
	Iteration 7F: 3 clusters Score -6796790 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -6799656.500000 Penalty: 5395.792480
	Iteration 8F: 3 clusters Score -6799656 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6801425.000000 Penalty: 5395.792480
	Iteration 9Q: 3 clusters Score -6801425 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6802342.500000 Penalty: 5395.792480
	Iteration 10Q: 3 clusters Score -6802342 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6802779.500000 Penalty: 5395.792480
	Iteration 11Q: 3 clusters Score -6802780 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6803001.500000 Penalty: 5395.792480
	Iteration 12Q: 3 clusters Score -6803002 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6803110.500000 Penalty: 5395.792480
	Iteration 13Q: 3 clusters Score -6803110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6803179.000000 Penalty: 5395.792480
	Iteration 14Q: 3 clusters Score -6803179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6803218.000000 Penalty: 5395.792480
	Iteration 15Q: 3 clusters Score -6803218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6803241.500000 Penalty: 5395.792480
	Iteration 16Q: 3 clusters Score -6803242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6803256.000000 Penalty: 5395.792480
	Iteration 17Q: 3 clusters Score -6803256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6803272.500000 Penalty: 5395.792480
	Iteration 18Q: 3 clusters Score -6803272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6803287.500000 Penalty: 5395.792480
	Iteration 19Q: 3 clusters Score -6803288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6803302.500000 Penalty: 5395.792480
	Iteration 20F: 3 clusters Score -6803302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6803313.000000 Penalty: 5395.792480
	Iteration 21Q: 3 clusters Score -6803313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6803306.500000 Penalty: 5395.792480
	Iteration 22Q: 3 clusters Score -6803306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6803314.500000 Penalty: 5395.792480
	Iteration 23Q: 3 clusters Score -6803314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6803331.000000 Penalty: 5395.792480
	Iteration 24Q: 3 clusters Score -6803331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6803334.000000 Penalty: 5395.792480
	Iteration 25Q: 3 clusters Score -6803334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6803328.000000 Penalty: 5395.792480
	Iteration 26Q: 3 clusters Score -6803328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6803325.500000 Penalty: 5395.792480
	Iteration 27Q: 3 clusters Score -6803326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6803332.000000 Penalty: 5395.792480
	Iteration 28Q: 3 clusters Score -6803332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6803334.000000 Penalty: 5395.792480
	Iteration 29Q: 3 clusters Score -6803334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6803327.000000 Penalty: 5395.792480
	Iteration 30Q: 3 clusters Score -6803327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6803332.000000 Penalty: 5395.792480
	Iteration 31Q: 3 clusters Score -6803332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6803333.500000 Penalty: 5395.792480
	Iteration 32Q: 3 clusters Score -6803334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6803338.000000 Penalty: 5395.792480
	Iteration 33Q: 3 clusters Score -6803338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6803338.000000 Penalty: 5395.792480
	Iteration 34Q: 3 clusters Score -6803338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6803338.000000 Penalty: 5395.792480
	Iteration 35F: 3 clusters Score -6803338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -260384.781250 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -260384.8 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 1099 members 
Entering Unmasked Estep 
Score: -257632.265625 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -257632.3 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -258312.656250 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -258312.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -258620.281250 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -258620.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -258914.765625 Penalty: 3829.349121
	Iteration 3F: 3 clusters Score -258914.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -259123.328125 Penalty: 3829.349121
	Iteration 4F: 3 clusters Score -259123.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -259236.796875 Penalty: 3829.349121
	Iteration 5Q: 3 clusters Score -259236.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -259319.453125 Penalty: 3829.349121
	Iteration 6Q: 3 clusters Score -259319.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -259364.828125 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -259364.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -259391.500000 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -259391.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -259415.046875 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -259415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -259424.312500 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -259424.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -259431.718750 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -259431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -259438.000000 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -259438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -259444.484375 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -259444.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -259447.312500 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -259447.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -259453.078125 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -259453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -259454.484375 Penalty: 3829.349121
	Iteration 16Q: 3 clusters Score -259454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -259454.640625 Penalty: 3829.349121
	Iteration 17Q: 3 clusters Score -259454.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -259454.640625 Penalty: 3829.349121
	Iteration 18F: 3 clusters Score -259454.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Entering Unmasked Estep 
Score: -5169997.000000 Penalty: 2632.304443
	Iteration 0F: 2 clusters Score -5169997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -5142436.000000 Penalty: 5264.608887
	Iteration 0F: 3 clusters Score -5142436 nChanged 18555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -5152849.000000 Penalty: 5264.608887
	Iteration 1F: 3 clusters Score -5152849 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -5153565.500000 Penalty: 5264.608887
	Iteration 2Q: 3 clusters Score -5153566 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -5154265.500000 Penalty: 5264.608887
	Iteration 3Q: 3 clusters Score -5154266 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5155016.000000 Penalty: 5264.608887
	Iteration 4Q: 3 clusters Score -5155016 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -5155754.500000 Penalty: 5264.608887
	Iteration 5Q: 3 clusters Score -5155754 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -5156542.500000 Penalty: 5264.608887
	Iteration 6Q: 3 clusters Score -5156542 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -5157301.500000 Penalty: 5264.608887
	Iteration 7Q: 3 clusters Score -5157302 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -5157983.000000 Penalty: 5264.608887
	Iteration 8Q: 3 clusters Score -5157983 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -5158572.000000 Penalty: 5264.608887
	Iteration 9Q: 3 clusters Score -5158572 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -5159015.000000 Penalty: 5264.608887
	Iteration 10Q: 3 clusters Score -5159015 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -5159423.000000 Penalty: 5264.608887
	Iteration 11Q: 3 clusters Score -5159423 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5159746.000000 Penalty: 5264.608887
	Iteration 12Q: 3 clusters Score -5159746 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5160043.000000 Penalty: 5264.608887
	Iteration 13Q: 3 clusters Score -5160043 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5160300.500000 Penalty: 5264.608887
	Iteration 14Q: 3 clusters Score -5160300 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -5160591.000000 Penalty: 5264.608887
	Iteration 15Q: 3 clusters Score -5160591 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -5160844.000000 Penalty: 5264.608887
	Iteration 16Q: 3 clusters Score -5160844 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -5161125.000000 Penalty: 5264.608887
	Iteration 17Q: 3 clusters Score -5161125 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -5161407.000000 Penalty: 5264.608887
	Iteration 18Q: 3 clusters Score -5161407 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -5161606.000000 Penalty: 5264.608887
	Iteration 19Q: 3 clusters Score -5161606 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -5161839.000000 Penalty: 5264.608887
	Iteration 20F: 3 clusters Score -5161839 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5162050.500000 Penalty: 5264.608887
	Iteration 21Q: 3 clusters Score -5162050 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -5162198.500000 Penalty: 5264.608887
	Iteration 22Q: 3 clusters Score -5162198 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -5162324.500000 Penalty: 5264.608887
	Iteration 23Q: 3 clusters Score -5162324 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -5162408.000000 Penalty: 5264.608887
	Iteration 24Q: 3 clusters Score -5162408 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -5162499.000000 Penalty: 5264.608887
	Iteration 25Q: 3 clusters Score -5162499 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -5162593.500000 Penalty: 5264.608887
	Iteration 26Q: 3 clusters Score -5162594 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -5162698.000000 Penalty: 5264.608887
	Iteration 27Q: 3 clusters Score -5162698 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -5162798.000000 Penalty: 5264.608887
	Iteration 28Q: 3 clusters Score -5162798 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -5162956.000000 Penalty: 5264.608887
	Iteration 29Q: 3 clusters Score -5162956 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5163089.500000 Penalty: 5264.608887
	Iteration 30Q: 3 clusters Score -5163090 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -5163238.000000 Penalty: 5264.608887
	Iteration 31Q: 3 clusters Score -5163238 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5163386.500000 Penalty: 5264.608887
	Iteration 32Q: 3 clusters Score -5163386 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -5163573.000000 Penalty: 5264.608887
	Iteration 33Q: 3 clusters Score -5163573 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -5163788.000000 Penalty: 5264.608887
	Iteration 34Q: 3 clusters Score -5163788 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5164001.500000 Penalty: 5264.608887
	Iteration 35Q: 3 clusters Score -5164002 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -5164261.500000 Penalty: 5264.608887
	Iteration 36Q: 3 clusters Score -5164262 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -5164530.500000 Penalty: 5264.608887
	Iteration 37Q: 3 clusters Score -5164530 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -5164804.500000 Penalty: 5264.608887
	Iteration 38Q: 3 clusters Score -5164804 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -5165056.500000 Penalty: 5264.608887
	Iteration 39Q: 3 clusters Score -5165056 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -5165300.500000 Penalty: 5264.608887
	Iteration 40F: 3 clusters Score -5165300 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -5165531.000000 Penalty: 5264.608887
	Iteration 41Q: 3 clusters Score -5165531 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -5165795.000000 Penalty: 5264.608887
	Iteration 42Q: 3 clusters Score -5165795 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -5166045.000000 Penalty: 5264.608887
	Iteration 43Q: 3 clusters Score -5166045 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -5166314.500000 Penalty: 5264.608887
	Iteration 44Q: 3 clusters Score -5166314 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5166575.500000 Penalty: 5264.608887
	Iteration 45Q: 3 clusters Score -5166576 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -5166811.000000 Penalty: 5264.608887
	Iteration 46Q: 3 clusters Score -5166811 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5166986.000000 Penalty: 5264.608887
	Iteration 47Q: 3 clusters Score -5166986 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5167176.500000 Penalty: 5264.608887
	Iteration 48Q: 3 clusters Score -5167176 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5167321.000000 Penalty: 5264.608887
	Iteration 49Q: 3 clusters Score -5167321 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5167452.500000 Penalty: 5264.608887
	Iteration 50Q: 3 clusters Score -5167452 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5167539.500000 Penalty: 5264.608887
	Iteration 51Q: 3 clusters Score -5167540 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5167629.000000 Penalty: 5264.608887
	Iteration 52Q: 3 clusters Score -5167629 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5167724.000000 Penalty: 5264.608887
	Iteration 53Q: 3 clusters Score -5167724 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5167790.500000 Penalty: 5264.608887
	Iteration 54Q: 3 clusters Score -5167790 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5167837.500000 Penalty: 5264.608887
	Iteration 55Q: 3 clusters Score -5167838 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5167865.500000 Penalty: 5264.608887
	Iteration 56Q: 3 clusters Score -5167866 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5167893.000000 Penalty: 5264.608887
	Iteration 57Q: 3 clusters Score -5167893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5167922.500000 Penalty: 5264.608887
	Iteration 58Q: 3 clusters Score -5167922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5167946.000000 Penalty: 5264.608887
	Iteration 59Q: 3 clusters Score -5167946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5167969.000000 Penalty: 5264.608887
	Iteration 60F: 3 clusters Score -5167969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5167981.500000 Penalty: 5264.608887
	Iteration 61Q: 3 clusters Score -5167982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5167992.000000 Penalty: 5264.608887
	Iteration 62Q: 3 clusters Score -5167992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5168013.000000 Penalty: 5264.608887
	Iteration 63Q: 3 clusters Score -5168013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5168018.000000 Penalty: 5264.608887
	Iteration 64Q: 3 clusters Score -5168018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5168037.500000 Penalty: 5264.608887
	Iteration 65Q: 3 clusters Score -5168038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5168054.000000 Penalty: 5264.608887
	Iteration 66Q: 3 clusters Score -5168054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5168061.000000 Penalty: 5264.608887
	Iteration 67Q: 3 clusters Score -5168061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5168077.000000 Penalty: 5264.608887
	Iteration 68Q: 3 clusters Score -5168077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5168087.500000 Penalty: 5264.608887
	Iteration 69Q: 3 clusters Score -5168088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5168099.500000 Penalty: 5264.608887
	Iteration 70Q: 3 clusters Score -5168100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5168121.500000 Penalty: 5264.608887
	Iteration 71Q: 3 clusters Score -5168122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5168120.500000 Penalty: 5264.608887
	Iteration 72Q: 3 clusters Score -5168120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5168142.500000 Penalty: 5264.608887
	Iteration 73Q: 3 clusters Score -5168142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5168146.000000 Penalty: 5264.608887
	Iteration 74Q: 3 clusters Score -5168146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5168154.000000 Penalty: 5264.608887
	Iteration 75Q: 3 clusters Score -5168154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5168153.500000 Penalty: 5264.608887
	Iteration 76Q: 3 clusters Score -5168154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5168157.000000 Penalty: 5264.608887
	Iteration 77Q: 3 clusters Score -5168157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5168156.000000 Penalty: 5264.608887
	Iteration 78Q: 3 clusters Score -5168156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5168160.500000 Penalty: 5264.608887
	Iteration 79Q: 3 clusters Score -5168160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5168151.500000 Penalty: 5264.608887
	Iteration 80F: 3 clusters Score -5168152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5168154.000000 Penalty: 5264.608887
	Iteration 81Q: 3 clusters Score -5168154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5168160.500000 Penalty: 5264.608887
	Iteration 82Q: 3 clusters Score -5168160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5168155.000000 Penalty: 5264.608887
	Iteration 83Q: 3 clusters Score -5168155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5168157.000000 Penalty: 5264.608887
	Iteration 84Q: 3 clusters Score -5168157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5168159.000000 Penalty: 5264.608887
	Iteration 85Q: 3 clusters Score -5168159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5168159.500000 Penalty: 5264.608887
	Iteration 86Q: 3 clusters Score -5168160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5168158.500000 Penalty: 5264.608887
	Iteration 87Q: 3 clusters Score -5168158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5168158.500000 Penalty: 5264.608887
	Iteration 88F: 3 clusters Score -5168158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156152 members 
Entering Unmasked Estep 
Score: -20003198.000000 Penalty: 2965.729004
	Iteration 0F: 2 clusters Score -2.00032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77964 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -19898652.000000 Penalty: 5931.458008
	Iteration 0F: 3 clusters Score -1.989865e+07 nChanged 74751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -19941762.000000 Penalty: 5931.458008
	Iteration 1F: 3 clusters Score -1.994176e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -19942736.000000 Penalty: 5931.458008
	Iteration 2Q: 3 clusters Score -1.994274e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 84092 members 
Entering Unmasked Estep 
Score: -19943832.000000 Penalty: 5931.458008
	Iteration 3Q: 3 clusters Score -1.994383e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 87316 members 
Entering Unmasked Estep 
Score: -19945630.000000 Penalty: 5931.458008
	Iteration 4Q: 3 clusters Score -1.994563e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -19947704.000000 Penalty: 5931.458008
	Iteration 5Q: 3 clusters Score -1.99477e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -19951124.000000 Penalty: 5931.458008
	Iteration 6Q: 3 clusters Score -1.995112e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -19957432.000000 Penalty: 5931.458008
	Iteration 7F: 3 clusters Score -1.995743e+07 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -19966888.000000 Penalty: 5931.458008
	Iteration 8F: 3 clusters Score -1.996689e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 132595 members 
Entering Unmasked Estep 
Score: -19978270.000000 Penalty: 5931.458008
	Iteration 9F: 3 clusters Score -1.997827e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 143198 members 
Entering Unmasked Estep 
Score: -19988436.000000 Penalty: 5931.458008
	Iteration 10F: 3 clusters Score -1.998844e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 150245 members 
Entering Unmasked Estep 
Score: -19995256.000000 Penalty: 5931.458008
	Iteration 11Q: 3 clusters Score -1.999526e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 153750 members 
Entering Unmasked Estep 
Score: -19998564.000000 Penalty: 5931.458008
	Iteration 12Q: 3 clusters Score -1.999856e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -19999794.000000 Penalty: 5931.458008
	Iteration 13Q: 3 clusters Score -1.999979e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 155623 members 
Entering Unmasked Estep 
Score: -20000248.000000 Penalty: 5931.458008
	Iteration 14Q: 3 clusters Score -2.000025e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 155762 members 
Entering Unmasked Estep 
Score: -20000396.000000 Penalty: 5931.458008
	Iteration 15Q: 3 clusters Score -2.00004e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 155823 members 
Entering Unmasked Estep 
Score: -20000486.000000 Penalty: 5931.458008
	Iteration 16Q: 3 clusters Score -2.000049e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 155854 members 
Entering Unmasked Estep 
Score: -20000550.000000 Penalty: 5931.458008
	Iteration 17Q: 3 clusters Score -2.000055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155866 members 
Entering Unmasked Estep 
Score: -20000542.000000 Penalty: 5931.458008
	Iteration 18Q: 3 clusters Score -2.000054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 155872 members 
Entering Unmasked Estep 
Score: -20000542.000000 Penalty: 5931.458008
	Iteration 19Q: 3 clusters Score -2.000054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 155876 members 
Entering Unmasked Estep 
Score: -20000568.000000 Penalty: 5931.458008
	Iteration 20F: 3 clusters Score -2.000057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 155876 members 
Entering Unmasked Estep 
Score: -20000572.000000 Penalty: 5931.458008
	Iteration 21Q: 3 clusters Score -2.000057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -20000564.000000 Penalty: 5931.458008
	Iteration 22Q: 3 clusters Score -2.000056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -20000570.000000 Penalty: 5931.458008
	Iteration 23Q: 3 clusters Score -2.000057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -20000568.000000 Penalty: 5931.458008
	Iteration 24Q: 3 clusters Score -2.000057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 155884 members 
Entering Unmasked Estep 
Score: -20000570.000000 Penalty: 5931.458008
	Iteration 25Q: 3 clusters Score -2.000057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 155886 members 
Entering Unmasked Estep 
Score: -20000574.000000 Penalty: 5931.458008
	Iteration 26Q: 3 clusters Score -2.000057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 155886 members 
Entering Unmasked Estep 
Score: -20000594.000000 Penalty: 5931.458008
	Iteration 27Q: 3 clusters Score -2.000059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -20000596.000000 Penalty: 5931.458008
	Iteration 28Q: 3 clusters Score -2.00006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 155891 members 
Entering Unmasked Estep 
Score: -20000604.000000 Penalty: 5931.458008
	Iteration 29Q: 3 clusters Score -2.00006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 155894 members 
Entering Unmasked Estep 
Score: -20000602.000000 Penalty: 5931.458008
	Iteration 30Q: 3 clusters Score -2.00006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155895 members 
Entering Unmasked Estep 
Score: -20000600.000000 Penalty: 5931.458008
	Iteration 31Q: 3 clusters Score -2.00006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 155898 members 
Entering Unmasked Estep 
Score: -20000592.000000 Penalty: 5931.458008
	Iteration 32Q: 3 clusters Score -2.000059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 155897 members 
Entering Unmasked Estep 
Score: -20000612.000000 Penalty: 5931.458008
	Iteration 33Q: 3 clusters Score -2.000061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 155901 members 
Entering Unmasked Estep 
Score: -20000612.000000 Penalty: 5931.458008
	Iteration 34Q: 3 clusters Score -2.000061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 155901 members 
Entering Unmasked Estep 
Score: -20000612.000000 Penalty: 5931.458008
	Iteration 35Q: 3 clusters Score -2.000061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 155903 members 
Entering Unmasked Estep 
Score: -20000628.000000 Penalty: 5931.458008
	Iteration 36Q: 3 clusters Score -2.000063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 155903 members 
Entering Unmasked Estep 
Score: -20000628.000000 Penalty: 5931.458008
	Iteration 37F: 3 clusters Score -2.000063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -650680.125000 Penalty: 2116.346924
	Iteration 0F: 2 clusters Score -650680.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -646157.125000 Penalty: 4232.693848
	Iteration 0F: 3 clusters Score -646157.1 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -647240.437500 Penalty: 4232.693848
	Iteration 1F: 3 clusters Score -647240.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -647602.875000 Penalty: 4232.693848
	Iteration 2F: 3 clusters Score -647602.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -647893.250000 Penalty: 4232.693848
	Iteration 3F: 3 clusters Score -647893.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -648156.187500 Penalty: 4232.693848
	Iteration 4F: 3 clusters Score -648156.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -648350.187500 Penalty: 4232.693848
	Iteration 5F: 3 clusters Score -648350.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -648501.312500 Penalty: 4232.693848
	Iteration 6Q: 3 clusters Score -648501.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -648633.500000 Penalty: 4232.693848
	Iteration 7Q: 3 clusters Score -648633.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -648748.187500 Penalty: 4232.693848
	Iteration 8Q: 3 clusters Score -648748.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -648856.125000 Penalty: 4232.693848
	Iteration 9Q: 3 clusters Score -648856.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -648935.875000 Penalty: 4232.693848
	Iteration 10Q: 3 clusters Score -648935.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -649028.125000 Penalty: 4232.693848
	Iteration 11Q: 3 clusters Score -649028.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -649129.125000 Penalty: 4232.693848
	Iteration 12Q: 3 clusters Score -649129.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -649201.437500 Penalty: 4232.693848
	Iteration 13Q: 3 clusters Score -649201.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -649258.937500 Penalty: 4232.693848
	Iteration 14Q: 3 clusters Score -649258.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -649315.937500 Penalty: 4232.693848
	Iteration 15Q: 3 clusters Score -649315.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -649370.875000 Penalty: 4232.693848
	Iteration 16Q: 3 clusters Score -649370.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -649398.875000 Penalty: 4232.693848
	Iteration 17Q: 3 clusters Score -649398.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -649415.750000 Penalty: 4232.693848
	Iteration 18Q: 3 clusters Score -649415.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -649436.500000 Penalty: 4232.693848
	Iteration 19Q: 3 clusters Score -649436.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -649456.625000 Penalty: 4232.693848
	Iteration 20F: 3 clusters Score -649456.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -649468.437500 Penalty: 4232.693848
	Iteration 21Q: 3 clusters Score -649468.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -649481.625000 Penalty: 4232.693848
	Iteration 22Q: 3 clusters Score -649481.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -649484.562500 Penalty: 4232.693848
	Iteration 23Q: 3 clusters Score -649484.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -649491.500000 Penalty: 4232.693848
	Iteration 24Q: 3 clusters Score -649491.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -649494.500000 Penalty: 4232.693848
	Iteration 25Q: 3 clusters Score -649494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -649493.875000 Penalty: 4232.693848
	Iteration 26Q: 3 clusters Score -649493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -649495.187500 Penalty: 4232.693848
	Iteration 27Q: 3 clusters Score -649495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -649498.062500 Penalty: 4232.693848
	Iteration 28Q: 3 clusters Score -649498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -649498.375000 Penalty: 4232.693848
	Iteration 29Q: 3 clusters Score -649498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -649499.500000 Penalty: 4232.693848
	Iteration 30Q: 3 clusters Score -649499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -649500.375000 Penalty: 4232.693848
	Iteration 31Q: 3 clusters Score -649500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -649500.375000 Penalty: 4232.693848
	Iteration 32F: 3 clusters Score -649500.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Entering Unmasked Estep 
Score: -1087375.250000 Penalty: 2229.968994
	Iteration 0F: 2 clusters Score -1087375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1080902.125000 Penalty: 4459.937988
	Iteration 0F: 3 clusters Score -1080902 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1082676.000000 Penalty: 4459.937988
	Iteration 1F: 3 clusters Score -1082676 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1082894.250000 Penalty: 4459.937988
	Iteration 2F: 3 clusters Score -1082894 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1083043.750000 Penalty: 4459.937988
	Iteration 3Q: 3 clusters Score -1083044 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1083161.500000 Penalty: 4459.937988
	Iteration 4Q: 3 clusters Score -1083162 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1083231.000000 Penalty: 4459.937988
	Iteration 5Q: 3 clusters Score -1083231 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1083276.875000 Penalty: 4459.937988
	Iteration 6Q: 3 clusters Score -1083277 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1083315.500000 Penalty: 4459.937988
	Iteration 7Q: 3 clusters Score -1083316 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1083347.000000 Penalty: 4459.937988
	Iteration 8Q: 3 clusters Score -1083347 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1083376.250000 Penalty: 4459.937988
	Iteration 9Q: 3 clusters Score -1083376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1083387.250000 Penalty: 4459.937988
	Iteration 10Q: 3 clusters Score -1083387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1083404.500000 Penalty: 4459.937988
	Iteration 11Q: 3 clusters Score -1083404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1083416.625000 Penalty: 4459.937988
	Iteration 12Q: 3 clusters Score -1083417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1083426.625000 Penalty: 4459.937988
	Iteration 13Q: 3 clusters Score -1083427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1083435.375000 Penalty: 4459.937988
	Iteration 14Q: 3 clusters Score -1083435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1083441.625000 Penalty: 4459.937988
	Iteration 15Q: 3 clusters Score -1083442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1083447.375000 Penalty: 4459.937988
	Iteration 16Q: 3 clusters Score -1083447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1083450.375000 Penalty: 4459.937988
	Iteration 17Q: 3 clusters Score -1083450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1083462.250000 Penalty: 4459.937988
	Iteration 18Q: 3 clusters Score -1083462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1083471.625000 Penalty: 4459.937988
	Iteration 19Q: 3 clusters Score -1083472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1083483.625000 Penalty: 4459.937988
	Iteration 20F: 3 clusters Score -1083484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1083494.125000 Penalty: 4459.937988
	Iteration 21Q: 3 clusters Score -1083494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1083503.000000 Penalty: 4459.937988
	Iteration 22Q: 3 clusters Score -1083503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1083510.500000 Penalty: 4459.937988
	Iteration 23Q: 3 clusters Score -1083510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1083523.250000 Penalty: 4459.937988
	Iteration 24Q: 3 clusters Score -1083523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1083532.125000 Penalty: 4459.937988
	Iteration 25Q: 3 clusters Score -1083532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1083547.125000 Penalty: 4459.937988
	Iteration 26Q: 3 clusters Score -1083547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1083557.500000 Penalty: 4459.937988
	Iteration 27Q: 3 clusters Score -1083558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1083573.125000 Penalty: 4459.937988
	Iteration 28Q: 3 clusters Score -1083573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1083596.625000 Penalty: 4459.937988
	Iteration 29Q: 3 clusters Score -1083597 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1083623.250000 Penalty: 4459.937988
	Iteration 30Q: 3 clusters Score -1083623 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1083639.375000 Penalty: 4459.937988
	Iteration 31Q: 3 clusters Score -1083639 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1083659.125000 Penalty: 4459.937988
	Iteration 32Q: 3 clusters Score -1083659 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1083688.625000 Penalty: 4459.937988
	Iteration 33Q: 3 clusters Score -1083689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1083717.500000 Penalty: 4459.937988
	Iteration 34Q: 3 clusters Score -1083718 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1083753.500000 Penalty: 4459.937988
	Iteration 35Q: 3 clusters Score -1083754 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1083791.375000 Penalty: 4459.937988
	Iteration 36Q: 3 clusters Score -1083791 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1083837.125000 Penalty: 4459.937988
	Iteration 37Q: 3 clusters Score -1083837 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1083888.375000 Penalty: 4459.937988
	Iteration 38Q: 3 clusters Score -1083888 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1083949.250000 Penalty: 4459.937988
	Iteration 39Q: 3 clusters Score -1083949 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1084022.875000 Penalty: 4459.937988
	Iteration 40F: 3 clusters Score -1084023 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1084108.125000 Penalty: 4459.937988
	Iteration 41Q: 3 clusters Score -1084108 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1084202.375000 Penalty: 4459.937988
	Iteration 42Q: 3 clusters Score -1084202 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1084307.000000 Penalty: 4459.937988
	Iteration 43Q: 3 clusters Score -1084307 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1084428.375000 Penalty: 4459.937988
	Iteration 44Q: 3 clusters Score -1084428 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1084559.500000 Penalty: 4459.937988
	Iteration 45Q: 3 clusters Score -1084560 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1084699.250000 Penalty: 4459.937988
	Iteration 46Q: 3 clusters Score -1084699 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1084813.625000 Penalty: 4459.937988
	Iteration 47Q: 3 clusters Score -1084814 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1084910.625000 Penalty: 4459.937988
	Iteration 48Q: 3 clusters Score -1084911 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1084989.500000 Penalty: 4459.937988
	Iteration 49Q: 3 clusters Score -1084990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1085064.875000 Penalty: 4459.937988
	Iteration 50Q: 3 clusters Score -1085065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1085116.250000 Penalty: 4459.937988
	Iteration 51Q: 3 clusters Score -1085116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1085154.625000 Penalty: 4459.937988
	Iteration 52Q: 3 clusters Score -1085155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1085174.500000 Penalty: 4459.937988
	Iteration 53Q: 3 clusters Score -1085174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1085197.375000 Penalty: 4459.937988
	Iteration 54Q: 3 clusters Score -1085197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1085221.000000 Penalty: 4459.937988
	Iteration 55Q: 3 clusters Score -1085221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1085243.250000 Penalty: 4459.937988
	Iteration 56Q: 3 clusters Score -1085243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1085255.500000 Penalty: 4459.937988
	Iteration 57Q: 3 clusters Score -1085256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1085270.250000 Penalty: 4459.937988
	Iteration 58Q: 3 clusters Score -1085270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1085277.500000 Penalty: 4459.937988
	Iteration 59Q: 3 clusters Score -1085278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1085286.500000 Penalty: 4459.937988
	Iteration 60F: 3 clusters Score -1085286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1085298.875000 Penalty: 4459.937988
	Iteration 61Q: 3 clusters Score -1085299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1085316.625000 Penalty: 4459.937988
	Iteration 62Q: 3 clusters Score -1085317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1085329.750000 Penalty: 4459.937988
	Iteration 63Q: 3 clusters Score -1085330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1085341.750000 Penalty: 4459.937988
	Iteration 64Q: 3 clusters Score -1085342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1085352.375000 Penalty: 4459.937988
	Iteration 65Q: 3 clusters Score -1085352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1085366.375000 Penalty: 4459.937988
	Iteration 66Q: 3 clusters Score -1085366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1085378.250000 Penalty: 4459.937988
	Iteration 67Q: 3 clusters Score -1085378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1085387.375000 Penalty: 4459.937988
	Iteration 68Q: 3 clusters Score -1085387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1085391.750000 Penalty: 4459.937988
	Iteration 69Q: 3 clusters Score -1085392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1085398.000000 Penalty: 4459.937988
	Iteration 70Q: 3 clusters Score -1085398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1085399.000000 Penalty: 4459.937988
	Iteration 71Q: 3 clusters Score -1085399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1085401.625000 Penalty: 4459.937988
	Iteration 72Q: 3 clusters Score -1085402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1085403.750000 Penalty: 4459.937988
	Iteration 73Q: 3 clusters Score -1085404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1085407.125000 Penalty: 4459.937988
	Iteration 74Q: 3 clusters Score -1085407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1085413.500000 Penalty: 4459.937988
	Iteration 75Q: 3 clusters Score -1085414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1085413.875000 Penalty: 4459.937988
	Iteration 76Q: 3 clusters Score -1085414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1085413.875000 Penalty: 4459.937988
	Iteration 77F: 3 clusters Score -1085414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Entering Unmasked Estep 
Score: -3735365.750000 Penalty: 2566.474121
	Iteration 0F: 2 clusters Score -3735366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3714086.500000 Penalty: 5132.948242
	Iteration 0F: 3 clusters Score -3714086 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3721959.750000 Penalty: 5132.948242
	Iteration 1F: 3 clusters Score -3721960 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3722626.250000 Penalty: 5132.948242
	Iteration 2F: 3 clusters Score -3722626 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3723287.250000 Penalty: 5132.948242
	Iteration 3F: 3 clusters Score -3723287 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3724018.000000 Penalty: 5132.948242
	Iteration 4F: 3 clusters Score -3724018 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3724843.750000 Penalty: 5132.948242
	Iteration 5F: 3 clusters Score -3724844 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3725851.750000 Penalty: 5132.948242
	Iteration 6F: 3 clusters Score -3725852 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3726995.500000 Penalty: 5132.948242
	Iteration 7F: 3 clusters Score -3726996 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3728241.500000 Penalty: 5132.948242
	Iteration 8F: 3 clusters Score -3728242 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3729527.500000 Penalty: 5132.948242
	Iteration 9F: 3 clusters Score -3729528 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3730588.500000 Penalty: 5132.948242
	Iteration 10Q: 3 clusters Score -3730588 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -3731321.500000 Penalty: 5132.948242
	Iteration 11Q: 3 clusters Score -3731322 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3731780.750000 Penalty: 5132.948242
	Iteration 12Q: 3 clusters Score -3731781 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3732084.000000 Penalty: 5132.948242
	Iteration 13Q: 3 clusters Score -3732084 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3732301.250000 Penalty: 5132.948242
	Iteration 14Q: 3 clusters Score -3732301 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3732483.750000 Penalty: 5132.948242
	Iteration 15Q: 3 clusters Score -3732484 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3732671.500000 Penalty: 5132.948242
	Iteration 16Q: 3 clusters Score -3732672 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -3732839.500000 Penalty: 5132.948242
	Iteration 17Q: 3 clusters Score -3732840 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -3732961.250000 Penalty: 5132.948242
	Iteration 18Q: 3 clusters Score -3732961 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3733059.250000 Penalty: 5132.948242
	Iteration 19Q: 3 clusters Score -3733059 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3733139.000000 Penalty: 5132.948242
	Iteration 20F: 3 clusters Score -3733139 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3733211.500000 Penalty: 5132.948242
	Iteration 21Q: 3 clusters Score -3733212 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3733275.750000 Penalty: 5132.948242
	Iteration 22Q: 3 clusters Score -3733276 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3733338.500000 Penalty: 5132.948242
	Iteration 23Q: 3 clusters Score -3733338 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3733385.250000 Penalty: 5132.948242
	Iteration 24Q: 3 clusters Score -3733385 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3733417.500000 Penalty: 5132.948242
	Iteration 25Q: 3 clusters Score -3733418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3733462.500000 Penalty: 5132.948242
	Iteration 26Q: 3 clusters Score -3733462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3733491.750000 Penalty: 5132.948242
	Iteration 27Q: 3 clusters Score -3733492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3733520.000000 Penalty: 5132.948242
	Iteration 28Q: 3 clusters Score -3733520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3733537.250000 Penalty: 5132.948242
	Iteration 29Q: 3 clusters Score -3733537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3733542.250000 Penalty: 5132.948242
	Iteration 30Q: 3 clusters Score -3733542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3733558.500000 Penalty: 5132.948242
	Iteration 31Q: 3 clusters Score -3733558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3733561.000000 Penalty: 5132.948242
	Iteration 32Q: 3 clusters Score -3733561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -3733572.750000 Penalty: 5132.948242
	Iteration 33Q: 3 clusters Score -3733573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3733572.500000 Penalty: 5132.948242
	Iteration 34Q: 3 clusters Score -3733572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3733575.250000 Penalty: 5132.948242
	Iteration 35Q: 3 clusters Score -3733575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3733584.250000 Penalty: 5132.948242
	Iteration 36Q: 3 clusters Score -3733584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -3733592.500000 Penalty: 5132.948242
	Iteration 37Q: 3 clusters Score -3733592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -3733587.750000 Penalty: 5132.948242
	Iteration 38Q: 3 clusters Score -3733588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3733592.000000 Penalty: 5132.948242
	Iteration 39Q: 3 clusters Score -3733592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3733599.750000 Penalty: 5132.948242
	Iteration 40F: 3 clusters Score -3733600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3733603.750000 Penalty: 5132.948242
	Iteration 41Q: 3 clusters Score -3733604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3733606.500000 Penalty: 5132.948242
	Iteration 42Q: 3 clusters Score -3733606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3733606.250000 Penalty: 5132.948242
	Iteration 43Q: 3 clusters Score -3733606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -3733610.250000 Penalty: 5132.948242
	Iteration 44Q: 3 clusters Score -3733610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3733611.250000 Penalty: 5132.948242
	Iteration 45Q: 3 clusters Score -3733611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3733616.250000 Penalty: 5132.948242
	Iteration 46Q: 3 clusters Score -3733616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3733616.750000 Penalty: 5132.948242
	Iteration 47Q: 3 clusters Score -3733617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -3733621.750000 Penalty: 5132.948242
	Iteration 48Q: 3 clusters Score -3733622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3733621.750000 Penalty: 5132.948242
	Iteration 49Q: 3 clusters Score -3733622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3733623.500000 Penalty: 5132.948242
	Iteration 50Q: 3 clusters Score -3733624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3733626.000000 Penalty: 5132.948242
	Iteration 51Q: 3 clusters Score -3733626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3733627.500000 Penalty: 5132.948242
	Iteration 52Q: 3 clusters Score -3733628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3733630.000000 Penalty: 5132.948242
	Iteration 53Q: 3 clusters Score -3733630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3733625.750000 Penalty: 5132.948242
	Iteration 54Q: 3 clusters Score -3733626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3733630.250000 Penalty: 5132.948242
	Iteration 55Q: 3 clusters Score -3733630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3733627.500000 Penalty: 5132.948242
	Iteration 56Q: 3 clusters Score -3733628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3733632.750000 Penalty: 5132.948242
	Iteration 57Q: 3 clusters Score -3733633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3733632.750000 Penalty: 5132.948242
	Iteration 58F: 3 clusters Score -3733633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -59260.421875 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -59260.42 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 243 members 
Entering Unmasked Estep 
Score: -57760.851562 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -57760.85 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57991.691406 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -57991.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58047.187500 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -58047.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58073.957031 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -58073.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58083.949219 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -58083.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58115.984375 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -58115.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58133.121094 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -58133.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58150.945312 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -58150.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58173.617188 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -58173.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58179.734375 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -58179.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58200.140625 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -58200.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58212.667969 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -58212.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58226.234375 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -58226.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -58233.253906 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -58233.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58235.906250 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -58235.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58249.875000 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -58249.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58258.937500 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -58258.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58273.570312 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -58273.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58285.031250 Penalty: 3077.460693
	Iteration 18Q: 3 clusters Score -58285.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58291.710938 Penalty: 3077.460693
	Iteration 19Q: 3 clusters Score -58291.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58294.597656 Penalty: 3077.460693
	Iteration 20F: 3 clusters Score -58294.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -229100.750000 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -229100.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -226610.625000 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -226610.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -227181.593750 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -227181.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -227355.875000 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -227355.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -227453.609375 Penalty: 3740.674805
	Iteration 3F: 3 clusters Score -227453.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -227526.484375 Penalty: 3740.674805
	Iteration 4Q: 3 clusters Score -227526.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -227576.578125 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -227576.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -227615.437500 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -227615.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -227704.093750 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -227704.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -227749.781250 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -227749.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -227785.734375 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -227785.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -227819.296875 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -227819.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -227841.875000 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -227841.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -227852.750000 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -227852.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -227859.953125 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -227860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -227867.031250 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -227867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -227871.750000 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -227871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -227876.765625 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -227876.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -227888.250000 Penalty: 3740.674805
	Iteration 17Q: 3 clusters Score -227888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -227896.218750 Penalty: 3740.674805
	Iteration 18Q: 3 clusters Score -227896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -227902.000000 Penalty: 3740.674805
	Iteration 19Q: 3 clusters Score -227902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -227906.406250 Penalty: 3740.674805
	Iteration 20F: 3 clusters Score -227906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -227911.984375 Penalty: 3740.674805
	Iteration 21Q: 3 clusters Score -227912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -227913.578125 Penalty: 3740.674805
	Iteration 22Q: 3 clusters Score -227913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -227914.062500 Penalty: 3740.674805
	Iteration 23Q: 3 clusters Score -227914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -227914.062500 Penalty: 3740.674805
	Iteration 24Q: 3 clusters Score -227914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -227915.562500 Penalty: 3740.674805
	Iteration 25Q: 3 clusters Score -227915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -227916.265625 Penalty: 3740.674805
	Iteration 26Q: 3 clusters Score -227916.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -227916.265625 Penalty: 3740.674805
	Iteration 27F: 3 clusters Score -227916.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Entering Unmasked Estep 
Score: -267390.093750 Penalty: 1903.650513
	Iteration 0F: 2 clusters Score -267390.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -264665.281250 Penalty: 3807.301025
	Iteration 0F: 3 clusters Score -264665.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -265245.718750 Penalty: 3807.301025
	Iteration 1F: 3 clusters Score -265245.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -265438.500000 Penalty: 3807.301025
	Iteration 2F: 3 clusters Score -265438.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -265662.968750 Penalty: 3807.301025
	Iteration 3F: 3 clusters Score -265663 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -265952.531250 Penalty: 3807.301025
	Iteration 4F: 3 clusters Score -265952.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -266140.437500 Penalty: 3807.301025
	Iteration 5F: 3 clusters Score -266140.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -266305.812500 Penalty: 3807.301025
	Iteration 6F: 3 clusters Score -266305.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -266474.406250 Penalty: 3807.301025
	Iteration 7Q: 3 clusters Score -266474.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -266639.375000 Penalty: 3807.301025
	Iteration 8Q: 3 clusters Score -266639.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -266789.937500 Penalty: 3807.301025
	Iteration 9Q: 3 clusters Score -266789.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -266951.437500 Penalty: 3807.301025
	Iteration 10Q: 3 clusters Score -266951.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -267057.875000 Penalty: 3807.301025
	Iteration 11Q: 3 clusters Score -267057.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -267106.375000 Penalty: 3807.301025
	Iteration 12Q: 3 clusters Score -267106.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -267125.312500 Penalty: 3807.301025
	Iteration 13Q: 3 clusters Score -267125.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -267131.406250 Penalty: 3807.301025
	Iteration 14Q: 3 clusters Score -267131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -267134.187500 Penalty: 3807.301025
	Iteration 15Q: 3 clusters Score -267134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -267134.656250 Penalty: 3807.301025
	Iteration 16Q: 3 clusters Score -267134.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -267134.656250 Penalty: 3807.301025
	Iteration 17F: 3 clusters Score -267134.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -330468.625000 Penalty: 1971.986816
	Iteration 0F: 2 clusters Score -330468.6 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 1460 members 
Entering Unmasked Estep 
Score: -327415.125000 Penalty: 3943.973633
	Iteration 0F: 3 clusters Score -327415.1 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -328309.875000 Penalty: 3943.973633
	Iteration 1F: 3 clusters Score -328309.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -328602.781250 Penalty: 3943.973633
	Iteration 2F: 3 clusters Score -328602.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -328805.531250 Penalty: 3943.973633
	Iteration 3F: 3 clusters Score -328805.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -328979.500000 Penalty: 3943.973633
	Iteration 4Q: 3 clusters Score -328979.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -329109.781250 Penalty: 3943.973633
	Iteration 5Q: 3 clusters Score -329109.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -329242.250000 Penalty: 3943.973633
	Iteration 6Q: 3 clusters Score -329242.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -329333.593750 Penalty: 3943.973633
	Iteration 7Q: 3 clusters Score -329333.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -329415.906250 Penalty: 3943.973633
	Iteration 8Q: 3 clusters Score -329415.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -329474.093750 Penalty: 3943.973633
	Iteration 9Q: 3 clusters Score -329474.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -329534.375000 Penalty: 3943.973633
	Iteration 10Q: 3 clusters Score -329534.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -329562.093750 Penalty: 3943.973633
	Iteration 11Q: 3 clusters Score -329562.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -329586.156250 Penalty: 3943.973633
	Iteration 12Q: 3 clusters Score -329586.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -329601.593750 Penalty: 3943.973633
	Iteration 13Q: 3 clusters Score -329601.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -329613.781250 Penalty: 3943.973633
	Iteration 14Q: 3 clusters Score -329613.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -329617.687500 Penalty: 3943.973633
	Iteration 15Q: 3 clusters Score -329617.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -329622.343750 Penalty: 3943.973633
	Iteration 16Q: 3 clusters Score -329622.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -329623.968750 Penalty: 3943.973633
	Iteration 17Q: 3 clusters Score -329624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -329624.812500 Penalty: 3943.973633
	Iteration 18Q: 3 clusters Score -329624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -329625.625000 Penalty: 3943.973633
	Iteration 19Q: 3 clusters Score -329625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -329628.468750 Penalty: 3943.973633
	Iteration 20F: 3 clusters Score -329628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -329634.000000 Penalty: 3943.973633
	Iteration 21Q: 3 clusters Score -329634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -329637.062500 Penalty: 3943.973633
	Iteration 22Q: 3 clusters Score -329637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -329638.500000 Penalty: 3943.973633
	Iteration 23Q: 3 clusters Score -329638.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -329639.000000 Penalty: 3943.973633
	Iteration 24Q: 3 clusters Score -329639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -329639.000000 Penalty: 3943.973633
	Iteration 25F: 3 clusters Score -329639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Entering Unmasked Estep 
Score: -362042.500000 Penalty: 1989.271606
	Iteration 0F: 2 clusters Score -362042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -358704.312500 Penalty: 3978.543213
	Iteration 0F: 3 clusters Score -358704.3 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -359372.312500 Penalty: 3978.543213
	Iteration 1F: 3 clusters Score -359372.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -359553.937500 Penalty: 3978.543213
	Iteration 2F: 3 clusters Score -359553.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -359684.406250 Penalty: 3978.543213
	Iteration 3F: 3 clusters Score -359684.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -359766.062500 Penalty: 3978.543213
	Iteration 4Q: 3 clusters Score -359766.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -359841.375000 Penalty: 3978.543213
	Iteration 5Q: 3 clusters Score -359841.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -359935.468750 Penalty: 3978.543213
	Iteration 6Q: 3 clusters Score -359935.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -360036.187500 Penalty: 3978.543213
	Iteration 7Q: 3 clusters Score -360036.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -360126.937500 Penalty: 3978.543213
	Iteration 8Q: 3 clusters Score -360126.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -360228.156250 Penalty: 3978.543213
	Iteration 9Q: 3 clusters Score -360228.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -360313.062500 Penalty: 3978.543213
	Iteration 10Q: 3 clusters Score -360313.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -360389.281250 Penalty: 3978.543213
	Iteration 11Q: 3 clusters Score -360389.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -360467.625000 Penalty: 3978.543213
	Iteration 12Q: 3 clusters Score -360467.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -360550.562500 Penalty: 3978.543213
	Iteration 13Q: 3 clusters Score -360550.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -360621.250000 Penalty: 3978.543213
	Iteration 14Q: 3 clusters Score -360621.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -360680.531250 Penalty: 3978.543213
	Iteration 15Q: 3 clusters Score -360680.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -360729.468750 Penalty: 3978.543213
	Iteration 16Q: 3 clusters Score -360729.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -360760.843750 Penalty: 3978.543213
	Iteration 17Q: 3 clusters Score -360760.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -360787.812500 Penalty: 3978.543213
	Iteration 18Q: 3 clusters Score -360787.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -360818.156250 Penalty: 3978.543213
	Iteration 19Q: 3 clusters Score -360818.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -360857.312500 Penalty: 3978.543213
	Iteration 20F: 3 clusters Score -360857.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -360886.750000 Penalty: 3978.543213
	Iteration 21Q: 3 clusters Score -360886.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -360909.906250 Penalty: 3978.543213
	Iteration 22Q: 3 clusters Score -360909.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -360931.718750 Penalty: 3978.543213
	Iteration 23Q: 3 clusters Score -360931.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -360950.375000 Penalty: 3978.543213
	Iteration 24Q: 3 clusters Score -360950.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -360959.531250 Penalty: 3978.543213
	Iteration 25Q: 3 clusters Score -360959.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -360964.562500 Penalty: 3978.543213
	Iteration 26Q: 3 clusters Score -360964.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -360972.843750 Penalty: 3978.543213
	Iteration 27Q: 3 clusters Score -360972.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -360980.812500 Penalty: 3978.543213
	Iteration 28Q: 3 clusters Score -360980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -360981.937500 Penalty: 3978.543213
	Iteration 29Q: 3 clusters Score -360981.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -360981.937500 Penalty: 3978.543213
	Iteration 30F: 3 clusters Score -360981.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105673 members 
Entering Unmasked Estep 
Score: -13357655.000000 Penalty: 2868.889893
	Iteration 0F: 2 clusters Score -1.335766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -13286988.000000 Penalty: 5737.779785
	Iteration 0F: 3 clusters Score -1.328699e+07 nChanged 50000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -13315913.000000 Penalty: 5737.779785
	Iteration 1F: 3 clusters Score -1.331591e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -13317455.000000 Penalty: 5737.779785
	Iteration 2Q: 3 clusters Score -1.331746e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -13319617.000000 Penalty: 5737.779785
	Iteration 3Q: 3 clusters Score -1.331962e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -13323278.000000 Penalty: 5737.779785
	Iteration 4F: 3 clusters Score -1.332328e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -13328696.000000 Penalty: 5737.779785
	Iteration 5F: 3 clusters Score -1.33287e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -13335588.000000 Penalty: 5737.779785
	Iteration 6F: 3 clusters Score -1.333559e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -13342379.000000 Penalty: 5737.779785
	Iteration 7F: 3 clusters Score -1.334238e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -13347885.000000 Penalty: 5737.779785
	Iteration 8F: 3 clusters Score -1.334788e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -13351508.000000 Penalty: 5737.779785
	Iteration 9Q: 3 clusters Score -1.335151e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 103170 members 
Entering Unmasked Estep 
Score: -13353463.000000 Penalty: 5737.779785
	Iteration 10Q: 3 clusters Score -1.335346e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -13354365.000000 Penalty: 5737.779785
	Iteration 11Q: 3 clusters Score -1.335436e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 104836 members 
Entering Unmasked Estep 
Score: -13354749.000000 Penalty: 5737.779785
	Iteration 12Q: 3 clusters Score -1.335475e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -13354993.000000 Penalty: 5737.779785
	Iteration 13Q: 3 clusters Score -1.335499e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 105146 members 
Entering Unmasked Estep 
Score: -13355105.000000 Penalty: 5737.779785
	Iteration 14Q: 3 clusters Score -1.33551e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -13355154.000000 Penalty: 5737.779785
	Iteration 15Q: 3 clusters Score -1.335515e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -13355183.000000 Penalty: 5737.779785
	Iteration 16Q: 3 clusters Score -1.335518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 105221 members 
Entering Unmasked Estep 
Score: -13355209.000000 Penalty: 5737.779785
	Iteration 17Q: 3 clusters Score -1.335521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 105226 members 
Entering Unmasked Estep 
Score: -13355220.000000 Penalty: 5737.779785
	Iteration 18Q: 3 clusters Score -1.335522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -13355233.000000 Penalty: 5737.779785
	Iteration 19Q: 3 clusters Score -1.335523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 105242 members 
Entering Unmasked Estep 
Score: -13355239.000000 Penalty: 5737.779785
	Iteration 20F: 3 clusters Score -1.335524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 105249 members 
Entering Unmasked Estep 
Score: -13355269.000000 Penalty: 5737.779785
	Iteration 21Q: 3 clusters Score -1.335527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 105249 members 
Entering Unmasked Estep 
Score: -13355272.000000 Penalty: 5737.779785
	Iteration 22Q: 3 clusters Score -1.335527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 105252 members 
Entering Unmasked Estep 
Score: -13355278.000000 Penalty: 5737.779785
	Iteration 23Q: 3 clusters Score -1.335528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 105261 members 
Entering Unmasked Estep 
Score: -13355278.000000 Penalty: 5737.779785
	Iteration 24Q: 3 clusters Score -1.335528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -13355284.000000 Penalty: 5737.779785
	Iteration 25Q: 3 clusters Score -1.335528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 105268 members 
Entering Unmasked Estep 
Score: -13355281.000000 Penalty: 5737.779785
	Iteration 26Q: 3 clusters Score -1.335528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
Score: -13355294.000000 Penalty: 5737.779785
	Iteration 27Q: 3 clusters Score -1.335529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
Score: -13355290.000000 Penalty: 5737.779785
	Iteration 28Q: 3 clusters Score -1.335529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
Score: -13355290.000000 Penalty: 5737.779785
	Iteration 29F: 3 clusters Score -1.335529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Entering Unmasked Estep 
Score: -3066418.750000 Penalty: 2506.364014
	Iteration 0F: 2 clusters Score -3066419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3049544.000000 Penalty: 5012.728027
	Iteration 0F: 3 clusters Score -3049544 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3055339.750000 Penalty: 5012.728027
	Iteration 1F: 3 clusters Score -3055340 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3055912.750000 Penalty: 5012.728027
	Iteration 2F: 3 clusters Score -3055913 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3056515.500000 Penalty: 5012.728027
	Iteration 3Q: 3 clusters Score -3056516 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3057159.000000 Penalty: 5012.728027
	Iteration 4Q: 3 clusters Score -3057159 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3057906.750000 Penalty: 5012.728027
	Iteration 5Q: 3 clusters Score -3057907 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3058666.000000 Penalty: 5012.728027
	Iteration 6Q: 3 clusters Score -3058666 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3059513.750000 Penalty: 5012.728027
	Iteration 7F: 3 clusters Score -3059514 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3060428.750000 Penalty: 5012.728027
	Iteration 8F: 3 clusters Score -3060429 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3061406.500000 Penalty: 5012.728027
	Iteration 9F: 3 clusters Score -3061406 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3062329.500000 Penalty: 5012.728027
	Iteration 10Q: 3 clusters Score -3062330 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3063031.000000 Penalty: 5012.728027
	Iteration 11Q: 3 clusters Score -3063031 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3063519.000000 Penalty: 5012.728027
	Iteration 12Q: 3 clusters Score -3063519 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3063828.750000 Penalty: 5012.728027
	Iteration 13Q: 3 clusters Score -3063829 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3063997.250000 Penalty: 5012.728027
	Iteration 14Q: 3 clusters Score -3063997 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3064108.750000 Penalty: 5012.728027
	Iteration 15Q: 3 clusters Score -3064109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3064168.750000 Penalty: 5012.728027
	Iteration 16Q: 3 clusters Score -3064169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3064201.750000 Penalty: 5012.728027
	Iteration 17Q: 3 clusters Score -3064202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3064236.750000 Penalty: 5012.728027
	Iteration 18Q: 3 clusters Score -3064237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3064261.500000 Penalty: 5012.728027
	Iteration 19Q: 3 clusters Score -3064262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3064279.250000 Penalty: 5012.728027
	Iteration 20F: 3 clusters Score -3064279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3064290.250000 Penalty: 5012.728027
	Iteration 21Q: 3 clusters Score -3064290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3064313.000000 Penalty: 5012.728027
	Iteration 22Q: 3 clusters Score -3064313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3064321.500000 Penalty: 5012.728027
	Iteration 23Q: 3 clusters Score -3064322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3064326.500000 Penalty: 5012.728027
	Iteration 24Q: 3 clusters Score -3064326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3064332.750000 Penalty: 5012.728027
	Iteration 25Q: 3 clusters Score -3064333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3064335.250000 Penalty: 5012.728027
	Iteration 26Q: 3 clusters Score -3064335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3064339.250000 Penalty: 5012.728027
	Iteration 27Q: 3 clusters Score -3064339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3064338.750000 Penalty: 5012.728027
	Iteration 28Q: 3 clusters Score -3064339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3064344.000000 Penalty: 5012.728027
	Iteration 29Q: 3 clusters Score -3064344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3064348.000000 Penalty: 5012.728027
	Iteration 30Q: 3 clusters Score -3064348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3064346.250000 Penalty: 5012.728027
	Iteration 31Q: 3 clusters Score -3064346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3064348.750000 Penalty: 5012.728027
	Iteration 32Q: 3 clusters Score -3064349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3064348.750000 Penalty: 5012.728027
	Iteration 33Q: 3 clusters Score -3064349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3064352.500000 Penalty: 5012.728027
	Iteration 34Q: 3 clusters Score -3064352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3064351.000000 Penalty: 5012.728027
	Iteration 35Q: 3 clusters Score -3064351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3064350.000000 Penalty: 5012.728027
	Iteration 36Q: 3 clusters Score -3064350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3064352.000000 Penalty: 5012.728027
	Iteration 37Q: 3 clusters Score -3064352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3064353.250000 Penalty: 5012.728027
	Iteration 38Q: 3 clusters Score -3064353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3064352.250000 Penalty: 5012.728027
	Iteration 39Q: 3 clusters Score -3064352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3064353.250000 Penalty: 5012.728027
	Iteration 40F: 3 clusters Score -3064353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3064353.250000 Penalty: 5012.728027
	Iteration 41Q: 3 clusters Score -3064353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3064358.250000 Penalty: 5012.728027
	Iteration 42Q: 3 clusters Score -3064358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3064361.250000 Penalty: 5012.728027
	Iteration 43Q: 3 clusters Score -3064361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3064363.500000 Penalty: 5012.728027
	Iteration 44Q: 3 clusters Score -3064364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3064368.500000 Penalty: 5012.728027
	Iteration 45Q: 3 clusters Score -3064368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3064372.000000 Penalty: 5012.728027
	Iteration 46Q: 3 clusters Score -3064372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3064372.750000 Penalty: 5012.728027
	Iteration 47Q: 3 clusters Score -3064373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3064374.250000 Penalty: 5012.728027
	Iteration 48Q: 3 clusters Score -3064374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3064374.500000 Penalty: 5012.728027
	Iteration 49Q: 3 clusters Score -3064374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3064374.500000 Penalty: 5012.728027
	Iteration 50F: 3 clusters Score -3064374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Entering Unmasked Estep 
Score: -1087939.500000 Penalty: 2252.179932
	Iteration 0F: 2 clusters Score -1087940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1081006.750000 Penalty: 4504.359863
	Iteration 0F: 3 clusters Score -1081007 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1082993.250000 Penalty: 4504.359863
	Iteration 1F: 3 clusters Score -1082993 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1083295.875000 Penalty: 4504.359863
	Iteration 2F: 3 clusters Score -1083296 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1083507.125000 Penalty: 4504.359863
	Iteration 3F: 3 clusters Score -1083507 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1083673.875000 Penalty: 4504.359863
	Iteration 4Q: 3 clusters Score -1083674 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1083811.250000 Penalty: 4504.359863
	Iteration 5Q: 3 clusters Score -1083811 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1083948.250000 Penalty: 4504.359863
	Iteration 6Q: 3 clusters Score -1083948 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1084075.000000 Penalty: 4504.359863
	Iteration 7Q: 3 clusters Score -1084075 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1084176.625000 Penalty: 4504.359863
	Iteration 8Q: 3 clusters Score -1084177 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1084260.500000 Penalty: 4504.359863
	Iteration 9Q: 3 clusters Score -1084260 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1084343.375000 Penalty: 4504.359863
	Iteration 10Q: 3 clusters Score -1084343 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1084412.375000 Penalty: 4504.359863
	Iteration 11Q: 3 clusters Score -1084412 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1084473.125000 Penalty: 4504.359863
	Iteration 12Q: 3 clusters Score -1084473 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1084528.375000 Penalty: 4504.359863
	Iteration 13Q: 3 clusters Score -1084528 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1084570.625000 Penalty: 4504.359863
	Iteration 14Q: 3 clusters Score -1084571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1084612.500000 Penalty: 4504.359863
	Iteration 15Q: 3 clusters Score -1084612 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1084650.625000 Penalty: 4504.359863
	Iteration 16Q: 3 clusters Score -1084651 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1084676.875000 Penalty: 4504.359863
	Iteration 17Q: 3 clusters Score -1084677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1084701.500000 Penalty: 4504.359863
	Iteration 18Q: 3 clusters Score -1084702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1084724.000000 Penalty: 4504.359863
	Iteration 19Q: 3 clusters Score -1084724 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1084737.750000 Penalty: 4504.359863
	Iteration 20F: 3 clusters Score -1084738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1084757.500000 Penalty: 4504.359863
	Iteration 21Q: 3 clusters Score -1084758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1084774.875000 Penalty: 4504.359863
	Iteration 22Q: 3 clusters Score -1084775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1084791.375000 Penalty: 4504.359863
	Iteration 23Q: 3 clusters Score -1084791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1084807.500000 Penalty: 4504.359863
	Iteration 24Q: 3 clusters Score -1084808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1084818.250000 Penalty: 4504.359863
	Iteration 25Q: 3 clusters Score -1084818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1084832.875000 Penalty: 4504.359863
	Iteration 26Q: 3 clusters Score -1084833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1084838.750000 Penalty: 4504.359863
	Iteration 27Q: 3 clusters Score -1084839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1084852.625000 Penalty: 4504.359863
	Iteration 28Q: 3 clusters Score -1084853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1084859.875000 Penalty: 4504.359863
	Iteration 29Q: 3 clusters Score -1084860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1084874.500000 Penalty: 4504.359863
	Iteration 30Q: 3 clusters Score -1084874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1084882.250000 Penalty: 4504.359863
	Iteration 31Q: 3 clusters Score -1084882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1084894.250000 Penalty: 4504.359863
	Iteration 32Q: 3 clusters Score -1084894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1084906.375000 Penalty: 4504.359863
	Iteration 33Q: 3 clusters Score -1084906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1084919.250000 Penalty: 4504.359863
	Iteration 34Q: 3 clusters Score -1084919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1084932.000000 Penalty: 4504.359863
	Iteration 35Q: 3 clusters Score -1084932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1084942.125000 Penalty: 4504.359863
	Iteration 36Q: 3 clusters Score -1084942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1084957.375000 Penalty: 4504.359863
	Iteration 37Q: 3 clusters Score -1084957 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1084970.375000 Penalty: 4504.359863
	Iteration 38Q: 3 clusters Score -1084970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1084985.125000 Penalty: 4504.359863
	Iteration 39Q: 3 clusters Score -1084985 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1085002.375000 Penalty: 4504.359863
	Iteration 40F: 3 clusters Score -1085002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1085014.625000 Penalty: 4504.359863
	Iteration 41Q: 3 clusters Score -1085015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1085039.250000 Penalty: 4504.359863
	Iteration 42Q: 3 clusters Score -1085039 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1085070.875000 Penalty: 4504.359863
	Iteration 43Q: 3 clusters Score -1085071 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1085117.250000 Penalty: 4504.359863
	Iteration 44Q: 3 clusters Score -1085117 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1085177.250000 Penalty: 4504.359863
	Iteration 45Q: 3 clusters Score -1085177 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1085239.750000 Penalty: 4504.359863
	Iteration 46Q: 3 clusters Score -1085240 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1085314.875000 Penalty: 4504.359863
	Iteration 47Q: 3 clusters Score -1085315 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1085413.125000 Penalty: 4504.359863
	Iteration 48Q: 3 clusters Score -1085413 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1085505.375000 Penalty: 4504.359863
	Iteration 49Q: 3 clusters Score -1085505 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1085587.250000 Penalty: 4504.359863
	Iteration 50Q: 3 clusters Score -1085587 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1085679.250000 Penalty: 4504.359863
	Iteration 51Q: 3 clusters Score -1085679 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1085768.875000 Penalty: 4504.359863
	Iteration 52Q: 3 clusters Score -1085769 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1085859.375000 Penalty: 4504.359863
	Iteration 53Q: 3 clusters Score -1085859 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1085935.750000 Penalty: 4504.359863
	Iteration 54Q: 3 clusters Score -1085936 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1086015.250000 Penalty: 4504.359863
	Iteration 55Q: 3 clusters Score -1086015 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1086080.000000 Penalty: 4504.359863
	Iteration 56Q: 3 clusters Score -1086080 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1086135.875000 Penalty: 4504.359863
	Iteration 57Q: 3 clusters Score -1086136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1086171.500000 Penalty: 4504.359863
	Iteration 58Q: 3 clusters Score -1086172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1086191.875000 Penalty: 4504.359863
	Iteration 59Q: 3 clusters Score -1086192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1086204.750000 Penalty: 4504.359863
	Iteration 60F: 3 clusters Score -1086205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1086209.250000 Penalty: 4504.359863
	Iteration 61Q: 3 clusters Score -1086209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1086221.000000 Penalty: 4504.359863
	Iteration 62Q: 3 clusters Score -1086221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1086227.625000 Penalty: 4504.359863
	Iteration 63Q: 3 clusters Score -1086228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1086237.125000 Penalty: 4504.359863
	Iteration 64Q: 3 clusters Score -1086237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1086239.125000 Penalty: 4504.359863
	Iteration 65Q: 3 clusters Score -1086239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1086241.750000 Penalty: 4504.359863
	Iteration 66Q: 3 clusters Score -1086242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1086245.750000 Penalty: 4504.359863
	Iteration 67Q: 3 clusters Score -1086246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1086253.500000 Penalty: 4504.359863
	Iteration 68Q: 3 clusters Score -1086254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1086256.000000 Penalty: 4504.359863
	Iteration 69Q: 3 clusters Score -1086256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1086260.125000 Penalty: 4504.359863
	Iteration 70Q: 3 clusters Score -1086260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1086261.750000 Penalty: 4504.359863
	Iteration 71Q: 3 clusters Score -1086262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1086261.375000 Penalty: 4504.359863
	Iteration 72Q: 3 clusters Score -1086261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1086263.250000 Penalty: 4504.359863
	Iteration 73Q: 3 clusters Score -1086263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1086268.125000 Penalty: 4504.359863
	Iteration 74Q: 3 clusters Score -1086268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1086268.500000 Penalty: 4504.359863
	Iteration 75Q: 3 clusters Score -1086268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1086269.125000 Penalty: 4504.359863
	Iteration 76Q: 3 clusters Score -1086269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1086270.125000 Penalty: 4504.359863
	Iteration 77Q: 3 clusters Score -1086270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1086274.500000 Penalty: 4504.359863
	Iteration 78Q: 3 clusters Score -1086274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1086277.250000 Penalty: 4504.359863
	Iteration 79Q: 3 clusters Score -1086277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1086278.250000 Penalty: 4504.359863
	Iteration 80F: 3 clusters Score -1086278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1086279.625000 Penalty: 4504.359863
	Iteration 81Q: 3 clusters Score -1086280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1086279.125000 Penalty: 4504.359863
	Iteration 82Q: 3 clusters Score -1086279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1086279.750000 Penalty: 4504.359863
	Iteration 83Q: 3 clusters Score -1086280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1086280.875000 Penalty: 4504.359863
	Iteration 84Q: 3 clusters Score -1086281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1086283.125000 Penalty: 4504.359863
	Iteration 85Q: 3 clusters Score -1086283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1086283.750000 Penalty: 4504.359863
	Iteration 86Q: 3 clusters Score -1086284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1086288.125000 Penalty: 4504.359863
	Iteration 87Q: 3 clusters Score -1086288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1086289.750000 Penalty: 4504.359863
	Iteration 88Q: 3 clusters Score -1086290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1086291.750000 Penalty: 4504.359863
	Iteration 89Q: 3 clusters Score -1086292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1086291.875000 Penalty: 4504.359863
	Iteration 90Q: 3 clusters Score -1086292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1086292.250000 Penalty: 4504.359863
	Iteration 91Q: 3 clusters Score -1086292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1086293.375000 Penalty: 4504.359863
	Iteration 92Q: 3 clusters Score -1086293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1086293.375000 Penalty: 4504.359863
	Iteration 93F: 3 clusters Score -1086293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -42636.671875 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -42636.67 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 181 members 
Entering Unmasked Estep 
Score: -41271.105469 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -41271.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41487.695312 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -41487.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41596.367188 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -41596.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41696.882812 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -41696.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41770.066406 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -41770.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41876.730469 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -41876.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41955.222656 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -41955.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42003.796875 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -42003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42023.277344 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -42023.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42023.277344 Penalty: 2974.240234
	Iteration 9F: 3 clusters Score -42023.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (71043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Entering Unmasked Estep 
Score: -9146447.000000 Penalty: 2770.417969
	Iteration 0F: 2 clusters Score -9146447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -9098962.000000 Penalty: 5540.835938
	Iteration 0F: 3 clusters Score -9098962 nChanged 33210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -9117786.000000 Penalty: 5540.835938
	Iteration 1F: 3 clusters Score -9117786 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -9118872.000000 Penalty: 5540.835938
	Iteration 2Q: 3 clusters Score -9118872 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -9120251.000000 Penalty: 5540.835938
	Iteration 3Q: 3 clusters Score -9120251 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -9121951.000000 Penalty: 5540.835938
	Iteration 4F: 3 clusters Score -9121951 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -9124184.000000 Penalty: 5540.835938
	Iteration 5F: 3 clusters Score -9124184 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -9126515.000000 Penalty: 5540.835938
	Iteration 6F: 3 clusters Score -9126515 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -9128929.000000 Penalty: 5540.835938
	Iteration 7F: 3 clusters Score -9128929 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -9131067.000000 Penalty: 5540.835938
	Iteration 8F: 3 clusters Score -9131067 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -9133257.000000 Penalty: 5540.835938
	Iteration 9Q: 3 clusters Score -9133257 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -9135390.000000 Penalty: 5540.835938
	Iteration 10Q: 3 clusters Score -9135390 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -9137425.000000 Penalty: 5540.835938
	Iteration 11Q: 3 clusters Score -9137425 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -9139419.000000 Penalty: 5540.835938
	Iteration 12Q: 3 clusters Score -9139419 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -9141081.000000 Penalty: 5540.835938
	Iteration 13Q: 3 clusters Score -9141081 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -9142252.000000 Penalty: 5540.835938
	Iteration 14Q: 3 clusters Score -9142252 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -9142969.000000 Penalty: 5540.835938
	Iteration 15Q: 3 clusters Score -9142969 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -9143408.000000 Penalty: 5540.835938
	Iteration 16Q: 3 clusters Score -9143408 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -9143610.000000 Penalty: 5540.835938
	Iteration 17Q: 3 clusters Score -9143610 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -9143770.000000 Penalty: 5540.835938
	Iteration 18Q: 3 clusters Score -9143770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -9143834.000000 Penalty: 5540.835938
	Iteration 19Q: 3 clusters Score -9143834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -9143899.000000 Penalty: 5540.835938
	Iteration 20F: 3 clusters Score -9143899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -9143949.000000 Penalty: 5540.835938
	Iteration 21Q: 3 clusters Score -9143949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 70596 members 
Entering Unmasked Estep 
Score: -9143993.000000 Penalty: 5540.835938
	Iteration 22Q: 3 clusters Score -9143993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -9144005.000000 Penalty: 5540.835938
	Iteration 23Q: 3 clusters Score -9144005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -9144026.000000 Penalty: 5540.835938
	Iteration 24Q: 3 clusters Score -9144026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -9144013.000000 Penalty: 5540.835938
	Iteration 25Q: 3 clusters Score -9144013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -9144030.000000 Penalty: 5540.835938
	Iteration 26Q: 3 clusters Score -9144030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -9144030.000000 Penalty: 5540.835938
	Iteration 27Q: 3 clusters Score -9144030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -9144042.000000 Penalty: 5540.835938
	Iteration 28Q: 3 clusters Score -9144042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -9144044.000000 Penalty: 5540.835938
	Iteration 29Q: 3 clusters Score -9144044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -9144044.000000 Penalty: 5540.835938
	Iteration 30Q: 3 clusters Score -9144044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -9144057.000000 Penalty: 5540.835938
	Iteration 31Q: 3 clusters Score -9144057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -9144060.000000 Penalty: 5540.835938
	Iteration 32Q: 3 clusters Score -9144060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -9144070.000000 Penalty: 5540.835938
	Iteration 33Q: 3 clusters Score -9144070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -9144076.000000 Penalty: 5540.835938
	Iteration 34Q: 3 clusters Score -9144076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -9144084.000000 Penalty: 5540.835938
	Iteration 35Q: 3 clusters Score -9144084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -9144078.000000 Penalty: 5540.835938
	Iteration 36Q: 3 clusters Score -9144078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -9144079.000000 Penalty: 5540.835938
	Iteration 37Q: 3 clusters Score -9144079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -9144081.000000 Penalty: 5540.835938
	Iteration 38Q: 3 clusters Score -9144081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -9144084.000000 Penalty: 5540.835938
	Iteration 39Q: 3 clusters Score -9144084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -9144081.000000 Penalty: 5540.835938
	Iteration 40F: 3 clusters Score -9144081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -9144078.000000 Penalty: 5540.835938
	Iteration 41Q: 3 clusters Score -9144078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -9144078.000000 Penalty: 5540.835938
	Iteration 42F: 3 clusters Score -9144078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Entering Unmasked Estep 
Score: -2421509.750000 Penalty: 2442.323975
	Iteration 0F: 2 clusters Score -2421510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2408173.500000 Penalty: 4884.647949
	Iteration 0F: 3 clusters Score -2408174 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2412493.250000 Penalty: 4884.647949
	Iteration 1F: 3 clusters Score -2412493 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2412842.250000 Penalty: 4884.647949
	Iteration 2F: 3 clusters Score -2412842 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2413127.000000 Penalty: 4884.647949
	Iteration 3Q: 3 clusters Score -2413127 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2413407.500000 Penalty: 4884.647949
	Iteration 4Q: 3 clusters Score -2413408 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2413677.500000 Penalty: 4884.647949
	Iteration 5Q: 3 clusters Score -2413678 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2413953.000000 Penalty: 4884.647949
	Iteration 6Q: 3 clusters Score -2413953 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2414213.000000 Penalty: 4884.647949
	Iteration 7Q: 3 clusters Score -2414213 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2414485.500000 Penalty: 4884.647949
	Iteration 8Q: 3 clusters Score -2414486 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2414799.500000 Penalty: 4884.647949
	Iteration 9Q: 3 clusters Score -2414800 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2415142.750000 Penalty: 4884.647949
	Iteration 10Q: 3 clusters Score -2415143 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2415506.500000 Penalty: 4884.647949
	Iteration 11Q: 3 clusters Score -2415506 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2415900.000000 Penalty: 4884.647949
	Iteration 12Q: 3 clusters Score -2415900 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2416325.250000 Penalty: 4884.647949
	Iteration 13Q: 3 clusters Score -2416325 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2416733.500000 Penalty: 4884.647949
	Iteration 14Q: 3 clusters Score -2416734 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2417135.250000 Penalty: 4884.647949
	Iteration 15Q: 3 clusters Score -2417135 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2417490.750000 Penalty: 4884.647949
	Iteration 16Q: 3 clusters Score -2417491 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2417831.500000 Penalty: 4884.647949
	Iteration 17Q: 3 clusters Score -2417832 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2418123.250000 Penalty: 4884.647949
	Iteration 18Q: 3 clusters Score -2418123 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2418357.000000 Penalty: 4884.647949
	Iteration 19Q: 3 clusters Score -2418357 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2418546.750000 Penalty: 4884.647949
	Iteration 20F: 3 clusters Score -2418547 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2418734.000000 Penalty: 4884.647949
	Iteration 21Q: 3 clusters Score -2418734 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2418859.500000 Penalty: 4884.647949
	Iteration 22Q: 3 clusters Score -2418860 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2418977.250000 Penalty: 4884.647949
	Iteration 23Q: 3 clusters Score -2418977 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2419078.500000 Penalty: 4884.647949
	Iteration 24Q: 3 clusters Score -2419078 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2419162.250000 Penalty: 4884.647949
	Iteration 25Q: 3 clusters Score -2419162 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2419221.250000 Penalty: 4884.647949
	Iteration 26Q: 3 clusters Score -2419221 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2419277.500000 Penalty: 4884.647949
	Iteration 27Q: 3 clusters Score -2419278 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2419326.750000 Penalty: 4884.647949
	Iteration 28Q: 3 clusters Score -2419327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2419362.500000 Penalty: 4884.647949
	Iteration 29Q: 3 clusters Score -2419362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2419385.000000 Penalty: 4884.647949
	Iteration 30Q: 3 clusters Score -2419385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2419402.000000 Penalty: 4884.647949
	Iteration 31Q: 3 clusters Score -2419402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2419414.000000 Penalty: 4884.647949
	Iteration 32Q: 3 clusters Score -2419414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2419422.250000 Penalty: 4884.647949
	Iteration 33Q: 3 clusters Score -2419422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2419438.250000 Penalty: 4884.647949
	Iteration 34Q: 3 clusters Score -2419438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2419453.000000 Penalty: 4884.647949
	Iteration 35Q: 3 clusters Score -2419453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2419467.500000 Penalty: 4884.647949
	Iteration 36Q: 3 clusters Score -2419468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2419473.750000 Penalty: 4884.647949
	Iteration 37Q: 3 clusters Score -2419474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2419478.500000 Penalty: 4884.647949
	Iteration 38Q: 3 clusters Score -2419478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2419484.250000 Penalty: 4884.647949
	Iteration 39Q: 3 clusters Score -2419484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2419490.000000 Penalty: 4884.647949
	Iteration 40F: 3 clusters Score -2419490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2419495.250000 Penalty: 4884.647949
	Iteration 41Q: 3 clusters Score -2419495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2419499.250000 Penalty: 4884.647949
	Iteration 42Q: 3 clusters Score -2419499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2419501.250000 Penalty: 4884.647949
	Iteration 43Q: 3 clusters Score -2419501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2419505.750000 Penalty: 4884.647949
	Iteration 44Q: 3 clusters Score -2419506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2419509.250000 Penalty: 4884.647949
	Iteration 45Q: 3 clusters Score -2419509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2419511.500000 Penalty: 4884.647949
	Iteration 46Q: 3 clusters Score -2419512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2419513.250000 Penalty: 4884.647949
	Iteration 47Q: 3 clusters Score -2419513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2419516.000000 Penalty: 4884.647949
	Iteration 48Q: 3 clusters Score -2419516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2419518.500000 Penalty: 4884.647949
	Iteration 49Q: 3 clusters Score -2419518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2419520.750000 Penalty: 4884.647949
	Iteration 50Q: 3 clusters Score -2419521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2419521.500000 Penalty: 4884.647949
	Iteration 51Q: 3 clusters Score -2419522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2419523.000000 Penalty: 4884.647949
	Iteration 52Q: 3 clusters Score -2419523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2419523.000000 Penalty: 4884.647949
	Iteration 53F: 3 clusters Score -2419523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Entering Unmasked Estep 
Score: -269168.343750 Penalty: 1893.914551
	Iteration 0F: 2 clusters Score -269168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -266498.312500 Penalty: 3787.829102
	Iteration 0F: 3 clusters Score -266498.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -266999.437500 Penalty: 3787.829102
	Iteration 1F: 3 clusters Score -266999.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -267138.593750 Penalty: 3787.829102
	Iteration 2F: 3 clusters Score -267138.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -267202.937500 Penalty: 3787.829102
	Iteration 3Q: 3 clusters Score -267202.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267242.093750 Penalty: 3787.829102
	Iteration 4Q: 3 clusters Score -267242.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267266.593750 Penalty: 3787.829102
	Iteration 5Q: 3 clusters Score -267266.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -267290.625000 Penalty: 3787.829102
	Iteration 6Q: 3 clusters Score -267290.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -267305.062500 Penalty: 3787.829102
	Iteration 7Q: 3 clusters Score -267305.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -267314.406250 Penalty: 3787.829102
	Iteration 8Q: 3 clusters Score -267314.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -267325.781250 Penalty: 3787.829102
	Iteration 9Q: 3 clusters Score -267325.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -267335.906250 Penalty: 3787.829102
	Iteration 10Q: 3 clusters Score -267335.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -267343.843750 Penalty: 3787.829102
	Iteration 11Q: 3 clusters Score -267343.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -267347.281250 Penalty: 3787.829102
	Iteration 12Q: 3 clusters Score -267347.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -267352.500000 Penalty: 3787.829102
	Iteration 13Q: 3 clusters Score -267352.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -267357.718750 Penalty: 3787.829102
	Iteration 14Q: 3 clusters Score -267357.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -267361.687500 Penalty: 3787.829102
	Iteration 15Q: 3 clusters Score -267361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -267364.906250 Penalty: 3787.829102
	Iteration 16Q: 3 clusters Score -267364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -267366.562500 Penalty: 3787.829102
	Iteration 17Q: 3 clusters Score -267366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -267367.343750 Penalty: 3787.829102
	Iteration 18Q: 3 clusters Score -267367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -267367.343750 Penalty: 3787.829102
	Iteration 19F: 3 clusters Score -267367.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25638.283203 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -25638.28 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 115 members 
Entering Unmasked Estep 
Score: -24474.363281 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -24474.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24557.560547 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -24557.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24579.851562 Penalty: 2718.396973
	Iteration 2Q: 3 clusters Score -24579.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24585.607422 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -24585.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24585.607422 Penalty: 2718.396973
	Iteration 4F: 3 clusters Score -24585.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -609803.187500 Penalty: 2097.235107
	Iteration 0F: 2 clusters Score -609803.2 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 2284 members 
Entering Unmasked Estep 
Score: -605457.812500 Penalty: 4194.470215
	Iteration 0F: 3 clusters Score -605457.8 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -606547.312500 Penalty: 4194.470215
	Iteration 1F: 3 clusters Score -606547.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -606895.187500 Penalty: 4194.470215
	Iteration 2F: 3 clusters Score -606895.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -607157.625000 Penalty: 4194.470215
	Iteration 3F: 3 clusters Score -607157.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -607362.375000 Penalty: 4194.470215
	Iteration 4F: 3 clusters Score -607362.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -607594.687500 Penalty: 4194.470215
	Iteration 5F: 3 clusters Score -607594.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -607849.000000 Penalty: 4194.470215
	Iteration 6Q: 3 clusters Score -607849 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -608118.312500 Penalty: 4194.470215
	Iteration 7Q: 3 clusters Score -608118.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -608335.812500 Penalty: 4194.470215
	Iteration 8Q: 3 clusters Score -608335.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -608489.875000 Penalty: 4194.470215
	Iteration 9Q: 3 clusters Score -608489.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -608615.937500 Penalty: 4194.470215
	Iteration 10Q: 3 clusters Score -608615.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -608686.562500 Penalty: 4194.470215
	Iteration 11Q: 3 clusters Score -608686.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -608730.000000 Penalty: 4194.470215
	Iteration 12Q: 3 clusters Score -608730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -608752.875000 Penalty: 4194.470215
	Iteration 13Q: 3 clusters Score -608752.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -608771.937500 Penalty: 4194.470215
	Iteration 14Q: 3 clusters Score -608771.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -608789.250000 Penalty: 4194.470215
	Iteration 15Q: 3 clusters Score -608789.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -608808.437500 Penalty: 4194.470215
	Iteration 16Q: 3 clusters Score -608808.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -608820.937500 Penalty: 4194.470215
	Iteration 17Q: 3 clusters Score -608820.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -608830.000000 Penalty: 4194.470215
	Iteration 18Q: 3 clusters Score -608830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -608837.062500 Penalty: 4194.470215
	Iteration 19Q: 3 clusters Score -608837.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -608846.562500 Penalty: 4194.470215
	Iteration 20F: 3 clusters Score -608846.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -608851.250000 Penalty: 4194.470215
	Iteration 21Q: 3 clusters Score -608851.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -608857.437500 Penalty: 4194.470215
	Iteration 22Q: 3 clusters Score -608857.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -608859.875000 Penalty: 4194.470215
	Iteration 23Q: 3 clusters Score -608859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -608859.375000 Penalty: 4194.470215
	Iteration 24Q: 3 clusters Score -608859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -608859.375000 Penalty: 4194.470215
	Iteration 25F: 3 clusters Score -608859.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -514908.593750 Penalty: 2082.302246
	Iteration 0F: 2 clusters Score -514908.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -510734.843750 Penalty: 4164.604492
	Iteration 0F: 3 clusters Score -510734.8 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -511784.125000 Penalty: 4164.604492
	Iteration 1F: 3 clusters Score -511784.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -512028.093750 Penalty: 4164.604492
	Iteration 2F: 3 clusters Score -512028.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -512214.937500 Penalty: 4164.604492
	Iteration 3F: 3 clusters Score -512214.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -512329.187500 Penalty: 4164.604492
	Iteration 4Q: 3 clusters Score -512329.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -512412.562500 Penalty: 4164.604492
	Iteration 5Q: 3 clusters Score -512412.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -512486.156250 Penalty: 4164.604492
	Iteration 6Q: 3 clusters Score -512486.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -512549.062500 Penalty: 4164.604492
	Iteration 7Q: 3 clusters Score -512549.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -512605.250000 Penalty: 4164.604492
	Iteration 8Q: 3 clusters Score -512605.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -512665.343750 Penalty: 4164.604492
	Iteration 9Q: 3 clusters Score -512665.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -512724.093750 Penalty: 4164.604492
	Iteration 10Q: 3 clusters Score -512724.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -512781.000000 Penalty: 4164.604492
	Iteration 11Q: 3 clusters Score -512781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -512844.156250 Penalty: 4164.604492
	Iteration 12Q: 3 clusters Score -512844.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -512903.500000 Penalty: 4164.604492
	Iteration 13Q: 3 clusters Score -512903.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -512962.093750 Penalty: 4164.604492
	Iteration 14Q: 3 clusters Score -512962.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -513039.250000 Penalty: 4164.604492
	Iteration 15Q: 3 clusters Score -513039.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -513111.468750 Penalty: 4164.604492
	Iteration 16Q: 3 clusters Score -513111.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -513204.375000 Penalty: 4164.604492
	Iteration 17Q: 3 clusters Score -513204.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -513287.906250 Penalty: 4164.604492
	Iteration 18Q: 3 clusters Score -513287.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -513335.750000 Penalty: 4164.604492
	Iteration 19Q: 3 clusters Score -513335.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -513381.312500 Penalty: 4164.604492
	Iteration 20F: 3 clusters Score -513381.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -513425.218750 Penalty: 4164.604492
	Iteration 21Q: 3 clusters Score -513425.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -513470.531250 Penalty: 4164.604492
	Iteration 22Q: 3 clusters Score -513470.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -513505.656250 Penalty: 4164.604492
	Iteration 23Q: 3 clusters Score -513505.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -513538.437500 Penalty: 4164.604492
	Iteration 24Q: 3 clusters Score -513538.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -513560.125000 Penalty: 4164.604492
	Iteration 25Q: 3 clusters Score -513560.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -513580.687500 Penalty: 4164.604492
	Iteration 26Q: 3 clusters Score -513580.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -513603.281250 Penalty: 4164.604492
	Iteration 27Q: 3 clusters Score -513603.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -513618.031250 Penalty: 4164.604492
	Iteration 28Q: 3 clusters Score -513618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -513629.000000 Penalty: 4164.604492
	Iteration 29Q: 3 clusters Score -513629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -513634.937500 Penalty: 4164.604492
	Iteration 30Q: 3 clusters Score -513634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -513636.843750 Penalty: 4164.604492
	Iteration 31Q: 3 clusters Score -513636.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -513640.125000 Penalty: 4164.604492
	Iteration 32Q: 3 clusters Score -513640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -513641.000000 Penalty: 4164.604492
	Iteration 33Q: 3 clusters Score -513641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -513641.000000 Penalty: 4164.604492
	Iteration 34F: 3 clusters Score -513641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Entering Unmasked Estep 
Score: -404184.937500 Penalty: 2000.263672
	Iteration 0F: 2 clusters Score -404184.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -400762.718750 Penalty: 4000.527344
	Iteration 0F: 3 clusters Score -400762.7 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -401557.687500 Penalty: 4000.527344
	Iteration 1F: 3 clusters Score -401557.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -401899.937500 Penalty: 4000.527344
	Iteration 2F: 3 clusters Score -401899.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -402294.312500 Penalty: 4000.527344
	Iteration 3F: 3 clusters Score -402294.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -402856.218750 Penalty: 4000.527344
	Iteration 4F: 3 clusters Score -402856.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -403676.562500 Penalty: 4000.527344
	Iteration 5F: 3 clusters Score -403676.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -404506.968750 Penalty: 4000.527344
	Iteration 6F: 3 clusters Score -404507 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -405171.718750 Penalty: 4000.527344
	Iteration 7F: 3 clusters Score -405171.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -405412.937500 Penalty: 4000.527344
	Iteration 8Q: 3 clusters Score -405412.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -405450.437500 Penalty: 4000.527344
	Iteration 9Q: 3 clusters Score -405450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -405453.687500 Penalty: 4000.527344
	Iteration 10Q: 3 clusters Score -405453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -405453.687500 Penalty: 4000.527344
	Iteration 11F: 3 clusters Score -405453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8789 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53030 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40706 members 
Mstep: Class 9 contains 156152 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8037 members 
Mstep: Class 12 contains 31216 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 105673 members 
Mstep: Class 19 contains 24497 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71043 members 
Mstep: Class 23 contains 18922 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 2035 members 
Mstep: Class 29 contains 17528 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 1148 members 
Entering Unmasked Estep 
Score: -77990824.000000 Penalty: 109260.546875
Splitting cluster 28 changes total score from -77991376.000000 to -77990824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (17528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Entering Unmasked Estep 
Score: -2234386.750000 Penalty: 2423.345703
	Iteration 0F: 2 clusters Score -2234387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2221810.250000 Penalty: 4846.691406
	Iteration 0F: 3 clusters Score -2221810 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2225898.750000 Penalty: 4846.691406
	Iteration 1F: 3 clusters Score -2225899 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2226215.250000 Penalty: 4846.691406
	Iteration 2F: 3 clusters Score -2226215 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2226471.250000 Penalty: 4846.691406
	Iteration 3Q: 3 clusters Score -2226471 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2226706.250000 Penalty: 4846.691406
	Iteration 4Q: 3 clusters Score -2226706 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2226915.250000 Penalty: 4846.691406
	Iteration 5Q: 3 clusters Score -2226915 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2227112.750000 Penalty: 4846.691406
	Iteration 6Q: 3 clusters Score -2227113 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2227337.250000 Penalty: 4846.691406
	Iteration 7Q: 3 clusters Score -2227337 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2227620.250000 Penalty: 4846.691406
	Iteration 8Q: 3 clusters Score -2227620 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2228007.500000 Penalty: 4846.691406
	Iteration 9Q: 3 clusters Score -2228008 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2228478.000000 Penalty: 4846.691406
	Iteration 10Q: 3 clusters Score -2228478 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2229052.250000 Penalty: 4846.691406
	Iteration 11F: 3 clusters Score -2229052 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2229719.250000 Penalty: 4846.691406
	Iteration 12F: 3 clusters Score -2229719 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2230434.750000 Penalty: 4846.691406
	Iteration 13F: 3 clusters Score -2230435 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2231117.750000 Penalty: 4846.691406
	Iteration 14Q: 3 clusters Score -2231118 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2231541.000000 Penalty: 4846.691406
	Iteration 15Q: 3 clusters Score -2231541 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2231844.750000 Penalty: 4846.691406
	Iteration 16Q: 3 clusters Score -2231845 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2232009.000000 Penalty: 4846.691406
	Iteration 17Q: 3 clusters Score -2232009 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2232099.000000 Penalty: 4846.691406
	Iteration 18Q: 3 clusters Score -2232099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2232160.250000 Penalty: 4846.691406
	Iteration 19Q: 3 clusters Score -2232160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2232190.000000 Penalty: 4846.691406
	Iteration 20F: 3 clusters Score -2232190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2232199.500000 Penalty: 4846.691406
	Iteration 21Q: 3 clusters Score -2232200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2232207.000000 Penalty: 4846.691406
	Iteration 22Q: 3 clusters Score -2232207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2232215.500000 Penalty: 4846.691406
	Iteration 23Q: 3 clusters Score -2232216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2232219.500000 Penalty: 4846.691406
	Iteration 24Q: 3 clusters Score -2232220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2232229.000000 Penalty: 4846.691406
	Iteration 25Q: 3 clusters Score -2232229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2232232.250000 Penalty: 4846.691406
	Iteration 26Q: 3 clusters Score -2232232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2232235.000000 Penalty: 4846.691406
	Iteration 27Q: 3 clusters Score -2232235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2232236.500000 Penalty: 4846.691406
	Iteration 28Q: 3 clusters Score -2232236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2232236.500000 Penalty: 4846.691406
	Iteration 29F: 3 clusters Score -2232236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -521121.000000 Penalty: 2073.413818
	Iteration 0F: 2 clusters Score -521121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -517052.968750 Penalty: 4146.827637
	Iteration 0F: 3 clusters Score -517053 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -517939.406250 Penalty: 4146.827637
	Iteration 1F: 3 clusters Score -517939.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -518116.968750 Penalty: 4146.827637
	Iteration 2F: 3 clusters Score -518117 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -518208.062500 Penalty: 4146.827637
	Iteration 3Q: 3 clusters Score -518208.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -518279.093750 Penalty: 4146.827637
	Iteration 4Q: 3 clusters Score -518279.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -518358.000000 Penalty: 4146.827637
	Iteration 5Q: 3 clusters Score -518358 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -518447.593750 Penalty: 4146.827637
	Iteration 6Q: 3 clusters Score -518447.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -518552.312500 Penalty: 4146.827637
	Iteration 7Q: 3 clusters Score -518552.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -518689.406250 Penalty: 4146.827637
	Iteration 8Q: 3 clusters Score -518689.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -518833.125000 Penalty: 4146.827637
	Iteration 9Q: 3 clusters Score -518833.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -518985.000000 Penalty: 4146.827637
	Iteration 10Q: 3 clusters Score -518985 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -519129.593750 Penalty: 4146.827637
	Iteration 11Q: 3 clusters Score -519129.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -519249.625000 Penalty: 4146.827637
	Iteration 12Q: 3 clusters Score -519249.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -519342.875000 Penalty: 4146.827637
	Iteration 13Q: 3 clusters Score -519342.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -519409.593750 Penalty: 4146.827637
	Iteration 14Q: 3 clusters Score -519409.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -519461.500000 Penalty: 4146.827637
	Iteration 15Q: 3 clusters Score -519461.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -519511.125000 Penalty: 4146.827637
	Iteration 16Q: 3 clusters Score -519511.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -519538.687500 Penalty: 4146.827637
	Iteration 17Q: 3 clusters Score -519538.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -519558.781250 Penalty: 4146.827637
	Iteration 18Q: 3 clusters Score -519558.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -519575.625000 Penalty: 4146.827637
	Iteration 19Q: 3 clusters Score -519575.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -519586.687500 Penalty: 4146.827637
	Iteration 20F: 3 clusters Score -519586.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -519592.218750 Penalty: 4146.827637
	Iteration 21Q: 3 clusters Score -519592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -519601.656250 Penalty: 4146.827637
	Iteration 22Q: 3 clusters Score -519601.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -519605.093750 Penalty: 4146.827637
	Iteration 23Q: 3 clusters Score -519605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -519607.593750 Penalty: 4146.827637
	Iteration 24Q: 3 clusters Score -519607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -519610.000000 Penalty: 4146.827637
	Iteration 25Q: 3 clusters Score -519610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -519614.750000 Penalty: 4146.827637
	Iteration 26Q: 3 clusters Score -519614.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -519620.312500 Penalty: 4146.827637
	Iteration 27Q: 3 clusters Score -519620.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -519623.625000 Penalty: 4146.827637
	Iteration 28Q: 3 clusters Score -519623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -519625.812500 Penalty: 4146.827637
	Iteration 29Q: 3 clusters Score -519625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -519627.593750 Penalty: 4146.827637
	Iteration 30Q: 3 clusters Score -519627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -519628.406250 Penalty: 4146.827637
	Iteration 31Q: 3 clusters Score -519628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -519629.250000 Penalty: 4146.827637
	Iteration 32Q: 3 clusters Score -519629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -519629.718750 Penalty: 4146.827637
	Iteration 33Q: 3 clusters Score -519629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -519629.281250 Penalty: 4146.827637
	Iteration 34Q: 3 clusters Score -519629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -519630.187500 Penalty: 4146.827637
	Iteration 35Q: 3 clusters Score -519630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -519631.656250 Penalty: 4146.827637
	Iteration 36Q: 3 clusters Score -519631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -519632.093750 Penalty: 4146.827637
	Iteration 37Q: 3 clusters Score -519632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -519634.906250 Penalty: 4146.827637
	Iteration 38Q: 3 clusters Score -519634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -519638.406250 Penalty: 4146.827637
	Iteration 39Q: 3 clusters Score -519638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -519639.281250 Penalty: 4146.827637
	Iteration 40F: 3 clusters Score -519639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -519642.968750 Penalty: 4146.827637
	Iteration 41Q: 3 clusters Score -519643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -519644.093750 Penalty: 4146.827637
	Iteration 42Q: 3 clusters Score -519644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -519646.531250 Penalty: 4146.827637
	Iteration 43Q: 3 clusters Score -519646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -519647.000000 Penalty: 4146.827637
	Iteration 44Q: 3 clusters Score -519647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -519647.156250 Penalty: 4146.827637
	Iteration 45Q: 3 clusters Score -519647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -519649.187500 Penalty: 4146.827637
	Iteration 46Q: 3 clusters Score -519649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -519649.000000 Penalty: 4146.827637
	Iteration 47Q: 3 clusters Score -519649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -519650.218750 Penalty: 4146.827637
	Iteration 48Q: 3 clusters Score -519650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -519650.843750 Penalty: 4146.827637
	Iteration 49Q: 3 clusters Score -519650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -519651.093750 Penalty: 4146.827637
	Iteration 50Q: 3 clusters Score -519651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -519652.187500 Penalty: 4146.827637
	Iteration 51Q: 3 clusters Score -519652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -519653.875000 Penalty: 4146.827637
	Iteration 52Q: 3 clusters Score -519653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -519654.250000 Penalty: 4146.827637
	Iteration 53Q: 3 clusters Score -519654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -519654.968750 Penalty: 4146.827637
	Iteration 54Q: 3 clusters Score -519655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -519655.437500 Penalty: 4146.827637
	Iteration 55Q: 3 clusters Score -519655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -519656.031250 Penalty: 4146.827637
	Iteration 56Q: 3 clusters Score -519656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -519656.031250 Penalty: 4146.827637
	Iteration 57F: 3 clusters Score -519656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -38072.011719 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -38072.01 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 171 members 
Entering Unmasked Estep 
Score: -36852.265625 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -36852.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36971.917969 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -36971.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37009.828125 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -37009.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37025.945312 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -37025.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37036.292969 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -37036.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37044.527344 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -37044.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37044.996094 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -37045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37044.996094 Penalty: 2882.325928
	Iteration 7F: 3 clusters Score -37045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -104725.539062 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -104725.5 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 406 members 
Entering Unmasked Estep 
Score: -102929.921875 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -102929.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103243.406250 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -103243.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103433.085938 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -103433.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103663.851562 Penalty: 3354.886963
	Iteration 3F: 3 clusters Score -103663.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103976.898438 Penalty: 3354.886963
	Iteration 4F: 3 clusters Score -103976.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104185.734375 Penalty: 3354.886963
	Iteration 5F: 3 clusters Score -104185.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -104282.281250 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -104282.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -104371.828125 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -104371.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -104408.148438 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -104408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104419.046875 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -104419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -104432.132812 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -104432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -104450.656250 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -104450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -104453.843750 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -104453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -104461.531250 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -104461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -104478.398438 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -104478.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -104491.593750 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -104491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -104495.726562 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -104495.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -104501.757812 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -104501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -104501.757812 Penalty: 3354.886963
	Iteration 18F: 3 clusters Score -104501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8789 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53030 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40706 members 
Mstep: Class 9 contains 156152 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8037 members 
Mstep: Class 12 contains 31216 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 105673 members 
Mstep: Class 19 contains 24497 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71043 members 
Mstep: Class 23 contains 18922 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 17528 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991400.000000 Penalty: 105949.625000
Iteration 159Q: 33 clusters Score -7.79914e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9394 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8796 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53029 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40703 members 
Mstep: Class 9 contains 156157 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8022 members 
Mstep: Class 12 contains 31221 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 3039 members 
Mstep: Class 18 contains 105676 members 
Mstep: Class 19 contains 24497 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71038 members 
Mstep: Class 23 contains 18926 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 4435 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 17528 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991408.000000 Penalty: 105949.625000
Iteration 160F: 33 clusters Score -7.799141e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8801 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53027 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40702 members 
Mstep: Class 9 contains 156157 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 8004 members 
Mstep: Class 12 contains 31224 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 105687 members 
Mstep: Class 19 contains 24497 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 18934 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 4445 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 17529 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991480.000000 Penalty: 105949.625000
Iteration 161Q: 33 clusters Score -7.799148e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8809 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53032 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40699 members 
Mstep: Class 9 contains 156163 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 7987 members 
Mstep: Class 12 contains 31223 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 3030 members 
Mstep: Class 18 contains 105692 members 
Mstep: Class 19 contains 24496 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 71009 members 
Mstep: Class 23 contains 18940 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 4455 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 17530 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991496.000000 Penalty: 105949.625000
Iteration 162Q: 33 clusters Score -7.79915e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9396 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8815 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53031 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40700 members 
Mstep: Class 9 contains 156166 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 31216 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 105691 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70998 members 
Mstep: Class 23 contains 18951 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 4467 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 17531 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991496.000000 Penalty: 105949.625000
Iteration 163Q: 33 clusters Score -7.79915e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8829 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53030 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40690 members 
Mstep: Class 9 contains 156175 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 31203 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 2154 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 105687 members 
Mstep: Class 19 contains 24494 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70987 members 
Mstep: Class 23 contains 18968 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 4479 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 17533 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991568.000000 Penalty: 105949.625000
Iteration 164Q: 33 clusters Score -7.799157e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 8842 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53029 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40681 members 
Mstep: Class 9 contains 156176 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 7951 members 
Mstep: Class 12 contains 31197 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1894 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 105689 members 
Mstep: Class 19 contains 24494 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70984 members 
Mstep: Class 23 contains 18982 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 4486 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 17534 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991632.000000 Penalty: 105949.625000
Iteration 165Q: 33 clusters Score -7.799163e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53022 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40674 members 
Mstep: Class 9 contains 156187 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 31196 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1895 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 105700 members 
Mstep: Class 19 contains 24495 members 
Mstep: Class 20 contains 8790 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70976 members 
Mstep: Class 23 contains 18992 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 4495 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 17533 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991544.000000 Penalty: 105949.625000
Iteration 166Q: 33 clusters Score -7.799154e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8863 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53019 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 156194 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 7921 members 
Mstep: Class 12 contains 31194 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1896 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 105702 members 
Mstep: Class 19 contains 24497 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70970 members 
Mstep: Class 23 contains 19000 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 4498 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 17534 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991568.000000 Penalty: 105949.625000
Iteration 167Q: 33 clusters Score -7.799157e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8880 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53022 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40661 members 
Mstep: Class 9 contains 156198 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7908 members 
Mstep: Class 12 contains 31178 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 105704 members 
Mstep: Class 19 contains 24496 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70965 members 
Mstep: Class 23 contains 19013 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 4506 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 17535 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991488.000000 Penalty: 105949.625000
Iteration 168Q: 33 clusters Score -7.799149e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8892 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53022 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40651 members 
Mstep: Class 9 contains 156202 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 31169 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 2836 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 105706 members 
Mstep: Class 19 contains 24497 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70958 members 
Mstep: Class 23 contains 19025 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4705 members 
Mstep: Class 27 contains 4511 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 17537 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991448.000000 Penalty: 105949.625000
Iteration 169Q: 33 clusters Score -7.799145e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53018 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40650 members 
Mstep: Class 9 contains 156202 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7884 members 
Mstep: Class 12 contains 31156 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 105712 members 
Mstep: Class 19 contains 24500 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70947 members 
Mstep: Class 23 contains 19032 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 4520 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 17542 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991392.000000 Penalty: 105949.625000
Iteration 170Q: 33 clusters Score -7.799139e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31947 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53015 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40645 members 
Mstep: Class 9 contains 156211 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7873 members 
Mstep: Class 12 contains 31145 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 105714 members 
Mstep: Class 19 contains 24502 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70933 members 
Mstep: Class 23 contains 19040 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4708 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 17546 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991424.000000 Penalty: 105949.625000
Iteration 171Q: 33 clusters Score -7.799142e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31947 members 
Mstep: Class 4 contains 8936 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53016 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40636 members 
Mstep: Class 9 contains 156217 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7866 members 
Mstep: Class 12 contains 31133 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1901 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 2836 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 105716 members 
Mstep: Class 19 contains 24503 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70921 members 
Mstep: Class 23 contains 19043 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4710 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 3193 members 
Mstep: Class 29 contains 17549 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991496.000000 Penalty: 105949.625000
Iteration 172Q: 33 clusters Score -7.79915e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53016 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40635 members 
Mstep: Class 9 contains 156216 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7859 members 
Mstep: Class 12 contains 31123 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1901 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 2836 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 105715 members 
Mstep: Class 19 contains 24507 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70918 members 
Mstep: Class 23 contains 19047 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4713 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17550 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991464.000000 Penalty: 105949.625000
Iteration 173Q: 33 clusters Score -7.799146e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 8957 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53010 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40629 members 
Mstep: Class 9 contains 156220 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7856 members 
Mstep: Class 12 contains 31112 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 105714 members 
Mstep: Class 19 contains 24507 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70912 members 
Mstep: Class 23 contains 19057 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 4545 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17551 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991464.000000 Penalty: 105949.625000
Iteration 174Q: 33 clusters Score -7.799146e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31949 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53009 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40625 members 
Mstep: Class 9 contains 156224 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7850 members 
Mstep: Class 12 contains 31105 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 2984 members 
Mstep: Class 18 contains 105716 members 
Mstep: Class 19 contains 24507 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70905 members 
Mstep: Class 23 contains 19064 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 4552 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17553 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991456.000000 Penalty: 105949.625000
Iteration 175Q: 33 clusters Score -7.799146e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31949 members 
Mstep: Class 4 contains 8975 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53007 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40622 members 
Mstep: Class 9 contains 156233 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7842 members 
Mstep: Class 12 contains 31102 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1901 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 18 contains 105721 members 
Mstep: Class 19 contains 24507 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70899 members 
Mstep: Class 23 contains 19063 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 4555 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17554 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991448.000000 Penalty: 105949.625000
Iteration 176Q: 33 clusters Score -7.799145e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31949 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53007 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40620 members 
Mstep: Class 9 contains 156238 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7838 members 
Mstep: Class 12 contains 31091 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1902 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 105721 members 
Mstep: Class 19 contains 24507 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70891 members 
Mstep: Class 23 contains 19069 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 4556 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17558 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991440.000000 Penalty: 105949.625000
Iteration 177Q: 33 clusters Score -7.799144e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31949 members 
Mstep: Class 4 contains 8993 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53008 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40618 members 
Mstep: Class 9 contains 156241 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7833 members 
Mstep: Class 12 contains 31077 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2836 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 105726 members 
Mstep: Class 19 contains 24507 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70882 members 
Mstep: Class 23 contains 19072 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 4563 members 
Mstep: Class 28 contains 3194 members 
Mstep: Class 29 contains 17559 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991384.000000 Penalty: 105949.625000
Iteration 178Q: 33 clusters Score -7.799138e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31949 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53009 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40615 members 
Mstep: Class 9 contains 156243 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 31074 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1905 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 105726 members 
Mstep: Class 19 contains 24506 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70873 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4571 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 17558 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991384.000000 Penalty: 105949.625000
Iteration 179Q: 33 clusters Score -7.799138e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31949 members 
Mstep: Class 4 contains 9006 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53008 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40611 members 
Mstep: Class 9 contains 156250 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7821 members 
Mstep: Class 12 contains 31066 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 105725 members 
Mstep: Class 19 contains 24508 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70866 members 
Mstep: Class 23 contains 19084 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4576 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 17559 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991448.000000 Penalty: 105949.625000
Iteration 180F: 33 clusters Score -7.799145e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9012 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53006 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40608 members 
Mstep: Class 9 contains 156259 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7814 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 105722 members 
Mstep: Class 19 contains 24509 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70858 members 
Mstep: Class 23 contains 19092 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4582 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 17562 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991520.000000 Penalty: 105949.625000
Iteration 181Q: 33 clusters Score -7.799152e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53003 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40605 members 
Mstep: Class 9 contains 156260 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7808 members 
Mstep: Class 12 contains 31055 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 105725 members 
Mstep: Class 19 contains 24509 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70852 members 
Mstep: Class 23 contains 19102 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17561 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991480.000000 Penalty: 105949.625000
Iteration 182Q: 33 clusters Score -7.799148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9022 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53007 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 156262 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 31054 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 105729 members 
Mstep: Class 19 contains 24508 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70845 members 
Mstep: Class 23 contains 19108 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17562 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991432.000000 Penalty: 105949.625000
Iteration 183Q: 33 clusters Score -7.799143e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53003 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40599 members 
Mstep: Class 9 contains 156262 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 31048 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 105736 members 
Mstep: Class 19 contains 24511 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70845 members 
Mstep: Class 23 contains 19114 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991368.000000 Penalty: 105949.625000
Iteration 184Q: 33 clusters Score -7.799137e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9025 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53002 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40597 members 
Mstep: Class 9 contains 156270 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 7786 members 
Mstep: Class 12 contains 31048 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 105736 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70843 members 
Mstep: Class 23 contains 19122 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991416.000000 Penalty: 105949.625000
Iteration 185Q: 33 clusters Score -7.799142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53002 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40595 members 
Mstep: Class 9 contains 156278 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7781 members 
Mstep: Class 12 contains 31043 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 105736 members 
Mstep: Class 19 contains 24517 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70840 members 
Mstep: Class 23 contains 19129 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991464.000000 Penalty: 105949.625000
Iteration 186Q: 33 clusters Score -7.799146e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53002 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40593 members 
Mstep: Class 9 contains 156284 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7776 members 
Mstep: Class 12 contains 31040 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 105733 members 
Mstep: Class 19 contains 24517 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70837 members 
Mstep: Class 23 contains 19134 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4590 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991480.000000 Penalty: 105949.625000
Iteration 187Q: 33 clusters Score -7.799148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9039 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53000 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40591 members 
Mstep: Class 9 contains 156290 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7771 members 
Mstep: Class 12 contains 31040 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 105736 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70833 members 
Mstep: Class 23 contains 19138 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4591 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991472.000000 Penalty: 105949.625000
Iteration 188Q: 33 clusters Score -7.799147e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9044 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 53000 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40590 members 
Mstep: Class 9 contains 156295 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7769 members 
Mstep: Class 12 contains 31037 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 105739 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70828 members 
Mstep: Class 23 contains 19142 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4592 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991520.000000 Penalty: 105949.625000
Iteration 189Q: 33 clusters Score -7.799152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9046 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52998 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40588 members 
Mstep: Class 9 contains 156299 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7767 members 
Mstep: Class 12 contains 31038 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 105737 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70824 members 
Mstep: Class 23 contains 19146 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4592 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991488.000000 Penalty: 105949.625000
Iteration 190Q: 33 clusters Score -7.799149e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52995 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40582 members 
Mstep: Class 9 contains 156304 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7765 members 
Mstep: Class 12 contains 31039 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 105735 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70817 members 
Mstep: Class 23 contains 19153 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4593 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991512.000000 Penalty: 105949.625000
Iteration 191Q: 33 clusters Score -7.799151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52995 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40578 members 
Mstep: Class 9 contains 156304 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7761 members 
Mstep: Class 12 contains 31037 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 105740 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70815 members 
Mstep: Class 23 contains 19156 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4594 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991528.000000 Penalty: 105949.625000
Iteration 192Q: 33 clusters Score -7.799153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52994 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40578 members 
Mstep: Class 9 contains 156304 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 31038 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 105743 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70814 members 
Mstep: Class 23 contains 19158 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4594 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991544.000000 Penalty: 105949.625000
Iteration 193Q: 33 clusters Score -7.799154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52993 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40577 members 
Mstep: Class 9 contains 156303 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7756 members 
Mstep: Class 12 contains 31040 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 18 contains 105744 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70814 members 
Mstep: Class 23 contains 19160 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4595 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991576.000000 Penalty: 105949.625000
Iteration 194Q: 33 clusters Score -7.799158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52993 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40577 members 
Mstep: Class 9 contains 156303 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 31040 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 105745 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70814 members 
Mstep: Class 23 contains 19160 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4596 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991592.000000 Penalty: 105949.625000
Iteration 195Q: 33 clusters Score -7.799159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52993 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40577 members 
Mstep: Class 9 contains 156304 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7756 members 
Mstep: Class 12 contains 31043 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 105742 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70813 members 
Mstep: Class 23 contains 19160 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4597 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991568.000000 Penalty: 105949.625000
Iteration 196Q: 33 clusters Score -7.799157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52992 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40576 members 
Mstep: Class 9 contains 156304 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 31047 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 105742 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70811 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4599 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991528.000000 Penalty: 105949.625000
Iteration 197Q: 33 clusters Score -7.799153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52990 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40574 members 
Mstep: Class 9 contains 156304 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 31053 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105745 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70810 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4600 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991536.000000 Penalty: 105949.625000
Iteration 198Q: 33 clusters Score -7.799154e+07 nChanged 11
Entering ConstructFrom: 
Score: -77991536.000000 Penalty: 105949.625000
Entering ConstructFrom: 
Trying to split cluster 1 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -322123.750000 Penalty: 1966.869507
	Iteration 0F: 2 clusters Score -322123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -319168.343750 Penalty: 3933.739014
	Iteration 0F: 3 clusters Score -319168.3 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -320618.031250 Penalty: 3933.739014
	Iteration 1F: 3 clusters Score -320618 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -321451.937500 Penalty: 3933.739014
	Iteration 2F: 3 clusters Score -321451.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -321985.531250 Penalty: 3933.739014
	Iteration 3F: 3 clusters Score -321985.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -322323.406250 Penalty: 3933.739014
	Iteration 4F: 3 clusters Score -322323.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -322464.343750 Penalty: 3933.739014
	Iteration 5Q: 3 clusters Score -322464.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -322521.781250 Penalty: 3933.739014
	Iteration 6Q: 3 clusters Score -322521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -322546.937500 Penalty: 3933.739014
	Iteration 7Q: 3 clusters Score -322546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -322565.625000 Penalty: 3933.739014
	Iteration 8Q: 3 clusters Score -322565.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -322577.531250 Penalty: 3933.739014
	Iteration 9Q: 3 clusters Score -322577.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -322596.812500 Penalty: 3933.739014
	Iteration 10Q: 3 clusters Score -322596.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -322615.281250 Penalty: 3933.739014
	Iteration 11Q: 3 clusters Score -322615.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -322625.906250 Penalty: 3933.739014
	Iteration 12Q: 3 clusters Score -322625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -322627.156250 Penalty: 3933.739014
	Iteration 13Q: 3 clusters Score -322627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -322629.312500 Penalty: 3933.739014
	Iteration 14Q: 3 clusters Score -322629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -322630.156250 Penalty: 3933.739014
	Iteration 15Q: 3 clusters Score -322630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -322631.937500 Penalty: 3933.739014
	Iteration 16F: 3 clusters Score -322631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -322654.531250 Penalty: 3933.739014
	Iteration 17Q: 3 clusters Score -322654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -322662.281250 Penalty: 3933.739014
	Iteration 18Q: 3 clusters Score -322662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -322665.656250 Penalty: 3933.739014
	Iteration 19Q: 3 clusters Score -322665.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -322666.281250 Penalty: 3933.739014
	Iteration 20F: 3 clusters Score -322666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40571 members 
Mstep: Class 9 contains 156305 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 31058 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105746 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70808 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 2441 members 
Entering Unmasked Estep 
Score: -77990768.000000 Penalty: 109260.546875
Splitting cluster 1 changes total score from -77991536.000000 to -77990768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Entering Unmasked Estep 
Score: -1212129.625000 Penalty: 2268.819336
	Iteration 0F: 2 clusters Score -1212130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1204831.250000 Penalty: 4537.638672
	Iteration 0F: 3 clusters Score -1204831 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1206946.125000 Penalty: 4537.638672
	Iteration 1F: 3 clusters Score -1206946 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1207327.875000 Penalty: 4537.638672
	Iteration 2F: 3 clusters Score -1207328 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1207739.375000 Penalty: 4537.638672
	Iteration 3F: 3 clusters Score -1207739 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1208274.875000 Penalty: 4537.638672
	Iteration 4F: 3 clusters Score -1208275 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1208859.375000 Penalty: 4537.638672
	Iteration 5F: 3 clusters Score -1208859 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1209366.125000 Penalty: 4537.638672
	Iteration 6F: 3 clusters Score -1209366 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1209807.500000 Penalty: 4537.638672
	Iteration 7F: 3 clusters Score -1209808 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1210113.625000 Penalty: 4537.638672
	Iteration 8Q: 3 clusters Score -1210114 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1210291.750000 Penalty: 4537.638672
	Iteration 9Q: 3 clusters Score -1210292 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1210387.625000 Penalty: 4537.638672
	Iteration 10Q: 3 clusters Score -1210388 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1210465.000000 Penalty: 4537.638672
	Iteration 11Q: 3 clusters Score -1210465 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1210522.875000 Penalty: 4537.638672
	Iteration 12Q: 3 clusters Score -1210523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1210565.000000 Penalty: 4537.638672
	Iteration 13Q: 3 clusters Score -1210565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1210598.750000 Penalty: 4537.638672
	Iteration 14Q: 3 clusters Score -1210599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1210618.625000 Penalty: 4537.638672
	Iteration 15Q: 3 clusters Score -1210619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1210637.000000 Penalty: 4537.638672
	Iteration 16Q: 3 clusters Score -1210637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1210648.750000 Penalty: 4537.638672
	Iteration 17Q: 3 clusters Score -1210649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1210654.875000 Penalty: 4537.638672
	Iteration 18Q: 3 clusters Score -1210655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1210661.250000 Penalty: 4537.638672
	Iteration 19Q: 3 clusters Score -1210661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1210665.000000 Penalty: 4537.638672
	Iteration 20F: 3 clusters Score -1210665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1210670.500000 Penalty: 4537.638672
	Iteration 21Q: 3 clusters Score -1210670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1210676.500000 Penalty: 4537.638672
	Iteration 22Q: 3 clusters Score -1210676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1210679.625000 Penalty: 4537.638672
	Iteration 23Q: 3 clusters Score -1210680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1210679.750000 Penalty: 4537.638672
	Iteration 24Q: 3 clusters Score -1210680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1210679.375000 Penalty: 4537.638672
	Iteration 25Q: 3 clusters Score -1210679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1210683.875000 Penalty: 4537.638672
	Iteration 26Q: 3 clusters Score -1210684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1210683.750000 Penalty: 4537.638672
	Iteration 27Q: 3 clusters Score -1210684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1210683.750000 Penalty: 4537.638672
	Iteration 28F: 3 clusters Score -1210684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Entering Unmasked Estep 
Score: -4075110.250000 Penalty: 2572.222656
	Iteration 0F: 2 clusters Score -4075110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4053294.500000 Penalty: 5144.445312
	Iteration 0F: 3 clusters Score -4053294 nChanged 14476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4060975.000000 Penalty: 5144.445312
	Iteration 1F: 3 clusters Score -4060975 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -4061382.750000 Penalty: 5144.445312
	Iteration 2Q: 3 clusters Score -4061383 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -4061784.000000 Penalty: 5144.445312
	Iteration 3Q: 3 clusters Score -4061784 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4062164.500000 Penalty: 5144.445312
	Iteration 4Q: 3 clusters Score -4062164 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4062627.500000 Penalty: 5144.445312
	Iteration 5Q: 3 clusters Score -4062628 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4063209.750000 Penalty: 5144.445312
	Iteration 6Q: 3 clusters Score -4063210 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4063960.000000 Penalty: 5144.445312
	Iteration 7Q: 3 clusters Score -4063960 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -4065037.750000 Penalty: 5144.445312
	Iteration 8F: 3 clusters Score -4065038 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4066539.500000 Penalty: 5144.445312
	Iteration 9F: 3 clusters Score -4066540 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -4068262.250000 Penalty: 5144.445312
	Iteration 10F: 3 clusters Score -4068262 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4069924.500000 Penalty: 5144.445312
	Iteration 11F: 3 clusters Score -4069924 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4071177.750000 Penalty: 5144.445312
	Iteration 12Q: 3 clusters Score -4071178 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4071952.250000 Penalty: 5144.445312
	Iteration 13Q: 3 clusters Score -4071952 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4072371.750000 Penalty: 5144.445312
	Iteration 14Q: 3 clusters Score -4072372 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4072573.250000 Penalty: 5144.445312
	Iteration 15Q: 3 clusters Score -4072573 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4072680.500000 Penalty: 5144.445312
	Iteration 16Q: 3 clusters Score -4072680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4072724.750000 Penalty: 5144.445312
	Iteration 17Q: 3 clusters Score -4072725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4072763.000000 Penalty: 5144.445312
	Iteration 18Q: 3 clusters Score -4072763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4072791.250000 Penalty: 5144.445312
	Iteration 19Q: 3 clusters Score -4072791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4072797.000000 Penalty: 5144.445312
	Iteration 20F: 3 clusters Score -4072797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4072808.000000 Penalty: 5144.445312
	Iteration 21Q: 3 clusters Score -4072808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4072822.250000 Penalty: 5144.445312
	Iteration 22Q: 3 clusters Score -4072822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4072829.500000 Penalty: 5144.445312
	Iteration 23Q: 3 clusters Score -4072830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4072827.500000 Penalty: 5144.445312
	Iteration 24Q: 3 clusters Score -4072828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4072832.250000 Penalty: 5144.445312
	Iteration 25Q: 3 clusters Score -4072832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4072831.250000 Penalty: 5144.445312
	Iteration 26Q: 3 clusters Score -4072831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4072831.250000 Penalty: 5144.445312
	Iteration 27F: 3 clusters Score -4072831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Entering Unmasked Estep 
Score: -1067741.500000 Penalty: 2259.491211
	Iteration 0F: 2 clusters Score -1067742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1060745.125000 Penalty: 4518.982422
	Iteration 0F: 3 clusters Score -1060745 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1062692.875000 Penalty: 4518.982422
	Iteration 1F: 3 clusters Score -1062693 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1063007.875000 Penalty: 4518.982422
	Iteration 2F: 3 clusters Score -1063008 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1063298.500000 Penalty: 4518.982422
	Iteration 3F: 3 clusters Score -1063298 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1063595.125000 Penalty: 4518.982422
	Iteration 4F: 3 clusters Score -1063595 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1063940.500000 Penalty: 4518.982422
	Iteration 5F: 3 clusters Score -1063940 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1064384.500000 Penalty: 4518.982422
	Iteration 6F: 3 clusters Score -1064384 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1064798.500000 Penalty: 4518.982422
	Iteration 7F: 3 clusters Score -1064798 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1065130.125000 Penalty: 4518.982422
	Iteration 8F: 3 clusters Score -1065130 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1065326.375000 Penalty: 4518.982422
	Iteration 9Q: 3 clusters Score -1065326 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1065440.000000 Penalty: 4518.982422
	Iteration 10Q: 3 clusters Score -1065440 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1065527.125000 Penalty: 4518.982422
	Iteration 11Q: 3 clusters Score -1065527 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1065592.500000 Penalty: 4518.982422
	Iteration 12Q: 3 clusters Score -1065592 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1065642.250000 Penalty: 4518.982422
	Iteration 13Q: 3 clusters Score -1065642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1065678.875000 Penalty: 4518.982422
	Iteration 14Q: 3 clusters Score -1065679 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1065707.875000 Penalty: 4518.982422
	Iteration 15Q: 3 clusters Score -1065708 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1065743.375000 Penalty: 4518.982422
	Iteration 16Q: 3 clusters Score -1065743 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1065766.375000 Penalty: 4518.982422
	Iteration 17Q: 3 clusters Score -1065766 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1065784.375000 Penalty: 4518.982422
	Iteration 18Q: 3 clusters Score -1065784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1065798.375000 Penalty: 4518.982422
	Iteration 19Q: 3 clusters Score -1065798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1065812.000000 Penalty: 4518.982422
	Iteration 20F: 3 clusters Score -1065812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1065825.125000 Penalty: 4518.982422
	Iteration 21Q: 3 clusters Score -1065825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1065842.000000 Penalty: 4518.982422
	Iteration 22Q: 3 clusters Score -1065842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1065854.500000 Penalty: 4518.982422
	Iteration 23Q: 3 clusters Score -1065854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1065861.500000 Penalty: 4518.982422
	Iteration 24Q: 3 clusters Score -1065862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1065870.125000 Penalty: 4518.982422
	Iteration 25Q: 3 clusters Score -1065870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1065873.875000 Penalty: 4518.982422
	Iteration 26Q: 3 clusters Score -1065874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1065879.375000 Penalty: 4518.982422
	Iteration 27Q: 3 clusters Score -1065879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1065886.375000 Penalty: 4518.982422
	Iteration 28Q: 3 clusters Score -1065886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1065891.875000 Penalty: 4518.982422
	Iteration 29Q: 3 clusters Score -1065892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1065898.000000 Penalty: 4518.982422
	Iteration 30Q: 3 clusters Score -1065898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1065905.000000 Penalty: 4518.982422
	Iteration 31Q: 3 clusters Score -1065905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1065908.750000 Penalty: 4518.982422
	Iteration 32Q: 3 clusters Score -1065909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1065910.875000 Penalty: 4518.982422
	Iteration 33Q: 3 clusters Score -1065911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1065914.625000 Penalty: 4518.982422
	Iteration 34Q: 3 clusters Score -1065915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1065916.625000 Penalty: 4518.982422
	Iteration 35Q: 3 clusters Score -1065917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1065921.875000 Penalty: 4518.982422
	Iteration 36Q: 3 clusters Score -1065922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1065928.125000 Penalty: 4518.982422
	Iteration 37Q: 3 clusters Score -1065928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1065929.000000 Penalty: 4518.982422
	Iteration 38Q: 3 clusters Score -1065929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1065931.000000 Penalty: 4518.982422
	Iteration 39Q: 3 clusters Score -1065931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1065932.125000 Penalty: 4518.982422
	Iteration 40F: 3 clusters Score -1065932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1065933.750000 Penalty: 4518.982422
	Iteration 41Q: 3 clusters Score -1065934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1065937.625000 Penalty: 4518.982422
	Iteration 42Q: 3 clusters Score -1065938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1065938.250000 Penalty: 4518.982422
	Iteration 43Q: 3 clusters Score -1065938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1065940.250000 Penalty: 4518.982422
	Iteration 44Q: 3 clusters Score -1065940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1065941.750000 Penalty: 4518.982422
	Iteration 45Q: 3 clusters Score -1065942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1065941.875000 Penalty: 4518.982422
	Iteration 46Q: 3 clusters Score -1065942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1065940.000000 Penalty: 4518.982422
	Iteration 47Q: 3 clusters Score -1065940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1065940.750000 Penalty: 4518.982422
	Iteration 48Q: 3 clusters Score -1065941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1065940.750000 Penalty: 4518.982422
	Iteration 49Q: 3 clusters Score -1065941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1065941.000000 Penalty: 4518.982422
	Iteration 50Q: 3 clusters Score -1065941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1065942.125000 Penalty: 4518.982422
	Iteration 51Q: 3 clusters Score -1065942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1065942.500000 Penalty: 4518.982422
	Iteration 52Q: 3 clusters Score -1065942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1065943.375000 Penalty: 4518.982422
	Iteration 53Q: 3 clusters Score -1065943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1065942.625000 Penalty: 4518.982422
	Iteration 54Q: 3 clusters Score -1065943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1065942.625000 Penalty: 4518.982422
	Iteration 55F: 3 clusters Score -1065943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -152542.531250 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -152542.5 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 620 members 
Entering Unmasked Estep 
Score: -150419.781250 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -150419.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -150973.531250 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -150973.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -151258.312500 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -151258.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -151537.453125 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -151537.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -151888.203125 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -151888.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152069.890625 Penalty: 3552.164551
	Iteration 5F: 3 clusters Score -152069.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152156.687500 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -152156.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -152201.000000 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -152201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -152219.765625 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -152219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -152230.484375 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -152230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -152236.062500 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -152236.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -152240.078125 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -152240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -152243.531250 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -152243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -152244.640625 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -152244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152247.125000 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -152247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -152249.234375 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -152249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152252.531250 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -152252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -152254.015625 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -152254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -152254.015625 Penalty: 3552.164551
	Iteration 18F: 3 clusters Score -152254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Entering Unmasked Estep 
Score: -6800372.500000 Penalty: 2697.704346
	Iteration 0F: 2 clusters Score -6800372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -6764798.500000 Penalty: 5395.408691
	Iteration 0F: 3 clusters Score -6764798 nChanged 24522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -6778221.500000 Penalty: 5395.408691
	Iteration 1F: 3 clusters Score -6778222 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -6778694.500000 Penalty: 5395.408691
	Iteration 2Q: 3 clusters Score -6778694 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -6779263.500000 Penalty: 5395.408691
	Iteration 3Q: 3 clusters Score -6779264 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6779787.000000 Penalty: 5395.408691
	Iteration 4Q: 3 clusters Score -6779787 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -6780349.500000 Penalty: 5395.408691
	Iteration 5Q: 3 clusters Score -6780350 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -6780914.000000 Penalty: 5395.408691
	Iteration 6Q: 3 clusters Score -6780914 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -6781495.000000 Penalty: 5395.408691
	Iteration 7Q: 3 clusters Score -6781495 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -6782028.000000 Penalty: 5395.408691
	Iteration 8Q: 3 clusters Score -6782028 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -6782597.000000 Penalty: 5395.408691
	Iteration 9Q: 3 clusters Score -6782597 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -6783195.000000 Penalty: 5395.408691
	Iteration 10Q: 3 clusters Score -6783195 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -6783884.500000 Penalty: 5395.408691
	Iteration 11Q: 3 clusters Score -6783884 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -6784733.500000 Penalty: 5395.408691
	Iteration 12Q: 3 clusters Score -6784734 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -6785736.500000 Penalty: 5395.408691
	Iteration 13Q: 3 clusters Score -6785736 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -6787073.500000 Penalty: 5395.408691
	Iteration 14Q: 3 clusters Score -6787074 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -6788460.500000 Penalty: 5395.408691
	Iteration 15Q: 3 clusters Score -6788460 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -6789641.500000 Penalty: 5395.408691
	Iteration 16Q: 3 clusters Score -6789642 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -6790512.500000 Penalty: 5395.408691
	Iteration 17Q: 3 clusters Score -6790512 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -6791094.000000 Penalty: 5395.408691
	Iteration 18Q: 3 clusters Score -6791094 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -6791594.500000 Penalty: 5395.408691
	Iteration 19Q: 3 clusters Score -6791594 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -6792028.000000 Penalty: 5395.408691
	Iteration 20F: 3 clusters Score -6792028 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -6792454.500000 Penalty: 5395.408691
	Iteration 21Q: 3 clusters Score -6792454 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6792982.500000 Penalty: 5395.408691
	Iteration 22Q: 3 clusters Score -6792982 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -6793489.500000 Penalty: 5395.408691
	Iteration 23Q: 3 clusters Score -6793490 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -6793988.500000 Penalty: 5395.408691
	Iteration 24Q: 3 clusters Score -6793988 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -6794504.000000 Penalty: 5395.408691
	Iteration 25Q: 3 clusters Score -6794504 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -6795039.000000 Penalty: 5395.408691
	Iteration 26Q: 3 clusters Score -6795039 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -6795577.000000 Penalty: 5395.408691
	Iteration 27Q: 3 clusters Score -6795577 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -6796000.500000 Penalty: 5395.408691
	Iteration 28Q: 3 clusters Score -6796000 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -6796382.000000 Penalty: 5395.408691
	Iteration 29Q: 3 clusters Score -6796382 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -6796657.500000 Penalty: 5395.408691
	Iteration 30Q: 3 clusters Score -6796658 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -6796952.000000 Penalty: 5395.408691
	Iteration 31Q: 3 clusters Score -6796952 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -6797187.500000 Penalty: 5395.408691
	Iteration 32Q: 3 clusters Score -6797188 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -6797337.500000 Penalty: 5395.408691
	Iteration 33Q: 3 clusters Score -6797338 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -6797497.500000 Penalty: 5395.408691
	Iteration 34Q: 3 clusters Score -6797498 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -6797618.500000 Penalty: 5395.408691
	Iteration 35Q: 3 clusters Score -6797618 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -6797695.000000 Penalty: 5395.408691
	Iteration 36Q: 3 clusters Score -6797695 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -6797752.000000 Penalty: 5395.408691
	Iteration 37Q: 3 clusters Score -6797752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -6797799.500000 Penalty: 5395.408691
	Iteration 38Q: 3 clusters Score -6797800 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -6797828.000000 Penalty: 5395.408691
	Iteration 39Q: 3 clusters Score -6797828 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -6797867.000000 Penalty: 5395.408691
	Iteration 40F: 3 clusters Score -6797867 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -6797898.500000 Penalty: 5395.408691
	Iteration 41Q: 3 clusters Score -6797898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -6797919.000000 Penalty: 5395.408691
	Iteration 42Q: 3 clusters Score -6797919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -6797948.500000 Penalty: 5395.408691
	Iteration 43Q: 3 clusters Score -6797948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -6797963.000000 Penalty: 5395.408691
	Iteration 44Q: 3 clusters Score -6797963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -6797969.000000 Penalty: 5395.408691
	Iteration 45Q: 3 clusters Score -6797969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -6797981.000000 Penalty: 5395.408691
	Iteration 46Q: 3 clusters Score -6797981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -6797996.000000 Penalty: 5395.408691
	Iteration 47Q: 3 clusters Score -6797996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -6798006.500000 Penalty: 5395.408691
	Iteration 48Q: 3 clusters Score -6798006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -6798016.500000 Penalty: 5395.408691
	Iteration 49Q: 3 clusters Score -6798016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -6798019.500000 Penalty: 5395.408691
	Iteration 50Q: 3 clusters Score -6798020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -6798033.000000 Penalty: 5395.408691
	Iteration 51Q: 3 clusters Score -6798033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -6798027.500000 Penalty: 5395.408691
	Iteration 52Q: 3 clusters Score -6798028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -6798023.000000 Penalty: 5395.408691
	Iteration 53Q: 3 clusters Score -6798023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -6798024.500000 Penalty: 5395.408691
	Iteration 54Q: 3 clusters Score -6798024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -6798032.500000 Penalty: 5395.408691
	Iteration 55Q: 3 clusters Score -6798032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -6798039.000000 Penalty: 5395.408691
	Iteration 56Q: 3 clusters Score -6798039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -6798046.500000 Penalty: 5395.408691
	Iteration 57Q: 3 clusters Score -6798046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -6798046.500000 Penalty: 5395.408691
	Iteration 58Q: 3 clusters Score -6798046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -6798045.000000 Penalty: 5395.408691
	Iteration 59Q: 3 clusters Score -6798045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -6798049.500000 Penalty: 5395.408691
	Iteration 60F: 3 clusters Score -6798050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -6798045.000000 Penalty: 5395.408691
	Iteration 61Q: 3 clusters Score -6798045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -6798048.000000 Penalty: 5395.408691
	Iteration 62Q: 3 clusters Score -6798048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -6798056.500000 Penalty: 5395.408691
	Iteration 63Q: 3 clusters Score -6798056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -6798057.000000 Penalty: 5395.408691
	Iteration 64Q: 3 clusters Score -6798057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -6798064.000000 Penalty: 5395.408691
	Iteration 65Q: 3 clusters Score -6798064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -6798063.000000 Penalty: 5395.408691
	Iteration 66Q: 3 clusters Score -6798063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -6798072.500000 Penalty: 5395.408691
	Iteration 67Q: 3 clusters Score -6798072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -6798078.000000 Penalty: 5395.408691
	Iteration 68Q: 3 clusters Score -6798078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -6798081.000000 Penalty: 5395.408691
	Iteration 69Q: 3 clusters Score -6798081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -6798078.500000 Penalty: 5395.408691
	Iteration 70Q: 3 clusters Score -6798078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -6798080.500000 Penalty: 5395.408691
	Iteration 71Q: 3 clusters Score -6798080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -6798092.500000 Penalty: 5395.408691
	Iteration 72Q: 3 clusters Score -6798092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -6798085.500000 Penalty: 5395.408691
	Iteration 73Q: 3 clusters Score -6798086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -6798082.000000 Penalty: 5395.408691
	Iteration 74Q: 3 clusters Score -6798082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -6798088.500000 Penalty: 5395.408691
	Iteration 75Q: 3 clusters Score -6798088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -6798087.500000 Penalty: 5395.408691
	Iteration 76Q: 3 clusters Score -6798088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -6798088.000000 Penalty: 5395.408691
	Iteration 77Q: 3 clusters Score -6798088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -6798088.000000 Penalty: 5395.408691
	Iteration 78F: 3 clusters Score -6798088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -260384.781250 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -260384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -257639.203125 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -257639.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -258181.656250 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -258181.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -258365.265625 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -258365.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -258492.531250 Penalty: 3829.349121
	Iteration 3Q: 3 clusters Score -258492.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -258573.359375 Penalty: 3829.349121
	Iteration 4Q: 3 clusters Score -258573.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -258638.546875 Penalty: 3829.349121
	Iteration 5Q: 3 clusters Score -258638.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -258709.109375 Penalty: 3829.349121
	Iteration 6Q: 3 clusters Score -258709.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258813.921875 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -258813.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -258920.265625 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -258920.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -259036.484375 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -259036.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -259166.734375 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -259166.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -259271.187500 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -259271.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -259367.171875 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -259367.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -259441.734375 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -259441.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -259510.046875 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -259510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -259554.359375 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -259554.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -259573.015625 Penalty: 3829.349121
	Iteration 16Q: 3 clusters Score -259573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -259585.125000 Penalty: 3829.349121
	Iteration 17Q: 3 clusters Score -259585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -259588.468750 Penalty: 3829.349121
	Iteration 18Q: 3 clusters Score -259588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -259590.171875 Penalty: 3829.349121
	Iteration 19Q: 3 clusters Score -259590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -259598.093750 Penalty: 3829.349121
	Iteration 20F: 3 clusters Score -259598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -259611.562500 Penalty: 3829.349121
	Iteration 21Q: 3 clusters Score -259611.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -259622.859375 Penalty: 3829.349121
	Iteration 22Q: 3 clusters Score -259622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -259625.609375 Penalty: 3829.349121
	Iteration 23Q: 3 clusters Score -259625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -259627.718750 Penalty: 3829.349121
	Iteration 24Q: 3 clusters Score -259627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -259631.859375 Penalty: 3829.349121
	Iteration 25Q: 3 clusters Score -259631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -259634.140625 Penalty: 3829.349121
	Iteration 26Q: 3 clusters Score -259634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -259634.906250 Penalty: 3829.349121
	Iteration 27Q: 3 clusters Score -259634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -259634.906250 Penalty: 3829.349121
	Iteration 28F: 3 clusters Score -259634.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Entering Unmasked Estep 
Score: -5153601.000000 Penalty: 2631.480469
	Iteration 0F: 2 clusters Score -5153601 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 20432 members 
Entering Unmasked Estep 
Score: -5126006.000000 Penalty: 5262.960938
	Iteration 0F: 3 clusters Score -5126006 nChanged 18658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -5136418.000000 Penalty: 5262.960938
	Iteration 1F: 3 clusters Score -5136418 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -5137062.500000 Penalty: 5262.960938
	Iteration 2Q: 3 clusters Score -5137062 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5137853.500000 Penalty: 5262.960938
	Iteration 3Q: 3 clusters Score -5137854 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5138870.500000 Penalty: 5262.960938
	Iteration 4F: 3 clusters Score -5138870 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -5140282.500000 Penalty: 5262.960938
	Iteration 5F: 3 clusters Score -5140282 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5142008.000000 Penalty: 5262.960938
	Iteration 6F: 3 clusters Score -5142008 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -5143911.500000 Penalty: 5262.960938
	Iteration 7F: 3 clusters Score -5143912 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -5145839.000000 Penalty: 5262.960938
	Iteration 8F: 3 clusters Score -5145839 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -5147601.000000 Penalty: 5262.960938
	Iteration 9F: 3 clusters Score -5147601 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -5148979.500000 Penalty: 5262.960938
	Iteration 10Q: 3 clusters Score -5148980 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -5149957.000000 Penalty: 5262.960938
	Iteration 11Q: 3 clusters Score -5149957 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5150534.500000 Penalty: 5262.960938
	Iteration 12Q: 3 clusters Score -5150534 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -5150891.000000 Penalty: 5262.960938
	Iteration 13Q: 3 clusters Score -5150891 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -5151086.000000 Penalty: 5262.960938
	Iteration 14Q: 3 clusters Score -5151086 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -5151219.000000 Penalty: 5262.960938
	Iteration 15Q: 3 clusters Score -5151219 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -5151301.500000 Penalty: 5262.960938
	Iteration 16Q: 3 clusters Score -5151302 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5151367.000000 Penalty: 5262.960938
	Iteration 17Q: 3 clusters Score -5151367 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -5151429.000000 Penalty: 5262.960938
	Iteration 18Q: 3 clusters Score -5151429 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -5151489.000000 Penalty: 5262.960938
	Iteration 19Q: 3 clusters Score -5151489 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5151522.000000 Penalty: 5262.960938
	Iteration 20F: 3 clusters Score -5151522 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5151544.000000 Penalty: 5262.960938
	Iteration 21Q: 3 clusters Score -5151544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -5151565.000000 Penalty: 5262.960938
	Iteration 22Q: 3 clusters Score -5151565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -5151589.500000 Penalty: 5262.960938
	Iteration 23Q: 3 clusters Score -5151590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5151615.500000 Penalty: 5262.960938
	Iteration 24Q: 3 clusters Score -5151616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -5151633.000000 Penalty: 5262.960938
	Iteration 25Q: 3 clusters Score -5151633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5151654.000000 Penalty: 5262.960938
	Iteration 26Q: 3 clusters Score -5151654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -5151672.500000 Penalty: 5262.960938
	Iteration 27Q: 3 clusters Score -5151672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -5151686.000000 Penalty: 5262.960938
	Iteration 28Q: 3 clusters Score -5151686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -5151714.000000 Penalty: 5262.960938
	Iteration 29Q: 3 clusters Score -5151714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -5151710.500000 Penalty: 5262.960938
	Iteration 30Q: 3 clusters Score -5151710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -5151710.000000 Penalty: 5262.960938
	Iteration 31Q: 3 clusters Score -5151710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -5151719.500000 Penalty: 5262.960938
	Iteration 32Q: 3 clusters Score -5151720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -5151737.000000 Penalty: 5262.960938
	Iteration 33Q: 3 clusters Score -5151737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -5151751.500000 Penalty: 5262.960938
	Iteration 34Q: 3 clusters Score -5151752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -5151767.000000 Penalty: 5262.960938
	Iteration 35Q: 3 clusters Score -5151767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5151775.000000 Penalty: 5262.960938
	Iteration 36Q: 3 clusters Score -5151775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5151774.500000 Penalty: 5262.960938
	Iteration 37Q: 3 clusters Score -5151774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -5151790.000000 Penalty: 5262.960938
	Iteration 38Q: 3 clusters Score -5151790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5151787.000000 Penalty: 5262.960938
	Iteration 39Q: 3 clusters Score -5151787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5151792.000000 Penalty: 5262.960938
	Iteration 40F: 3 clusters Score -5151792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5151791.500000 Penalty: 5262.960938
	Iteration 41Q: 3 clusters Score -5151792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -5151790.000000 Penalty: 5262.960938
	Iteration 42Q: 3 clusters Score -5151790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -5151790.500000 Penalty: 5262.960938
	Iteration 43Q: 3 clusters Score -5151790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5151793.500000 Penalty: 5262.960938
	Iteration 44Q: 3 clusters Score -5151794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -5151795.500000 Penalty: 5262.960938
	Iteration 45Q: 3 clusters Score -5151796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -5151795.500000 Penalty: 5262.960938
	Iteration 46F: 3 clusters Score -5151796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156305 members 
Entering Unmasked Estep 
Score: -20022276.000000 Penalty: 2965.971924
	Iteration 0F: 2 clusters Score -2.002228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -19917578.000000 Penalty: 5931.943848
	Iteration 0F: 3 clusters Score -1.991758e+07 nChanged 74756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -19961314.000000 Penalty: 5931.943848
	Iteration 1F: 3 clusters Score -1.996131e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -19962172.000000 Penalty: 5931.943848
	Iteration 2Q: 3 clusters Score -1.996217e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -19963256.000000 Penalty: 5931.943848
	Iteration 3Q: 3 clusters Score -1.996326e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -19964470.000000 Penalty: 5931.943848
	Iteration 4Q: 3 clusters Score -1.996447e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -19966540.000000 Penalty: 5931.943848
	Iteration 5Q: 3 clusters Score -1.996654e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -19969288.000000 Penalty: 5931.943848
	Iteration 6Q: 3 clusters Score -1.996929e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -19974312.000000 Penalty: 5931.943848
	Iteration 7F: 3 clusters Score -1.997431e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110493 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -19981772.000000 Penalty: 5931.943848
	Iteration 8F: 3 clusters Score -1.998177e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121039 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -19990920.000000 Penalty: 5931.943848
	Iteration 9F: 3 clusters Score -1.999092e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130718 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -19999646.000000 Penalty: 5931.943848
	Iteration 10F: 3 clusters Score -1.999965e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138531 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -20006226.000000 Penalty: 5931.943848
	Iteration 11F: 3 clusters Score -2.000623e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -20010958.000000 Penalty: 5931.943848
	Iteration 12Q: 3 clusters Score -2.001096e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148479 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -20014232.000000 Penalty: 5931.943848
	Iteration 13Q: 3 clusters Score -2.001423e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151345 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -20016418.000000 Penalty: 5931.943848
	Iteration 14Q: 3 clusters Score -2.001642e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153221 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -20017800.000000 Penalty: 5931.943848
	Iteration 15Q: 3 clusters Score -2.00178e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154345 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -20018644.000000 Penalty: 5931.943848
	Iteration 16Q: 3 clusters Score -2.001864e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20019116.000000 Penalty: 5931.943848
	Iteration 17Q: 3 clusters Score -2.001912e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155299 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -20019376.000000 Penalty: 5931.943848
	Iteration 18Q: 3 clusters Score -2.001938e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155470 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -20019484.000000 Penalty: 5931.943848
	Iteration 19Q: 3 clusters Score -2.001948e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155571 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -20019594.000000 Penalty: 5931.943848
	Iteration 20F: 3 clusters Score -2.001959e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155631 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -20019636.000000 Penalty: 5931.943848
	Iteration 21Q: 3 clusters Score -2.001964e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155670 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -20019658.000000 Penalty: 5931.943848
	Iteration 22Q: 3 clusters Score -2.001966e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155689 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -20019688.000000 Penalty: 5931.943848
	Iteration 23Q: 3 clusters Score -2.001969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155711 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20019696.000000 Penalty: 5931.943848
	Iteration 24Q: 3 clusters Score -2.00197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -20019722.000000 Penalty: 5931.943848
	Iteration 25Q: 3 clusters Score -2.001972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155733 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20019728.000000 Penalty: 5931.943848
	Iteration 26Q: 3 clusters Score -2.001973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155738 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20019728.000000 Penalty: 5931.943848
	Iteration 27Q: 3 clusters Score -2.001973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155743 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -20019746.000000 Penalty: 5931.943848
	Iteration 28Q: 3 clusters Score -2.001975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155746 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20019748.000000 Penalty: 5931.943848
	Iteration 29Q: 3 clusters Score -2.001975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155749 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -20019738.000000 Penalty: 5931.943848
	Iteration 30Q: 3 clusters Score -2.001974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155752 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -20019748.000000 Penalty: 5931.943848
	Iteration 31Q: 3 clusters Score -2.001975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -20019738.000000 Penalty: 5931.943848
	Iteration 32Q: 3 clusters Score -2.001974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -20019738.000000 Penalty: 5931.943848
	Iteration 33F: 3 clusters Score -2.001974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -650318.562500 Penalty: 2116.200439
	Iteration 0F: 2 clusters Score -650318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -645723.375000 Penalty: 4232.400879
	Iteration 0F: 3 clusters Score -645723.4 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -646829.812500 Penalty: 4232.400879
	Iteration 1F: 3 clusters Score -646829.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -647145.312500 Penalty: 4232.400879
	Iteration 2F: 3 clusters Score -647145.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -647472.062500 Penalty: 4232.400879
	Iteration 3F: 3 clusters Score -647472.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -647882.375000 Penalty: 4232.400879
	Iteration 4F: 3 clusters Score -647882.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -648340.875000 Penalty: 4232.400879
	Iteration 5F: 3 clusters Score -648340.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -648668.187500 Penalty: 4232.400879
	Iteration 6F: 3 clusters Score -648668.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -648898.812500 Penalty: 4232.400879
	Iteration 7F: 3 clusters Score -648898.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -649032.562500 Penalty: 4232.400879
	Iteration 8Q: 3 clusters Score -649032.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -649117.312500 Penalty: 4232.400879
	Iteration 9Q: 3 clusters Score -649117.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -649166.937500 Penalty: 4232.400879
	Iteration 10Q: 3 clusters Score -649166.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -649191.250000 Penalty: 4232.400879
	Iteration 11Q: 3 clusters Score -649191.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -649207.062500 Penalty: 4232.400879
	Iteration 12Q: 3 clusters Score -649207.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -649216.687500 Penalty: 4232.400879
	Iteration 13Q: 3 clusters Score -649216.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -649221.062500 Penalty: 4232.400879
	Iteration 14Q: 3 clusters Score -649221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -649224.250000 Penalty: 4232.400879
	Iteration 15Q: 3 clusters Score -649224.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -649225.812500 Penalty: 4232.400879
	Iteration 16Q: 3 clusters Score -649225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -649228.562500 Penalty: 4232.400879
	Iteration 17Q: 3 clusters Score -649228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -649230.000000 Penalty: 4232.400879
	Iteration 18Q: 3 clusters Score -649230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -649230.687500 Penalty: 4232.400879
	Iteration 19Q: 3 clusters Score -649230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -649230.875000 Penalty: 4232.400879
	Iteration 20F: 3 clusters Score -649230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -649232.750000 Penalty: 4232.400879
	Iteration 21Q: 3 clusters Score -649232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -649233.312500 Penalty: 4232.400879
	Iteration 22Q: 3 clusters Score -649233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -649234.812500 Penalty: 4232.400879
	Iteration 23Q: 3 clusters Score -649234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -649236.125000 Penalty: 4232.400879
	Iteration 24Q: 3 clusters Score -649236.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -649236.562500 Penalty: 4232.400879
	Iteration 25Q: 3 clusters Score -649236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -649239.562500 Penalty: 4232.400879
	Iteration 26Q: 3 clusters Score -649239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -649239.125000 Penalty: 4232.400879
	Iteration 27Q: 3 clusters Score -649239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -649241.062500 Penalty: 4232.400879
	Iteration 28Q: 3 clusters Score -649241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -649241.750000 Penalty: 4232.400879
	Iteration 29Q: 3 clusters Score -649241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -649241.562500 Penalty: 4232.400879
	Iteration 30Q: 3 clusters Score -649241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -649242.812500 Penalty: 4232.400879
	Iteration 31Q: 3 clusters Score -649242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -649244.750000 Penalty: 4232.400879
	Iteration 32Q: 3 clusters Score -649244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -649244.312500 Penalty: 4232.400879
	Iteration 33Q: 3 clusters Score -649244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -649246.250000 Penalty: 4232.400879
	Iteration 34Q: 3 clusters Score -649246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -649245.687500 Penalty: 4232.400879
	Iteration 35Q: 3 clusters Score -649245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -649245.687500 Penalty: 4232.400879
	Iteration 36F: 3 clusters Score -649245.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Entering Unmasked Estep 
Score: -1049063.625000 Penalty: 2220.951172
	Iteration 0F: 2 clusters Score -1049064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1042780.875000 Penalty: 4441.902344
	Iteration 0F: 3 clusters Score -1042781 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1044429.937500 Penalty: 4441.902344
	Iteration 1F: 3 clusters Score -1044430 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1044676.375000 Penalty: 4441.902344
	Iteration 2F: 3 clusters Score -1044676 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1044838.187500 Penalty: 4441.902344
	Iteration 3Q: 3 clusters Score -1044838 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1044942.875000 Penalty: 4441.902344
	Iteration 4Q: 3 clusters Score -1044943 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1045027.562500 Penalty: 4441.902344
	Iteration 5Q: 3 clusters Score -1045028 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1045086.062500 Penalty: 4441.902344
	Iteration 6Q: 3 clusters Score -1045086 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1045135.937500 Penalty: 4441.902344
	Iteration 7Q: 3 clusters Score -1045136 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1045184.812500 Penalty: 4441.902344
	Iteration 8Q: 3 clusters Score -1045185 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1045235.625000 Penalty: 4441.902344
	Iteration 9Q: 3 clusters Score -1045236 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1045285.812500 Penalty: 4441.902344
	Iteration 10Q: 3 clusters Score -1045286 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1045330.750000 Penalty: 4441.902344
	Iteration 11Q: 3 clusters Score -1045331 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1045378.062500 Penalty: 4441.902344
	Iteration 12Q: 3 clusters Score -1045378 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1045433.500000 Penalty: 4441.902344
	Iteration 13Q: 3 clusters Score -1045434 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1045492.562500 Penalty: 4441.902344
	Iteration 14Q: 3 clusters Score -1045493 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1045566.437500 Penalty: 4441.902344
	Iteration 15Q: 3 clusters Score -1045566 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1045672.812500 Penalty: 4441.902344
	Iteration 16Q: 3 clusters Score -1045673 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1045799.000000 Penalty: 4441.902344
	Iteration 17Q: 3 clusters Score -1045799 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1045939.812500 Penalty: 4441.902344
	Iteration 18Q: 3 clusters Score -1045940 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1046076.562500 Penalty: 4441.902344
	Iteration 19Q: 3 clusters Score -1046077 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1046241.625000 Penalty: 4441.902344
	Iteration 20F: 3 clusters Score -1046242 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1046405.187500 Penalty: 4441.902344
	Iteration 21Q: 3 clusters Score -1046405 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1046574.062500 Penalty: 4441.902344
	Iteration 22Q: 3 clusters Score -1046574 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1046727.437500 Penalty: 4441.902344
	Iteration 23Q: 3 clusters Score -1046727 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1046854.187500 Penalty: 4441.902344
	Iteration 24Q: 3 clusters Score -1046854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1046950.500000 Penalty: 4441.902344
	Iteration 25Q: 3 clusters Score -1046950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1047011.812500 Penalty: 4441.902344
	Iteration 26Q: 3 clusters Score -1047012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1047053.750000 Penalty: 4441.902344
	Iteration 27Q: 3 clusters Score -1047054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1047075.187500 Penalty: 4441.902344
	Iteration 28Q: 3 clusters Score -1047075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1047098.187500 Penalty: 4441.902344
	Iteration 29Q: 3 clusters Score -1047098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1047110.937500 Penalty: 4441.902344
	Iteration 30Q: 3 clusters Score -1047111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1047117.937500 Penalty: 4441.902344
	Iteration 31Q: 3 clusters Score -1047118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1047124.000000 Penalty: 4441.902344
	Iteration 32Q: 3 clusters Score -1047124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1047124.000000 Penalty: 4441.902344
	Iteration 33F: 3 clusters Score -1047124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Entering Unmasked Estep 
Score: -3718011.750000 Penalty: 2565.215820
	Iteration 0F: 2 clusters Score -3718012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3696720.750000 Penalty: 5130.431641
	Iteration 0F: 3 clusters Score -3696721 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3704563.500000 Penalty: 5130.431641
	Iteration 1F: 3 clusters Score -3704564 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3705253.500000 Penalty: 5130.431641
	Iteration 2F: 3 clusters Score -3705254 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3705928.250000 Penalty: 5130.431641
	Iteration 3F: 3 clusters Score -3705928 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3706735.250000 Penalty: 5130.431641
	Iteration 4F: 3 clusters Score -3706735 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3707639.500000 Penalty: 5130.431641
	Iteration 5F: 3 clusters Score -3707640 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3708568.750000 Penalty: 5130.431641
	Iteration 6F: 3 clusters Score -3708569 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3709424.250000 Penalty: 5130.431641
	Iteration 7F: 3 clusters Score -3709424 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3710180.250000 Penalty: 5130.431641
	Iteration 8Q: 3 clusters Score -3710180 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3710861.500000 Penalty: 5130.431641
	Iteration 9Q: 3 clusters Score -3710862 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3711516.250000 Penalty: 5130.431641
	Iteration 10Q: 3 clusters Score -3711516 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3712089.250000 Penalty: 5130.431641
	Iteration 11Q: 3 clusters Score -3712089 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3712657.750000 Penalty: 5130.431641
	Iteration 12Q: 3 clusters Score -3712658 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3713141.250000 Penalty: 5130.431641
	Iteration 13Q: 3 clusters Score -3713141 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3713613.750000 Penalty: 5130.431641
	Iteration 14Q: 3 clusters Score -3713614 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3714011.750000 Penalty: 5130.431641
	Iteration 15Q: 3 clusters Score -3714012 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3714367.750000 Penalty: 5130.431641
	Iteration 16Q: 3 clusters Score -3714368 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3714637.750000 Penalty: 5130.431641
	Iteration 17Q: 3 clusters Score -3714638 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3714834.250000 Penalty: 5130.431641
	Iteration 18Q: 3 clusters Score -3714834 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3714989.000000 Penalty: 5130.431641
	Iteration 19Q: 3 clusters Score -3714989 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3715109.000000 Penalty: 5130.431641
	Iteration 20F: 3 clusters Score -3715109 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3715212.000000 Penalty: 5130.431641
	Iteration 21Q: 3 clusters Score -3715212 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3715313.750000 Penalty: 5130.431641
	Iteration 22Q: 3 clusters Score -3715314 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3715394.750000 Penalty: 5130.431641
	Iteration 23Q: 3 clusters Score -3715395 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3715472.750000 Penalty: 5130.431641
	Iteration 24Q: 3 clusters Score -3715473 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3715543.500000 Penalty: 5130.431641
	Iteration 25Q: 3 clusters Score -3715544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3715609.750000 Penalty: 5130.431641
	Iteration 26Q: 3 clusters Score -3715610 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3715662.750000 Penalty: 5130.431641
	Iteration 27Q: 3 clusters Score -3715663 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3715691.000000 Penalty: 5130.431641
	Iteration 28Q: 3 clusters Score -3715691 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3715730.000000 Penalty: 5130.431641
	Iteration 29Q: 3 clusters Score -3715730 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3715774.250000 Penalty: 5130.431641
	Iteration 30Q: 3 clusters Score -3715774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3715814.250000 Penalty: 5130.431641
	Iteration 31Q: 3 clusters Score -3715814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3715828.750000 Penalty: 5130.431641
	Iteration 32Q: 3 clusters Score -3715829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3715858.250000 Penalty: 5130.431641
	Iteration 33Q: 3 clusters Score -3715858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3715875.750000 Penalty: 5130.431641
	Iteration 34Q: 3 clusters Score -3715876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3715898.000000 Penalty: 5130.431641
	Iteration 35Q: 3 clusters Score -3715898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3715907.500000 Penalty: 5130.431641
	Iteration 36Q: 3 clusters Score -3715908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3715917.000000 Penalty: 5130.431641
	Iteration 37Q: 3 clusters Score -3715917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3715927.000000 Penalty: 5130.431641
	Iteration 38Q: 3 clusters Score -3715927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3715936.250000 Penalty: 5130.431641
	Iteration 39Q: 3 clusters Score -3715936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3715943.250000 Penalty: 5130.431641
	Iteration 40F: 3 clusters Score -3715943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3715947.250000 Penalty: 5130.431641
	Iteration 41Q: 3 clusters Score -3715947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3715947.750000 Penalty: 5130.431641
	Iteration 42Q: 3 clusters Score -3715948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3715945.250000 Penalty: 5130.431641
	Iteration 43Q: 3 clusters Score -3715945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3715952.250000 Penalty: 5130.431641
	Iteration 44Q: 3 clusters Score -3715952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3715949.750000 Penalty: 5130.431641
	Iteration 45Q: 3 clusters Score -3715950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3715952.000000 Penalty: 5130.431641
	Iteration 46Q: 3 clusters Score -3715952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3715955.250000 Penalty: 5130.431641
	Iteration 47Q: 3 clusters Score -3715955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3715951.750000 Penalty: 5130.431641
	Iteration 48Q: 3 clusters Score -3715952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3715963.500000 Penalty: 5130.431641
	Iteration 49Q: 3 clusters Score -3715964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3715970.750000 Penalty: 5130.431641
	Iteration 50Q: 3 clusters Score -3715971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3715978.750000 Penalty: 5130.431641
	Iteration 51Q: 3 clusters Score -3715979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3715993.250000 Penalty: 5130.431641
	Iteration 52Q: 3 clusters Score -3715993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3716002.750000 Penalty: 5130.431641
	Iteration 53Q: 3 clusters Score -3716003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3716018.000000 Penalty: 5130.431641
	Iteration 54Q: 3 clusters Score -3716018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3716027.250000 Penalty: 5130.431641
	Iteration 55Q: 3 clusters Score -3716027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3716033.250000 Penalty: 5130.431641
	Iteration 56Q: 3 clusters Score -3716033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3716037.250000 Penalty: 5130.431641
	Iteration 57Q: 3 clusters Score -3716037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3716040.250000 Penalty: 5130.431641
	Iteration 58Q: 3 clusters Score -3716040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3716042.750000 Penalty: 5130.431641
	Iteration 59Q: 3 clusters Score -3716043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3716039.750000 Penalty: 5130.431641
	Iteration 60F: 3 clusters Score -3716040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3716050.500000 Penalty: 5130.431641
	Iteration 61Q: 3 clusters Score -3716050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3716043.000000 Penalty: 5130.431641
	Iteration 62Q: 3 clusters Score -3716043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3716045.000000 Penalty: 5130.431641
	Iteration 63Q: 3 clusters Score -3716045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3716047.000000 Penalty: 5130.431641
	Iteration 64Q: 3 clusters Score -3716047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3716052.500000 Penalty: 5130.431641
	Iteration 65Q: 3 clusters Score -3716052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3716049.250000 Penalty: 5130.431641
	Iteration 66Q: 3 clusters Score -3716049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3716053.500000 Penalty: 5130.431641
	Iteration 67Q: 3 clusters Score -3716054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3716053.500000 Penalty: 5130.431641
	Iteration 68F: 3 clusters Score -3716054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -59260.421875 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -59260.42 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 245 members 
Entering Unmasked Estep 
Score: -57765.808594 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -57765.81 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57974.320312 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -57974.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58056.160156 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -58056.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58109.667969 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -58109.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58150.261719 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -58150.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58200.878906 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -58200.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58236.968750 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -58236.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58293.476562 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -58293.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58329.097656 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -58329.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58351.054688 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -58351.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58374.613281 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -58374.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58405.570312 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -58405.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -58418.445312 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -58418.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58430.335938 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -58430.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58441.535156 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -58441.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -58448.765625 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -58448.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -58448.765625 Penalty: 3077.460693
	Iteration 16F: 3 clusters Score -58448.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -231684.125000 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -231684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -229157.062500 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -229157.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -229704.906250 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -229704.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -229923.453125 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -229923.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -230025.343750 Penalty: 3746.169922
	Iteration 3F: 3 clusters Score -230025.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -230084.531250 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -230084.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -230131.531250 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -230131.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -230173.921875 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -230173.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -230198.312500 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -230198.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -230212.046875 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -230212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -230229.671875 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -230229.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -230244.140625 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -230244.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -230254.578125 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -230254.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -230265.375000 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -230265.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -230274.046875 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -230274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -230279.828125 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -230279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -230283.703125 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -230283.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -230292.171875 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -230292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -230304.312500 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -230304.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -230319.875000 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -230319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -230328.328125 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -230328.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -230342.531250 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -230342.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -230351.421875 Penalty: 3746.169922
	Iteration 21Q: 3 clusters Score -230351.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -230359.578125 Penalty: 3746.169922
	Iteration 22Q: 3 clusters Score -230359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -230366.953125 Penalty: 3746.169922
	Iteration 23Q: 3 clusters Score -230367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -230371.062500 Penalty: 3746.169922
	Iteration 24Q: 3 clusters Score -230371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -230371.890625 Penalty: 3746.169922
	Iteration 25Q: 3 clusters Score -230371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -230376.890625 Penalty: 3746.169922
	Iteration 26Q: 3 clusters Score -230376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -230379.171875 Penalty: 3746.169922
	Iteration 27Q: 3 clusters Score -230379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -230380.531250 Penalty: 3746.169922
	Iteration 28Q: 3 clusters Score -230380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -230381.031250 Penalty: 3746.169922
	Iteration 29Q: 3 clusters Score -230381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -230382.187500 Penalty: 3746.169922
	Iteration 30Q: 3 clusters Score -230382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -230382.187500 Penalty: 3746.169922
	Iteration 31F: 3 clusters Score -230382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -265683.531250 Penalty: 1902.034790
	Iteration 0F: 2 clusters Score -265683.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -263000.843750 Penalty: 3804.069580
	Iteration 0F: 3 clusters Score -263000.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -263574.312500 Penalty: 3804.069580
	Iteration 1F: 3 clusters Score -263574.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -263806.562500 Penalty: 3804.069580
	Iteration 2F: 3 clusters Score -263806.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -264016.218750 Penalty: 3804.069580
	Iteration 3F: 3 clusters Score -264016.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -264205.500000 Penalty: 3804.069580
	Iteration 4F: 3 clusters Score -264205.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -264394.718750 Penalty: 3804.069580
	Iteration 5F: 3 clusters Score -264394.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -264547.687500 Penalty: 3804.069580
	Iteration 6F: 3 clusters Score -264547.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -264702.062500 Penalty: 3804.069580
	Iteration 7Q: 3 clusters Score -264702.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -264846.781250 Penalty: 3804.069580
	Iteration 8Q: 3 clusters Score -264846.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -265023.000000 Penalty: 3804.069580
	Iteration 9Q: 3 clusters Score -265023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -265220.968750 Penalty: 3804.069580
	Iteration 10Q: 3 clusters Score -265221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -265334.125000 Penalty: 3804.069580
	Iteration 11Q: 3 clusters Score -265334.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -265379.625000 Penalty: 3804.069580
	Iteration 12Q: 3 clusters Score -265379.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -265393.343750 Penalty: 3804.069580
	Iteration 13Q: 3 clusters Score -265393.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -265406.687500 Penalty: 3804.069580
	Iteration 14Q: 3 clusters Score -265406.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -265414.406250 Penalty: 3804.069580
	Iteration 15Q: 3 clusters Score -265414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -265420.437500 Penalty: 3804.069580
	Iteration 16Q: 3 clusters Score -265420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -265422.843750 Penalty: 3804.069580
	Iteration 17Q: 3 clusters Score -265422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -265424.187500 Penalty: 3804.069580
	Iteration 18Q: 3 clusters Score -265424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -265424.187500 Penalty: 3804.069580
	Iteration 19F: 3 clusters Score -265424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Entering Unmasked Estep 
Score: -330314.937500 Penalty: 1971.812012
	Iteration 0F: 2 clusters Score -330314.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -327219.281250 Penalty: 3943.624023
	Iteration 0F: 3 clusters Score -327219.3 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -327954.843750 Penalty: 3943.624023
	Iteration 1F: 3 clusters Score -327954.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -328193.250000 Penalty: 3943.624023
	Iteration 2F: 3 clusters Score -328193.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -328371.750000 Penalty: 3943.624023
	Iteration 3F: 3 clusters Score -328371.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -328518.687500 Penalty: 3943.624023
	Iteration 4F: 3 clusters Score -328518.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -328658.093750 Penalty: 3943.624023
	Iteration 5Q: 3 clusters Score -328658.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -328752.906250 Penalty: 3943.624023
	Iteration 6Q: 3 clusters Score -328752.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -328854.781250 Penalty: 3943.624023
	Iteration 7Q: 3 clusters Score -328854.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -328945.687500 Penalty: 3943.624023
	Iteration 8Q: 3 clusters Score -328945.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -329006.250000 Penalty: 3943.624023
	Iteration 9Q: 3 clusters Score -329006.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -329051.968750 Penalty: 3943.624023
	Iteration 10Q: 3 clusters Score -329052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -329085.062500 Penalty: 3943.624023
	Iteration 11Q: 3 clusters Score -329085.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -329105.250000 Penalty: 3943.624023
	Iteration 12Q: 3 clusters Score -329105.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -329122.906250 Penalty: 3943.624023
	Iteration 13Q: 3 clusters Score -329122.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -329133.187500 Penalty: 3943.624023
	Iteration 14Q: 3 clusters Score -329133.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -329142.156250 Penalty: 3943.624023
	Iteration 15Q: 3 clusters Score -329142.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -329153.250000 Penalty: 3943.624023
	Iteration 16Q: 3 clusters Score -329153.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -329161.406250 Penalty: 3943.624023
	Iteration 17Q: 3 clusters Score -329161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -329164.625000 Penalty: 3943.624023
	Iteration 18Q: 3 clusters Score -329164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -329168.281250 Penalty: 3943.624023
	Iteration 19Q: 3 clusters Score -329168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -329173.031250 Penalty: 3943.624023
	Iteration 20F: 3 clusters Score -329173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -329176.968750 Penalty: 3943.624023
	Iteration 21Q: 3 clusters Score -329177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -329180.093750 Penalty: 3943.624023
	Iteration 22Q: 3 clusters Score -329180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -329181.906250 Penalty: 3943.624023
	Iteration 23Q: 3 clusters Score -329181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -329182.656250 Penalty: 3943.624023
	Iteration 24Q: 3 clusters Score -329182.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -329183.593750 Penalty: 3943.624023
	Iteration 25Q: 3 clusters Score -329183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -329185.093750 Penalty: 3943.624023
	Iteration 26Q: 3 clusters Score -329185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -329186.062500 Penalty: 3943.624023
	Iteration 27Q: 3 clusters Score -329186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -329186.062500 Penalty: 3943.624023
	Iteration 28F: 3 clusters Score -329186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -352274.625000 Penalty: 1982.668823
	Iteration 0F: 2 clusters Score -352274.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -349018.875000 Penalty: 3965.337646
	Iteration 0F: 3 clusters Score -349018.9 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -349682.218750 Penalty: 3965.337646
	Iteration 1F: 3 clusters Score -349682.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -349864.031250 Penalty: 3965.337646
	Iteration 2F: 3 clusters Score -349864 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -349968.656250 Penalty: 3965.337646
	Iteration 3Q: 3 clusters Score -349968.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -350049.750000 Penalty: 3965.337646
	Iteration 4Q: 3 clusters Score -350049.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -350128.281250 Penalty: 3965.337646
	Iteration 5Q: 3 clusters Score -350128.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -350221.812500 Penalty: 3965.337646
	Iteration 6Q: 3 clusters Score -350221.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -350317.656250 Penalty: 3965.337646
	Iteration 7Q: 3 clusters Score -350317.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -350397.125000 Penalty: 3965.337646
	Iteration 8Q: 3 clusters Score -350397.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -350448.250000 Penalty: 3965.337646
	Iteration 9Q: 3 clusters Score -350448.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -350493.656250 Penalty: 3965.337646
	Iteration 10Q: 3 clusters Score -350493.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -350535.812500 Penalty: 3965.337646
	Iteration 11Q: 3 clusters Score -350535.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -350570.656250 Penalty: 3965.337646
	Iteration 12Q: 3 clusters Score -350570.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -350596.218750 Penalty: 3965.337646
	Iteration 13Q: 3 clusters Score -350596.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -350619.000000 Penalty: 3965.337646
	Iteration 14Q: 3 clusters Score -350619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -350647.062500 Penalty: 3965.337646
	Iteration 15Q: 3 clusters Score -350647.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -350669.562500 Penalty: 3965.337646
	Iteration 16Q: 3 clusters Score -350669.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -350686.468750 Penalty: 3965.337646
	Iteration 17Q: 3 clusters Score -350686.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -350700.281250 Penalty: 3965.337646
	Iteration 18Q: 3 clusters Score -350700.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -350711.718750 Penalty: 3965.337646
	Iteration 19Q: 3 clusters Score -350711.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -350725.656250 Penalty: 3965.337646
	Iteration 20F: 3 clusters Score -350725.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -350746.781250 Penalty: 3965.337646
	Iteration 21Q: 3 clusters Score -350746.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -350755.906250 Penalty: 3965.337646
	Iteration 22Q: 3 clusters Score -350755.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -350765.656250 Penalty: 3965.337646
	Iteration 23Q: 3 clusters Score -350765.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -350781.593750 Penalty: 3965.337646
	Iteration 24Q: 3 clusters Score -350781.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -350792.625000 Penalty: 3965.337646
	Iteration 25Q: 3 clusters Score -350792.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -350807.281250 Penalty: 3965.337646
	Iteration 26Q: 3 clusters Score -350807.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -350828.281250 Penalty: 3965.337646
	Iteration 27Q: 3 clusters Score -350828.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -350840.781250 Penalty: 3965.337646
	Iteration 28Q: 3 clusters Score -350840.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -350852.781250 Penalty: 3965.337646
	Iteration 29Q: 3 clusters Score -350852.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -350863.968750 Penalty: 3965.337646
	Iteration 30Q: 3 clusters Score -350864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -350876.562500 Penalty: 3965.337646
	Iteration 31Q: 3 clusters Score -350876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -350882.531250 Penalty: 3965.337646
	Iteration 32Q: 3 clusters Score -350882.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -350891.375000 Penalty: 3965.337646
	Iteration 33Q: 3 clusters Score -350891.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -350895.750000 Penalty: 3965.337646
	Iteration 34Q: 3 clusters Score -350895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -350899.156250 Penalty: 3965.337646
	Iteration 35Q: 3 clusters Score -350899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -350901.093750 Penalty: 3965.337646
	Iteration 36Q: 3 clusters Score -350901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -350903.656250 Penalty: 3965.337646
	Iteration 37Q: 3 clusters Score -350903.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -350907.750000 Penalty: 3965.337646
	Iteration 38Q: 3 clusters Score -350907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -350911.656250 Penalty: 3965.337646
	Iteration 39Q: 3 clusters Score -350911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -350914.312500 Penalty: 3965.337646
	Iteration 40F: 3 clusters Score -350914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -350915.687500 Penalty: 3965.337646
	Iteration 41Q: 3 clusters Score -350915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -350916.625000 Penalty: 3965.337646
	Iteration 42Q: 3 clusters Score -350916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -350918.875000 Penalty: 3965.337646
	Iteration 43Q: 3 clusters Score -350918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -350920.312500 Penalty: 3965.337646
	Iteration 44Q: 3 clusters Score -350920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -350922.781250 Penalty: 3965.337646
	Iteration 45Q: 3 clusters Score -350922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -350924.625000 Penalty: 3965.337646
	Iteration 46Q: 3 clusters Score -350924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -350926.718750 Penalty: 3965.337646
	Iteration 47Q: 3 clusters Score -350926.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -350928.687500 Penalty: 3965.337646
	Iteration 48Q: 3 clusters Score -350928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -350929.656250 Penalty: 3965.337646
	Iteration 49Q: 3 clusters Score -350929.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -350931.562500 Penalty: 3965.337646
	Iteration 50Q: 3 clusters Score -350931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -350933.500000 Penalty: 3965.337646
	Iteration 51Q: 3 clusters Score -350933.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -350935.218750 Penalty: 3965.337646
	Iteration 52Q: 3 clusters Score -350935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -350935.687500 Penalty: 3965.337646
	Iteration 53Q: 3 clusters Score -350935.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -350937.062500 Penalty: 3965.337646
	Iteration 54Q: 3 clusters Score -350937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -350937.250000 Penalty: 3965.337646
	Iteration 55Q: 3 clusters Score -350937.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -350938.781250 Penalty: 3965.337646
	Iteration 56Q: 3 clusters Score -350938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -350940.125000 Penalty: 3965.337646
	Iteration 57Q: 3 clusters Score -350940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -350942.500000 Penalty: 3965.337646
	Iteration 58Q: 3 clusters Score -350942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -350943.968750 Penalty: 3965.337646
	Iteration 59Q: 3 clusters Score -350944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -350946.375000 Penalty: 3965.337646
	Iteration 60F: 3 clusters Score -350946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -350948.000000 Penalty: 3965.337646
	Iteration 61Q: 3 clusters Score -350948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -350949.500000 Penalty: 3965.337646
	Iteration 62Q: 3 clusters Score -350949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -350951.531250 Penalty: 3965.337646
	Iteration 63Q: 3 clusters Score -350951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -350952.093750 Penalty: 3965.337646
	Iteration 64Q: 3 clusters Score -350952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -350952.656250 Penalty: 3965.337646
	Iteration 65Q: 3 clusters Score -350952.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -350953.625000 Penalty: 3965.337646
	Iteration 66Q: 3 clusters Score -350953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -350953.375000 Penalty: 3965.337646
	Iteration 67Q: 3 clusters Score -350953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -350955.062500 Penalty: 3965.337646
	Iteration 68Q: 3 clusters Score -350955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -350958.812500 Penalty: 3965.337646
	Iteration 69Q: 3 clusters Score -350958.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -350961.218750 Penalty: 3965.337646
	Iteration 70Q: 3 clusters Score -350961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -350964.531250 Penalty: 3965.337646
	Iteration 71Q: 3 clusters Score -350964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -350965.250000 Penalty: 3965.337646
	Iteration 72Q: 3 clusters Score -350965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -350967.062500 Penalty: 3965.337646
	Iteration 73Q: 3 clusters Score -350967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -350968.000000 Penalty: 3965.337646
	Iteration 74Q: 3 clusters Score -350968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -350969.187500 Penalty: 3965.337646
	Iteration 75Q: 3 clusters Score -350969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -350970.375000 Penalty: 3965.337646
	Iteration 76Q: 3 clusters Score -350970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -350971.406250 Penalty: 3965.337646
	Iteration 77Q: 3 clusters Score -350971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -350971.406250 Penalty: 3965.337646
	Iteration 78Q: 3 clusters Score -350971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -350974.750000 Penalty: 3965.337646
	Iteration 79Q: 3 clusters Score -350974.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -350978.000000 Penalty: 3965.337646
	Iteration 80F: 3 clusters Score -350978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -350980.312500 Penalty: 3965.337646
	Iteration 81Q: 3 clusters Score -350980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -350982.812500 Penalty: 3965.337646
	Iteration 82Q: 3 clusters Score -350982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -350983.218750 Penalty: 3965.337646
	Iteration 83Q: 3 clusters Score -350983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -350983.281250 Penalty: 3965.337646
	Iteration 84Q: 3 clusters Score -350983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -350984.656250 Penalty: 3965.337646
	Iteration 85Q: 3 clusters Score -350984.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -350984.437500 Penalty: 3965.337646
	Iteration 86Q: 3 clusters Score -350984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -350985.531250 Penalty: 3965.337646
	Iteration 87Q: 3 clusters Score -350985.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -350987.218750 Penalty: 3965.337646
	Iteration 88Q: 3 clusters Score -350987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -350987.062500 Penalty: 3965.337646
	Iteration 89Q: 3 clusters Score -350987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -350987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -350987.156250 Penalty: 3965.337646
	Iteration 91F: 3 clusters Score -350987.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105746 members 
Entering Unmasked Estep 
Score: -13369344.000000 Penalty: 2869.061279
	Iteration 0F: 2 clusters Score -1.336934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -13298590.000000 Penalty: 5738.122559
	Iteration 0F: 3 clusters Score -1.329859e+07 nChanged 50164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -13327423.000000 Penalty: 5738.122559
	Iteration 1F: 3 clusters Score -1.332742e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.332836e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -13329707.000000 Penalty: 5738.122559
	Iteration 3Q: 3 clusters Score -1.332971e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -13331526.000000 Penalty: 5738.122559
	Iteration 4Q: 3 clusters Score -1.333153e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -13334526.000000 Penalty: 5738.122559
	Iteration 5F: 3 clusters Score -1.333453e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -13338791.000000 Penalty: 5738.122559
	Iteration 6F: 3 clusters Score -1.333879e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -13344603.000000 Penalty: 5738.122559
	Iteration 7F: 3 clusters Score -1.33446e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -13351071.000000 Penalty: 5738.122559
	Iteration 8F: 3 clusters Score -1.335107e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -13356618.000000 Penalty: 5738.122559
	Iteration 9F: 3 clusters Score -1.335662e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -13360186.000000 Penalty: 5738.122559
	Iteration 10Q: 3 clusters Score -1.336019e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -13362309.000000 Penalty: 5738.122559
	Iteration 11Q: 3 clusters Score -1.336231e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -13363524.000000 Penalty: 5738.122559
	Iteration 12Q: 3 clusters Score -1.336352e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -13364259.000000 Penalty: 5738.122559
	Iteration 13Q: 3 clusters Score -1.336426e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96964 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -13364822.000000 Penalty: 5738.122559
	Iteration 14Q: 3 clusters Score -1.336482e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -13365249.000000 Penalty: 5738.122559
	Iteration 15Q: 3 clusters Score -1.336525e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -13365564.000000 Penalty: 5738.122559
	Iteration 16Q: 3 clusters Score -1.336556e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -13365805.000000 Penalty: 5738.122559
	Iteration 17Q: 3 clusters Score -1.33658e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -13366008.000000 Penalty: 5738.122559
	Iteration 18Q: 3 clusters Score -1.336601e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -13366127.000000 Penalty: 5738.122559
	Iteration 19Q: 3 clusters Score -1.336613e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99981 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -13366202.000000 Penalty: 5738.122559
	Iteration 20F: 3 clusters Score -1.33662e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -13366285.000000 Penalty: 5738.122559
	Iteration 21Q: 3 clusters Score -1.336628e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -13366351.000000 Penalty: 5738.122559
	Iteration 22Q: 3 clusters Score -1.336635e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -13366421.000000 Penalty: 5738.122559
	Iteration 23Q: 3 clusters Score -1.336642e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -13366521.000000 Penalty: 5738.122559
	Iteration 24Q: 3 clusters Score -1.336652e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -13366566.000000 Penalty: 5738.122559
	Iteration 25Q: 3 clusters Score -1.336657e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -13366566.000000 Penalty: 5738.122559
	Iteration 26Q: 3 clusters Score -1.336657e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -13366579.000000 Penalty: 5738.122559
	Iteration 27Q: 3 clusters Score -1.336658e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -13366605.000000 Penalty: 5738.122559
	Iteration 28Q: 3 clusters Score -1.33666e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -13366637.000000 Penalty: 5738.122559
	Iteration 29Q: 3 clusters Score -1.336664e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102024 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -13366652.000000 Penalty: 5738.122559
	Iteration 30Q: 3 clusters Score -1.336665e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -13366673.000000 Penalty: 5738.122559
	Iteration 31Q: 3 clusters Score -1.336667e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102258 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -13366703.000000 Penalty: 5738.122559
	Iteration 32Q: 3 clusters Score -1.33667e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102363 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -13366739.000000 Penalty: 5738.122559
	Iteration 33Q: 3 clusters Score -1.336674e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -13366773.000000 Penalty: 5738.122559
	Iteration 34Q: 3 clusters Score -1.336677e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -13366826.000000 Penalty: 5738.122559
	Iteration 35Q: 3 clusters Score -1.336683e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102627 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -13366825.000000 Penalty: 5738.122559
	Iteration 36Q: 3 clusters Score -1.336682e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -13366859.000000 Penalty: 5738.122559
	Iteration 37Q: 3 clusters Score -1.336686e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -13366881.000000 Penalty: 5738.122559
	Iteration 38Q: 3 clusters Score -1.336688e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -13366911.000000 Penalty: 5738.122559
	Iteration 39Q: 3 clusters Score -1.336691e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102895 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -13366900.000000 Penalty: 5738.122559
	Iteration 40F: 3 clusters Score -1.33669e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -13366938.000000 Penalty: 5738.122559
	Iteration 41Q: 3 clusters Score -1.336694e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102989 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -13366947.000000 Penalty: 5738.122559
	Iteration 42Q: 3 clusters Score -1.336695e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103017 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -13366968.000000 Penalty: 5738.122559
	Iteration 43Q: 3 clusters Score -1.336697e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -13366980.000000 Penalty: 5738.122559
	Iteration 44Q: 3 clusters Score -1.336698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -13366973.000000 Penalty: 5738.122559
	Iteration 45Q: 3 clusters Score -1.336697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -13367008.000000 Penalty: 5738.122559
	Iteration 46Q: 3 clusters Score -1.336701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -13366991.000000 Penalty: 5738.122559
	Iteration 47Q: 3 clusters Score -1.336699e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103143 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -13366990.000000 Penalty: 5738.122559
	Iteration 48Q: 3 clusters Score -1.336699e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -13367014.000000 Penalty: 5738.122559
	Iteration 49Q: 3 clusters Score -1.336701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -13366992.000000 Penalty: 5738.122559
	Iteration 50Q: 3 clusters Score -1.336699e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -13366991.000000 Penalty: 5738.122559
	Iteration 51Q: 3 clusters Score -1.336699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -13366976.000000 Penalty: 5738.122559
	Iteration 52Q: 3 clusters Score -1.336698e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -13366969.000000 Penalty: 5738.122559
	Iteration 53Q: 3 clusters Score -1.336697e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -13366982.000000 Penalty: 5738.122559
	Iteration 54Q: 3 clusters Score -1.336698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103317 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -13367006.000000 Penalty: 5738.122559
	Iteration 55Q: 3 clusters Score -1.336701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -13367012.000000 Penalty: 5738.122559
	Iteration 56Q: 3 clusters Score -1.336701e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -13367029.000000 Penalty: 5738.122559
	Iteration 57Q: 3 clusters Score -1.336703e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -13367017.000000 Penalty: 5738.122559
	Iteration 58Q: 3 clusters Score -1.336702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -13367030.000000 Penalty: 5738.122559
	Iteration 59Q: 3 clusters Score -1.336703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103420 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -13367026.000000 Penalty: 5738.122559
	Iteration 60F: 3 clusters Score -1.336703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103432 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -13367021.000000 Penalty: 5738.122559
	Iteration 61Q: 3 clusters Score -1.336702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -13367028.000000 Penalty: 5738.122559
	Iteration 62Q: 3 clusters Score -1.336703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -13367038.000000 Penalty: 5738.122559
	Iteration 63Q: 3 clusters Score -1.336704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103458 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -13367023.000000 Penalty: 5738.122559
	Iteration 64Q: 3 clusters Score -1.336702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -13367015.000000 Penalty: 5738.122559
	Iteration 65Q: 3 clusters Score -1.336702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103470 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -13367024.000000 Penalty: 5738.122559
	Iteration 66Q: 3 clusters Score -1.336702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103472 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -13367016.000000 Penalty: 5738.122559
	Iteration 67Q: 3 clusters Score -1.336702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -13367017.000000 Penalty: 5738.122559
	Iteration 68Q: 3 clusters Score -1.336702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -13367014.000000 Penalty: 5738.122559
	Iteration 69Q: 3 clusters Score -1.336701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -13367015.000000 Penalty: 5738.122559
	Iteration 70Q: 3 clusters Score -1.336702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -13367038.000000 Penalty: 5738.122559
	Iteration 71Q: 3 clusters Score -1.336704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -13367034.000000 Penalty: 5738.122559
	Iteration 72Q: 3 clusters Score -1.336703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -13367027.000000 Penalty: 5738.122559
	Iteration 73Q: 3 clusters Score -1.336703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103491 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -13367029.000000 Penalty: 5738.122559
	Iteration 74Q: 3 clusters Score -1.336703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -13367032.000000 Penalty: 5738.122559
	Iteration 75Q: 3 clusters Score -1.336703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -13367032.000000 Penalty: 5738.122559
	Iteration 76F: 3 clusters Score -1.336703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Entering Unmasked Estep 
Score: -3069097.250000 Penalty: 2506.576172
	Iteration 0F: 2 clusters Score -3069097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3052220.500000 Penalty: 5013.152344
	Iteration 0F: 3 clusters Score -3052220 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3057953.250000 Penalty: 5013.152344
	Iteration 1F: 3 clusters Score -3057953 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3058325.500000 Penalty: 5013.152344
	Iteration 2Q: 3 clusters Score -3058326 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3058595.500000 Penalty: 5013.152344
	Iteration 3Q: 3 clusters Score -3058596 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3058898.750000 Penalty: 5013.152344
	Iteration 4Q: 3 clusters Score -3058899 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3059323.500000 Penalty: 5013.152344
	Iteration 5Q: 3 clusters Score -3059324 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3060143.000000 Penalty: 5013.152344
	Iteration 6Q: 3 clusters Score -3060143 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3061422.250000 Penalty: 5013.152344
	Iteration 7F: 3 clusters Score -3061422 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3063018.750000 Penalty: 5013.152344
	Iteration 8F: 3 clusters Score -3063019 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3064696.250000 Penalty: 5013.152344
	Iteration 9F: 3 clusters Score -3064696 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3066089.250000 Penalty: 5013.152344
	Iteration 10F: 3 clusters Score -3066089 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3067025.750000 Penalty: 5013.152344
	Iteration 11F: 3 clusters Score -3067026 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3067677.250000 Penalty: 5013.152344
	Iteration 12Q: 3 clusters Score -3067677 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3068123.500000 Penalty: 5013.152344
	Iteration 13Q: 3 clusters Score -3068124 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3068427.750000 Penalty: 5013.152344
	Iteration 14Q: 3 clusters Score -3068428 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3068684.500000 Penalty: 5013.152344
	Iteration 15Q: 3 clusters Score -3068684 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3068864.750000 Penalty: 5013.152344
	Iteration 16Q: 3 clusters Score -3068865 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3068988.500000 Penalty: 5013.152344
	Iteration 17Q: 3 clusters Score -3068988 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3069080.000000 Penalty: 5013.152344
	Iteration 18Q: 3 clusters Score -3069080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3069130.500000 Penalty: 5013.152344
	Iteration 19Q: 3 clusters Score -3069130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3069155.250000 Penalty: 5013.152344
	Iteration 20F: 3 clusters Score -3069155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3069173.750000 Penalty: 5013.152344
	Iteration 21Q: 3 clusters Score -3069174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3069180.250000 Penalty: 5013.152344
	Iteration 22Q: 3 clusters Score -3069180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3069187.250000 Penalty: 5013.152344
	Iteration 23Q: 3 clusters Score -3069187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3069199.000000 Penalty: 5013.152344
	Iteration 24Q: 3 clusters Score -3069199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3069205.000000 Penalty: 5013.152344
	Iteration 25Q: 3 clusters Score -3069205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3069212.500000 Penalty: 5013.152344
	Iteration 26Q: 3 clusters Score -3069212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3069210.500000 Penalty: 5013.152344
	Iteration 27Q: 3 clusters Score -3069210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3069217.500000 Penalty: 5013.152344
	Iteration 28Q: 3 clusters Score -3069218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3069213.750000 Penalty: 5013.152344
	Iteration 29Q: 3 clusters Score -3069214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3069214.750000 Penalty: 5013.152344
	Iteration 30Q: 3 clusters Score -3069215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3069218.250000 Penalty: 5013.152344
	Iteration 31Q: 3 clusters Score -3069218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3069221.500000 Penalty: 5013.152344
	Iteration 32Q: 3 clusters Score -3069222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3069219.500000 Penalty: 5013.152344
	Iteration 33Q: 3 clusters Score -3069220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3069219.500000 Penalty: 5013.152344
	Iteration 34Q: 3 clusters Score -3069220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3069222.500000 Penalty: 5013.152344
	Iteration 35Q: 3 clusters Score -3069222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3069222.500000 Penalty: 5013.152344
	Iteration 36F: 3 clusters Score -3069222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40571 members 
Mstep: Class 9 contains 156305 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 31058 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105746 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70808 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 22798 members 
Entering Unmasked Estep 
Score: -77990944.000000 Penalty: 109260.546875
Splitting cluster 19 changes total score from -77991536.000000 to -77990944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Entering Unmasked Estep 
Score: -1088066.750000 Penalty: 2252.208008
	Iteration 0F: 2 clusters Score -1088067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1081085.000000 Penalty: 4504.416016
	Iteration 0F: 3 clusters Score -1081085 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1083040.000000 Penalty: 4504.416016
	Iteration 1F: 3 clusters Score -1083040 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1083357.625000 Penalty: 4504.416016
	Iteration 2F: 3 clusters Score -1083358 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1083629.125000 Penalty: 4504.416016
	Iteration 3F: 3 clusters Score -1083629 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1083875.250000 Penalty: 4504.416016
	Iteration 4Q: 3 clusters Score -1083875 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1084069.750000 Penalty: 4504.416016
	Iteration 5Q: 3 clusters Score -1084070 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1084249.125000 Penalty: 4504.416016
	Iteration 6Q: 3 clusters Score -1084249 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1084406.000000 Penalty: 4504.416016
	Iteration 7Q: 3 clusters Score -1084406 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1084523.750000 Penalty: 4504.416016
	Iteration 8Q: 3 clusters Score -1084524 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1084614.250000 Penalty: 4504.416016
	Iteration 9Q: 3 clusters Score -1084614 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1084689.625000 Penalty: 4504.416016
	Iteration 10Q: 3 clusters Score -1084690 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1084758.625000 Penalty: 4504.416016
	Iteration 11Q: 3 clusters Score -1084759 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1084812.875000 Penalty: 4504.416016
	Iteration 12Q: 3 clusters Score -1084813 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1084857.500000 Penalty: 4504.416016
	Iteration 13Q: 3 clusters Score -1084858 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1084899.000000 Penalty: 4504.416016
	Iteration 14Q: 3 clusters Score -1084899 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1084933.750000 Penalty: 4504.416016
	Iteration 15Q: 3 clusters Score -1084934 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1084971.125000 Penalty: 4504.416016
	Iteration 16Q: 3 clusters Score -1084971 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1084998.750000 Penalty: 4504.416016
	Iteration 17Q: 3 clusters Score -1084999 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1085028.250000 Penalty: 4504.416016
	Iteration 18Q: 3 clusters Score -1085028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1085060.000000 Penalty: 4504.416016
	Iteration 19Q: 3 clusters Score -1085060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1085087.875000 Penalty: 4504.416016
	Iteration 20F: 3 clusters Score -1085088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1085113.875000 Penalty: 4504.416016
	Iteration 21Q: 3 clusters Score -1085114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1085143.625000 Penalty: 4504.416016
	Iteration 22Q: 3 clusters Score -1085144 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1085176.875000 Penalty: 4504.416016
	Iteration 23Q: 3 clusters Score -1085177 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1085208.500000 Penalty: 4504.416016
	Iteration 24Q: 3 clusters Score -1085208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1085232.125000 Penalty: 4504.416016
	Iteration 25Q: 3 clusters Score -1085232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1085253.875000 Penalty: 4504.416016
	Iteration 26Q: 3 clusters Score -1085254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1085274.375000 Penalty: 4504.416016
	Iteration 27Q: 3 clusters Score -1085274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1085295.875000 Penalty: 4504.416016
	Iteration 28Q: 3 clusters Score -1085296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1085313.125000 Penalty: 4504.416016
	Iteration 29Q: 3 clusters Score -1085313 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1085335.750000 Penalty: 4504.416016
	Iteration 30Q: 3 clusters Score -1085336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1085356.500000 Penalty: 4504.416016
	Iteration 31Q: 3 clusters Score -1085356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1085381.000000 Penalty: 4504.416016
	Iteration 32Q: 3 clusters Score -1085381 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1085403.375000 Penalty: 4504.416016
	Iteration 33Q: 3 clusters Score -1085403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1085423.625000 Penalty: 4504.416016
	Iteration 34Q: 3 clusters Score -1085424 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1085446.875000 Penalty: 4504.416016
	Iteration 35Q: 3 clusters Score -1085447 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1085480.750000 Penalty: 4504.416016
	Iteration 36Q: 3 clusters Score -1085481 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1085514.125000 Penalty: 4504.416016
	Iteration 37Q: 3 clusters Score -1085514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1085549.125000 Penalty: 4504.416016
	Iteration 38Q: 3 clusters Score -1085549 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1085584.750000 Penalty: 4504.416016
	Iteration 39Q: 3 clusters Score -1085585 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1085627.000000 Penalty: 4504.416016
	Iteration 40F: 3 clusters Score -1085627 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1085660.625000 Penalty: 4504.416016
	Iteration 41Q: 3 clusters Score -1085661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1085685.250000 Penalty: 4504.416016
	Iteration 42Q: 3 clusters Score -1085685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1085711.250000 Penalty: 4504.416016
	Iteration 43Q: 3 clusters Score -1085711 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1085741.375000 Penalty: 4504.416016
	Iteration 44Q: 3 clusters Score -1085741 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1085776.625000 Penalty: 4504.416016
	Iteration 45Q: 3 clusters Score -1085777 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1085810.875000 Penalty: 4504.416016
	Iteration 46Q: 3 clusters Score -1085811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1085844.125000 Penalty: 4504.416016
	Iteration 47Q: 3 clusters Score -1085844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1085871.875000 Penalty: 4504.416016
	Iteration 48Q: 3 clusters Score -1085872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1085901.250000 Penalty: 4504.416016
	Iteration 49Q: 3 clusters Score -1085901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1085925.375000 Penalty: 4504.416016
	Iteration 50Q: 3 clusters Score -1085925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1085946.250000 Penalty: 4504.416016
	Iteration 51Q: 3 clusters Score -1085946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1085965.750000 Penalty: 4504.416016
	Iteration 52Q: 3 clusters Score -1085966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1085974.625000 Penalty: 4504.416016
	Iteration 53Q: 3 clusters Score -1085975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1085981.375000 Penalty: 4504.416016
	Iteration 54Q: 3 clusters Score -1085981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1085991.625000 Penalty: 4504.416016
	Iteration 55Q: 3 clusters Score -1085992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1086006.125000 Penalty: 4504.416016
	Iteration 56Q: 3 clusters Score -1086006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1086016.250000 Penalty: 4504.416016
	Iteration 57Q: 3 clusters Score -1086016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1086025.125000 Penalty: 4504.416016
	Iteration 58Q: 3 clusters Score -1086025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1086034.125000 Penalty: 4504.416016
	Iteration 59Q: 3 clusters Score -1086034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1086039.625000 Penalty: 4504.416016
	Iteration 60F: 3 clusters Score -1086040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1086045.250000 Penalty: 4504.416016
	Iteration 61Q: 3 clusters Score -1086045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1086052.000000 Penalty: 4504.416016
	Iteration 62Q: 3 clusters Score -1086052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1086056.500000 Penalty: 4504.416016
	Iteration 63Q: 3 clusters Score -1086056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1086058.750000 Penalty: 4504.416016
	Iteration 64Q: 3 clusters Score -1086059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1086061.500000 Penalty: 4504.416016
	Iteration 65Q: 3 clusters Score -1086062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1086066.000000 Penalty: 4504.416016
	Iteration 66Q: 3 clusters Score -1086066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1086067.000000 Penalty: 4504.416016
	Iteration 67Q: 3 clusters Score -1086067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1086067.000000 Penalty: 4504.416016
	Iteration 68F: 3 clusters Score -1086067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -42636.671875 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -42636.67 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 186 members 
Entering Unmasked Estep 
Score: -41364.339844 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -41364.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41634.789062 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -41634.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41825.777344 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -41825.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41866.335938 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -41866.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41918.164062 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -41918.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41941.398438 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -41941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41945.789062 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -41945.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41947.937500 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -41947.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41947.937500 Penalty: 2974.240234
	Iteration 8F: 3 clusters Score -41947.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Entering Unmasked Estep 
Score: -9117674.000000 Penalty: 2769.596436
	Iteration 0F: 2 clusters Score -9117674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -9070287.000000 Penalty: 5539.192871
	Iteration 0F: 3 clusters Score -9070287 nChanged 33012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -9089149.000000 Penalty: 5539.192871
	Iteration 1F: 3 clusters Score -9089149 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -9090146.000000 Penalty: 5539.192871
	Iteration 2Q: 3 clusters Score -9090146 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -9091587.000000 Penalty: 5539.192871
	Iteration 3Q: 3 clusters Score -9091587 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -9093337.000000 Penalty: 5539.192871
	Iteration 4F: 3 clusters Score -9093337 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -9095386.000000 Penalty: 5539.192871
	Iteration 5F: 3 clusters Score -9095386 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -9097325.000000 Penalty: 5539.192871
	Iteration 6F: 3 clusters Score -9097325 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -9098846.000000 Penalty: 5539.192871
	Iteration 7F: 3 clusters Score -9098846 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -9099865.000000 Penalty: 5539.192871
	Iteration 8Q: 3 clusters Score -9099865 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -9100443.000000 Penalty: 5539.192871
	Iteration 9Q: 3 clusters Score -9100443 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -9100723.000000 Penalty: 5539.192871
	Iteration 10Q: 3 clusters Score -9100723 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -9100882.000000 Penalty: 5539.192871
	Iteration 11Q: 3 clusters Score -9100882 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -9100987.000000 Penalty: 5539.192871
	Iteration 12Q: 3 clusters Score -9100987 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -9101027.000000 Penalty: 5539.192871
	Iteration 13Q: 3 clusters Score -9101027 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -9101128.000000 Penalty: 5539.192871
	Iteration 14Q: 3 clusters Score -9101128 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -9101227.000000 Penalty: 5539.192871
	Iteration 15Q: 3 clusters Score -9101227 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -9101280.000000 Penalty: 5539.192871
	Iteration 16Q: 3 clusters Score -9101280 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -9101394.000000 Penalty: 5539.192871
	Iteration 17Q: 3 clusters Score -9101394 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -9101549.000000 Penalty: 5539.192871
	Iteration 18Q: 3 clusters Score -9101549 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -9101665.000000 Penalty: 5539.192871
	Iteration 19Q: 3 clusters Score -9101665 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -9101821.000000 Penalty: 5539.192871
	Iteration 20F: 3 clusters Score -9101821 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -9102033.000000 Penalty: 5539.192871
	Iteration 21Q: 3 clusters Score -9102033 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -9102324.000000 Penalty: 5539.192871
	Iteration 22Q: 3 clusters Score -9102324 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -9102682.000000 Penalty: 5539.192871
	Iteration 23Q: 3 clusters Score -9102682 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -9103197.000000 Penalty: 5539.192871
	Iteration 24Q: 3 clusters Score -9103197 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -9103923.000000 Penalty: 5539.192871
	Iteration 25Q: 3 clusters Score -9103923 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -9104819.000000 Penalty: 5539.192871
	Iteration 26Q: 3 clusters Score -9104819 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -9105861.000000 Penalty: 5539.192871
	Iteration 27Q: 3 clusters Score -9105861 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -9107094.000000 Penalty: 5539.192871
	Iteration 28Q: 3 clusters Score -9107094 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -9108407.000000 Penalty: 5539.192871
	Iteration 29Q: 3 clusters Score -9108407 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -9109738.000000 Penalty: 5539.192871
	Iteration 30Q: 3 clusters Score -9109738 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -9110957.000000 Penalty: 5539.192871
	Iteration 31Q: 3 clusters Score -9110957 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -9111983.000000 Penalty: 5539.192871
	Iteration 32Q: 3 clusters Score -9111983 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -9112899.000000 Penalty: 5539.192871
	Iteration 33Q: 3 clusters Score -9112899 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -9113511.000000 Penalty: 5539.192871
	Iteration 34Q: 3 clusters Score -9113511 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -9113971.000000 Penalty: 5539.192871
	Iteration 35Q: 3 clusters Score -9113971 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
Score: -9114292.000000 Penalty: 5539.192871
	Iteration 36Q: 3 clusters Score -9114292 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -9114537.000000 Penalty: 5539.192871
	Iteration 37Q: 3 clusters Score -9114537 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -9114725.000000 Penalty: 5539.192871
	Iteration 38Q: 3 clusters Score -9114725 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -9114906.000000 Penalty: 5539.192871
	Iteration 39Q: 3 clusters Score -9114906 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -9115016.000000 Penalty: 5539.192871
	Iteration 40F: 3 clusters Score -9115016 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -9115103.000000 Penalty: 5539.192871
	Iteration 41Q: 3 clusters Score -9115103 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -9115188.000000 Penalty: 5539.192871
	Iteration 42Q: 3 clusters Score -9115188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -9115210.000000 Penalty: 5539.192871
	Iteration 43Q: 3 clusters Score -9115210 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -9115239.000000 Penalty: 5539.192871
	Iteration 44Q: 3 clusters Score -9115239 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -9115279.000000 Penalty: 5539.192871
	Iteration 45Q: 3 clusters Score -9115279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -9115314.000000 Penalty: 5539.192871
	Iteration 46Q: 3 clusters Score -9115314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -9115334.000000 Penalty: 5539.192871
	Iteration 47Q: 3 clusters Score -9115334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -9115347.000000 Penalty: 5539.192871
	Iteration 48Q: 3 clusters Score -9115347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -9115357.000000 Penalty: 5539.192871
	Iteration 49Q: 3 clusters Score -9115357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -9115356.000000 Penalty: 5539.192871
	Iteration 50Q: 3 clusters Score -9115356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -9115369.000000 Penalty: 5539.192871
	Iteration 51Q: 3 clusters Score -9115369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -9115392.000000 Penalty: 5539.192871
	Iteration 52Q: 3 clusters Score -9115392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -9115390.000000 Penalty: 5539.192871
	Iteration 53Q: 3 clusters Score -9115390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -9115403.000000 Penalty: 5539.192871
	Iteration 54Q: 3 clusters Score -9115403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -9115411.000000 Penalty: 5539.192871
	Iteration 55Q: 3 clusters Score -9115411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -9115416.000000 Penalty: 5539.192871
	Iteration 56Q: 3 clusters Score -9115416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -9115427.000000 Penalty: 5539.192871
	Iteration 57Q: 3 clusters Score -9115427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 69626 members 
Entering Unmasked Estep 
Score: -9115426.000000 Penalty: 5539.192871
	Iteration 58Q: 3 clusters Score -9115426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -9115428.000000 Penalty: 5539.192871
	Iteration 59Q: 3 clusters Score -9115428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -9115427.000000 Penalty: 5539.192871
	Iteration 60F: 3 clusters Score -9115427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -9115440.000000 Penalty: 5539.192871
	Iteration 61Q: 3 clusters Score -9115440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -9115453.000000 Penalty: 5539.192871
	Iteration 62Q: 3 clusters Score -9115453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -9115466.000000 Penalty: 5539.192871
	Iteration 63Q: 3 clusters Score -9115466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -9115473.000000 Penalty: 5539.192871
	Iteration 64Q: 3 clusters Score -9115473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -9115482.000000 Penalty: 5539.192871
	Iteration 65Q: 3 clusters Score -9115482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -9115486.000000 Penalty: 5539.192871
	Iteration 66Q: 3 clusters Score -9115486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -9115487.000000 Penalty: 5539.192871
	Iteration 67Q: 3 clusters Score -9115487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -9115484.000000 Penalty: 5539.192871
	Iteration 68Q: 3 clusters Score -9115484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -9115501.000000 Penalty: 5539.192871
	Iteration 69Q: 3 clusters Score -9115501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -9115515.000000 Penalty: 5539.192871
	Iteration 70Q: 3 clusters Score -9115515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -9115517.000000 Penalty: 5539.192871
	Iteration 71Q: 3 clusters Score -9115517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -9115519.000000 Penalty: 5539.192871
	Iteration 72Q: 3 clusters Score -9115519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -9115516.000000 Penalty: 5539.192871
	Iteration 73Q: 3 clusters Score -9115516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -9115522.000000 Penalty: 5539.192871
	Iteration 74Q: 3 clusters Score -9115522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
Score: -9115534.000000 Penalty: 5539.192871
	Iteration 75Q: 3 clusters Score -9115534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -9115522.000000 Penalty: 5539.192871
	Iteration 76Q: 3 clusters Score -9115522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -9115526.000000 Penalty: 5539.192871
	Iteration 77Q: 3 clusters Score -9115526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -9115527.000000 Penalty: 5539.192871
	Iteration 78Q: 3 clusters Score -9115527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -9115530.000000 Penalty: 5539.192871
	Iteration 79Q: 3 clusters Score -9115530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -9115530.000000 Penalty: 5539.192871
	Iteration 80F: 3 clusters Score -9115530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Entering Unmasked Estep 
Score: -2450550.250000 Penalty: 2445.436768
	Iteration 0F: 2 clusters Score -2450550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2436943.500000 Penalty: 4890.873535
	Iteration 0F: 3 clusters Score -2436944 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2441512.000000 Penalty: 4890.873535
	Iteration 1F: 3 clusters Score -2441512 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2441902.750000 Penalty: 4890.873535
	Iteration 2F: 3 clusters Score -2441903 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2442193.250000 Penalty: 4890.873535
	Iteration 3Q: 3 clusters Score -2442193 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2442440.250000 Penalty: 4890.873535
	Iteration 4Q: 3 clusters Score -2442440 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2442676.000000 Penalty: 4890.873535
	Iteration 5Q: 3 clusters Score -2442676 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2442945.000000 Penalty: 4890.873535
	Iteration 6Q: 3 clusters Score -2442945 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2443206.750000 Penalty: 4890.873535
	Iteration 7Q: 3 clusters Score -2443207 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2443487.750000 Penalty: 4890.873535
	Iteration 8Q: 3 clusters Score -2443488 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2443772.500000 Penalty: 4890.873535
	Iteration 9Q: 3 clusters Score -2443772 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2444059.500000 Penalty: 4890.873535
	Iteration 10Q: 3 clusters Score -2444060 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2444404.750000 Penalty: 4890.873535
	Iteration 11Q: 3 clusters Score -2444405 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2444812.250000 Penalty: 4890.873535
	Iteration 12Q: 3 clusters Score -2444812 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2445258.500000 Penalty: 4890.873535
	Iteration 13Q: 3 clusters Score -2445258 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2445706.250000 Penalty: 4890.873535
	Iteration 14Q: 3 clusters Score -2445706 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2446106.500000 Penalty: 4890.873535
	Iteration 15Q: 3 clusters Score -2446106 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2446427.750000 Penalty: 4890.873535
	Iteration 16Q: 3 clusters Score -2446428 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2446668.000000 Penalty: 4890.873535
	Iteration 17Q: 3 clusters Score -2446668 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2446901.500000 Penalty: 4890.873535
	Iteration 18Q: 3 clusters Score -2446902 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2447081.250000 Penalty: 4890.873535
	Iteration 19Q: 3 clusters Score -2447081 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2447255.750000 Penalty: 4890.873535
	Iteration 20F: 3 clusters Score -2447256 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2447415.500000 Penalty: 4890.873535
	Iteration 21Q: 3 clusters Score -2447416 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2447551.000000 Penalty: 4890.873535
	Iteration 22Q: 3 clusters Score -2447551 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2447704.500000 Penalty: 4890.873535
	Iteration 23Q: 3 clusters Score -2447704 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2447838.750000 Penalty: 4890.873535
	Iteration 24Q: 3 clusters Score -2447839 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2447994.000000 Penalty: 4890.873535
	Iteration 25Q: 3 clusters Score -2447994 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2448128.000000 Penalty: 4890.873535
	Iteration 26Q: 3 clusters Score -2448128 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2448265.250000 Penalty: 4890.873535
	Iteration 27Q: 3 clusters Score -2448265 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2448391.750000 Penalty: 4890.873535
	Iteration 28Q: 3 clusters Score -2448392 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2448505.750000 Penalty: 4890.873535
	Iteration 29Q: 3 clusters Score -2448506 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2448610.250000 Penalty: 4890.873535
	Iteration 30Q: 3 clusters Score -2448610 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2448728.500000 Penalty: 4890.873535
	Iteration 31Q: 3 clusters Score -2448728 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2448803.750000 Penalty: 4890.873535
	Iteration 32Q: 3 clusters Score -2448804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2448849.500000 Penalty: 4890.873535
	Iteration 33Q: 3 clusters Score -2448850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2448876.750000 Penalty: 4890.873535
	Iteration 34Q: 3 clusters Score -2448877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2448899.250000 Penalty: 4890.873535
	Iteration 35Q: 3 clusters Score -2448899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2448904.750000 Penalty: 4890.873535
	Iteration 36Q: 3 clusters Score -2448905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2448908.500000 Penalty: 4890.873535
	Iteration 37Q: 3 clusters Score -2448908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2448919.750000 Penalty: 4890.873535
	Iteration 38Q: 3 clusters Score -2448920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2448918.250000 Penalty: 4890.873535
	Iteration 39Q: 3 clusters Score -2448918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2448920.000000 Penalty: 4890.873535
	Iteration 40F: 3 clusters Score -2448920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2448922.250000 Penalty: 4890.873535
	Iteration 41Q: 3 clusters Score -2448922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2448924.500000 Penalty: 4890.873535
	Iteration 42Q: 3 clusters Score -2448924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2448919.750000 Penalty: 4890.873535
	Iteration 43Q: 3 clusters Score -2448920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2448921.000000 Penalty: 4890.873535
	Iteration 44Q: 3 clusters Score -2448921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2448920.750000 Penalty: 4890.873535
	Iteration 45Q: 3 clusters Score -2448921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2448921.750000 Penalty: 4890.873535
	Iteration 46Q: 3 clusters Score -2448922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2448927.000000 Penalty: 4890.873535
	Iteration 47Q: 3 clusters Score -2448927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2448924.250000 Penalty: 4890.873535
	Iteration 48Q: 3 clusters Score -2448924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2448929.000000 Penalty: 4890.873535
	Iteration 49Q: 3 clusters Score -2448929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2448930.000000 Penalty: 4890.873535
	Iteration 50Q: 3 clusters Score -2448930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2448925.750000 Penalty: 4890.873535
	Iteration 51Q: 3 clusters Score -2448926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2448929.000000 Penalty: 4890.873535
	Iteration 52Q: 3 clusters Score -2448929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2448930.000000 Penalty: 4890.873535
	Iteration 53Q: 3 clusters Score -2448930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2448930.000000 Penalty: 4890.873535
	Iteration 54F: 3 clusters Score -2448930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Entering Unmasked Estep 
Score: -269168.343750 Penalty: 1893.914551
	Iteration 0F: 2 clusters Score -269168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -266500.875000 Penalty: 3787.829102
	Iteration 0F: 3 clusters Score -266500.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -266994.968750 Penalty: 3787.829102
	Iteration 1F: 3 clusters Score -266995 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -267141.406250 Penalty: 3787.829102
	Iteration 2F: 3 clusters Score -267141.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -267223.187500 Penalty: 3787.829102
	Iteration 3Q: 3 clusters Score -267223.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -267286.125000 Penalty: 3787.829102
	Iteration 4Q: 3 clusters Score -267286.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -267334.531250 Penalty: 3787.829102
	Iteration 5Q: 3 clusters Score -267334.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -267368.125000 Penalty: 3787.829102
	Iteration 6Q: 3 clusters Score -267368.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -267399.281250 Penalty: 3787.829102
	Iteration 7Q: 3 clusters Score -267399.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -267426.812500 Penalty: 3787.829102
	Iteration 8Q: 3 clusters Score -267426.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -267460.093750 Penalty: 3787.829102
	Iteration 9Q: 3 clusters Score -267460.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -267492.968750 Penalty: 3787.829102
	Iteration 10Q: 3 clusters Score -267493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -267515.343750 Penalty: 3787.829102
	Iteration 11Q: 3 clusters Score -267515.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -267529.718750 Penalty: 3787.829102
	Iteration 12Q: 3 clusters Score -267529.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -267538.781250 Penalty: 3787.829102
	Iteration 13Q: 3 clusters Score -267538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -267546.375000 Penalty: 3787.829102
	Iteration 14Q: 3 clusters Score -267546.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -267555.781250 Penalty: 3787.829102
	Iteration 15Q: 3 clusters Score -267555.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -267566.625000 Penalty: 3787.829102
	Iteration 16Q: 3 clusters Score -267566.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -267574.531250 Penalty: 3787.829102
	Iteration 17Q: 3 clusters Score -267574.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -267580.531250 Penalty: 3787.829102
	Iteration 18Q: 3 clusters Score -267580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -267584.500000 Penalty: 3787.829102
	Iteration 19Q: 3 clusters Score -267584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -267586.750000 Penalty: 3787.829102
	Iteration 20F: 3 clusters Score -267586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -267589.812500 Penalty: 3787.829102
	Iteration 21Q: 3 clusters Score -267589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -267589.937500 Penalty: 3787.829102
	Iteration 22Q: 3 clusters Score -267589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -267589.937500 Penalty: 3787.829102
	Iteration 23F: 3 clusters Score -267589.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25638.283203 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -25638.28 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 111 members 
Entering Unmasked Estep 
Score: -24525.927734 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -24525.93 nChanged 30
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: -24665.171875 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -24665.17 nChanged 7
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: -24694.576172 Penalty: 2718.396973
	Iteration 2Q: 3 clusters Score -24694.58 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: -24699.562500 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -24699.56 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: -24702.070312 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -24702.07 nChanged 0
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: -24702.070312 Penalty: 2718.396973
	Iteration 5F: 3 clusters Score -24702.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Entering Unmasked Estep 
Score: -610930.875000 Penalty: 2097.708984
	Iteration 0F: 2 clusters Score -610930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -606578.125000 Penalty: 4195.417969
	Iteration 0F: 3 clusters Score -606578.1 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -607619.687500 Penalty: 4195.417969
	Iteration 1F: 3 clusters Score -607619.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -607859.437500 Penalty: 4195.417969
	Iteration 2F: 3 clusters Score -607859.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -608014.687500 Penalty: 4195.417969
	Iteration 3F: 3 clusters Score -608014.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -608119.687500 Penalty: 4195.417969
	Iteration 4Q: 3 clusters Score -608119.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -608196.750000 Penalty: 4195.417969
	Iteration 5Q: 3 clusters Score -608196.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -608256.062500 Penalty: 4195.417969
	Iteration 6Q: 3 clusters Score -608256.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -608299.375000 Penalty: 4195.417969
	Iteration 7Q: 3 clusters Score -608299.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -608346.250000 Penalty: 4195.417969
	Iteration 8Q: 3 clusters Score -608346.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -608397.125000 Penalty: 4195.417969
	Iteration 9Q: 3 clusters Score -608397.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -608451.250000 Penalty: 4195.417969
	Iteration 10Q: 3 clusters Score -608451.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -608503.062500 Penalty: 4195.417969
	Iteration 11Q: 3 clusters Score -608503.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -608539.375000 Penalty: 4195.417969
	Iteration 12Q: 3 clusters Score -608539.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -608579.250000 Penalty: 4195.417969
	Iteration 13Q: 3 clusters Score -608579.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -608615.750000 Penalty: 4195.417969
	Iteration 14Q: 3 clusters Score -608615.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -608651.000000 Penalty: 4195.417969
	Iteration 15Q: 3 clusters Score -608651 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -608683.625000 Penalty: 4195.417969
	Iteration 16Q: 3 clusters Score -608683.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -608715.750000 Penalty: 4195.417969
	Iteration 17Q: 3 clusters Score -608715.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -608745.000000 Penalty: 4195.417969
	Iteration 18Q: 3 clusters Score -608745 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -608785.687500 Penalty: 4195.417969
	Iteration 19Q: 3 clusters Score -608785.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -608836.375000 Penalty: 4195.417969
	Iteration 20F: 3 clusters Score -608836.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -608882.250000 Penalty: 4195.417969
	Iteration 21Q: 3 clusters Score -608882.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -608926.937500 Penalty: 4195.417969
	Iteration 22Q: 3 clusters Score -608926.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -608976.437500 Penalty: 4195.417969
	Iteration 23Q: 3 clusters Score -608976.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -609036.812500 Penalty: 4195.417969
	Iteration 24Q: 3 clusters Score -609036.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -609111.375000 Penalty: 4195.417969
	Iteration 25Q: 3 clusters Score -609111.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -609231.250000 Penalty: 4195.417969
	Iteration 26Q: 3 clusters Score -609231.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -609428.812500 Penalty: 4195.417969
	Iteration 27Q: 3 clusters Score -609428.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -609556.562500 Penalty: 4195.417969
	Iteration 28Q: 3 clusters Score -609556.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -609631.812500 Penalty: 4195.417969
	Iteration 29Q: 3 clusters Score -609631.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -609691.062500 Penalty: 4195.417969
	Iteration 30Q: 3 clusters Score -609691.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -609744.562500 Penalty: 4195.417969
	Iteration 31Q: 3 clusters Score -609744.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -609787.312500 Penalty: 4195.417969
	Iteration 32Q: 3 clusters Score -609787.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -609806.500000 Penalty: 4195.417969
	Iteration 33Q: 3 clusters Score -609806.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -609812.375000 Penalty: 4195.417969
	Iteration 34Q: 3 clusters Score -609812.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -609819.250000 Penalty: 4195.417969
	Iteration 35Q: 3 clusters Score -609819.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -609826.062500 Penalty: 4195.417969
	Iteration 36Q: 3 clusters Score -609826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -609829.687500 Penalty: 4195.417969
	Iteration 37Q: 3 clusters Score -609829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -609834.062500 Penalty: 4195.417969
	Iteration 38Q: 3 clusters Score -609834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -609837.000000 Penalty: 4195.417969
	Iteration 39Q: 3 clusters Score -609837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -609837.687500 Penalty: 4195.417969
	Iteration 40F: 3 clusters Score -609837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -609839.687500 Penalty: 4195.417969
	Iteration 41Q: 3 clusters Score -609839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -609843.187500 Penalty: 4195.417969
	Iteration 42Q: 3 clusters Score -609843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -609843.000000 Penalty: 4195.417969
	Iteration 43Q: 3 clusters Score -609843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -609843.312500 Penalty: 4195.417969
	Iteration 44Q: 3 clusters Score -609843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -609844.562500 Penalty: 4195.417969
	Iteration 45Q: 3 clusters Score -609844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -609845.250000 Penalty: 4195.417969
	Iteration 46Q: 3 clusters Score -609845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -609845.937500 Penalty: 4195.417969
	Iteration 47Q: 3 clusters Score -609845.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -609845.937500 Penalty: 4195.417969
	Iteration 48F: 3 clusters Score -609845.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -535140.312500 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -535140.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -530920.937500 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -530920.9 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -532049.687500 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -532049.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -532335.625000 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -532335.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -532533.312500 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -532533.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -532667.000000 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -532667 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -532769.187500 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -532769.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -532871.500000 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -532871.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -532985.750000 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -532985.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -533116.687500 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -533116.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -533233.625000 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -533233.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -533301.687500 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -533301.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -533362.187500 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -533362.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -533416.625000 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -533416.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -533461.312500 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -533461.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -533501.187500 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -533501.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -533537.687500 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -533537.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -533580.937500 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -533580.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -533603.250000 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -533603.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -533622.187500 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -533622.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -533641.250000 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -533641.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -533659.375000 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -533659.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -533684.625000 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -533684.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -533704.437500 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -533704.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -533724.000000 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -533724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -533737.750000 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -533737.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -533752.812500 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -533752.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -533769.812500 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -533769.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -533782.437500 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -533782.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -533790.687500 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -533790.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -533794.937500 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -533794.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -533800.625000 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -533800.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -533806.937500 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -533806.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -533811.250000 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -533811.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -533814.125000 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -533814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -533815.312500 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -533815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -533816.750000 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -533816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -533817.562500 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -533817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -533820.000000 Penalty: 4183.278320
	Iteration 37Q: 3 clusters Score -533820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -533819.812500 Penalty: 4183.278320
	Iteration 38Q: 3 clusters Score -533819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -533820.687500 Penalty: 4183.278320
	Iteration 39Q: 3 clusters Score -533820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -533821.312500 Penalty: 4183.278320
	Iteration 40F: 3 clusters Score -533821.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -405933.187500 Penalty: 2001.352173
	Iteration 0F: 2 clusters Score -405933.2 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 1598 members 
Entering Unmasked Estep 
Score: -402526.500000 Penalty: 4002.704346
	Iteration 0F: 3 clusters Score -402526.5 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -403265.812500 Penalty: 4002.704346
	Iteration 1F: 3 clusters Score -403265.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -403452.531250 Penalty: 4002.704346
	Iteration 2F: 3 clusters Score -403452.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -403557.000000 Penalty: 4002.704346
	Iteration 3Q: 3 clusters Score -403557 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -403666.656250 Penalty: 4002.704346
	Iteration 4Q: 3 clusters Score -403666.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -403820.468750 Penalty: 4002.704346
	Iteration 5Q: 3 clusters Score -403820.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -404022.468750 Penalty: 4002.704346
	Iteration 6Q: 3 clusters Score -404022.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -404312.781250 Penalty: 4002.704346
	Iteration 7F: 3 clusters Score -404312.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -404805.625000 Penalty: 4002.704346
	Iteration 8F: 3 clusters Score -404805.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -405537.875000 Penalty: 4002.704346
	Iteration 9F: 3 clusters Score -405537.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -406392.531250 Penalty: 4002.704346
	Iteration 10F: 3 clusters Score -406392.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -407031.875000 Penalty: 4002.704346
	Iteration 11F: 3 clusters Score -407031.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -407175.843750 Penalty: 4002.704346
	Iteration 12Q: 3 clusters Score -407175.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -407205.843750 Penalty: 4002.704346
	Iteration 13Q: 3 clusters Score -407205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -407216.000000 Penalty: 4002.704346
	Iteration 14Q: 3 clusters Score -407216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -407218.062500 Penalty: 4002.704346
	Iteration 15Q: 3 clusters Score -407218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -407218.312500 Penalty: 4002.704346
	Iteration 16Q: 3 clusters Score -407218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -407218.312500 Penalty: 4002.704346
	Iteration 17F: 3 clusters Score -407218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40571 members 
Mstep: Class 9 contains 156305 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 31058 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105746 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70808 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 1168 members 
Entering Unmasked Estep 
Score: -77990976.000000 Penalty: 109260.546875
Splitting cluster 28 changes total score from -77991536.000000 to -77990976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (17563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Entering Unmasked Estep 
Score: -2238751.000000 Penalty: 2423.840332
	Iteration 0F: 2 clusters Score -2238751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2226161.250000 Penalty: 4847.680664
	Iteration 0F: 3 clusters Score -2226161 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2230217.750000 Penalty: 4847.680664
	Iteration 1F: 3 clusters Score -2230218 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2230608.750000 Penalty: 4847.680664
	Iteration 2F: 3 clusters Score -2230609 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2230921.750000 Penalty: 4847.680664
	Iteration 3Q: 3 clusters Score -2230922 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2231204.500000 Penalty: 4847.680664
	Iteration 4Q: 3 clusters Score -2231204 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2231465.500000 Penalty: 4847.680664
	Iteration 5Q: 3 clusters Score -2231466 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2231718.000000 Penalty: 4847.680664
	Iteration 6Q: 3 clusters Score -2231718 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2231953.500000 Penalty: 4847.680664
	Iteration 7Q: 3 clusters Score -2231954 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2232223.000000 Penalty: 4847.680664
	Iteration 8Q: 3 clusters Score -2232223 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2232538.000000 Penalty: 4847.680664
	Iteration 9Q: 3 clusters Score -2232538 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2232898.250000 Penalty: 4847.680664
	Iteration 10Q: 3 clusters Score -2232898 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2233255.000000 Penalty: 4847.680664
	Iteration 11Q: 3 clusters Score -2233255 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2233655.750000 Penalty: 4847.680664
	Iteration 12Q: 3 clusters Score -2233656 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2234061.000000 Penalty: 4847.680664
	Iteration 13Q: 3 clusters Score -2234061 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2234392.500000 Penalty: 4847.680664
	Iteration 14Q: 3 clusters Score -2234392 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2234680.500000 Penalty: 4847.680664
	Iteration 15Q: 3 clusters Score -2234680 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2234862.250000 Penalty: 4847.680664
	Iteration 16Q: 3 clusters Score -2234862 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2234975.500000 Penalty: 4847.680664
	Iteration 17Q: 3 clusters Score -2234976 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2235054.250000 Penalty: 4847.680664
	Iteration 18Q: 3 clusters Score -2235054 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2235113.250000 Penalty: 4847.680664
	Iteration 19Q: 3 clusters Score -2235113 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2235168.500000 Penalty: 4847.680664
	Iteration 20F: 3 clusters Score -2235168 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2235219.750000 Penalty: 4847.680664
	Iteration 21Q: 3 clusters Score -2235220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2235257.250000 Penalty: 4847.680664
	Iteration 22Q: 3 clusters Score -2235257 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2235285.750000 Penalty: 4847.680664
	Iteration 23Q: 3 clusters Score -2235286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2235325.500000 Penalty: 4847.680664
	Iteration 24Q: 3 clusters Score -2235326 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2235350.500000 Penalty: 4847.680664
	Iteration 25Q: 3 clusters Score -2235350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2235383.250000 Penalty: 4847.680664
	Iteration 26Q: 3 clusters Score -2235383 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2235416.250000 Penalty: 4847.680664
	Iteration 27Q: 3 clusters Score -2235416 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2235465.500000 Penalty: 4847.680664
	Iteration 28Q: 3 clusters Score -2235466 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2235518.000000 Penalty: 4847.680664
	Iteration 29Q: 3 clusters Score -2235518 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2235559.500000 Penalty: 4847.680664
	Iteration 30Q: 3 clusters Score -2235560 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2235590.500000 Penalty: 4847.680664
	Iteration 31Q: 3 clusters Score -2235590 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2235617.500000 Penalty: 4847.680664
	Iteration 32Q: 3 clusters Score -2235618 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2235646.750000 Penalty: 4847.680664
	Iteration 33Q: 3 clusters Score -2235647 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2235661.000000 Penalty: 4847.680664
	Iteration 34Q: 3 clusters Score -2235661 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2235688.000000 Penalty: 4847.680664
	Iteration 35Q: 3 clusters Score -2235688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2235702.500000 Penalty: 4847.680664
	Iteration 36Q: 3 clusters Score -2235702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2235722.750000 Penalty: 4847.680664
	Iteration 37Q: 3 clusters Score -2235723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2235728.500000 Penalty: 4847.680664
	Iteration 38Q: 3 clusters Score -2235728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2235745.500000 Penalty: 4847.680664
	Iteration 39Q: 3 clusters Score -2235746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2235766.500000 Penalty: 4847.680664
	Iteration 40F: 3 clusters Score -2235766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2235782.500000 Penalty: 4847.680664
	Iteration 41Q: 3 clusters Score -2235782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2235799.500000 Penalty: 4847.680664
	Iteration 42Q: 3 clusters Score -2235800 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2235812.750000 Penalty: 4847.680664
	Iteration 43Q: 3 clusters Score -2235813 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2235827.750000 Penalty: 4847.680664
	Iteration 44Q: 3 clusters Score -2235828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2235843.000000 Penalty: 4847.680664
	Iteration 45Q: 3 clusters Score -2235843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2235859.000000 Penalty: 4847.680664
	Iteration 46Q: 3 clusters Score -2235859 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2235880.750000 Penalty: 4847.680664
	Iteration 47Q: 3 clusters Score -2235881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2235902.750000 Penalty: 4847.680664
	Iteration 48Q: 3 clusters Score -2235903 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2235923.750000 Penalty: 4847.680664
	Iteration 49Q: 3 clusters Score -2235924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2235950.500000 Penalty: 4847.680664
	Iteration 50Q: 3 clusters Score -2235950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2235975.000000 Penalty: 4847.680664
	Iteration 51Q: 3 clusters Score -2235975 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2236011.250000 Penalty: 4847.680664
	Iteration 52Q: 3 clusters Score -2236011 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2236041.000000 Penalty: 4847.680664
	Iteration 53Q: 3 clusters Score -2236041 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2236066.250000 Penalty: 4847.680664
	Iteration 54Q: 3 clusters Score -2236066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2236090.500000 Penalty: 4847.680664
	Iteration 55Q: 3 clusters Score -2236090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2236118.750000 Penalty: 4847.680664
	Iteration 56Q: 3 clusters Score -2236119 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2236145.000000 Penalty: 4847.680664
	Iteration 57Q: 3 clusters Score -2236145 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2236166.000000 Penalty: 4847.680664
	Iteration 58Q: 3 clusters Score -2236166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2236179.250000 Penalty: 4847.680664
	Iteration 59Q: 3 clusters Score -2236179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2236187.750000 Penalty: 4847.680664
	Iteration 60F: 3 clusters Score -2236188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2236205.250000 Penalty: 4847.680664
	Iteration 61Q: 3 clusters Score -2236205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2236226.000000 Penalty: 4847.680664
	Iteration 62Q: 3 clusters Score -2236226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2236236.000000 Penalty: 4847.680664
	Iteration 63Q: 3 clusters Score -2236236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2236265.750000 Penalty: 4847.680664
	Iteration 64Q: 3 clusters Score -2236266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2236286.000000 Penalty: 4847.680664
	Iteration 65Q: 3 clusters Score -2236286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2236303.000000 Penalty: 4847.680664
	Iteration 66Q: 3 clusters Score -2236303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2236321.750000 Penalty: 4847.680664
	Iteration 67Q: 3 clusters Score -2236322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2236340.500000 Penalty: 4847.680664
	Iteration 68Q: 3 clusters Score -2236340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2236355.750000 Penalty: 4847.680664
	Iteration 69Q: 3 clusters Score -2236356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2236368.250000 Penalty: 4847.680664
	Iteration 70Q: 3 clusters Score -2236368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2236385.750000 Penalty: 4847.680664
	Iteration 71Q: 3 clusters Score -2236386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2236401.500000 Penalty: 4847.680664
	Iteration 72Q: 3 clusters Score -2236402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2236410.000000 Penalty: 4847.680664
	Iteration 73Q: 3 clusters Score -2236410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2236420.750000 Penalty: 4847.680664
	Iteration 74Q: 3 clusters Score -2236421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2236431.250000 Penalty: 4847.680664
	Iteration 75Q: 3 clusters Score -2236431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2236441.250000 Penalty: 4847.680664
	Iteration 76Q: 3 clusters Score -2236441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2236448.000000 Penalty: 4847.680664
	Iteration 77Q: 3 clusters Score -2236448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2236457.250000 Penalty: 4847.680664
	Iteration 78Q: 3 clusters Score -2236457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2236462.750000 Penalty: 4847.680664
	Iteration 79Q: 3 clusters Score -2236463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2236481.250000 Penalty: 4847.680664
	Iteration 80F: 3 clusters Score -2236481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2236490.250000 Penalty: 4847.680664
	Iteration 81Q: 3 clusters Score -2236490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2236495.250000 Penalty: 4847.680664
	Iteration 82Q: 3 clusters Score -2236495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2236504.500000 Penalty: 4847.680664
	Iteration 83Q: 3 clusters Score -2236504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2236522.750000 Penalty: 4847.680664
	Iteration 84Q: 3 clusters Score -2236523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2236540.500000 Penalty: 4847.680664
	Iteration 85Q: 3 clusters Score -2236540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2236570.750000 Penalty: 4847.680664
	Iteration 86Q: 3 clusters Score -2236571 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2236607.250000 Penalty: 4847.680664
	Iteration 87Q: 3 clusters Score -2236607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2236635.500000 Penalty: 4847.680664
	Iteration 88Q: 3 clusters Score -2236636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2236671.000000 Penalty: 4847.680664
	Iteration 89Q: 3 clusters Score -2236671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2236693.750000 Penalty: 4847.680664
	Iteration 90Q: 3 clusters Score -2236694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2236719.000000 Penalty: 4847.680664
	Iteration 91Q: 3 clusters Score -2236719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2236727.250000 Penalty: 4847.680664
	Iteration 92Q: 3 clusters Score -2236727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2236743.000000 Penalty: 4847.680664
	Iteration 93Q: 3 clusters Score -2236743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2236759.000000 Penalty: 4847.680664
	Iteration 94Q: 3 clusters Score -2236759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2236765.500000 Penalty: 4847.680664
	Iteration 95Q: 3 clusters Score -2236766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2236777.500000 Penalty: 4847.680664
	Iteration 96Q: 3 clusters Score -2236778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2236783.500000 Penalty: 4847.680664
	Iteration 97Q: 3 clusters Score -2236784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2236789.750000 Penalty: 4847.680664
	Iteration 98Q: 3 clusters Score -2236790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2236794.000000 Penalty: 4847.680664
	Iteration 99Q: 3 clusters Score -2236794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2236794.750000 Penalty: 4847.680664
	Iteration 100F: 3 clusters Score -2236795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2236800.500000 Penalty: 4847.680664
	Iteration 101Q: 3 clusters Score -2236800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2236802.250000 Penalty: 4847.680664
	Iteration 102Q: 3 clusters Score -2236802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2236804.500000 Penalty: 4847.680664
	Iteration 103Q: 3 clusters Score -2236804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2236807.000000 Penalty: 4847.680664
	Iteration 104Q: 3 clusters Score -2236807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2236807.000000 Penalty: 4847.680664
	Iteration 105F: 3 clusters Score -2236807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -521121.000000 Penalty: 2073.413818
	Iteration 0F: 2 clusters Score -521121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -517055.218750 Penalty: 4146.827637
	Iteration 0F: 3 clusters Score -517055.2 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -517916.343750 Penalty: 4146.827637
	Iteration 1F: 3 clusters Score -517916.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -518099.531250 Penalty: 4146.827637
	Iteration 2F: 3 clusters Score -518099.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -518212.718750 Penalty: 4146.827637
	Iteration 3Q: 3 clusters Score -518212.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -518296.687500 Penalty: 4146.827637
	Iteration 4Q: 3 clusters Score -518296.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -518352.312500 Penalty: 4146.827637
	Iteration 5Q: 3 clusters Score -518352.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -518411.750000 Penalty: 4146.827637
	Iteration 6Q: 3 clusters Score -518411.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -518475.562500 Penalty: 4146.827637
	Iteration 7Q: 3 clusters Score -518475.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -518542.875000 Penalty: 4146.827637
	Iteration 8Q: 3 clusters Score -518542.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -518630.250000 Penalty: 4146.827637
	Iteration 9Q: 3 clusters Score -518630.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -518712.656250 Penalty: 4146.827637
	Iteration 10Q: 3 clusters Score -518712.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -518795.468750 Penalty: 4146.827637
	Iteration 11Q: 3 clusters Score -518795.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -518878.781250 Penalty: 4146.827637
	Iteration 12Q: 3 clusters Score -518878.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -518983.281250 Penalty: 4146.827637
	Iteration 13Q: 3 clusters Score -518983.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -519096.000000 Penalty: 4146.827637
	Iteration 14Q: 3 clusters Score -519096 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -519187.718750 Penalty: 4146.827637
	Iteration 15Q: 3 clusters Score -519187.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -519260.468750 Penalty: 4146.827637
	Iteration 16Q: 3 clusters Score -519260.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -519316.687500 Penalty: 4146.827637
	Iteration 17Q: 3 clusters Score -519316.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -519364.937500 Penalty: 4146.827637
	Iteration 18Q: 3 clusters Score -519364.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -519413.093750 Penalty: 4146.827637
	Iteration 19Q: 3 clusters Score -519413.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -519447.250000 Penalty: 4146.827637
	Iteration 20F: 3 clusters Score -519447.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -519479.781250 Penalty: 4146.827637
	Iteration 21Q: 3 clusters Score -519479.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -519509.031250 Penalty: 4146.827637
	Iteration 22Q: 3 clusters Score -519509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -519536.625000 Penalty: 4146.827637
	Iteration 23Q: 3 clusters Score -519536.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -519559.250000 Penalty: 4146.827637
	Iteration 24Q: 3 clusters Score -519559.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -519574.125000 Penalty: 4146.827637
	Iteration 25Q: 3 clusters Score -519574.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -519585.593750 Penalty: 4146.827637
	Iteration 26Q: 3 clusters Score -519585.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -519592.031250 Penalty: 4146.827637
	Iteration 27Q: 3 clusters Score -519592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -519601.250000 Penalty: 4146.827637
	Iteration 28Q: 3 clusters Score -519601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -519609.218750 Penalty: 4146.827637
	Iteration 29Q: 3 clusters Score -519609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -519616.031250 Penalty: 4146.827637
	Iteration 30Q: 3 clusters Score -519616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -519622.281250 Penalty: 4146.827637
	Iteration 31Q: 3 clusters Score -519622.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -519626.625000 Penalty: 4146.827637
	Iteration 32Q: 3 clusters Score -519626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -519629.375000 Penalty: 4146.827637
	Iteration 33Q: 3 clusters Score -519629.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -519632.031250 Penalty: 4146.827637
	Iteration 34Q: 3 clusters Score -519632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -519632.343750 Penalty: 4146.827637
	Iteration 35Q: 3 clusters Score -519632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -519633.031250 Penalty: 4146.827637
	Iteration 36Q: 3 clusters Score -519633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -519633.031250 Penalty: 4146.827637
	Iteration 37F: 3 clusters Score -519633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -38072.011719 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -38072.01 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 171 members 
Entering Unmasked Estep 
Score: -36913.078125 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -36913.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37038.515625 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -37038.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37065.949219 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -37065.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37068.742188 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -37068.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37073.515625 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -37073.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37073.515625 Penalty: 2882.325928
	Iteration 5F: 3 clusters Score -37073.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -104725.539062 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -104725.5 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 458 members 
Entering Unmasked Estep 
Score: -102946.710938 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -102946.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103323.585938 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -103323.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103542.828125 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -103542.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103718.718750 Penalty: 3354.886963
	Iteration 3F: 3 clusters Score -103718.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103864.250000 Penalty: 3354.886963
	Iteration 4F: 3 clusters Score -103864.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103997.765625 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -103997.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -104109.523438 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -104109.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -104189.445312 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -104189.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104247.539062 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -104247.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104290.843750 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -104290.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -104332.703125 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -104332.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -104367.515625 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -104367.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104397.710938 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -104397.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104410.296875 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -104410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -104415.859375 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -104415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -104418.664062 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -104418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -104418.664062 Penalty: 3354.886963
	Iteration 16F: 3 clusters Score -104418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40571 members 
Mstep: Class 9 contains 156305 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 31058 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105746 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70808 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991552.000000 Penalty: 105949.625000
Iteration 199Q: 33 clusters Score -7.799155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40571 members 
Mstep: Class 9 contains 156305 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7748 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105748 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70809 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991536.000000 Penalty: 105949.625000
Iteration 200F: 33 clusters Score -7.799154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52988 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 156305 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 31060 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105753 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70808 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4714 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991536.000000 Penalty: 105949.625000
Iteration 201Q: 33 clusters Score -7.799154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52988 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 31061 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105756 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70806 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4713 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17564 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991576.000000 Penalty: 105949.625000
Iteration 202Q: 33 clusters Score -7.799158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7738 members 
Mstep: Class 12 contains 31060 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105757 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17566 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991568.000000 Penalty: 105949.625000
Iteration 203Q: 33 clusters Score -7.799157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105759 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17566 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991568.000000 Penalty: 105949.625000
Iteration 204Q: 33 clusters Score -7.799157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7735 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105761 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991552.000000 Penalty: 105949.625000
Iteration 205Q: 33 clusters Score -7.799155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7733 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105763 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991568.000000 Penalty: 105949.625000
Iteration 206Q: 33 clusters Score -7.799157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7730 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105766 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991552.000000 Penalty: 105949.625000
Iteration 207Q: 33 clusters Score -7.799155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7726 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105770 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991544.000000 Penalty: 105949.625000
Iteration 208Q: 33 clusters Score -7.799154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7721 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105775 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991560.000000 Penalty: 105949.625000
Iteration 209Q: 33 clusters Score -7.799156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7717 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105779 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991584.000000 Penalty: 105949.625000
Iteration 210Q: 33 clusters Score -7.799158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7717 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105779 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991584.000000 Penalty: 105949.625000
Iteration 211Q: 33 clusters Score -7.799158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156306 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7716 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105780 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991576.000000 Penalty: 105949.625000
Iteration 212Q: 33 clusters Score -7.799158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156307 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7713 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105782 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991592.000000 Penalty: 105949.625000
Iteration 213Q: 33 clusters Score -7.799159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156308 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7711 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105783 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70805 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991608.000000 Penalty: 105949.625000
Iteration 214Q: 33 clusters Score -7.799161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156309 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105784 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70804 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991592.000000 Penalty: 105949.625000
Iteration 215Q: 33 clusters Score -7.799159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156310 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105783 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70804 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991600.000000 Penalty: 105949.625000
Iteration 216Q: 33 clusters Score -7.79916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156310 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105783 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70804 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991600.000000 Penalty: 105949.625000
Iteration 217F: 33 clusters Score -7.79916e+07 nChanged 0
Entering ConstructFrom: 
Score: -77991600.000000 Penalty: 105949.625000
Entering ConstructFrom: 
Trying to split cluster 1 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -322123.750000 Penalty: 1966.869507
	Iteration 0F: 2 clusters Score -322123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -319097.593750 Penalty: 3933.739014
	Iteration 0F: 3 clusters Score -319097.6 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -320066.656250 Penalty: 3933.739014
	Iteration 1F: 3 clusters Score -320066.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -320935.500000 Penalty: 3933.739014
	Iteration 2F: 3 clusters Score -320935.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -321820.468750 Penalty: 3933.739014
	Iteration 3F: 3 clusters Score -321820.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -322281.687500 Penalty: 3933.739014
	Iteration 4F: 3 clusters Score -322281.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -322518.687500 Penalty: 3933.739014
	Iteration 5F: 3 clusters Score -322518.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -322611.750000 Penalty: 3933.739014
	Iteration 6Q: 3 clusters Score -322611.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -322654.593750 Penalty: 3933.739014
	Iteration 7Q: 3 clusters Score -322654.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -322678.406250 Penalty: 3933.739014
	Iteration 8Q: 3 clusters Score -322678.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -322691.937500 Penalty: 3933.739014
	Iteration 9Q: 3 clusters Score -322691.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -322705.500000 Penalty: 3933.739014
	Iteration 10Q: 3 clusters Score -322705.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -322712.218750 Penalty: 3933.739014
	Iteration 11Q: 3 clusters Score -322712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -322718.843750 Penalty: 3933.739014
	Iteration 12Q: 3 clusters Score -322718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -322721.250000 Penalty: 3933.739014
	Iteration 13Q: 3 clusters Score -322721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -322722.625000 Penalty: 3933.739014
	Iteration 14Q: 3 clusters Score -322722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -322722.625000 Penalty: 3933.739014
	Iteration 15F: 3 clusters Score -322722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156310 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105783 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70804 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 347 members 
Entering Unmasked Estep 
Score: -77990856.000000 Penalty: 109260.546875
Splitting cluster 1 changes total score from -77991600.000000 to -77990856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Entering Unmasked Estep 
Score: -1212129.625000 Penalty: 2268.819336
	Iteration 0F: 2 clusters Score -1212130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1204883.750000 Penalty: 4537.638672
	Iteration 0F: 3 clusters Score -1204884 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1207046.625000 Penalty: 4537.638672
	Iteration 1F: 3 clusters Score -1207047 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1207496.750000 Penalty: 4537.638672
	Iteration 2F: 3 clusters Score -1207497 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1207953.125000 Penalty: 4537.638672
	Iteration 3F: 3 clusters Score -1207953 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1208437.875000 Penalty: 4537.638672
	Iteration 4F: 3 clusters Score -1208438 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1208916.875000 Penalty: 4537.638672
	Iteration 5F: 3 clusters Score -1208917 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1209360.750000 Penalty: 4537.638672
	Iteration 6F: 3 clusters Score -1209361 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1209673.000000 Penalty: 4537.638672
	Iteration 7F: 3 clusters Score -1209673 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1209879.000000 Penalty: 4537.638672
	Iteration 8Q: 3 clusters Score -1209879 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1210033.625000 Penalty: 4537.638672
	Iteration 9Q: 3 clusters Score -1210034 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1210130.625000 Penalty: 4537.638672
	Iteration 10Q: 3 clusters Score -1210131 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1210208.000000 Penalty: 4537.638672
	Iteration 11Q: 3 clusters Score -1210208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1210267.625000 Penalty: 4537.638672
	Iteration 12Q: 3 clusters Score -1210268 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1210313.250000 Penalty: 4537.638672
	Iteration 13Q: 3 clusters Score -1210313 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1210347.125000 Penalty: 4537.638672
	Iteration 14Q: 3 clusters Score -1210347 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1210378.875000 Penalty: 4537.638672
	Iteration 15Q: 3 clusters Score -1210379 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1210419.500000 Penalty: 4537.638672
	Iteration 16Q: 3 clusters Score -1210420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1210461.000000 Penalty: 4537.638672
	Iteration 17Q: 3 clusters Score -1210461 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1210497.000000 Penalty: 4537.638672
	Iteration 18Q: 3 clusters Score -1210497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1210524.375000 Penalty: 4537.638672
	Iteration 19Q: 3 clusters Score -1210524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1210549.500000 Penalty: 4537.638672
	Iteration 20F: 3 clusters Score -1210550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1210575.125000 Penalty: 4537.638672
	Iteration 21Q: 3 clusters Score -1210575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1210587.000000 Penalty: 4537.638672
	Iteration 22Q: 3 clusters Score -1210587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1210598.875000 Penalty: 4537.638672
	Iteration 23Q: 3 clusters Score -1210599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1210606.500000 Penalty: 4537.638672
	Iteration 24Q: 3 clusters Score -1210606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1210616.875000 Penalty: 4537.638672
	Iteration 25Q: 3 clusters Score -1210617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1210624.000000 Penalty: 4537.638672
	Iteration 26Q: 3 clusters Score -1210624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1210628.000000 Penalty: 4537.638672
	Iteration 27Q: 3 clusters Score -1210628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1210637.000000 Penalty: 4537.638672
	Iteration 28Q: 3 clusters Score -1210637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1210638.000000 Penalty: 4537.638672
	Iteration 29Q: 3 clusters Score -1210638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1210648.000000 Penalty: 4537.638672
	Iteration 30Q: 3 clusters Score -1210648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1210650.375000 Penalty: 4537.638672
	Iteration 31Q: 3 clusters Score -1210650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1210651.875000 Penalty: 4537.638672
	Iteration 32Q: 3 clusters Score -1210652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1210654.875000 Penalty: 4537.638672
	Iteration 33Q: 3 clusters Score -1210655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1210654.750000 Penalty: 4537.638672
	Iteration 34Q: 3 clusters Score -1210655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1210656.875000 Penalty: 4537.638672
	Iteration 35Q: 3 clusters Score -1210657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1210658.625000 Penalty: 4537.638672
	Iteration 36Q: 3 clusters Score -1210659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1210659.375000 Penalty: 4537.638672
	Iteration 37Q: 3 clusters Score -1210659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1210662.625000 Penalty: 4537.638672
	Iteration 38Q: 3 clusters Score -1210663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1210661.875000 Penalty: 4537.638672
	Iteration 39Q: 3 clusters Score -1210662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1210661.625000 Penalty: 4537.638672
	Iteration 40F: 3 clusters Score -1210662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1210662.250000 Penalty: 4537.638672
	Iteration 41Q: 3 clusters Score -1210662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1210663.000000 Penalty: 4537.638672
	Iteration 42Q: 3 clusters Score -1210663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1210666.125000 Penalty: 4537.638672
	Iteration 43Q: 3 clusters Score -1210666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1210668.375000 Penalty: 4537.638672
	Iteration 44Q: 3 clusters Score -1210668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1210670.875000 Penalty: 4537.638672
	Iteration 45Q: 3 clusters Score -1210671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1210672.875000 Penalty: 4537.638672
	Iteration 46Q: 3 clusters Score -1210673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1210674.750000 Penalty: 4537.638672
	Iteration 47Q: 3 clusters Score -1210675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1210676.500000 Penalty: 4537.638672
	Iteration 48Q: 3 clusters Score -1210676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1210676.875000 Penalty: 4537.638672
	Iteration 49Q: 3 clusters Score -1210677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1210679.250000 Penalty: 4537.638672
	Iteration 50Q: 3 clusters Score -1210679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1210679.250000 Penalty: 4537.638672
	Iteration 51F: 3 clusters Score -1210679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Entering Unmasked Estep 
Score: -4075110.250000 Penalty: 2572.222656
	Iteration 0F: 2 clusters Score -4075110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -4053186.250000 Penalty: 5144.445312
	Iteration 0F: 3 clusters Score -4053186 nChanged 14546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -4061169.000000 Penalty: 5144.445312
	Iteration 1F: 3 clusters Score -4061169 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4061635.000000 Penalty: 5144.445312
	Iteration 2Q: 3 clusters Score -4061635 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4062066.500000 Penalty: 5144.445312
	Iteration 3Q: 3 clusters Score -4062066 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4062460.000000 Penalty: 5144.445312
	Iteration 4Q: 3 clusters Score -4062460 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4062923.000000 Penalty: 5144.445312
	Iteration 5Q: 3 clusters Score -4062923 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4063425.750000 Penalty: 5144.445312
	Iteration 6Q: 3 clusters Score -4063426 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4064146.500000 Penalty: 5144.445312
	Iteration 7Q: 3 clusters Score -4064146 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4065162.750000 Penalty: 5144.445312
	Iteration 8F: 3 clusters Score -4065163 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4066524.000000 Penalty: 5144.445312
	Iteration 9F: 3 clusters Score -4066524 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -4068082.500000 Penalty: 5144.445312
	Iteration 10F: 3 clusters Score -4068082 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -4069534.500000 Penalty: 5144.445312
	Iteration 11F: 3 clusters Score -4069534 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4070785.500000 Penalty: 5144.445312
	Iteration 12Q: 3 clusters Score -4070786 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -4071594.750000 Penalty: 5144.445312
	Iteration 13Q: 3 clusters Score -4071595 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -4072126.250000 Penalty: 5144.445312
	Iteration 14Q: 3 clusters Score -4072126 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -4072403.750000 Penalty: 5144.445312
	Iteration 15Q: 3 clusters Score -4072404 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4072561.000000 Penalty: 5144.445312
	Iteration 16Q: 3 clusters Score -4072561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -4072660.250000 Penalty: 5144.445312
	Iteration 17Q: 3 clusters Score -4072660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4072721.750000 Penalty: 5144.445312
	Iteration 18Q: 3 clusters Score -4072722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4072757.250000 Penalty: 5144.445312
	Iteration 19Q: 3 clusters Score -4072757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4072783.500000 Penalty: 5144.445312
	Iteration 20F: 3 clusters Score -4072784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4072803.250000 Penalty: 5144.445312
	Iteration 21Q: 3 clusters Score -4072803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4072821.500000 Penalty: 5144.445312
	Iteration 22Q: 3 clusters Score -4072822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4072827.000000 Penalty: 5144.445312
	Iteration 23Q: 3 clusters Score -4072827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4072832.750000 Penalty: 5144.445312
	Iteration 24Q: 3 clusters Score -4072833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4072841.500000 Penalty: 5144.445312
	Iteration 25Q: 3 clusters Score -4072842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4072855.750000 Penalty: 5144.445312
	Iteration 26Q: 3 clusters Score -4072856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4072860.750000 Penalty: 5144.445312
	Iteration 27Q: 3 clusters Score -4072861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -4072871.500000 Penalty: 5144.445312
	Iteration 28Q: 3 clusters Score -4072872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -4072880.000000 Penalty: 5144.445312
	Iteration 29Q: 3 clusters Score -4072880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4072882.500000 Penalty: 5144.445312
	Iteration 30Q: 3 clusters Score -4072882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4072884.750000 Penalty: 5144.445312
	Iteration 31Q: 3 clusters Score -4072885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4072888.000000 Penalty: 5144.445312
	Iteration 32Q: 3 clusters Score -4072888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4072889.750000 Penalty: 5144.445312
	Iteration 33Q: 3 clusters Score -4072890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4072889.750000 Penalty: 5144.445312
	Iteration 34F: 3 clusters Score -4072890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -1067862.375000 Penalty: 2259.518555
	Iteration 0F: 2 clusters Score -1067862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1060744.125000 Penalty: 4519.037109
	Iteration 0F: 3 clusters Score -1060744 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1062837.500000 Penalty: 4519.037109
	Iteration 1F: 3 clusters Score -1062838 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1063228.500000 Penalty: 4519.037109
	Iteration 2F: 3 clusters Score -1063228 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1063544.500000 Penalty: 4519.037109
	Iteration 3F: 3 clusters Score -1063544 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1063845.250000 Penalty: 4519.037109
	Iteration 4F: 3 clusters Score -1063845 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1064135.125000 Penalty: 4519.037109
	Iteration 5Q: 3 clusters Score -1064135 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1064413.625000 Penalty: 4519.037109
	Iteration 6Q: 3 clusters Score -1064414 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1064659.750000 Penalty: 4519.037109
	Iteration 7Q: 3 clusters Score -1064660 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1064843.375000 Penalty: 4519.037109
	Iteration 8Q: 3 clusters Score -1064843 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1064988.750000 Penalty: 4519.037109
	Iteration 9Q: 3 clusters Score -1064989 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1065100.125000 Penalty: 4519.037109
	Iteration 10Q: 3 clusters Score -1065100 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1065189.000000 Penalty: 4519.037109
	Iteration 11Q: 3 clusters Score -1065189 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1065260.500000 Penalty: 4519.037109
	Iteration 12Q: 3 clusters Score -1065260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1065308.375000 Penalty: 4519.037109
	Iteration 13Q: 3 clusters Score -1065308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1065346.125000 Penalty: 4519.037109
	Iteration 14Q: 3 clusters Score -1065346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1065376.000000 Penalty: 4519.037109
	Iteration 15Q: 3 clusters Score -1065376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1065407.125000 Penalty: 4519.037109
	Iteration 16Q: 3 clusters Score -1065407 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1065433.750000 Penalty: 4519.037109
	Iteration 17Q: 3 clusters Score -1065434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1065461.500000 Penalty: 4519.037109
	Iteration 18Q: 3 clusters Score -1065462 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1065489.125000 Penalty: 4519.037109
	Iteration 19Q: 3 clusters Score -1065489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1065514.875000 Penalty: 4519.037109
	Iteration 20F: 3 clusters Score -1065515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1065528.250000 Penalty: 4519.037109
	Iteration 21Q: 3 clusters Score -1065528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1065544.375000 Penalty: 4519.037109
	Iteration 22Q: 3 clusters Score -1065544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1065561.625000 Penalty: 4519.037109
	Iteration 23Q: 3 clusters Score -1065562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1065582.875000 Penalty: 4519.037109
	Iteration 24Q: 3 clusters Score -1065583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1065604.375000 Penalty: 4519.037109
	Iteration 25Q: 3 clusters Score -1065604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1065620.500000 Penalty: 4519.037109
	Iteration 26Q: 3 clusters Score -1065620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1065629.125000 Penalty: 4519.037109
	Iteration 27Q: 3 clusters Score -1065629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1065643.750000 Penalty: 4519.037109
	Iteration 28Q: 3 clusters Score -1065644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1065652.625000 Penalty: 4519.037109
	Iteration 29Q: 3 clusters Score -1065653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1065663.250000 Penalty: 4519.037109
	Iteration 30Q: 3 clusters Score -1065663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1065671.375000 Penalty: 4519.037109
	Iteration 31Q: 3 clusters Score -1065671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1065678.875000 Penalty: 4519.037109
	Iteration 32Q: 3 clusters Score -1065679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1065679.875000 Penalty: 4519.037109
	Iteration 33Q: 3 clusters Score -1065680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1065682.250000 Penalty: 4519.037109
	Iteration 34Q: 3 clusters Score -1065682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1065684.625000 Penalty: 4519.037109
	Iteration 35Q: 3 clusters Score -1065685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1065686.625000 Penalty: 4519.037109
	Iteration 36Q: 3 clusters Score -1065687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1065692.250000 Penalty: 4519.037109
	Iteration 37Q: 3 clusters Score -1065692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1065694.500000 Penalty: 4519.037109
	Iteration 38Q: 3 clusters Score -1065694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1065695.250000 Penalty: 4519.037109
	Iteration 39Q: 3 clusters Score -1065695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1065697.625000 Penalty: 4519.037109
	Iteration 40F: 3 clusters Score -1065698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1065700.250000 Penalty: 4519.037109
	Iteration 41Q: 3 clusters Score -1065700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1065705.375000 Penalty: 4519.037109
	Iteration 42Q: 3 clusters Score -1065705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1065706.875000 Penalty: 4519.037109
	Iteration 43Q: 3 clusters Score -1065707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1065709.250000 Penalty: 4519.037109
	Iteration 44Q: 3 clusters Score -1065709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1065709.750000 Penalty: 4519.037109
	Iteration 45Q: 3 clusters Score -1065710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1065713.875000 Penalty: 4519.037109
	Iteration 46Q: 3 clusters Score -1065714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1065715.625000 Penalty: 4519.037109
	Iteration 47Q: 3 clusters Score -1065716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1065716.875000 Penalty: 4519.037109
	Iteration 48Q: 3 clusters Score -1065717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1065721.250000 Penalty: 4519.037109
	Iteration 49Q: 3 clusters Score -1065721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1065721.500000 Penalty: 4519.037109
	Iteration 50Q: 3 clusters Score -1065722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1065719.750000 Penalty: 4519.037109
	Iteration 51Q: 3 clusters Score -1065720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1065721.500000 Penalty: 4519.037109
	Iteration 52Q: 3 clusters Score -1065722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1065720.750000 Penalty: 4519.037109
	Iteration 53Q: 3 clusters Score -1065721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1065721.125000 Penalty: 4519.037109
	Iteration 54Q: 3 clusters Score -1065721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1065723.000000 Penalty: 4519.037109
	Iteration 55Q: 3 clusters Score -1065723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1065723.500000 Penalty: 4519.037109
	Iteration 56Q: 3 clusters Score -1065724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1065723.500000 Penalty: 4519.037109
	Iteration 57F: 3 clusters Score -1065724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -152542.531250 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -152542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -150416.671875 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -150416.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -150984.828125 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -150984.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -151370.312500 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -151370.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -151662.640625 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -151662.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -151935.031250 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -151935 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -152357.546875 Penalty: 3552.164551
	Iteration 5F: 3 clusters Score -152357.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -152582.078125 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -152582.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -152671.046875 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -152671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -152718.343750 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -152718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -152745.234375 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -152745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -152755.671875 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -152755.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -152758.156250 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -152758.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152759.671875 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -152759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -152760.296875 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -152760.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -152760.296875 Penalty: 3552.164551
	Iteration 14F: 3 clusters Score -152760.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156310 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105783 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70804 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 915 members 
Entering Unmasked Estep 
Score: -77990296.000000 Penalty: 109260.546875
Splitting cluster 5 changes total score from -77991600.000000 to -77990296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (52989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Entering Unmasked Estep 
Score: -6800391.000000 Penalty: 2697.704346
	Iteration 0F: 2 clusters Score -6800391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -6764629.500000 Penalty: 5395.408691
	Iteration 0F: 3 clusters Score -6764630 nChanged 24573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -6778317.500000 Penalty: 5395.408691
	Iteration 1F: 3 clusters Score -6778318 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -6778908.500000 Penalty: 5395.408691
	Iteration 2Q: 3 clusters Score -6778908 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6779492.000000 Penalty: 5395.408691
	Iteration 3Q: 3 clusters Score -6779492 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -6780099.500000 Penalty: 5395.408691
	Iteration 4Q: 3 clusters Score -6780100 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -6780684.500000 Penalty: 5395.408691
	Iteration 5Q: 3 clusters Score -6780684 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -6781359.500000 Penalty: 5395.408691
	Iteration 6Q: 3 clusters Score -6781360 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -6782116.000000 Penalty: 5395.408691
	Iteration 7Q: 3 clusters Score -6782116 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -6783090.500000 Penalty: 5395.408691
	Iteration 8Q: 3 clusters Score -6783090 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -6784339.000000 Penalty: 5395.408691
	Iteration 9Q: 3 clusters Score -6784339 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -6785926.500000 Penalty: 5395.408691
	Iteration 10F: 3 clusters Score -6785926 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -6788044.500000 Penalty: 5395.408691
	Iteration 11F: 3 clusters Score -6788044 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -6790413.500000 Penalty: 5395.408691
	Iteration 12F: 3 clusters Score -6790414 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -6792662.000000 Penalty: 5395.408691
	Iteration 13F: 3 clusters Score -6792662 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -6794514.500000 Penalty: 5395.408691
	Iteration 14Q: 3 clusters Score -6794514 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -6795901.500000 Penalty: 5395.408691
	Iteration 15Q: 3 clusters Score -6795902 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -6796719.000000 Penalty: 5395.408691
	Iteration 16Q: 3 clusters Score -6796719 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -6797239.000000 Penalty: 5395.408691
	Iteration 17Q: 3 clusters Score -6797239 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -6797523.000000 Penalty: 5395.408691
	Iteration 18Q: 3 clusters Score -6797523 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -6797716.000000 Penalty: 5395.408691
	Iteration 19Q: 3 clusters Score -6797716 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -6797847.500000 Penalty: 5395.408691
	Iteration 20F: 3 clusters Score -6797848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -6797919.500000 Penalty: 5395.408691
	Iteration 21Q: 3 clusters Score -6797920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -6797967.000000 Penalty: 5395.408691
	Iteration 22Q: 3 clusters Score -6797967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -6797996.000000 Penalty: 5395.408691
	Iteration 23Q: 3 clusters Score -6797996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -6798026.000000 Penalty: 5395.408691
	Iteration 24Q: 3 clusters Score -6798026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -6798043.500000 Penalty: 5395.408691
	Iteration 25Q: 3 clusters Score -6798044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -6798062.000000 Penalty: 5395.408691
	Iteration 26Q: 3 clusters Score -6798062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -6798075.500000 Penalty: 5395.408691
	Iteration 27Q: 3 clusters Score -6798076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -6798075.500000 Penalty: 5395.408691
	Iteration 28Q: 3 clusters Score -6798076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -6798078.000000 Penalty: 5395.408691
	Iteration 29Q: 3 clusters Score -6798078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -6798077.500000 Penalty: 5395.408691
	Iteration 30Q: 3 clusters Score -6798078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -6798077.000000 Penalty: 5395.408691
	Iteration 31Q: 3 clusters Score -6798077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -6798076.500000 Penalty: 5395.408691
	Iteration 32Q: 3 clusters Score -6798076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -6798079.500000 Penalty: 5395.408691
	Iteration 33Q: 3 clusters Score -6798080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -6798079.000000 Penalty: 5395.408691
	Iteration 34Q: 3 clusters Score -6798079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -6798079.000000 Penalty: 5395.408691
	Iteration 35F: 3 clusters Score -6798079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -260384.781250 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -260384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -257644.625000 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -257644.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -258337.093750 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -258337.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -258616.187500 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -258616.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -258795.375000 Penalty: 3829.349121
	Iteration 3F: 3 clusters Score -258795.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -258904.390625 Penalty: 3829.349121
	Iteration 4Q: 3 clusters Score -258904.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -258974.031250 Penalty: 3829.349121
	Iteration 5Q: 3 clusters Score -258974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -259034.750000 Penalty: 3829.349121
	Iteration 6Q: 3 clusters Score -259034.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -259075.703125 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -259075.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -259120.734375 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -259120.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -259156.296875 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -259156.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -259186.328125 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -259186.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -259212.156250 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -259212.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -259237.218750 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -259237.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -259258.031250 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -259258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -259281.500000 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -259281.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -259298.828125 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -259298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -259311.859375 Penalty: 3829.349121
	Iteration 16Q: 3 clusters Score -259311.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -259319.078125 Penalty: 3829.349121
	Iteration 17Q: 3 clusters Score -259319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -259326.437500 Penalty: 3829.349121
	Iteration 18Q: 3 clusters Score -259326.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -259331.593750 Penalty: 3829.349121
	Iteration 19Q: 3 clusters Score -259331.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -259335.171875 Penalty: 3829.349121
	Iteration 20F: 3 clusters Score -259335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -259339.000000 Penalty: 3829.349121
	Iteration 21Q: 3 clusters Score -259339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -259342.671875 Penalty: 3829.349121
	Iteration 22Q: 3 clusters Score -259342.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -259343.375000 Penalty: 3829.349121
	Iteration 23Q: 3 clusters Score -259343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -259344.250000 Penalty: 3829.349121
	Iteration 24Q: 3 clusters Score -259344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -259344.890625 Penalty: 3829.349121
	Iteration 25Q: 3 clusters Score -259344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -259345.015625 Penalty: 3829.349121
	Iteration 26Q: 3 clusters Score -259345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -259345.015625 Penalty: 3829.349121
	Iteration 27F: 3 clusters Score -259345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Entering Unmasked Estep 
Score: -5153849.000000 Penalty: 2631.492676
	Iteration 0F: 2 clusters Score -5153849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -5126385.000000 Penalty: 5262.985352
	Iteration 0F: 3 clusters Score -5126385 nChanged 18528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5136326.000000 Penalty: 5262.985352
	Iteration 1F: 3 clusters Score -5136326 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5136842.000000 Penalty: 5262.985352
	Iteration 2Q: 3 clusters Score -5136842 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5137452.000000 Penalty: 5262.985352
	Iteration 3Q: 3 clusters Score -5137452 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5138141.500000 Penalty: 5262.985352
	Iteration 4Q: 3 clusters Score -5138142 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5138965.500000 Penalty: 5262.985352
	Iteration 5Q: 3 clusters Score -5138966 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -5139895.000000 Penalty: 5262.985352
	Iteration 6Q: 3 clusters Score -5139895 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -5140962.000000 Penalty: 5262.985352
	Iteration 7Q: 3 clusters Score -5140962 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -5142022.500000 Penalty: 5262.985352
	Iteration 8Q: 3 clusters Score -5142022 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -5143153.500000 Penalty: 5262.985352
	Iteration 9Q: 3 clusters Score -5143154 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -5144294.500000 Penalty: 5262.985352
	Iteration 10Q: 3 clusters Score -5144294 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5145305.500000 Penalty: 5262.985352
	Iteration 11Q: 3 clusters Score -5145306 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -5146051.500000 Penalty: 5262.985352
	Iteration 12Q: 3 clusters Score -5146052 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -5146654.000000 Penalty: 5262.985352
	Iteration 13Q: 3 clusters Score -5146654 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -5147094.500000 Penalty: 5262.985352
	Iteration 14Q: 3 clusters Score -5147094 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -5147497.500000 Penalty: 5262.985352
	Iteration 15Q: 3 clusters Score -5147498 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -5147839.000000 Penalty: 5262.985352
	Iteration 16Q: 3 clusters Score -5147839 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -5148150.500000 Penalty: 5262.985352
	Iteration 17Q: 3 clusters Score -5148150 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -5148481.500000 Penalty: 5262.985352
	Iteration 18Q: 3 clusters Score -5148482 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -5148812.000000 Penalty: 5262.985352
	Iteration 19Q: 3 clusters Score -5148812 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -5149091.000000 Penalty: 5262.985352
	Iteration 20F: 3 clusters Score -5149091 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -5149408.500000 Penalty: 5262.985352
	Iteration 21Q: 3 clusters Score -5149408 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -5149714.000000 Penalty: 5262.985352
	Iteration 22Q: 3 clusters Score -5149714 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -5150004.500000 Penalty: 5262.985352
	Iteration 23Q: 3 clusters Score -5150004 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5150273.500000 Penalty: 5262.985352
	Iteration 24Q: 3 clusters Score -5150274 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5150565.000000 Penalty: 5262.985352
	Iteration 25Q: 3 clusters Score -5150565 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5150830.500000 Penalty: 5262.985352
	Iteration 26Q: 3 clusters Score -5150830 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5151056.500000 Penalty: 5262.985352
	Iteration 27Q: 3 clusters Score -5151056 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5151244.500000 Penalty: 5262.985352
	Iteration 28Q: 3 clusters Score -5151244 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5151392.500000 Penalty: 5262.985352
	Iteration 29Q: 3 clusters Score -5151392 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5151489.000000 Penalty: 5262.985352
	Iteration 30Q: 3 clusters Score -5151489 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5151567.500000 Penalty: 5262.985352
	Iteration 31Q: 3 clusters Score -5151568 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5151650.500000 Penalty: 5262.985352
	Iteration 32Q: 3 clusters Score -5151650 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5151730.500000 Penalty: 5262.985352
	Iteration 33Q: 3 clusters Score -5151730 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5151788.500000 Penalty: 5262.985352
	Iteration 34Q: 3 clusters Score -5151788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5151835.000000 Penalty: 5262.985352
	Iteration 35Q: 3 clusters Score -5151835 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5151870.500000 Penalty: 5262.985352
	Iteration 36Q: 3 clusters Score -5151870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5151914.500000 Penalty: 5262.985352
	Iteration 37Q: 3 clusters Score -5151914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5151939.500000 Penalty: 5262.985352
	Iteration 38Q: 3 clusters Score -5151940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5151945.500000 Penalty: 5262.985352
	Iteration 39Q: 3 clusters Score -5151946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5151963.000000 Penalty: 5262.985352
	Iteration 40F: 3 clusters Score -5151963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5151973.000000 Penalty: 5262.985352
	Iteration 41Q: 3 clusters Score -5151973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5151981.000000 Penalty: 5262.985352
	Iteration 42Q: 3 clusters Score -5151981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5151988.000000 Penalty: 5262.985352
	Iteration 43Q: 3 clusters Score -5151988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5152000.000000 Penalty: 5262.985352
	Iteration 44Q: 3 clusters Score -5152000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5152002.500000 Penalty: 5262.985352
	Iteration 45Q: 3 clusters Score -5152002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5151997.000000 Penalty: 5262.985352
	Iteration 46Q: 3 clusters Score -5151997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5152001.500000 Penalty: 5262.985352
	Iteration 47Q: 3 clusters Score -5152002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5152003.000000 Penalty: 5262.985352
	Iteration 48Q: 3 clusters Score -5152003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5152010.500000 Penalty: 5262.985352
	Iteration 49Q: 3 clusters Score -5152010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5152020.500000 Penalty: 5262.985352
	Iteration 50Q: 3 clusters Score -5152020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5152029.000000 Penalty: 5262.985352
	Iteration 51Q: 3 clusters Score -5152029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5152032.500000 Penalty: 5262.985352
	Iteration 52Q: 3 clusters Score -5152032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5152033.500000 Penalty: 5262.985352
	Iteration 53Q: 3 clusters Score -5152034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5152032.000000 Penalty: 5262.985352
	Iteration 54Q: 3 clusters Score -5152032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5152039.500000 Penalty: 5262.985352
	Iteration 55Q: 3 clusters Score -5152040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5152040.000000 Penalty: 5262.985352
	Iteration 56Q: 3 clusters Score -5152040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5152040.000000 Penalty: 5262.985352
	Iteration 57F: 3 clusters Score -5152040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156310 members 
Entering Unmasked Estep 
Score: -20022872.000000 Penalty: 2965.979980
	Iteration 0F: 2 clusters Score -2.002287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -19918384.000000 Penalty: 5931.959961
	Iteration 0F: 3 clusters Score -1.991838e+07 nChanged 74682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -19962346.000000 Penalty: 5931.959961
	Iteration 1F: 3 clusters Score -1.996235e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -19963688.000000 Penalty: 5931.959961
	Iteration 2Q: 3 clusters Score -1.996369e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75252 members 
Mstep: Class 2 contains 81058 members 
Entering Unmasked Estep 
Score: -19965066.000000 Penalty: 5931.959961
	Iteration 3Q: 3 clusters Score -1.996507e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -19966996.000000 Penalty: 5931.959961
	Iteration 4Q: 3 clusters Score -1.9967e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -19969216.000000 Penalty: 5931.959961
	Iteration 5Q: 3 clusters Score -1.996922e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -19972464.000000 Penalty: 5931.959961
	Iteration 6Q: 3 clusters Score -1.997246e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -19977018.000000 Penalty: 5931.959961
	Iteration 7F: 3 clusters Score -1.997702e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -19982598.000000 Penalty: 5931.959961
	Iteration 8F: 3 clusters Score -1.99826e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -19988174.000000 Penalty: 5931.959961
	Iteration 9F: 3 clusters Score -1.998817e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 98856 members 
Entering Unmasked Estep 
Score: -19992510.000000 Penalty: 5931.959961
	Iteration 10Q: 3 clusters Score -1.999251e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 101077 members 
Entering Unmasked Estep 
Score: -19994800.000000 Penalty: 5931.959961
	Iteration 11Q: 3 clusters Score -1.99948e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -19995872.000000 Penalty: 5931.959961
	Iteration 12Q: 3 clusters Score -1.999587e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 105466 members 
Entering Unmasked Estep 
Score: -19996584.000000 Penalty: 5931.959961
	Iteration 13Q: 3 clusters Score -1.999658e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -19997344.000000 Penalty: 5931.959961
	Iteration 14Q: 3 clusters Score -1.999734e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 110219 members 
Entering Unmasked Estep 
Score: -19998146.000000 Penalty: 5931.959961
	Iteration 15Q: 3 clusters Score -1.999815e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -19998816.000000 Penalty: 5931.959961
	Iteration 16Q: 3 clusters Score -1.999882e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -19999648.000000 Penalty: 5931.959961
	Iteration 17Q: 3 clusters Score -1.999965e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 118248 members 
Entering Unmasked Estep 
Score: -20000760.000000 Penalty: 5931.959961
	Iteration 18Q: 3 clusters Score -2.000076e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 121200 members 
Entering Unmasked Estep 
Score: -20001940.000000 Penalty: 5931.959961
	Iteration 19Q: 3 clusters Score -2.000194e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -20003282.000000 Penalty: 5931.959961
	Iteration 20F: 3 clusters Score -2.000328e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 127415 members 
Entering Unmasked Estep 
Score: -20004604.000000 Penalty: 5931.959961
	Iteration 21Q: 3 clusters Score -2.00046e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 130558 members 
Entering Unmasked Estep 
Score: -20005938.000000 Penalty: 5931.959961
	Iteration 22Q: 3 clusters Score -2.000594e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 133677 members 
Entering Unmasked Estep 
Score: -20007298.000000 Penalty: 5931.959961
	Iteration 23Q: 3 clusters Score -2.00073e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 136806 members 
Entering Unmasked Estep 
Score: -20008916.000000 Penalty: 5931.959961
	Iteration 24Q: 3 clusters Score -2.000892e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 139919 members 
Entering Unmasked Estep 
Score: -20010586.000000 Penalty: 5931.959961
	Iteration 25Q: 3 clusters Score -2.001059e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -20012276.000000 Penalty: 5931.959961
	Iteration 26Q: 3 clusters Score -2.001228e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 145560 members 
Entering Unmasked Estep 
Score: -20014008.000000 Penalty: 5931.959961
	Iteration 27Q: 3 clusters Score -2.001401e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -20015516.000000 Penalty: 5931.959961
	Iteration 28Q: 3 clusters Score -2.001552e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 150041 members 
Entering Unmasked Estep 
Score: -20016920.000000 Penalty: 5931.959961
	Iteration 29Q: 3 clusters Score -2.001692e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 151699 members 
Entering Unmasked Estep 
Score: -20018002.000000 Penalty: 5931.959961
	Iteration 30Q: 3 clusters Score -2.0018e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 152975 members 
Entering Unmasked Estep 
Score: -20018844.000000 Penalty: 5931.959961
	Iteration 31Q: 3 clusters Score -2.001884e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 153842 members 
Entering Unmasked Estep 
Score: -20019448.000000 Penalty: 5931.959961
	Iteration 32Q: 3 clusters Score -2.001945e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -20019812.000000 Penalty: 5931.959961
	Iteration 33Q: 3 clusters Score -2.001981e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 154774 members 
Entering Unmasked Estep 
Score: -20020048.000000 Penalty: 5931.959961
	Iteration 34Q: 3 clusters Score -2.002005e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -20020164.000000 Penalty: 5931.959961
	Iteration 35Q: 3 clusters Score -2.002016e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 155110 members 
Entering Unmasked Estep 
Score: -20020276.000000 Penalty: 5931.959961
	Iteration 36Q: 3 clusters Score -2.002028e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -20020356.000000 Penalty: 5931.959961
	Iteration 37Q: 3 clusters Score -2.002036e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 155269 members 
Entering Unmasked Estep 
Score: -20020416.000000 Penalty: 5931.959961
	Iteration 38Q: 3 clusters Score -2.002042e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 155316 members 
Entering Unmasked Estep 
Score: -20020432.000000 Penalty: 5931.959961
	Iteration 39Q: 3 clusters Score -2.002043e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 155355 members 
Entering Unmasked Estep 
Score: -20020450.000000 Penalty: 5931.959961
	Iteration 40F: 3 clusters Score -2.002045e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 155375 members 
Entering Unmasked Estep 
Score: -20020468.000000 Penalty: 5931.959961
	Iteration 41Q: 3 clusters Score -2.002047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 155387 members 
Entering Unmasked Estep 
Score: -20020486.000000 Penalty: 5931.959961
	Iteration 42Q: 3 clusters Score -2.002049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 155401 members 
Entering Unmasked Estep 
Score: -20020514.000000 Penalty: 5931.959961
	Iteration 43Q: 3 clusters Score -2.002051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 155411 members 
Entering Unmasked Estep 
Score: -20020482.000000 Penalty: 5931.959961
	Iteration 44Q: 3 clusters Score -2.002048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 155421 members 
Entering Unmasked Estep 
Score: -20020498.000000 Penalty: 5931.959961
	Iteration 45Q: 3 clusters Score -2.00205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 155434 members 
Entering Unmasked Estep 
Score: -20020508.000000 Penalty: 5931.959961
	Iteration 46Q: 3 clusters Score -2.002051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 155442 members 
Entering Unmasked Estep 
Score: -20020518.000000 Penalty: 5931.959961
	Iteration 47Q: 3 clusters Score -2.002052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 155447 members 
Entering Unmasked Estep 
Score: -20020514.000000 Penalty: 5931.959961
	Iteration 48Q: 3 clusters Score -2.002051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 155463 members 
Entering Unmasked Estep 
Score: -20020518.000000 Penalty: 5931.959961
	Iteration 49Q: 3 clusters Score -2.002052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 155469 members 
Entering Unmasked Estep 
Score: -20020524.000000 Penalty: 5931.959961
	Iteration 50Q: 3 clusters Score -2.002052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 155477 members 
Entering Unmasked Estep 
Score: -20020534.000000 Penalty: 5931.959961
	Iteration 51Q: 3 clusters Score -2.002053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 155482 members 
Entering Unmasked Estep 
Score: -20020524.000000 Penalty: 5931.959961
	Iteration 52Q: 3 clusters Score -2.002052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 155487 members 
Entering Unmasked Estep 
Score: -20020532.000000 Penalty: 5931.959961
	Iteration 53Q: 3 clusters Score -2.002053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -20020520.000000 Penalty: 5931.959961
	Iteration 54Q: 3 clusters Score -2.002052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 155489 members 
Entering Unmasked Estep 
Score: -20020534.000000 Penalty: 5931.959961
	Iteration 55Q: 3 clusters Score -2.002053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 155491 members 
Entering Unmasked Estep 
Score: -20020534.000000 Penalty: 5931.959961
	Iteration 56Q: 3 clusters Score -2.002053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 155495 members 
Entering Unmasked Estep 
Score: -20020522.000000 Penalty: 5931.959961
	Iteration 57Q: 3 clusters Score -2.002052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 155499 members 
Entering Unmasked Estep 
Score: -20020530.000000 Penalty: 5931.959961
	Iteration 58Q: 3 clusters Score -2.002053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 155502 members 
Entering Unmasked Estep 
Score: -20020540.000000 Penalty: 5931.959961
	Iteration 59Q: 3 clusters Score -2.002054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 155508 members 
Entering Unmasked Estep 
Score: -20020534.000000 Penalty: 5931.959961
	Iteration 60F: 3 clusters Score -2.002053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 155513 members 
Entering Unmasked Estep 
Score: -20020532.000000 Penalty: 5931.959961
	Iteration 61Q: 3 clusters Score -2.002053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -20020550.000000 Penalty: 5931.959961
	Iteration 62Q: 3 clusters Score -2.002055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 155521 members 
Entering Unmasked Estep 
Score: -20020552.000000 Penalty: 5931.959961
	Iteration 63Q: 3 clusters Score -2.002055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 155521 members 
Entering Unmasked Estep 
Score: -20020562.000000 Penalty: 5931.959961
	Iteration 64Q: 3 clusters Score -2.002056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 155521 members 
Entering Unmasked Estep 
Score: -20020562.000000 Penalty: 5931.959961
	Iteration 65F: 3 clusters Score -2.002056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -650318.562500 Penalty: 2116.200439
	Iteration 0F: 2 clusters Score -650318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -645757.750000 Penalty: 4232.400879
	Iteration 0F: 3 clusters Score -645757.8 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -646777.687500 Penalty: 4232.400879
	Iteration 1F: 3 clusters Score -646777.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -647108.000000 Penalty: 4232.400879
	Iteration 2F: 3 clusters Score -647108 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -647520.000000 Penalty: 4232.400879
	Iteration 3F: 3 clusters Score -647520 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -647983.687500 Penalty: 4232.400879
	Iteration 4F: 3 clusters Score -647983.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -648415.500000 Penalty: 4232.400879
	Iteration 5F: 3 clusters Score -648415.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -648771.375000 Penalty: 4232.400879
	Iteration 6F: 3 clusters Score -648771.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -648963.937500 Penalty: 4232.400879
	Iteration 7Q: 3 clusters Score -648963.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -649069.562500 Penalty: 4232.400879
	Iteration 8Q: 3 clusters Score -649069.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -649130.000000 Penalty: 4232.400879
	Iteration 9Q: 3 clusters Score -649130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -649170.437500 Penalty: 4232.400879
	Iteration 10Q: 3 clusters Score -649170.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -649200.125000 Penalty: 4232.400879
	Iteration 11Q: 3 clusters Score -649200.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -649211.250000 Penalty: 4232.400879
	Iteration 12Q: 3 clusters Score -649211.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -649218.375000 Penalty: 4232.400879
	Iteration 13Q: 3 clusters Score -649218.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -649230.375000 Penalty: 4232.400879
	Iteration 14Q: 3 clusters Score -649230.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -649237.625000 Penalty: 4232.400879
	Iteration 15Q: 3 clusters Score -649237.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -649244.500000 Penalty: 4232.400879
	Iteration 16Q: 3 clusters Score -649244.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -649247.750000 Penalty: 4232.400879
	Iteration 17Q: 3 clusters Score -649247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -649250.625000 Penalty: 4232.400879
	Iteration 18Q: 3 clusters Score -649250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -649255.562500 Penalty: 4232.400879
	Iteration 19Q: 3 clusters Score -649255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -649255.812500 Penalty: 4232.400879
	Iteration 20F: 3 clusters Score -649255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -649257.750000 Penalty: 4232.400879
	Iteration 21Q: 3 clusters Score -649257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -649258.312500 Penalty: 4232.400879
	Iteration 22Q: 3 clusters Score -649258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -649258.812500 Penalty: 4232.400879
	Iteration 23Q: 3 clusters Score -649258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -649260.750000 Penalty: 4232.400879
	Iteration 24Q: 3 clusters Score -649260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -649260.500000 Penalty: 4232.400879
	Iteration 25Q: 3 clusters Score -649260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -649260.500000 Penalty: 4232.400879
	Iteration 26F: 3 clusters Score -649260.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Entering Unmasked Estep 
Score: -1043700.437500 Penalty: 2219.667725
	Iteration 0F: 2 clusters Score -1043700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1037444.812500 Penalty: 4439.335449
	Iteration 0F: 3 clusters Score -1037445 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1039091.250000 Penalty: 4439.335449
	Iteration 1F: 3 clusters Score -1039091 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1039358.062500 Penalty: 4439.335449
	Iteration 2F: 3 clusters Score -1039358 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1039553.750000 Penalty: 4439.335449
	Iteration 3F: 3 clusters Score -1039554 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1039706.437500 Penalty: 4439.335449
	Iteration 4Q: 3 clusters Score -1039706 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1039840.687500 Penalty: 4439.335449
	Iteration 5Q: 3 clusters Score -1039841 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1039954.500000 Penalty: 4439.335449
	Iteration 6Q: 3 clusters Score -1039954 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1040069.312500 Penalty: 4439.335449
	Iteration 7Q: 3 clusters Score -1040069 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1040186.937500 Penalty: 4439.335449
	Iteration 8Q: 3 clusters Score -1040187 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1040307.875000 Penalty: 4439.335449
	Iteration 9Q: 3 clusters Score -1040308 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1040435.250000 Penalty: 4439.335449
	Iteration 10Q: 3 clusters Score -1040435 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1040581.562500 Penalty: 4439.335449
	Iteration 11Q: 3 clusters Score -1040582 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1040771.937500 Penalty: 4439.335449
	Iteration 12Q: 3 clusters Score -1040772 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1040966.437500 Penalty: 4439.335449
	Iteration 13Q: 3 clusters Score -1040966 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1041124.250000 Penalty: 4439.335449
	Iteration 14Q: 3 clusters Score -1041124 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1041240.562500 Penalty: 4439.335449
	Iteration 15Q: 3 clusters Score -1041241 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1041376.062500 Penalty: 4439.335449
	Iteration 16Q: 3 clusters Score -1041376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1041456.625000 Penalty: 4439.335449
	Iteration 17Q: 3 clusters Score -1041457 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1041527.750000 Penalty: 4439.335449
	Iteration 18Q: 3 clusters Score -1041528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1041587.312500 Penalty: 4439.335449
	Iteration 19Q: 3 clusters Score -1041587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1041630.875000 Penalty: 4439.335449
	Iteration 20F: 3 clusters Score -1041631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1041657.562500 Penalty: 4439.335449
	Iteration 21Q: 3 clusters Score -1041658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1041681.562500 Penalty: 4439.335449
	Iteration 22Q: 3 clusters Score -1041682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1041705.875000 Penalty: 4439.335449
	Iteration 23Q: 3 clusters Score -1041706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1041722.875000 Penalty: 4439.335449
	Iteration 24Q: 3 clusters Score -1041723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1041732.375000 Penalty: 4439.335449
	Iteration 25Q: 3 clusters Score -1041732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1041741.375000 Penalty: 4439.335449
	Iteration 26Q: 3 clusters Score -1041741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1041747.687500 Penalty: 4439.335449
	Iteration 27Q: 3 clusters Score -1041748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1041752.937500 Penalty: 4439.335449
	Iteration 28Q: 3 clusters Score -1041753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1041760.000000 Penalty: 4439.335449
	Iteration 29Q: 3 clusters Score -1041760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1041759.437500 Penalty: 4439.335449
	Iteration 30Q: 3 clusters Score -1041759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1041761.000000 Penalty: 4439.335449
	Iteration 31Q: 3 clusters Score -1041761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1041761.000000 Penalty: 4439.335449
	Iteration 32F: 3 clusters Score -1041761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Entering Unmasked Estep 
Score: -3718147.250000 Penalty: 2565.223633
	Iteration 0F: 2 clusters Score -3718147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3696786.750000 Penalty: 5130.447266
	Iteration 0F: 3 clusters Score -3696787 nChanged 14166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3704792.750000 Penalty: 5130.447266
	Iteration 1F: 3 clusters Score -3704793 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3705422.750000 Penalty: 5130.447266
	Iteration 2F: 3 clusters Score -3705423 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3705960.250000 Penalty: 5130.447266
	Iteration 3Q: 3 clusters Score -3705960 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3706424.750000 Penalty: 5130.447266
	Iteration 4Q: 3 clusters Score -3706425 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3706895.250000 Penalty: 5130.447266
	Iteration 5Q: 3 clusters Score -3706895 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3707375.000000 Penalty: 5130.447266
	Iteration 6Q: 3 clusters Score -3707375 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3707821.500000 Penalty: 5130.447266
	Iteration 7Q: 3 clusters Score -3707822 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3708322.500000 Penalty: 5130.447266
	Iteration 8Q: 3 clusters Score -3708322 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3708841.250000 Penalty: 5130.447266
	Iteration 9Q: 3 clusters Score -3708841 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3709410.250000 Penalty: 5130.447266
	Iteration 10Q: 3 clusters Score -3709410 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3710040.250000 Penalty: 5130.447266
	Iteration 11Q: 3 clusters Score -3710040 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3710649.500000 Penalty: 5130.447266
	Iteration 12Q: 3 clusters Score -3710650 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3711159.750000 Penalty: 5130.447266
	Iteration 13Q: 3 clusters Score -3711160 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3711561.250000 Penalty: 5130.447266
	Iteration 14Q: 3 clusters Score -3711561 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3711805.750000 Penalty: 5130.447266
	Iteration 15Q: 3 clusters Score -3711806 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3711959.750000 Penalty: 5130.447266
	Iteration 16Q: 3 clusters Score -3711960 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3712066.000000 Penalty: 5130.447266
	Iteration 17Q: 3 clusters Score -3712066 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3712136.250000 Penalty: 5130.447266
	Iteration 18Q: 3 clusters Score -3712136 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3712219.000000 Penalty: 5130.447266
	Iteration 19Q: 3 clusters Score -3712219 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3712280.250000 Penalty: 5130.447266
	Iteration 20F: 3 clusters Score -3712280 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3712355.500000 Penalty: 5130.447266
	Iteration 21Q: 3 clusters Score -3712356 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3712430.500000 Penalty: 5130.447266
	Iteration 22Q: 3 clusters Score -3712430 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3712516.500000 Penalty: 5130.447266
	Iteration 23Q: 3 clusters Score -3712516 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3712624.750000 Penalty: 5130.447266
	Iteration 24Q: 3 clusters Score -3712625 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -3712749.000000 Penalty: 5130.447266
	Iteration 25Q: 3 clusters Score -3712749 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3712834.500000 Penalty: 5130.447266
	Iteration 26Q: 3 clusters Score -3712834 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3712931.750000 Penalty: 5130.447266
	Iteration 27Q: 3 clusters Score -3712932 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3713005.750000 Penalty: 5130.447266
	Iteration 28Q: 3 clusters Score -3713006 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3713109.500000 Penalty: 5130.447266
	Iteration 29Q: 3 clusters Score -3713110 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3713207.000000 Penalty: 5130.447266
	Iteration 30Q: 3 clusters Score -3713207 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3713320.500000 Penalty: 5130.447266
	Iteration 31Q: 3 clusters Score -3713320 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3713416.250000 Penalty: 5130.447266
	Iteration 32Q: 3 clusters Score -3713416 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3713518.500000 Penalty: 5130.447266
	Iteration 33Q: 3 clusters Score -3713518 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3713597.000000 Penalty: 5130.447266
	Iteration 34Q: 3 clusters Score -3713597 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3713684.500000 Penalty: 5130.447266
	Iteration 35Q: 3 clusters Score -3713684 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3713777.000000 Penalty: 5130.447266
	Iteration 36Q: 3 clusters Score -3713777 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3713878.750000 Penalty: 5130.447266
	Iteration 37Q: 3 clusters Score -3713879 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3713961.000000 Penalty: 5130.447266
	Iteration 38Q: 3 clusters Score -3713961 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3714082.000000 Penalty: 5130.447266
	Iteration 39Q: 3 clusters Score -3714082 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3714196.000000 Penalty: 5130.447266
	Iteration 40F: 3 clusters Score -3714196 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3714327.000000 Penalty: 5130.447266
	Iteration 41Q: 3 clusters Score -3714327 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3714443.000000 Penalty: 5130.447266
	Iteration 42Q: 3 clusters Score -3714443 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3714576.750000 Penalty: 5130.447266
	Iteration 43Q: 3 clusters Score -3714577 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3714689.750000 Penalty: 5130.447266
	Iteration 44Q: 3 clusters Score -3714690 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3714783.250000 Penalty: 5130.447266
	Iteration 45Q: 3 clusters Score -3714783 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3714881.750000 Penalty: 5130.447266
	Iteration 46Q: 3 clusters Score -3714882 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3714974.250000 Penalty: 5130.447266
	Iteration 47Q: 3 clusters Score -3714974 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3715052.500000 Penalty: 5130.447266
	Iteration 48Q: 3 clusters Score -3715052 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3715143.250000 Penalty: 5130.447266
	Iteration 49Q: 3 clusters Score -3715143 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3715234.250000 Penalty: 5130.447266
	Iteration 50Q: 3 clusters Score -3715234 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3715352.250000 Penalty: 5130.447266
	Iteration 51Q: 3 clusters Score -3715352 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -3715489.250000 Penalty: 5130.447266
	Iteration 52Q: 3 clusters Score -3715489 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3715609.750000 Penalty: 5130.447266
	Iteration 53Q: 3 clusters Score -3715610 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3715698.250000 Penalty: 5130.447266
	Iteration 54Q: 3 clusters Score -3715698 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3715792.000000 Penalty: 5130.447266
	Iteration 55Q: 3 clusters Score -3715792 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3715926.000000 Penalty: 5130.447266
	Iteration 56Q: 3 clusters Score -3715926 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -3716008.000000 Penalty: 5130.447266
	Iteration 57Q: 3 clusters Score -3716008 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3716105.000000 Penalty: 5130.447266
	Iteration 58Q: 3 clusters Score -3716105 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3716198.500000 Penalty: 5130.447266
	Iteration 59Q: 3 clusters Score -3716198 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3716272.000000 Penalty: 5130.447266
	Iteration 60F: 3 clusters Score -3716272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -3716332.000000 Penalty: 5130.447266
	Iteration 61Q: 3 clusters Score -3716332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3716363.000000 Penalty: 5130.447266
	Iteration 62Q: 3 clusters Score -3716363 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3716391.500000 Penalty: 5130.447266
	Iteration 63Q: 3 clusters Score -3716392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3716413.750000 Penalty: 5130.447266
	Iteration 64Q: 3 clusters Score -3716414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3716428.250000 Penalty: 5130.447266
	Iteration 65Q: 3 clusters Score -3716428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3716441.000000 Penalty: 5130.447266
	Iteration 66Q: 3 clusters Score -3716441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3716443.250000 Penalty: 5130.447266
	Iteration 67Q: 3 clusters Score -3716443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3716444.750000 Penalty: 5130.447266
	Iteration 68Q: 3 clusters Score -3716445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -3716453.750000 Penalty: 5130.447266
	Iteration 69Q: 3 clusters Score -3716454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3716458.000000 Penalty: 5130.447266
	Iteration 70Q: 3 clusters Score -3716458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3716469.000000 Penalty: 5130.447266
	Iteration 71Q: 3 clusters Score -3716469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3716473.250000 Penalty: 5130.447266
	Iteration 72Q: 3 clusters Score -3716473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3716468.500000 Penalty: 5130.447266
	Iteration 73Q: 3 clusters Score -3716468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3716473.750000 Penalty: 5130.447266
	Iteration 74Q: 3 clusters Score -3716474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -3716480.250000 Penalty: 5130.447266
	Iteration 75Q: 3 clusters Score -3716480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3716481.750000 Penalty: 5130.447266
	Iteration 76Q: 3 clusters Score -3716482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3716483.000000 Penalty: 5130.447266
	Iteration 77Q: 3 clusters Score -3716483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3716483.000000 Penalty: 5130.447266
	Iteration 78Q: 3 clusters Score -3716483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3716483.750000 Penalty: 5130.447266
	Iteration 79Q: 3 clusters Score -3716484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3716486.500000 Penalty: 5130.447266
	Iteration 80F: 3 clusters Score -3716486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3716485.000000 Penalty: 5130.447266
	Iteration 81Q: 3 clusters Score -3716485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3716484.750000 Penalty: 5130.447266
	Iteration 82Q: 3 clusters Score -3716485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3716488.000000 Penalty: 5130.447266
	Iteration 83Q: 3 clusters Score -3716488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3716487.750000 Penalty: 5130.447266
	Iteration 84Q: 3 clusters Score -3716488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3716487.500000 Penalty: 5130.447266
	Iteration 85Q: 3 clusters Score -3716488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3716491.750000 Penalty: 5130.447266
	Iteration 86Q: 3 clusters Score -3716492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3716491.750000 Penalty: 5130.447266
	Iteration 87F: 3 clusters Score -3716492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -59260.421875 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -59260.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57845.152344 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -57845.15 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58041.378906 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -58041.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58087.179688 Penalty: 3077.460693
	Iteration 2Q: 3 clusters Score -58087.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58143.132812 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -58143.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58172.058594 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -58172.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58194.855469 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -58194.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -58240.406250 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -58240.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58254.218750 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -58254.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58265.128906 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -58265.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58272.753906 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -58272.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -58273.644531 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -58273.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58275.550781 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -58275.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -58278.484375 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -58278.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58282.511719 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -58282.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58282.511719 Penalty: 3077.460693
	Iteration 14F: 3 clusters Score -58282.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -231684.125000 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -231684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -229174.609375 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -229174.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -229653.296875 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -229653.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -229837.250000 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -229837.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -229958.843750 Penalty: 3746.169922
	Iteration 3F: 3 clusters Score -229958.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -230034.703125 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -230034.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -230103.031250 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -230103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -230141.703125 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -230141.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -230175.984375 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -230176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -230209.734375 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -230209.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -230231.140625 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -230231.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -230253.328125 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -230253.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -230269.468750 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -230269.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -230281.203125 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -230281.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -230294.375000 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -230294.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -230300.203125 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -230300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -230302.937500 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -230302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -230308.343750 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -230308.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -230314.218750 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -230314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -230318.843750 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -230318.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -230325.000000 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -230325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -230331.406250 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -230331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -230334.109375 Penalty: 3746.169922
	Iteration 21Q: 3 clusters Score -230334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -230334.656250 Penalty: 3746.169922
	Iteration 22Q: 3 clusters Score -230334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -230334.656250 Penalty: 3746.169922
	Iteration 23F: 3 clusters Score -230334.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -265557.875000 Penalty: 1901.919067
	Iteration 0F: 2 clusters Score -265557.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -262880.375000 Penalty: 3803.838135
	Iteration 0F: 3 clusters Score -262880.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -263561.906250 Penalty: 3803.838135
	Iteration 1F: 3 clusters Score -263561.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -263928.906250 Penalty: 3803.838135
	Iteration 2F: 3 clusters Score -263928.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -264228.656250 Penalty: 3803.838135
	Iteration 3F: 3 clusters Score -264228.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -264506.437500 Penalty: 3803.838135
	Iteration 4F: 3 clusters Score -264506.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -264723.250000 Penalty: 3803.838135
	Iteration 5Q: 3 clusters Score -264723.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -264928.406250 Penalty: 3803.838135
	Iteration 6Q: 3 clusters Score -264928.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -265049.937500 Penalty: 3803.838135
	Iteration 7Q: 3 clusters Score -265049.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -265121.343750 Penalty: 3803.838135
	Iteration 8Q: 3 clusters Score -265121.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -265170.062500 Penalty: 3803.838135
	Iteration 9Q: 3 clusters Score -265170.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -265190.437500 Penalty: 3803.838135
	Iteration 10Q: 3 clusters Score -265190.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -265203.687500 Penalty: 3803.838135
	Iteration 11Q: 3 clusters Score -265203.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -265207.781250 Penalty: 3803.838135
	Iteration 12Q: 3 clusters Score -265207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -265211.031250 Penalty: 3803.838135
	Iteration 13Q: 3 clusters Score -265211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -265216.000000 Penalty: 3803.838135
	Iteration 14Q: 3 clusters Score -265216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -265228.218750 Penalty: 3803.838135
	Iteration 15Q: 3 clusters Score -265228.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -265239.687500 Penalty: 3803.838135
	Iteration 16Q: 3 clusters Score -265239.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -265244.718750 Penalty: 3803.838135
	Iteration 17Q: 3 clusters Score -265244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -265245.218750 Penalty: 3803.838135
	Iteration 18Q: 3 clusters Score -265245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -265245.218750 Penalty: 3803.838135
	Iteration 19F: 3 clusters Score -265245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Entering Unmasked Estep 
Score: -330314.937500 Penalty: 1971.812012
	Iteration 0F: 2 clusters Score -330314.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -327201.031250 Penalty: 3943.624023
	Iteration 0F: 3 clusters Score -327201 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -328119.093750 Penalty: 3943.624023
	Iteration 1F: 3 clusters Score -328119.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -328453.156250 Penalty: 3943.624023
	Iteration 2F: 3 clusters Score -328453.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -328659.625000 Penalty: 3943.624023
	Iteration 3F: 3 clusters Score -328659.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -328811.093750 Penalty: 3943.624023
	Iteration 4F: 3 clusters Score -328811.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -328887.031250 Penalty: 3943.624023
	Iteration 5Q: 3 clusters Score -328887 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -328952.375000 Penalty: 3943.624023
	Iteration 6Q: 3 clusters Score -328952.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -328990.187500 Penalty: 3943.624023
	Iteration 7Q: 3 clusters Score -328990.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -329013.531250 Penalty: 3943.624023
	Iteration 8Q: 3 clusters Score -329013.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -329035.687500 Penalty: 3943.624023
	Iteration 9Q: 3 clusters Score -329035.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -329051.937500 Penalty: 3943.624023
	Iteration 10Q: 3 clusters Score -329051.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -329063.500000 Penalty: 3943.624023
	Iteration 11Q: 3 clusters Score -329063.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -329073.625000 Penalty: 3943.624023
	Iteration 12Q: 3 clusters Score -329073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -329079.343750 Penalty: 3943.624023
	Iteration 13Q: 3 clusters Score -329079.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329086.718750 Penalty: 3943.624023
	Iteration 14Q: 3 clusters Score -329086.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -329100.531250 Penalty: 3943.624023
	Iteration 15Q: 3 clusters Score -329100.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -329106.500000 Penalty: 3943.624023
	Iteration 16Q: 3 clusters Score -329106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -329108.593750 Penalty: 3943.624023
	Iteration 17Q: 3 clusters Score -329108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329110.906250 Penalty: 3943.624023
	Iteration 18Q: 3 clusters Score -329110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -329116.281250 Penalty: 3943.624023
	Iteration 19Q: 3 clusters Score -329116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329119.468750 Penalty: 3943.624023
	Iteration 20F: 3 clusters Score -329119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329120.750000 Penalty: 3943.624023
	Iteration 21Q: 3 clusters Score -329120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -329122.468750 Penalty: 3943.624023
	Iteration 22Q: 3 clusters Score -329122.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -329123.093750 Penalty: 3943.624023
	Iteration 23Q: 3 clusters Score -329123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -329124.250000 Penalty: 3943.624023
	Iteration 24Q: 3 clusters Score -329124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -329124.406250 Penalty: 3943.624023
	Iteration 25Q: 3 clusters Score -329124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329125.093750 Penalty: 3943.624023
	Iteration 26Q: 3 clusters Score -329125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -329125.343750 Penalty: 3943.624023
	Iteration 27Q: 3 clusters Score -329125.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329126.468750 Penalty: 3943.624023
	Iteration 28Q: 3 clusters Score -329126.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329126.468750 Penalty: 3943.624023
	Iteration 29F: 3 clusters Score -329126.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -352274.625000 Penalty: 1982.668823
	Iteration 0F: 2 clusters Score -352274.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -349061.125000 Penalty: 3965.337646
	Iteration 0F: 3 clusters Score -349061.1 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -349767.687500 Penalty: 3965.337646
	Iteration 1F: 3 clusters Score -349767.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -350005.500000 Penalty: 3965.337646
	Iteration 2F: 3 clusters Score -350005.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -350164.375000 Penalty: 3965.337646
	Iteration 3F: 3 clusters Score -350164.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -350283.281250 Penalty: 3965.337646
	Iteration 4Q: 3 clusters Score -350283.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -350395.937500 Penalty: 3965.337646
	Iteration 5Q: 3 clusters Score -350395.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -350495.562500 Penalty: 3965.337646
	Iteration 6Q: 3 clusters Score -350495.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -350583.343750 Penalty: 3965.337646
	Iteration 7Q: 3 clusters Score -350583.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -350651.281250 Penalty: 3965.337646
	Iteration 8Q: 3 clusters Score -350651.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -350695.375000 Penalty: 3965.337646
	Iteration 9Q: 3 clusters Score -350695.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -350735.031250 Penalty: 3965.337646
	Iteration 10Q: 3 clusters Score -350735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -350762.781250 Penalty: 3965.337646
	Iteration 11Q: 3 clusters Score -350762.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -350788.187500 Penalty: 3965.337646
	Iteration 12Q: 3 clusters Score -350788.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -350809.812500 Penalty: 3965.337646
	Iteration 13Q: 3 clusters Score -350809.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -350825.281250 Penalty: 3965.337646
	Iteration 14Q: 3 clusters Score -350825.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -350846.437500 Penalty: 3965.337646
	Iteration 15Q: 3 clusters Score -350846.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -350862.375000 Penalty: 3965.337646
	Iteration 16Q: 3 clusters Score -350862.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -350873.968750 Penalty: 3965.337646
	Iteration 17Q: 3 clusters Score -350874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -350882.531250 Penalty: 3965.337646
	Iteration 18Q: 3 clusters Score -350882.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -350888.500000 Penalty: 3965.337646
	Iteration 19Q: 3 clusters Score -350888.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -350894.375000 Penalty: 3965.337646
	Iteration 20F: 3 clusters Score -350894.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -350898.531250 Penalty: 3965.337646
	Iteration 21Q: 3 clusters Score -350898.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -350901.750000 Penalty: 3965.337646
	Iteration 22Q: 3 clusters Score -350901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -350905.125000 Penalty: 3965.337646
	Iteration 23Q: 3 clusters Score -350905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -350907.875000 Penalty: 3965.337646
	Iteration 24Q: 3 clusters Score -350907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -350913.375000 Penalty: 3965.337646
	Iteration 25Q: 3 clusters Score -350913.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -350915.562500 Penalty: 3965.337646
	Iteration 26Q: 3 clusters Score -350915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -350917.187500 Penalty: 3965.337646
	Iteration 27Q: 3 clusters Score -350917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -350918.906250 Penalty: 3965.337646
	Iteration 28Q: 3 clusters Score -350918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -350918.718750 Penalty: 3965.337646
	Iteration 29Q: 3 clusters Score -350918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -350919.750000 Penalty: 3965.337646
	Iteration 30Q: 3 clusters Score -350919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -350921.000000 Penalty: 3965.337646
	Iteration 31Q: 3 clusters Score -350921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -350921.750000 Penalty: 3965.337646
	Iteration 32Q: 3 clusters Score -350921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -350924.531250 Penalty: 3965.337646
	Iteration 33Q: 3 clusters Score -350924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -350932.000000 Penalty: 3965.337646
	Iteration 34Q: 3 clusters Score -350932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -350938.718750 Penalty: 3965.337646
	Iteration 35Q: 3 clusters Score -350938.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -350943.187500 Penalty: 3965.337646
	Iteration 36Q: 3 clusters Score -350943.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -350949.031250 Penalty: 3965.337646
	Iteration 37Q: 3 clusters Score -350949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -350949.812500 Penalty: 3965.337646
	Iteration 38Q: 3 clusters Score -350949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -350952.375000 Penalty: 3965.337646
	Iteration 39Q: 3 clusters Score -350952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -350953.781250 Penalty: 3965.337646
	Iteration 40F: 3 clusters Score -350953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -350955.500000 Penalty: 3965.337646
	Iteration 41Q: 3 clusters Score -350955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -350956.500000 Penalty: 3965.337646
	Iteration 42Q: 3 clusters Score -350956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -350956.031250 Penalty: 3965.337646
	Iteration 43Q: 3 clusters Score -350956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -350957.875000 Penalty: 3965.337646
	Iteration 44Q: 3 clusters Score -350957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -350957.531250 Penalty: 3965.337646
	Iteration 45Q: 3 clusters Score -350957.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -350958.156250 Penalty: 3965.337646
	Iteration 46Q: 3 clusters Score -350958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -350958.125000 Penalty: 3965.337646
	Iteration 47Q: 3 clusters Score -350958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -350958.125000 Penalty: 3965.337646
	Iteration 48F: 3 clusters Score -350958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Entering Unmasked Estep 
Score: -13374232.000000 Penalty: 2869.147949
	Iteration 0F: 2 clusters Score -1.337423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -13303684.000000 Penalty: 5738.295898
	Iteration 0F: 3 clusters Score -1.330368e+07 nChanged 50043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -13331796.000000 Penalty: 5738.295898
	Iteration 1F: 3 clusters Score -1.33318e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -13332559.000000 Penalty: 5738.295898
	Iteration 2Q: 3 clusters Score -1.333256e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -13333167.000000 Penalty: 5738.295898
	Iteration 3Q: 3 clusters Score -1.333317e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -13334164.000000 Penalty: 5738.295898
	Iteration 4Q: 3 clusters Score -1.333416e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -13335423.000000 Penalty: 5738.295898
	Iteration 5Q: 3 clusters Score -1.333542e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -13337079.000000 Penalty: 5738.295898
	Iteration 6Q: 3 clusters Score -1.333708e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -13339209.000000 Penalty: 5738.295898
	Iteration 7Q: 3 clusters Score -1.333921e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -13342095.000000 Penalty: 5738.295898
	Iteration 8F: 3 clusters Score -1.33421e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -13346197.000000 Penalty: 5738.295898
	Iteration 9F: 3 clusters Score -1.33462e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -13351197.000000 Penalty: 5738.295898
	Iteration 10F: 3 clusters Score -1.33512e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -13355630.000000 Penalty: 5738.295898
	Iteration 11F: 3 clusters Score -1.335563e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -13358186.000000 Penalty: 5738.295898
	Iteration 12Q: 3 clusters Score -1.335819e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -13359449.000000 Penalty: 5738.295898
	Iteration 13Q: 3 clusters Score -1.335945e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -13360137.000000 Penalty: 5738.295898
	Iteration 14Q: 3 clusters Score -1.336014e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -13360831.000000 Penalty: 5738.295898
	Iteration 15Q: 3 clusters Score -1.336083e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -13361397.000000 Penalty: 5738.295898
	Iteration 16Q: 3 clusters Score -1.33614e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -13361963.000000 Penalty: 5738.295898
	Iteration 17Q: 3 clusters Score -1.336196e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -13362450.000000 Penalty: 5738.295898
	Iteration 18Q: 3 clusters Score -1.336245e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -13362946.000000 Penalty: 5738.295898
	Iteration 19Q: 3 clusters Score -1.336295e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -13363475.000000 Penalty: 5738.295898
	Iteration 20F: 3 clusters Score -1.336348e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -13363886.000000 Penalty: 5738.295898
	Iteration 21Q: 3 clusters Score -1.336389e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -13364265.000000 Penalty: 5738.295898
	Iteration 22Q: 3 clusters Score -1.336426e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -13364547.000000 Penalty: 5738.295898
	Iteration 23Q: 3 clusters Score -1.336455e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -13364789.000000 Penalty: 5738.295898
	Iteration 24Q: 3 clusters Score -1.336479e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -13365071.000000 Penalty: 5738.295898
	Iteration 25Q: 3 clusters Score -1.336507e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -13365338.000000 Penalty: 5738.295898
	Iteration 26Q: 3 clusters Score -1.336534e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -13365557.000000 Penalty: 5738.295898
	Iteration 27Q: 3 clusters Score -1.336556e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -13365750.000000 Penalty: 5738.295898
	Iteration 28Q: 3 clusters Score -1.336575e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -13365900.000000 Penalty: 5738.295898
	Iteration 29Q: 3 clusters Score -1.33659e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -13366099.000000 Penalty: 5738.295898
	Iteration 30Q: 3 clusters Score -1.33661e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -13366254.000000 Penalty: 5738.295898
	Iteration 31Q: 3 clusters Score -1.336625e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -13366461.000000 Penalty: 5738.295898
	Iteration 32Q: 3 clusters Score -1.336646e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -13366592.000000 Penalty: 5738.295898
	Iteration 33Q: 3 clusters Score -1.336659e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -13366777.000000 Penalty: 5738.295898
	Iteration 34Q: 3 clusters Score -1.336678e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -13366940.000000 Penalty: 5738.295898
	Iteration 35Q: 3 clusters Score -1.336694e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -13367071.000000 Penalty: 5738.295898
	Iteration 36Q: 3 clusters Score -1.336707e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -13367090.000000 Penalty: 5738.295898
	Iteration 37Q: 3 clusters Score -1.336709e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -13367193.000000 Penalty: 5738.295898
	Iteration 38Q: 3 clusters Score -1.336719e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -13367218.000000 Penalty: 5738.295898
	Iteration 39Q: 3 clusters Score -1.336722e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -13367291.000000 Penalty: 5738.295898
	Iteration 40F: 3 clusters Score -1.336729e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -13367358.000000 Penalty: 5738.295898
	Iteration 41Q: 3 clusters Score -1.336736e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 85835 members 
Entering Unmasked Estep 
Score: -13367450.000000 Penalty: 5738.295898
	Iteration 42Q: 3 clusters Score -1.336745e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -13367496.000000 Penalty: 5738.295898
	Iteration 43Q: 3 clusters Score -1.33675e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -13367549.000000 Penalty: 5738.295898
	Iteration 44Q: 3 clusters Score -1.336755e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -13367567.000000 Penalty: 5738.295898
	Iteration 45Q: 3 clusters Score -1.336757e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -13367578.000000 Penalty: 5738.295898
	Iteration 46Q: 3 clusters Score -1.336758e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -13367664.000000 Penalty: 5738.295898
	Iteration 47Q: 3 clusters Score -1.336766e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -13367735.000000 Penalty: 5738.295898
	Iteration 48Q: 3 clusters Score -1.336774e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -13367763.000000 Penalty: 5738.295898
	Iteration 49Q: 3 clusters Score -1.336776e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -13367787.000000 Penalty: 5738.295898
	Iteration 50Q: 3 clusters Score -1.336779e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -13367831.000000 Penalty: 5738.295898
	Iteration 51Q: 3 clusters Score -1.336783e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -13367872.000000 Penalty: 5738.295898
	Iteration 52Q: 3 clusters Score -1.336787e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -13367923.000000 Penalty: 5738.295898
	Iteration 53Q: 3 clusters Score -1.336792e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -13367948.000000 Penalty: 5738.295898
	Iteration 54Q: 3 clusters Score -1.336795e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 90855 members 
Entering Unmasked Estep 
Score: -13367970.000000 Penalty: 5738.295898
	Iteration 55Q: 3 clusters Score -1.336797e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -13368066.000000 Penalty: 5738.295898
	Iteration 56Q: 3 clusters Score -1.336807e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -13368156.000000 Penalty: 5738.295898
	Iteration 57Q: 3 clusters Score -1.336816e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -13368135.000000 Penalty: 5738.295898
	Iteration 58Q: 3 clusters Score -1.336814e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -13368222.000000 Penalty: 5738.295898
	Iteration 59Q: 3 clusters Score -1.336822e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -13368275.000000 Penalty: 5738.295898
	Iteration 60F: 3 clusters Score -1.336828e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -13368368.000000 Penalty: 5738.295898
	Iteration 61Q: 3 clusters Score -1.336837e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -13368438.000000 Penalty: 5738.295898
	Iteration 62Q: 3 clusters Score -1.336844e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 94171 members 
Entering Unmasked Estep 
Score: -13368544.000000 Penalty: 5738.295898
	Iteration 63Q: 3 clusters Score -1.336854e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 94610 members 
Entering Unmasked Estep 
Score: -13368638.000000 Penalty: 5738.295898
	Iteration 64Q: 3 clusters Score -1.336864e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -13368785.000000 Penalty: 5738.295898
	Iteration 65Q: 3 clusters Score -1.336878e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -13368860.000000 Penalty: 5738.295898
	Iteration 66Q: 3 clusters Score -1.336886e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 96026 members 
Entering Unmasked Estep 
Score: -13368933.000000 Penalty: 5738.295898
	Iteration 67Q: 3 clusters Score -1.336893e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 96534 members 
Entering Unmasked Estep 
Score: -13369074.000000 Penalty: 5738.295898
	Iteration 68Q: 3 clusters Score -1.336907e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -13369167.000000 Penalty: 5738.295898
	Iteration 69Q: 3 clusters Score -1.336917e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -13369343.000000 Penalty: 5738.295898
	Iteration 70Q: 3 clusters Score -1.336934e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
Score: -13369547.000000 Penalty: 5738.295898
	Iteration 71Q: 3 clusters Score -1.336955e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -13369630.000000 Penalty: 5738.295898
	Iteration 72Q: 3 clusters Score -1.336963e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -13369769.000000 Penalty: 5738.295898
	Iteration 73Q: 3 clusters Score -1.336977e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -13369977.000000 Penalty: 5738.295898
	Iteration 74Q: 3 clusters Score -1.336998e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 100279 members 
Entering Unmasked Estep 
Score: -13370200.000000 Penalty: 5738.295898
	Iteration 75Q: 3 clusters Score -1.33702e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 100808 members 
Entering Unmasked Estep 
Score: -13370354.000000 Penalty: 5738.295898
	Iteration 76Q: 3 clusters Score -1.337035e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -13370519.000000 Penalty: 5738.295898
	Iteration 77Q: 3 clusters Score -1.337052e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -13370744.000000 Penalty: 5738.295898
	Iteration 78Q: 3 clusters Score -1.337074e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -13370920.000000 Penalty: 5738.295898
	Iteration 79Q: 3 clusters Score -1.337092e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 102670 members 
Entering Unmasked Estep 
Score: -13371152.000000 Penalty: 5738.295898
	Iteration 80F: 3 clusters Score -1.337115e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -13371271.000000 Penalty: 5738.295898
	Iteration 81Q: 3 clusters Score -1.337127e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 103297 members 
Entering Unmasked Estep 
Score: -13371394.000000 Penalty: 5738.295898
	Iteration 82Q: 3 clusters Score -1.337139e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -13371536.000000 Penalty: 5738.295898
	Iteration 83Q: 3 clusters Score -1.337154e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 103736 members 
Entering Unmasked Estep 
Score: -13371654.000000 Penalty: 5738.295898
	Iteration 84Q: 3 clusters Score -1.337165e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -13371735.000000 Penalty: 5738.295898
	Iteration 85Q: 3 clusters Score -1.337174e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -13371784.000000 Penalty: 5738.295898
	Iteration 86Q: 3 clusters Score -1.337178e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -13371818.000000 Penalty: 5738.295898
	Iteration 87Q: 3 clusters Score -1.337182e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -13371848.000000 Penalty: 5738.295898
	Iteration 88Q: 3 clusters Score -1.337185e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 104256 members 
Entering Unmasked Estep 
Score: -13371896.000000 Penalty: 5738.295898
	Iteration 89Q: 3 clusters Score -1.33719e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -13371935.000000 Penalty: 5738.295898
	Iteration 90Q: 3 clusters Score -1.337194e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 104373 members 
Entering Unmasked Estep 
Score: -13371942.000000 Penalty: 5738.295898
	Iteration 91Q: 3 clusters Score -1.337194e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -13371942.000000 Penalty: 5738.295898
	Iteration 92Q: 3 clusters Score -1.337194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -13371942.000000 Penalty: 5738.295898
	Iteration 93Q: 3 clusters Score -1.337194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 104450 members 
Entering Unmasked Estep 
Score: -13371944.000000 Penalty: 5738.295898
	Iteration 94Q: 3 clusters Score -1.337194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -13371986.000000 Penalty: 5738.295898
	Iteration 95Q: 3 clusters Score -1.337199e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -13371992.000000 Penalty: 5738.295898
	Iteration 96Q: 3 clusters Score -1.337199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -13371994.000000 Penalty: 5738.295898
	Iteration 97Q: 3 clusters Score -1.337199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -13372014.000000 Penalty: 5738.295898
	Iteration 98Q: 3 clusters Score -1.337201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -13372018.000000 Penalty: 5738.295898
	Iteration 99Q: 3 clusters Score -1.337202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -13372016.000000 Penalty: 5738.295898
	Iteration 100F: 3 clusters Score -1.337202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -13372010.000000 Penalty: 5738.295898
	Iteration 101Q: 3 clusters Score -1.337201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 104623 members 
Entering Unmasked Estep 
Score: -13372035.000000 Penalty: 5738.295898
	Iteration 102Q: 3 clusters Score -1.337204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -13372055.000000 Penalty: 5738.295898
	Iteration 103Q: 3 clusters Score -1.337206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
Score: -13372060.000000 Penalty: 5738.295898
	Iteration 104Q: 3 clusters Score -1.337206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -13372069.000000 Penalty: 5738.295898
	Iteration 105Q: 3 clusters Score -1.337207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -13372070.000000 Penalty: 5738.295898
	Iteration 106Q: 3 clusters Score -1.337207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 104682 members 
Entering Unmasked Estep 
Score: -13372072.000000 Penalty: 5738.295898
	Iteration 107Q: 3 clusters Score -1.337207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 104688 members 
Entering Unmasked Estep 
Score: -13372075.000000 Penalty: 5738.295898
	Iteration 108Q: 3 clusters Score -1.337208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 104694 members 
Entering Unmasked Estep 
Score: -13372068.000000 Penalty: 5738.295898
	Iteration 109Q: 3 clusters Score -1.337207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -13372084.000000 Penalty: 5738.295898
	Iteration 110Q: 3 clusters Score -1.337208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -13372090.000000 Penalty: 5738.295898
	Iteration 111Q: 3 clusters Score -1.337209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -13372086.000000 Penalty: 5738.295898
	Iteration 112Q: 3 clusters Score -1.337209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 104712 members 
Entering Unmasked Estep 
Score: -13372096.000000 Penalty: 5738.295898
	Iteration 113Q: 3 clusters Score -1.33721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -13372082.000000 Penalty: 5738.295898
	Iteration 114Q: 3 clusters Score -1.337208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -13372083.000000 Penalty: 5738.295898
	Iteration 115Q: 3 clusters Score -1.337208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -13372090.000000 Penalty: 5738.295898
	Iteration 116Q: 3 clusters Score -1.337209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -13372090.000000 Penalty: 5738.295898
	Iteration 117F: 3 clusters Score -1.337209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Entering Unmasked Estep 
Score: -3069097.250000 Penalty: 2506.576172
	Iteration 0F: 2 clusters Score -3069097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3051957.750000 Penalty: 5013.152344
	Iteration 0F: 3 clusters Score -3051958 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3058042.000000 Penalty: 5013.152344
	Iteration 1F: 3 clusters Score -3058042 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3058802.750000 Penalty: 5013.152344
	Iteration 2F: 3 clusters Score -3058803 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3059889.500000 Penalty: 5013.152344
	Iteration 3F: 3 clusters Score -3059890 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3061469.750000 Penalty: 5013.152344
	Iteration 4F: 3 clusters Score -3061470 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3063435.250000 Penalty: 5013.152344
	Iteration 5F: 3 clusters Score -3063435 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3065284.250000 Penalty: 5013.152344
	Iteration 6F: 3 clusters Score -3065284 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3066502.500000 Penalty: 5013.152344
	Iteration 7F: 3 clusters Score -3066502 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3067269.750000 Penalty: 5013.152344
	Iteration 8Q: 3 clusters Score -3067270 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3067730.000000 Penalty: 5013.152344
	Iteration 9Q: 3 clusters Score -3067730 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3068089.000000 Penalty: 5013.152344
	Iteration 10Q: 3 clusters Score -3068089 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3068356.000000 Penalty: 5013.152344
	Iteration 11Q: 3 clusters Score -3068356 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3068564.000000 Penalty: 5013.152344
	Iteration 12Q: 3 clusters Score -3068564 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3068741.000000 Penalty: 5013.152344
	Iteration 13Q: 3 clusters Score -3068741 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3068907.250000 Penalty: 5013.152344
	Iteration 14Q: 3 clusters Score -3068907 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3069024.500000 Penalty: 5013.152344
	Iteration 15Q: 3 clusters Score -3069024 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3069085.750000 Penalty: 5013.152344
	Iteration 16Q: 3 clusters Score -3069086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3069140.750000 Penalty: 5013.152344
	Iteration 17Q: 3 clusters Score -3069141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3069176.750000 Penalty: 5013.152344
	Iteration 18Q: 3 clusters Score -3069177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3069192.750000 Penalty: 5013.152344
	Iteration 19Q: 3 clusters Score -3069193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3069198.500000 Penalty: 5013.152344
	Iteration 20F: 3 clusters Score -3069198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3069211.000000 Penalty: 5013.152344
	Iteration 21Q: 3 clusters Score -3069211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3069207.500000 Penalty: 5013.152344
	Iteration 22Q: 3 clusters Score -3069208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3069216.500000 Penalty: 5013.152344
	Iteration 23Q: 3 clusters Score -3069216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3069221.250000 Penalty: 5013.152344
	Iteration 24Q: 3 clusters Score -3069221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3069225.000000 Penalty: 5013.152344
	Iteration 25Q: 3 clusters Score -3069225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3069219.750000 Penalty: 5013.152344
	Iteration 26Q: 3 clusters Score -3069220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3069222.000000 Penalty: 5013.152344
	Iteration 27Q: 3 clusters Score -3069222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3069227.250000 Penalty: 5013.152344
	Iteration 28Q: 3 clusters Score -3069227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3069226.250000 Penalty: 5013.152344
	Iteration 29Q: 3 clusters Score -3069226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3069228.250000 Penalty: 5013.152344
	Iteration 30Q: 3 clusters Score -3069228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3069224.500000 Penalty: 5013.152344
	Iteration 31Q: 3 clusters Score -3069224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3069226.750000 Penalty: 5013.152344
	Iteration 32Q: 3 clusters Score -3069227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3069226.750000 Penalty: 5013.152344
	Iteration 33F: 3 clusters Score -3069227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156310 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105783 members 
Mstep: Class 19 contains 22874 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70804 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 1644 members 
Entering Unmasked Estep 
Score: -77991008.000000 Penalty: 109260.546875
Splitting cluster 19 changes total score from -77991600.000000 to -77991008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Entering Unmasked Estep 
Score: -1088066.750000 Penalty: 2252.208008
	Iteration 0F: 2 clusters Score -1088067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1081153.000000 Penalty: 4504.416016
	Iteration 0F: 3 clusters Score -1081153 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1083139.500000 Penalty: 4504.416016
	Iteration 1F: 3 clusters Score -1083140 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1083532.875000 Penalty: 4504.416016
	Iteration 2F: 3 clusters Score -1083533 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1083870.000000 Penalty: 4504.416016
	Iteration 3F: 3 clusters Score -1083870 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1084179.000000 Penalty: 4504.416016
	Iteration 4F: 3 clusters Score -1084179 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1084518.000000 Penalty: 4504.416016
	Iteration 5F: 3 clusters Score -1084518 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1084886.750000 Penalty: 4504.416016
	Iteration 6F: 3 clusters Score -1084887 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1085281.750000 Penalty: 4504.416016
	Iteration 7Q: 3 clusters Score -1085282 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1085644.375000 Penalty: 4504.416016
	Iteration 8Q: 3 clusters Score -1085644 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1085930.875000 Penalty: 4504.416016
	Iteration 9Q: 3 clusters Score -1085931 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1086100.125000 Penalty: 4504.416016
	Iteration 10Q: 3 clusters Score -1086100 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1086206.875000 Penalty: 4504.416016
	Iteration 11Q: 3 clusters Score -1086207 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1086278.000000 Penalty: 4504.416016
	Iteration 12Q: 3 clusters Score -1086278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1086316.500000 Penalty: 4504.416016
	Iteration 13Q: 3 clusters Score -1086316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1086346.750000 Penalty: 4504.416016
	Iteration 14Q: 3 clusters Score -1086347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1086365.375000 Penalty: 4504.416016
	Iteration 15Q: 3 clusters Score -1086365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1086379.500000 Penalty: 4504.416016
	Iteration 16Q: 3 clusters Score -1086380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1086388.500000 Penalty: 4504.416016
	Iteration 17Q: 3 clusters Score -1086388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1086396.875000 Penalty: 4504.416016
	Iteration 18Q: 3 clusters Score -1086397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1086403.000000 Penalty: 4504.416016
	Iteration 19Q: 3 clusters Score -1086403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1086402.500000 Penalty: 4504.416016
	Iteration 20F: 3 clusters Score -1086402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1086404.875000 Penalty: 4504.416016
	Iteration 21Q: 3 clusters Score -1086405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1086408.250000 Penalty: 4504.416016
	Iteration 22Q: 3 clusters Score -1086408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1086408.000000 Penalty: 4504.416016
	Iteration 23Q: 3 clusters Score -1086408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1086408.375000 Penalty: 4504.416016
	Iteration 24Q: 3 clusters Score -1086408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1086406.750000 Penalty: 4504.416016
	Iteration 25Q: 3 clusters Score -1086407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1086408.625000 Penalty: 4504.416016
	Iteration 26Q: 3 clusters Score -1086409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1086408.625000 Penalty: 4504.416016
	Iteration 27F: 3 clusters Score -1086409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -42636.671875 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -42636.67 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 204 members 
Entering Unmasked Estep 
Score: -41359.394531 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -41359.39 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41603.875000 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -41603.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41668.597656 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -41668.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41702.984375 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -41702.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41716.835938 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -41716.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41731.589844 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -41731.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41731.589844 Penalty: 2974.240234
	Iteration 6F: 3 clusters Score -41731.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Entering Unmasked Estep 
Score: -9117197.000000 Penalty: 2769.582520
	Iteration 0F: 2 clusters Score -9117197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -9069761.000000 Penalty: 5539.165039
	Iteration 0F: 3 clusters Score -9069761 nChanged 33046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -9088537.000000 Penalty: 5539.165039
	Iteration 1F: 3 clusters Score -9088537 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -9089301.000000 Penalty: 5539.165039
	Iteration 2Q: 3 clusters Score -9089301 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -9090289.000000 Penalty: 5539.165039
	Iteration 3Q: 3 clusters Score -9090289 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -9091849.000000 Penalty: 5539.165039
	Iteration 4Q: 3 clusters Score -9091849 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -9093977.000000 Penalty: 5539.165039
	Iteration 5F: 3 clusters Score -9093977 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9097048.000000 Penalty: 5539.165039
	Iteration 6F: 3 clusters Score -9097048 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -9101123.000000 Penalty: 5539.165039
	Iteration 7F: 3 clusters Score -9101123 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -9105480.000000 Penalty: 5539.165039
	Iteration 8F: 3 clusters Score -9105480 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -9109251.000000 Penalty: 5539.165039
	Iteration 9F: 3 clusters Score -9109251 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -9111645.000000 Penalty: 5539.165039
	Iteration 10Q: 3 clusters Score -9111645 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -9113061.000000 Penalty: 5539.165039
	Iteration 11Q: 3 clusters Score -9113061 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -9113782.000000 Penalty: 5539.165039
	Iteration 12Q: 3 clusters Score -9113782 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -9114171.000000 Penalty: 5539.165039
	Iteration 13Q: 3 clusters Score -9114171 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -9114397.000000 Penalty: 5539.165039
	Iteration 14Q: 3 clusters Score -9114397 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -9114528.000000 Penalty: 5539.165039
	Iteration 15Q: 3 clusters Score -9114528 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -9114636.000000 Penalty: 5539.165039
	Iteration 16Q: 3 clusters Score -9114636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -9114697.000000 Penalty: 5539.165039
	Iteration 17Q: 3 clusters Score -9114697 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -9114750.000000 Penalty: 5539.165039
	Iteration 18Q: 3 clusters Score -9114750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -9114786.000000 Penalty: 5539.165039
	Iteration 19Q: 3 clusters Score -9114786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -9114803.000000 Penalty: 5539.165039
	Iteration 20F: 3 clusters Score -9114803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -9114834.000000 Penalty: 5539.165039
	Iteration 21Q: 3 clusters Score -9114834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -9114842.000000 Penalty: 5539.165039
	Iteration 22Q: 3 clusters Score -9114842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -9114851.000000 Penalty: 5539.165039
	Iteration 23Q: 3 clusters Score -9114851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -9114859.000000 Penalty: 5539.165039
	Iteration 24Q: 3 clusters Score -9114859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -9114870.000000 Penalty: 5539.165039
	Iteration 25Q: 3 clusters Score -9114870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -9114879.000000 Penalty: 5539.165039
	Iteration 26Q: 3 clusters Score -9114879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -9114874.000000 Penalty: 5539.165039
	Iteration 27Q: 3 clusters Score -9114874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -9114882.000000 Penalty: 5539.165039
	Iteration 28Q: 3 clusters Score -9114882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -9114885.000000 Penalty: 5539.165039
	Iteration 29Q: 3 clusters Score -9114885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -9114887.000000 Penalty: 5539.165039
	Iteration 30Q: 3 clusters Score -9114887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -9114891.000000 Penalty: 5539.165039
	Iteration 31Q: 3 clusters Score -9114891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -9114891.000000 Penalty: 5539.165039
	Iteration 32F: 3 clusters Score -9114891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Entering Unmasked Estep 
Score: -2450550.250000 Penalty: 2445.436768
	Iteration 0F: 2 clusters Score -2450550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2437010.000000 Penalty: 4890.873535
	Iteration 0F: 3 clusters Score -2437010 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2441783.750000 Penalty: 4890.873535
	Iteration 1F: 3 clusters Score -2441784 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2442251.750000 Penalty: 4890.873535
	Iteration 2F: 3 clusters Score -2442252 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2442718.750000 Penalty: 4890.873535
	Iteration 3F: 3 clusters Score -2442719 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2443193.250000 Penalty: 4890.873535
	Iteration 4F: 3 clusters Score -2443193 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2443789.500000 Penalty: 4890.873535
	Iteration 5F: 3 clusters Score -2443790 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2444459.750000 Penalty: 4890.873535
	Iteration 6F: 3 clusters Score -2444460 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2445152.750000 Penalty: 4890.873535
	Iteration 7F: 3 clusters Score -2445153 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2445838.000000 Penalty: 4890.873535
	Iteration 8Q: 3 clusters Score -2445838 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2446472.000000 Penalty: 4890.873535
	Iteration 9Q: 3 clusters Score -2446472 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2447011.000000 Penalty: 4890.873535
	Iteration 10Q: 3 clusters Score -2447011 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2447453.500000 Penalty: 4890.873535
	Iteration 11Q: 3 clusters Score -2447454 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2447739.500000 Penalty: 4890.873535
	Iteration 12Q: 3 clusters Score -2447740 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2447924.750000 Penalty: 4890.873535
	Iteration 13Q: 3 clusters Score -2447925 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2448043.250000 Penalty: 4890.873535
	Iteration 14Q: 3 clusters Score -2448043 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2448134.250000 Penalty: 4890.873535
	Iteration 15Q: 3 clusters Score -2448134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2448193.500000 Penalty: 4890.873535
	Iteration 16Q: 3 clusters Score -2448194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2448237.750000 Penalty: 4890.873535
	Iteration 17Q: 3 clusters Score -2448238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2448282.000000 Penalty: 4890.873535
	Iteration 18Q: 3 clusters Score -2448282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2448315.000000 Penalty: 4890.873535
	Iteration 19Q: 3 clusters Score -2448315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2448340.500000 Penalty: 4890.873535
	Iteration 20F: 3 clusters Score -2448340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2448369.000000 Penalty: 4890.873535
	Iteration 21Q: 3 clusters Score -2448369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2448384.000000 Penalty: 4890.873535
	Iteration 22Q: 3 clusters Score -2448384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2448394.000000 Penalty: 4890.873535
	Iteration 23Q: 3 clusters Score -2448394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2448405.500000 Penalty: 4890.873535
	Iteration 24Q: 3 clusters Score -2448406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2448422.500000 Penalty: 4890.873535
	Iteration 25Q: 3 clusters Score -2448422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2448435.000000 Penalty: 4890.873535
	Iteration 26Q: 3 clusters Score -2448435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2448442.250000 Penalty: 4890.873535
	Iteration 27Q: 3 clusters Score -2448442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2448446.000000 Penalty: 4890.873535
	Iteration 28Q: 3 clusters Score -2448446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2448452.000000 Penalty: 4890.873535
	Iteration 29Q: 3 clusters Score -2448452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2448458.250000 Penalty: 4890.873535
	Iteration 30Q: 3 clusters Score -2448458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2448463.000000 Penalty: 4890.873535
	Iteration 31Q: 3 clusters Score -2448463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2448471.000000 Penalty: 4890.873535
	Iteration 32Q: 3 clusters Score -2448471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2448481.750000 Penalty: 4890.873535
	Iteration 33Q: 3 clusters Score -2448482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2448481.500000 Penalty: 4890.873535
	Iteration 34Q: 3 clusters Score -2448482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2448484.500000 Penalty: 4890.873535
	Iteration 35Q: 3 clusters Score -2448484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2448484.750000 Penalty: 4890.873535
	Iteration 36Q: 3 clusters Score -2448485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2448491.500000 Penalty: 4890.873535
	Iteration 37Q: 3 clusters Score -2448492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2448498.750000 Penalty: 4890.873535
	Iteration 38Q: 3 clusters Score -2448499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2448504.000000 Penalty: 4890.873535
	Iteration 39Q: 3 clusters Score -2448504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2448527.750000 Penalty: 4890.873535
	Iteration 40F: 3 clusters Score -2448528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2448547.750000 Penalty: 4890.873535
	Iteration 41Q: 3 clusters Score -2448548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2448566.250000 Penalty: 4890.873535
	Iteration 42Q: 3 clusters Score -2448566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2448585.250000 Penalty: 4890.873535
	Iteration 43Q: 3 clusters Score -2448585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2448601.500000 Penalty: 4890.873535
	Iteration 44Q: 3 clusters Score -2448602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2448629.500000 Penalty: 4890.873535
	Iteration 45Q: 3 clusters Score -2448630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2448654.250000 Penalty: 4890.873535
	Iteration 46Q: 3 clusters Score -2448654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2448669.000000 Penalty: 4890.873535
	Iteration 47Q: 3 clusters Score -2448669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2448676.000000 Penalty: 4890.873535
	Iteration 48Q: 3 clusters Score -2448676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2448679.000000 Penalty: 4890.873535
	Iteration 49Q: 3 clusters Score -2448679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2448681.750000 Penalty: 4890.873535
	Iteration 50Q: 3 clusters Score -2448682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2448676.750000 Penalty: 4890.873535
	Iteration 51Q: 3 clusters Score -2448677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2448684.500000 Penalty: 4890.873535
	Iteration 52Q: 3 clusters Score -2448684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2448689.000000 Penalty: 4890.873535
	Iteration 53Q: 3 clusters Score -2448689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2448688.500000 Penalty: 4890.873535
	Iteration 54Q: 3 clusters Score -2448688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2448690.250000 Penalty: 4890.873535
	Iteration 55Q: 3 clusters Score -2448690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2448690.250000 Penalty: 4890.873535
	Iteration 56F: 3 clusters Score -2448690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Entering Unmasked Estep 
Score: -269168.343750 Penalty: 1893.914551
	Iteration 0F: 2 clusters Score -269168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -266489.187500 Penalty: 3787.829102
	Iteration 0F: 3 clusters Score -266489.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -266948.750000 Penalty: 3787.829102
	Iteration 1F: 3 clusters Score -266948.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -267041.312500 Penalty: 3787.829102
	Iteration 2F: 3 clusters Score -267041.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -267092.500000 Penalty: 3787.829102
	Iteration 3Q: 3 clusters Score -267092.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -267126.312500 Penalty: 3787.829102
	Iteration 4Q: 3 clusters Score -267126.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -267152.437500 Penalty: 3787.829102
	Iteration 5Q: 3 clusters Score -267152.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267174.906250 Penalty: 3787.829102
	Iteration 6Q: 3 clusters Score -267174.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -267194.781250 Penalty: 3787.829102
	Iteration 7Q: 3 clusters Score -267194.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -267207.625000 Penalty: 3787.829102
	Iteration 8Q: 3 clusters Score -267207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -267216.281250 Penalty: 3787.829102
	Iteration 9Q: 3 clusters Score -267216.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -267225.406250 Penalty: 3787.829102
	Iteration 10Q: 3 clusters Score -267225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -267229.906250 Penalty: 3787.829102
	Iteration 11Q: 3 clusters Score -267229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -267233.656250 Penalty: 3787.829102
	Iteration 12Q: 3 clusters Score -267233.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -267241.812500 Penalty: 3787.829102
	Iteration 13Q: 3 clusters Score -267241.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -267252.125000 Penalty: 3787.829102
	Iteration 14Q: 3 clusters Score -267252.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267258.750000 Penalty: 3787.829102
	Iteration 15Q: 3 clusters Score -267258.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -267270.656250 Penalty: 3787.829102
	Iteration 16Q: 3 clusters Score -267270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -267278.812500 Penalty: 3787.829102
	Iteration 17Q: 3 clusters Score -267278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -267288.031250 Penalty: 3787.829102
	Iteration 18Q: 3 clusters Score -267288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -267301.250000 Penalty: 3787.829102
	Iteration 19Q: 3 clusters Score -267301.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -267309.937500 Penalty: 3787.829102
	Iteration 20F: 3 clusters Score -267309.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -267316.906250 Penalty: 3787.829102
	Iteration 21Q: 3 clusters Score -267316.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -267319.843750 Penalty: 3787.829102
	Iteration 22Q: 3 clusters Score -267319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -267326.281250 Penalty: 3787.829102
	Iteration 23Q: 3 clusters Score -267326.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -267332.593750 Penalty: 3787.829102
	Iteration 24Q: 3 clusters Score -267332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -267337.218750 Penalty: 3787.829102
	Iteration 25Q: 3 clusters Score -267337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -267339.156250 Penalty: 3787.829102
	Iteration 26Q: 3 clusters Score -267339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -267339.718750 Penalty: 3787.829102
	Iteration 27Q: 3 clusters Score -267339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -267341.906250 Penalty: 3787.829102
	Iteration 28Q: 3 clusters Score -267341.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -267345.125000 Penalty: 3787.829102
	Iteration 29Q: 3 clusters Score -267345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -267348.156250 Penalty: 3787.829102
	Iteration 30Q: 3 clusters Score -267348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -267350.468750 Penalty: 3787.829102
	Iteration 31Q: 3 clusters Score -267350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -267350.750000 Penalty: 3787.829102
	Iteration 32Q: 3 clusters Score -267350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -267352.156250 Penalty: 3787.829102
	Iteration 33Q: 3 clusters Score -267352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -267353.593750 Penalty: 3787.829102
	Iteration 34Q: 3 clusters Score -267353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -267355.781250 Penalty: 3787.829102
	Iteration 35Q: 3 clusters Score -267355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -267358.312500 Penalty: 3787.829102
	Iteration 36Q: 3 clusters Score -267358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -267358.375000 Penalty: 3787.829102
	Iteration 37Q: 3 clusters Score -267358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -267358.375000 Penalty: 3787.829102
	Iteration 38F: 3 clusters Score -267358.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25638.283203 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -25638.28 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: -24484.466797 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -24484.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24595.998047 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -24596 nChanged 4
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: -24605.451172 Penalty: 2718.396973
	Iteration 2Q: 3 clusters Score -24605.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24619.925781 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -24619.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24625.005859 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -24625.01 nChanged 1
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: -24629.365234 Penalty: 2718.396973
	Iteration 5Q: 3 clusters Score -24629.37 nChanged 0
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: -24629.365234 Penalty: 2718.396973
	Iteration 6F: 3 clusters Score -24629.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Entering Unmasked Estep 
Score: -610556.812500 Penalty: 2097.551270
	Iteration 0F: 2 clusters Score -610556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -606210.562500 Penalty: 4195.102539
	Iteration 0F: 3 clusters Score -606210.6 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -607389.312500 Penalty: 4195.102539
	Iteration 1F: 3 clusters Score -607389.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -607760.437500 Penalty: 4195.102539
	Iteration 2F: 3 clusters Score -607760.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -608030.312500 Penalty: 4195.102539
	Iteration 3F: 3 clusters Score -608030.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -608313.187500 Penalty: 4195.102539
	Iteration 4F: 3 clusters Score -608313.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -608657.750000 Penalty: 4195.102539
	Iteration 5F: 3 clusters Score -608657.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -608993.125000 Penalty: 4195.102539
	Iteration 6F: 3 clusters Score -608993.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -609206.812500 Penalty: 4195.102539
	Iteration 7Q: 3 clusters Score -609206.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -609357.250000 Penalty: 4195.102539
	Iteration 8Q: 3 clusters Score -609357.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -609438.937500 Penalty: 4195.102539
	Iteration 9Q: 3 clusters Score -609438.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -609473.375000 Penalty: 4195.102539
	Iteration 10Q: 3 clusters Score -609473.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -609492.937500 Penalty: 4195.102539
	Iteration 11Q: 3 clusters Score -609492.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -609503.312500 Penalty: 4195.102539
	Iteration 12Q: 3 clusters Score -609503.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -609513.375000 Penalty: 4195.102539
	Iteration 13Q: 3 clusters Score -609513.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -609520.500000 Penalty: 4195.102539
	Iteration 14Q: 3 clusters Score -609520.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -609525.000000 Penalty: 4195.102539
	Iteration 15Q: 3 clusters Score -609525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -609530.625000 Penalty: 4195.102539
	Iteration 16Q: 3 clusters Score -609530.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -609533.562500 Penalty: 4195.102539
	Iteration 17Q: 3 clusters Score -609533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -609533.625000 Penalty: 4195.102539
	Iteration 18Q: 3 clusters Score -609533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -609533.625000 Penalty: 4195.102539
	Iteration 19F: 3 clusters Score -609533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -535140.312500 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -535140.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -530883.500000 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -530883.5 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -531885.875000 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -531885.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -532135.312500 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -532135.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -532346.187500 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -532346.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -532499.500000 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -532499.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -532602.000000 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -532602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -532699.000000 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -532699 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -532764.812500 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -532764.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -532818.312500 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -532818.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -532871.750000 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -532871.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -532913.375000 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -532913.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -532941.125000 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -532941.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -532966.812500 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -532966.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -532989.625000 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -532989.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -533008.812500 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -533008.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -533022.875000 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -533022.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -533032.125000 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -533032.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -533042.000000 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -533042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -533052.750000 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -533052.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -533063.625000 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -533063.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -533075.437500 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -533075.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -533093.812500 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -533093.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -533106.812500 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -533106.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -533118.750000 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -533118.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -533133.187500 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -533133.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -533156.000000 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -533156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -533181.562500 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -533181.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -533204.375000 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -533204.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -533222.812500 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -533222.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -533242.562500 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -533242.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -533256.625000 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -533256.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -533276.000000 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -533276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -533302.125000 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -533302.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -533337.000000 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -533337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -533368.625000 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -533368.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -533395.812500 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -533395.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -533418.437500 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -533418.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -533437.437500 Penalty: 4183.278320
	Iteration 37Q: 3 clusters Score -533437.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -533457.812500 Penalty: 4183.278320
	Iteration 38Q: 3 clusters Score -533457.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -533475.250000 Penalty: 4183.278320
	Iteration 39Q: 3 clusters Score -533475.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -533489.750000 Penalty: 4183.278320
	Iteration 40F: 3 clusters Score -533489.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -533500.187500 Penalty: 4183.278320
	Iteration 41Q: 3 clusters Score -533500.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -533512.625000 Penalty: 4183.278320
	Iteration 42Q: 3 clusters Score -533512.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -533527.312500 Penalty: 4183.278320
	Iteration 43Q: 3 clusters Score -533527.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -533540.375000 Penalty: 4183.278320
	Iteration 44Q: 3 clusters Score -533540.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -533554.500000 Penalty: 4183.278320
	Iteration 45Q: 3 clusters Score -533554.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -533566.562500 Penalty: 4183.278320
	Iteration 46Q: 3 clusters Score -533566.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -533579.687500 Penalty: 4183.278320
	Iteration 47Q: 3 clusters Score -533579.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -533591.375000 Penalty: 4183.278320
	Iteration 48Q: 3 clusters Score -533591.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -533599.812500 Penalty: 4183.278320
	Iteration 49Q: 3 clusters Score -533599.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -533606.875000 Penalty: 4183.278320
	Iteration 50Q: 3 clusters Score -533606.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -533612.312500 Penalty: 4183.278320
	Iteration 51Q: 3 clusters Score -533612.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -533613.500000 Penalty: 4183.278320
	Iteration 52Q: 3 clusters Score -533613.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -533615.375000 Penalty: 4183.278320
	Iteration 53Q: 3 clusters Score -533615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -533619.750000 Penalty: 4183.278320
	Iteration 54Q: 3 clusters Score -533619.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -533625.000000 Penalty: 4183.278320
	Iteration 55Q: 3 clusters Score -533625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -533630.312500 Penalty: 4183.278320
	Iteration 56Q: 3 clusters Score -533630.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -533636.750000 Penalty: 4183.278320
	Iteration 57Q: 3 clusters Score -533636.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -533645.062500 Penalty: 4183.278320
	Iteration 58Q: 3 clusters Score -533645.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -533651.500000 Penalty: 4183.278320
	Iteration 59Q: 3 clusters Score -533651.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -533657.375000 Penalty: 4183.278320
	Iteration 60F: 3 clusters Score -533657.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -533666.500000 Penalty: 4183.278320
	Iteration 61Q: 3 clusters Score -533666.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -533679.187500 Penalty: 4183.278320
	Iteration 62Q: 3 clusters Score -533679.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -533691.812500 Penalty: 4183.278320
	Iteration 63Q: 3 clusters Score -533691.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -533706.250000 Penalty: 4183.278320
	Iteration 64Q: 3 clusters Score -533706.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -533721.250000 Penalty: 4183.278320
	Iteration 65Q: 3 clusters Score -533721.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -533737.500000 Penalty: 4183.278320
	Iteration 66Q: 3 clusters Score -533737.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -533748.437500 Penalty: 4183.278320
	Iteration 67Q: 3 clusters Score -533748.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -533757.812500 Penalty: 4183.278320
	Iteration 68Q: 3 clusters Score -533757.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -533770.312500 Penalty: 4183.278320
	Iteration 69Q: 3 clusters Score -533770.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -533776.000000 Penalty: 4183.278320
	Iteration 70Q: 3 clusters Score -533776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -533778.625000 Penalty: 4183.278320
	Iteration 71Q: 3 clusters Score -533778.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -533782.437500 Penalty: 4183.278320
	Iteration 72Q: 3 clusters Score -533782.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -533785.812500 Penalty: 4183.278320
	Iteration 73Q: 3 clusters Score -533785.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -533791.625000 Penalty: 4183.278320
	Iteration 74Q: 3 clusters Score -533791.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -533801.562500 Penalty: 4183.278320
	Iteration 75Q: 3 clusters Score -533801.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -533807.062500 Penalty: 4183.278320
	Iteration 76Q: 3 clusters Score -533807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -533810.437500 Penalty: 4183.278320
	Iteration 77Q: 3 clusters Score -533810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -533814.000000 Penalty: 4183.278320
	Iteration 78Q: 3 clusters Score -533814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -533816.312500 Penalty: 4183.278320
	Iteration 79Q: 3 clusters Score -533816.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -533819.000000 Penalty: 4183.278320
	Iteration 80F: 3 clusters Score -533819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -533821.687500 Penalty: 4183.278320
	Iteration 81Q: 3 clusters Score -533821.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -533823.687500 Penalty: 4183.278320
	Iteration 82Q: 3 clusters Score -533823.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -533826.375000 Penalty: 4183.278320
	Iteration 83Q: 3 clusters Score -533826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -533828.312500 Penalty: 4183.278320
	Iteration 84Q: 3 clusters Score -533828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -533829.937500 Penalty: 4183.278320
	Iteration 85Q: 3 clusters Score -533829.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -533832.750000 Penalty: 4183.278320
	Iteration 86Q: 3 clusters Score -533832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -533838.062500 Penalty: 4183.278320
	Iteration 87Q: 3 clusters Score -533838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -533839.375000 Penalty: 4183.278320
	Iteration 88Q: 3 clusters Score -533839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -533841.000000 Penalty: 4183.278320
	Iteration 89Q: 3 clusters Score -533841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -533842.812500 Penalty: 4183.278320
	Iteration 90Q: 3 clusters Score -533842.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -533845.437500 Penalty: 4183.278320
	Iteration 91Q: 3 clusters Score -533845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -533846.250000 Penalty: 4183.278320
	Iteration 92Q: 3 clusters Score -533846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -533848.687500 Penalty: 4183.278320
	Iteration 93Q: 3 clusters Score -533848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -533848.750000 Penalty: 4183.278320
	Iteration 94Q: 3 clusters Score -533848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -533850.562500 Penalty: 4183.278320
	Iteration 95Q: 3 clusters Score -533850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -533851.062500 Penalty: 4183.278320
	Iteration 96Q: 3 clusters Score -533851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -533851.062500 Penalty: 4183.278320
	Iteration 97F: 3 clusters Score -533851.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -405933.187500 Penalty: 2001.352173
	Iteration 0F: 2 clusters Score -405933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -402551.687500 Penalty: 4002.704346
	Iteration 0F: 3 clusters Score -402551.7 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -403229.187500 Penalty: 4002.704346
	Iteration 1F: 3 clusters Score -403229.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -403394.062500 Penalty: 4002.704346
	Iteration 2F: 3 clusters Score -403394.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -403499.468750 Penalty: 4002.704346
	Iteration 3Q: 3 clusters Score -403499.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -403579.468750 Penalty: 4002.704346
	Iteration 4Q: 3 clusters Score -403579.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -403655.312500 Penalty: 4002.704346
	Iteration 5Q: 3 clusters Score -403655.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -403738.000000 Penalty: 4002.704346
	Iteration 6Q: 3 clusters Score -403738 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -403868.843750 Penalty: 4002.704346
	Iteration 7Q: 3 clusters Score -403868.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -404089.093750 Penalty: 4002.704346
	Iteration 8Q: 3 clusters Score -404089.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -404336.218750 Penalty: 4002.704346
	Iteration 9Q: 3 clusters Score -404336.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -404633.281250 Penalty: 4002.704346
	Iteration 10F: 3 clusters Score -404633.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -404986.750000 Penalty: 4002.704346
	Iteration 11F: 3 clusters Score -404986.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -405424.062500 Penalty: 4002.704346
	Iteration 12F: 3 clusters Score -405424.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -405925.875000 Penalty: 4002.704346
	Iteration 13F: 3 clusters Score -405925.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -406520.906250 Penalty: 4002.704346
	Iteration 14F: 3 clusters Score -406520.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -407050.562500 Penalty: 4002.704346
	Iteration 15Q: 3 clusters Score -407050.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -407194.625000 Penalty: 4002.704346
	Iteration 16Q: 3 clusters Score -407194.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -407216.000000 Penalty: 4002.704346
	Iteration 17Q: 3 clusters Score -407216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -407216.468750 Penalty: 4002.704346
	Iteration 18Q: 3 clusters Score -407216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -407216.468750 Penalty: 4002.704346
	Iteration 19F: 3 clusters Score -407216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 156310 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 105783 members 
Mstep: Class 19 contains 24518 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70804 members 
Mstep: Class 23 contains 19161 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 1158 members 
Mstep: Class 29 contains 17565 members 
Mstep: Class 30 contains 4275 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 2039 members 
Entering Unmasked Estep 
Score: -77991048.000000 Penalty: 109260.546875
Splitting cluster 28 changes total score from -77991600.000000 to -77991048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (17565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Entering Unmasked Estep 
Score: -2238987.750000 Penalty: 2423.868652
	Iteration 0F: 2 clusters Score -2238988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2226441.000000 Penalty: 4847.737305
	Iteration 0F: 3 clusters Score -2226441 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2230600.250000 Penalty: 4847.737305
	Iteration 1F: 3 clusters Score -2230600 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2231074.750000 Penalty: 4847.737305
	Iteration 2F: 3 clusters Score -2231075 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2231485.500000 Penalty: 4847.737305
	Iteration 3F: 3 clusters Score -2231486 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2231862.750000 Penalty: 4847.737305
	Iteration 4Q: 3 clusters Score -2231863 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2232240.250000 Penalty: 4847.737305
	Iteration 5Q: 3 clusters Score -2232240 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2232602.000000 Penalty: 4847.737305
	Iteration 6Q: 3 clusters Score -2232602 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2232991.000000 Penalty: 4847.737305
	Iteration 7Q: 3 clusters Score -2232991 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2233396.250000 Penalty: 4847.737305
	Iteration 8Q: 3 clusters Score -2233396 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2233896.500000 Penalty: 4847.737305
	Iteration 9Q: 3 clusters Score -2233896 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2234446.750000 Penalty: 4847.737305
	Iteration 10Q: 3 clusters Score -2234447 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2234941.500000 Penalty: 4847.737305
	Iteration 11Q: 3 clusters Score -2234942 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2235410.750000 Penalty: 4847.737305
	Iteration 12Q: 3 clusters Score -2235411 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2235766.250000 Penalty: 4847.737305
	Iteration 13Q: 3 clusters Score -2235766 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2235987.000000 Penalty: 4847.737305
	Iteration 14Q: 3 clusters Score -2235987 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2236143.250000 Penalty: 4847.737305
	Iteration 15Q: 3 clusters Score -2236143 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2236263.500000 Penalty: 4847.737305
	Iteration 16Q: 3 clusters Score -2236264 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2236371.000000 Penalty: 4847.737305
	Iteration 17Q: 3 clusters Score -2236371 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2236462.750000 Penalty: 4847.737305
	Iteration 18Q: 3 clusters Score -2236463 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2236532.750000 Penalty: 4847.737305
	Iteration 19Q: 3 clusters Score -2236533 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2236589.000000 Penalty: 4847.737305
	Iteration 20F: 3 clusters Score -2236589 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2236642.500000 Penalty: 4847.737305
	Iteration 21Q: 3 clusters Score -2236642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2236698.500000 Penalty: 4847.737305
	Iteration 22Q: 3 clusters Score -2236698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2236747.500000 Penalty: 4847.737305
	Iteration 23Q: 3 clusters Score -2236748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2236791.500000 Penalty: 4847.737305
	Iteration 24Q: 3 clusters Score -2236792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2236833.000000 Penalty: 4847.737305
	Iteration 25Q: 3 clusters Score -2236833 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2236871.500000 Penalty: 4847.737305
	Iteration 26Q: 3 clusters Score -2236872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2236905.000000 Penalty: 4847.737305
	Iteration 27Q: 3 clusters Score -2236905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2236948.750000 Penalty: 4847.737305
	Iteration 28Q: 3 clusters Score -2236949 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2236970.750000 Penalty: 4847.737305
	Iteration 29Q: 3 clusters Score -2236971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2236992.750000 Penalty: 4847.737305
	Iteration 30Q: 3 clusters Score -2236993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2237000.250000 Penalty: 4847.737305
	Iteration 31Q: 3 clusters Score -2237000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2237005.250000 Penalty: 4847.737305
	Iteration 32Q: 3 clusters Score -2237005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2237013.750000 Penalty: 4847.737305
	Iteration 33Q: 3 clusters Score -2237014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2237024.500000 Penalty: 4847.737305
	Iteration 34Q: 3 clusters Score -2237024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2237026.500000 Penalty: 4847.737305
	Iteration 35Q: 3 clusters Score -2237026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2237032.750000 Penalty: 4847.737305
	Iteration 36Q: 3 clusters Score -2237033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2237033.500000 Penalty: 4847.737305
	Iteration 37Q: 3 clusters Score -2237034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2237035.250000 Penalty: 4847.737305
	Iteration 38Q: 3 clusters Score -2237035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2237037.500000 Penalty: 4847.737305
	Iteration 39Q: 3 clusters Score -2237038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2237038.250000 Penalty: 4847.737305
	Iteration 40F: 3 clusters Score -2237038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2237037.750000 Penalty: 4847.737305
	Iteration 41Q: 3 clusters Score -2237038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2237037.750000 Penalty: 4847.737305
	Iteration 42Q: 3 clusters Score -2237038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2237037.750000 Penalty: 4847.737305
	Iteration 43F: 3 clusters Score -2237038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -521121.000000 Penalty: 2073.413818
	Iteration 0F: 2 clusters Score -521121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -517101.281250 Penalty: 4146.827637
	Iteration 0F: 3 clusters Score -517101.3 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -518008.375000 Penalty: 4146.827637
	Iteration 1F: 3 clusters Score -518008.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -518143.000000 Penalty: 4146.827637
	Iteration 2F: 3 clusters Score -518143 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -518223.781250 Penalty: 4146.827637
	Iteration 3Q: 3 clusters Score -518223.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -518270.375000 Penalty: 4146.827637
	Iteration 4Q: 3 clusters Score -518270.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -518311.187500 Penalty: 4146.827637
	Iteration 5Q: 3 clusters Score -518311.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -518346.468750 Penalty: 4146.827637
	Iteration 6Q: 3 clusters Score -518346.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -518367.343750 Penalty: 4146.827637
	Iteration 7Q: 3 clusters Score -518367.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -518380.750000 Penalty: 4146.827637
	Iteration 8Q: 3 clusters Score -518380.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -518390.593750 Penalty: 4146.827637
	Iteration 9Q: 3 clusters Score -518390.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -518398.812500 Penalty: 4146.827637
	Iteration 10Q: 3 clusters Score -518398.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -518408.218750 Penalty: 4146.827637
	Iteration 11Q: 3 clusters Score -518408.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -518418.656250 Penalty: 4146.827637
	Iteration 12Q: 3 clusters Score -518418.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -518431.093750 Penalty: 4146.827637
	Iteration 13Q: 3 clusters Score -518431.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -518446.250000 Penalty: 4146.827637
	Iteration 14Q: 3 clusters Score -518446.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -518458.812500 Penalty: 4146.827637
	Iteration 15Q: 3 clusters Score -518458.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -518467.125000 Penalty: 4146.827637
	Iteration 16Q: 3 clusters Score -518467.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -518473.656250 Penalty: 4146.827637
	Iteration 17Q: 3 clusters Score -518473.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -518477.500000 Penalty: 4146.827637
	Iteration 18Q: 3 clusters Score -518477.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -518484.781250 Penalty: 4146.827637
	Iteration 19Q: 3 clusters Score -518484.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -518495.031250 Penalty: 4146.827637
	Iteration 20F: 3 clusters Score -518495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -518502.593750 Penalty: 4146.827637
	Iteration 21Q: 3 clusters Score -518502.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -518509.687500 Penalty: 4146.827637
	Iteration 22Q: 3 clusters Score -518509.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -518515.687500 Penalty: 4146.827637
	Iteration 23Q: 3 clusters Score -518515.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -518521.843750 Penalty: 4146.827637
	Iteration 24Q: 3 clusters Score -518521.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -518529.500000 Penalty: 4146.827637
	Iteration 25Q: 3 clusters Score -518529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -518536.093750 Penalty: 4146.827637
	Iteration 26Q: 3 clusters Score -518536.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -518542.437500 Penalty: 4146.827637
	Iteration 27Q: 3 clusters Score -518542.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -518552.375000 Penalty: 4146.827637
	Iteration 28Q: 3 clusters Score -518552.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -518557.781250 Penalty: 4146.827637
	Iteration 29Q: 3 clusters Score -518557.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -518568.687500 Penalty: 4146.827637
	Iteration 30Q: 3 clusters Score -518568.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -518576.937500 Penalty: 4146.827637
	Iteration 31Q: 3 clusters Score -518576.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -518588.750000 Penalty: 4146.827637
	Iteration 32Q: 3 clusters Score -518588.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -518601.968750 Penalty: 4146.827637
	Iteration 33Q: 3 clusters Score -518602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -518610.937500 Penalty: 4146.827637
	Iteration 34Q: 3 clusters Score -518610.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -518618.406250 Penalty: 4146.827637
	Iteration 35Q: 3 clusters Score -518618.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -518621.312500 Penalty: 4146.827637
	Iteration 36Q: 3 clusters Score -518621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -518622.718750 Penalty: 4146.827637
	Iteration 37Q: 3 clusters Score -518622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -518624.250000 Penalty: 4146.827637
	Iteration 38Q: 3 clusters Score -518624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -518626.031250 Penalty: 4146.827637
	Iteration 39Q: 3 clusters Score -518626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -518626.906250 Penalty: 4146.827637
	Iteration 40F: 3 clusters Score -518626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -518628.843750 Penalty: 4146.827637
	Iteration 41Q: 3 clusters Score -518628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -518629.906250 Penalty: 4146.827637
	Iteration 42Q: 3 clusters Score -518629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -518630.781250 Penalty: 4146.827637
	Iteration 43Q: 3 clusters Score -518630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -518630.843750 Penalty: 4146.827637
	Iteration 44Q: 3 clusters Score -518630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -518631.281250 Penalty: 4146.827637
	Iteration 45Q: 3 clusters Score -518631.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -518631.875000 Penalty: 4146.827637
	Iteration 46Q: 3 clusters Score -518631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -518632.625000 Penalty: 4146.827637
	Iteration 47Q: 3 clusters Score -518632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -518632.812500 Penalty: 4146.827637
	Iteration 48Q: 3 clusters Score -518632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -518632.812500 Penalty: 4146.827637
	Iteration 49F: 3 clusters Score -518632.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -38072.011719 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -38072.01 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 159 members 
Entering Unmasked Estep 
Score: -36834.554688 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -36834.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37026.601562 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -37026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37113.636719 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -37113.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -37179.195312 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -37179.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -37232.539062 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -37232.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -37252.011719 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -37252.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -37261.312500 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -37261.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -37261.312500 Penalty: 2882.325928
	Iteration 7F: 3 clusters Score -37261.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -104725.539062 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -104725.5 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 433 members 
Entering Unmasked Estep 
Score: -102924.617188 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -102924.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103212.125000 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -103212.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103294.414062 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -103294.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103320.765625 Penalty: 3354.886963
	Iteration 3Q: 3 clusters Score -103320.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103333.843750 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -103333.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103340.796875 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -103340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103345.070312 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -103345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -103348.289062 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -103348.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103353.867188 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -103353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103359.515625 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -103359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103367.515625 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -103367.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103395.992188 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -103396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103485.242188 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -103485.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103588.843750 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -103588.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103665.882812 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -103665.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103748.179688 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -103748.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103795.054688 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -103795.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -103828.101562 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -103828.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103871.023438 Penalty: 3354.886963
	Iteration 18Q: 3 clusters Score -103871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103925.046875 Penalty: 3354.886963
	Iteration 19Q: 3 clusters Score -103925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103957.523438 Penalty: 3354.886963
	Iteration 20F: 3 clusters Score -103957.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103987.968750 Penalty: 3354.886963
	Iteration 21Q: 3 clusters Score -103988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104013.750000 Penalty: 3354.886963
	Iteration 22Q: 3 clusters Score -104013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104031.531250 Penalty: 3354.886963
	Iteration 23Q: 3 clusters Score -104031.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104054.843750 Penalty: 3354.886963
	Iteration 24Q: 3 clusters Score -104054.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104092.882812 Penalty: 3354.886963
	Iteration 25Q: 3 clusters Score -104092.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104132.945312 Penalty: 3354.886963
	Iteration 26Q: 3 clusters Score -104132.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104173.093750 Penalty: 3354.886963
	Iteration 27Q: 3 clusters Score -104173.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -104215.000000 Penalty: 3354.886963
	Iteration 28Q: 3 clusters Score -104215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104248.429688 Penalty: 3354.886963
	Iteration 29Q: 3 clusters Score -104248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104284.960938 Penalty: 3354.886963
	Iteration 30Q: 3 clusters Score -104285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104323.804688 Penalty: 3354.886963
	Iteration 31Q: 3 clusters Score -104323.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104359.156250 Penalty: 3354.886963
	Iteration 32Q: 3 clusters Score -104359.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104381.648438 Penalty: 3354.886963
	Iteration 33Q: 3 clusters Score -104381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104397.437500 Penalty: 3354.886963
	Iteration 34Q: 3 clusters Score -104397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104405.531250 Penalty: 3354.886963
	Iteration 35Q: 3 clusters Score -104405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -104409.476562 Penalty: 3354.886963
	Iteration 36Q: 3 clusters Score -104409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -104412.929688 Penalty: 3354.886963
	Iteration 37Q: 3 clusters Score -104412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104415.804688 Penalty: 3354.886963
	Iteration 38Q: 3 clusters Score -104415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104419.656250 Penalty: 3354.886963
	Iteration 39Q: 3 clusters Score -104419.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104419.656250 Penalty: 3354.886963
	Iteration 40F: 3 clusters Score -104419.7 nChanged 0
--- Evaluating fit on full set of 1884401 points ---
Entering Unmasked Estep 
Score: -234341376.000000 Penalty: 114668.218750
21->33 Clusters: Score -234341376.000000, best is -234329664.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 628133 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 30146 members 
Mstep: Class 3 contains 30193 members 
Mstep: Class 4 contains 29651 members 
Mstep: Class 5 contains 29914 members 
Mstep: Class 6 contains 30171 members 
Mstep: Class 7 contains 29619 members 
Mstep: Class 8 contains 29641 members 
Mstep: Class 9 contains 30199 members 
Mstep: Class 10 contains 29623 members 
Mstep: Class 11 contains 29958 members 
Mstep: Class 12 contains 30030 members 
Mstep: Class 13 contains 30118 members 
Mstep: Class 14 contains 29817 members 
Mstep: Class 15 contains 29932 members 
Mstep: Class 16 contains 29877 members 
Mstep: Class 17 contains 29813 members 
Mstep: Class 18 contains 29986 members 
Mstep: Class 19 contains 29966 members 
Mstep: Class 20 contains 29920 members 
Mstep: Class 21 contains 29722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 140.839294 but Gain 3310.921875
Score: -72687968.000000 Penalty: 66218.515625
Iteration 0F: 21 clusters Score -7.268797e+07 nChanged 595821
Entering Unmasked Mstep 
Mstep: Class 0 contains 2797 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 10142 members 
Mstep: Class 3 contains 14861 members 
Mstep: Class 4 contains 25159 members 
Mstep: Class 5 contains 36634 members 
Mstep: Class 6 contains 23024 members 
Mstep: Class 7 contains 99340 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 13802 members 
Mstep: Class 11 contains 165173 members 
Mstep: Class 12 contains 46123 members 
Mstep: Class 13 contains 7583 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 7786 members 
Mstep: Class 16 contains 54790 members 
Mstep: Class 17 contains 34086 members 
Mstep: Class 18 contains 5314 members 
Mstep: Class 19 contains 43449 members 
Mstep: Class 20 contains 9167 members 
Mstep: Class 21 contains 14180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76261392.000000 Penalty: 66218.515625
Iteration 1F: 21 clusters Score -7.626139e+07 nChanged 250310
Entering Unmasked Mstep 
Mstep: Class 0 contains 787 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 11616 members 
Mstep: Class 3 contains 9080 members 
Mstep: Class 4 contains 9637 members 
Mstep: Class 5 contains 33926 members 
Mstep: Class 6 contains 12351 members 
Mstep: Class 7 contains 113595 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 12770 members 
Mstep: Class 11 contains 212971 members 
Mstep: Class 12 contains 46606 members 
Mstep: Class 13 contains 7399 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 11731 members 
Mstep: Class 16 contains 45222 members 
Mstep: Class 17 contains 25307 members 
Mstep: Class 18 contains 1332 members 
Mstep: Class 19 contains 40628 members 
Mstep: Class 20 contains 9091 members 
Mstep: Class 21 contains 11218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76990080.000000 Penalty: 66218.515625
Iteration 2F: 21 clusters Score -7.699008e+07 nChanged 161553
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 5951 members 
Mstep: Class 5 contains 32435 members 
Mstep: Class 6 contains 7885 members 
Mstep: Class 7 contains 100034 members 
Mstep: Class 9 contains 3922 members 
Mstep: Class 10 contains 20042 members 
Mstep: Class 11 contains 239870 members 
Mstep: Class 12 contains 53075 members 
Mstep: Class 13 contains 7388 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 17813 members 
Mstep: Class 16 contains 34656 members 
Mstep: Class 17 contains 25598 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 28589 members 
Mstep: Class 20 contains 8998 members 
Mstep: Class 21 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77339456.000000 Penalty: 66218.515625
Iteration 3F: 21 clusters Score -7.733946e+07 nChanged 118985
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3642 members 
Mstep: Class 3 contains 6899 members 
Mstep: Class 4 contains 7285 members 
Mstep: Class 5 contains 28939 members 
Mstep: Class 6 contains 4329 members 
Mstep: Class 7 contains 85461 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 26597 members 
Mstep: Class 11 contains 253097 members 
Mstep: Class 12 contains 60751 members 
Mstep: Class 13 contains 5468 members 
Mstep: Class 14 contains 2256 members 
Mstep: Class 15 contains 22114 members 
Mstep: Class 16 contains 32085 members 
Mstep: Class 17 contains 21260 members 
Mstep: Class 18 contains 1011 members 
Mstep: Class 19 contains 20175 members 
Mstep: Class 20 contains 10633 members 
Mstep: Class 21 contains 21444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77527168.000000 Penalty: 66218.515625
Iteration 4F: 21 clusters Score -7.752717e+07 nChanged 84315
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1576 members 
Mstep: Class 3 contains 6824 members 
Mstep: Class 4 contains 8855 members 
Mstep: Class 5 contains 24163 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 77564 members 
Mstep: Class 9 contains 4189 members 
Mstep: Class 10 contains 30490 members 
Mstep: Class 11 contains 251853 members 
Mstep: Class 12 contains 71655 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 1960 members 
Mstep: Class 15 contains 25072 members 
Mstep: Class 16 contains 32522 members 
Mstep: Class 17 contains 14676 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 16451 members 
Mstep: Class 20 contains 11889 members 
Mstep: Class 21 contains 28999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77627200.000000 Penalty: 66218.515625
Iteration 5F: 21 clusters Score -7.76272e+07 nChanged 58978
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 9592 members 
Mstep: Class 5 contains 19494 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 74490 members 
Mstep: Class 9 contains 3842 members 
Mstep: Class 10 contains 32587 members 
Mstep: Class 11 contains 243419 members 
Mstep: Class 12 contains 82038 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 27555 members 
Mstep: Class 16 contains 33757 members 
Mstep: Class 17 contains 10855 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 14390 members 
Mstep: Class 20 contains 11647 members 
Mstep: Class 21 contains 34599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77675592.000000 Penalty: 66218.515625
Iteration 6F: 21 clusters Score -7.767559e+07 nChanged 43348
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 7169 members 
Mstep: Class 4 contains 9857 members 
Mstep: Class 5 contains 15863 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 73753 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 33844 members 
Mstep: Class 11 contains 233776 members 
Mstep: Class 12 contains 90427 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 29951 members 
Mstep: Class 16 contains 34933 members 
Mstep: Class 17 contains 8973 members 
Mstep: Class 18 contains 1138 members 
Mstep: Class 19 contains 12631 members 
Mstep: Class 20 contains 11124 members 
Mstep: Class 21 contains 38388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77707312.000000 Penalty: 66218.515625
Iteration 7F: 21 clusters Score -7.770731e+07 nChanged 34940
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 9966 members 
Mstep: Class 5 contains 13300 members 
Mstep: Class 6 contains 2389 members 
Mstep: Class 7 contains 74587 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 34668 members 
Mstep: Class 11 contains 224442 members 
Mstep: Class 12 contains 96932 members 
Mstep: Class 13 contains 4226 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 32325 members 
Mstep: Class 16 contains 35817 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 18 contains 1167 members 
Mstep: Class 19 contains 11067 members 
Mstep: Class 20 contains 10661 members 
Mstep: Class 21 contains 40944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77732512.000000 Penalty: 66218.515625
Iteration 8F: 21 clusters Score -7.773251e+07 nChanged 30724
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1030 members 
Mstep: Class 3 contains 7334 members 
Mstep: Class 4 contains 9916 members 
Mstep: Class 5 contains 11609 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 7 contains 76594 members 
Mstep: Class 9 contains 4231 members 
Mstep: Class 10 contains 35257 members 
Mstep: Class 11 contains 216027 members 
Mstep: Class 12 contains 101909 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 34702 members 
Mstep: Class 16 contains 36121 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 9722 members 
Mstep: Class 20 contains 10220 members 
Mstep: Class 21 contains 42489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77755200.000000 Penalty: 66218.515625
Iteration 9Q: 21 clusters Score -7.77552e+07 nChanged 28497
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1074 members 
Mstep: Class 3 contains 7399 members 
Mstep: Class 4 contains 9703 members 
Mstep: Class 5 contains 10624 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 79626 members 
Mstep: Class 9 contains 4621 members 
Mstep: Class 10 contains 35639 members 
Mstep: Class 11 contains 208209 members 
Mstep: Class 12 contains 105582 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 37188 members 
Mstep: Class 16 contains 35880 members 
Mstep: Class 17 contains 5855 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 8760 members 
Mstep: Class 20 contains 9872 members 
Mstep: Class 21 contains 43282 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 10Q: 21 clusters Score -7.777934e+07 nChanged 26816
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 7980 members 
Mstep: Class 4 contains 9310 members 
Mstep: Class 5 contains 10142 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 83458 members 
Mstep: Class 9 contains 4761 members 
Mstep: Class 10 contains 35951 members 
Mstep: Class 11 contains 201206 members 
Mstep: Class 12 contains 108172 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 39792 members 
Mstep: Class 16 contains 34813 members 
Mstep: Class 17 contains 5095 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 8173 members 
Mstep: Class 20 contains 9566 members 
Mstep: Class 21 contains 43551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77804232.000000 Penalty: 66218.515625
Iteration 11Q: 21 clusters Score -7.780423e+07 nChanged 24925
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 8695 members 
Mstep: Class 4 contains 8880 members 
Mstep: Class 5 contains 9773 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 87255 members 
Mstep: Class 9 contains 4778 members 
Mstep: Class 10 contains 36232 members 
Mstep: Class 11 contains 195314 members 
Mstep: Class 12 contains 109999 members 
Mstep: Class 13 contains 4253 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 42533 members 
Mstep: Class 16 contains 33358 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 1085 members 
Mstep: Class 19 contains 7884 members 
Mstep: Class 20 contains 9280 members 
Mstep: Class 21 contains 43440 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 12Q: 21 clusters Score -7.782174e+07 nChanged 22066
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 9213 members 
Mstep: Class 4 contains 8402 members 
Mstep: Class 5 contains 9338 members 
Mstep: Class 6 contains 2254 members 
Mstep: Class 7 contains 90709 members 
Mstep: Class 9 contains 4810 members 
Mstep: Class 10 contains 36485 members 
Mstep: Class 11 contains 190827 members 
Mstep: Class 12 contains 111524 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 45335 members 
Mstep: Class 16 contains 31621 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 7725 members 
Mstep: Class 20 contains 9075 members 
Mstep: Class 21 contains 42858 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -7.78353e+07 nChanged 18804
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 9518 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 8935 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 93753 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 36708 members 
Mstep: Class 11 contains 187559 members 
Mstep: Class 12 contains 113065 members 
Mstep: Class 13 contains 4321 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 47873 members 
Mstep: Class 16 contains 29509 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 1027 members 
Mstep: Class 19 contains 7685 members 
Mstep: Class 20 contains 8962 members 
Mstep: Class 21 contains 41958 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -7.784466e+07 nChanged 16030
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 9756 members 
Mstep: Class 4 contains 7588 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 96623 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 36905 members 
Mstep: Class 11 contains 184844 members 
Mstep: Class 12 contains 114951 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 49877 members 
Mstep: Class 16 contains 27297 members 
Mstep: Class 17 contains 4057 members 
Mstep: Class 18 contains 995 members 
Mstep: Class 19 contains 7676 members 
Mstep: Class 20 contains 8901 members 
Mstep: Class 21 contains 40857 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -7.785114e+07 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 7260 members 
Mstep: Class 5 contains 8342 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 99213 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 37067 members 
Mstep: Class 11 contains 182412 members 
Mstep: Class 12 contains 117231 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 51424 members 
Mstep: Class 16 contains 25154 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 7675 members 
Mstep: Class 20 contains 8876 members 
Mstep: Class 21 contains 39586 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -7.785546e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 10005 members 
Mstep: Class 4 contains 7025 members 
Mstep: Class 5 contains 8133 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 101704 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 37150 members 
Mstep: Class 11 contains 179999 members 
Mstep: Class 12 contains 119812 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 52558 members 
Mstep: Class 16 contains 23209 members 
Mstep: Class 17 contains 4069 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 7677 members 
Mstep: Class 20 contains 8871 members 
Mstep: Class 21 contains 38255 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -7.785833e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 10061 members 
Mstep: Class 4 contains 6808 members 
Mstep: Class 5 contains 7950 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 104116 members 
Mstep: Class 9 contains 4925 members 
Mstep: Class 10 contains 37181 members 
Mstep: Class 11 contains 177618 members 
Mstep: Class 12 contains 122635 members 
Mstep: Class 13 contains 4392 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 53377 members 
Mstep: Class 16 contains 21472 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 8871 members 
Mstep: Class 21 contains 36867 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -7.786134e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 10100 members 
Mstep: Class 4 contains 6665 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 106405 members 
Mstep: Class 9 contains 4928 members 
Mstep: Class 10 contains 37194 members 
Mstep: Class 11 contains 175084 members 
Mstep: Class 12 contains 125601 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 54045 members 
Mstep: Class 16 contains 19934 members 
Mstep: Class 17 contains 4190 members 
Mstep: Class 18 contains 884 members 
Mstep: Class 19 contains 7673 members 
Mstep: Class 20 contains 8875 members 
Mstep: Class 21 contains 35427 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -7.786291e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 10126 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 7687 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 108659 members 
Mstep: Class 9 contains 4923 members 
Mstep: Class 10 contains 37199 members 
Mstep: Class 11 contains 172451 members 
Mstep: Class 12 contains 128706 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 54575 members 
Mstep: Class 16 contains 18497 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 7663 members 
Mstep: Class 20 contains 8874 members 
Mstep: Class 21 contains 33999 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -7.786728e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 110897 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 37182 members 
Mstep: Class 11 contains 169822 members 
Mstep: Class 12 contains 131302 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 55057 members 
Mstep: Class 16 contains 17081 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 7656 members 
Mstep: Class 20 contains 8751 members 
Mstep: Class 21 contains 32570 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -7.787231e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 10173 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 113004 members 
Mstep: Class 9 contains 4917 members 
Mstep: Class 10 contains 37114 members 
Mstep: Class 11 contains 166799 members 
Mstep: Class 12 contains 134243 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 55499 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 794 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 31207 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -7.78767e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 10175 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 7553 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 114950 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 37079 members 
Mstep: Class 11 contains 163778 members 
Mstep: Class 12 contains 137199 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 55914 members 
Mstep: Class 16 contains 14786 members 
Mstep: Class 17 contains 6035 members 
Mstep: Class 18 contains 746 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 29828 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -7.78814e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 10162 members 
Mstep: Class 4 contains 6306 members 
Mstep: Class 5 contains 7555 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 116867 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 37093 members 
Mstep: Class 11 contains 160727 members 
Mstep: Class 12 contains 139677 members 
Mstep: Class 13 contains 4490 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 56268 members 
Mstep: Class 16 contains 13848 members 
Mstep: Class 17 contains 7342 members 
Mstep: Class 18 contains 718 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 8740 members 
Mstep: Class 21 contains 28501 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -7.788849e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 10107 members 
Mstep: Class 4 contains 6265 members 
Mstep: Class 5 contains 7546 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 118693 members 
Mstep: Class 9 contains 4917 members 
Mstep: Class 10 contains 37153 members 
Mstep: Class 11 contains 157534 members 
Mstep: Class 12 contains 141953 members 
Mstep: Class 13 contains 4504 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 56595 members 
Mstep: Class 16 contains 13032 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 7527 members 
Mstep: Class 20 contains 8808 members 
Mstep: Class 21 contains 27269 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -7.789389e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 7 contains 120464 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 37165 members 
Mstep: Class 11 contains 154270 members 
Mstep: Class 12 contains 144215 members 
Mstep: Class 13 contains 4515 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 56941 members 
Mstep: Class 16 contains 12331 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 18 contains 696 members 
Mstep: Class 19 contains 7480 members 
Mstep: Class 20 contains 8916 members 
Mstep: Class 21 contains 26005 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -7.789927e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 7541 members 
Mstep: Class 6 contains 1760 members 
Mstep: Class 7 contains 122148 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 37205 members 
Mstep: Class 11 contains 151091 members 
Mstep: Class 12 contains 146201 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 57264 members 
Mstep: Class 16 contains 11678 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 20 contains 9042 members 
Mstep: Class 21 contains 24838 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -7.790348e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 9948 members 
Mstep: Class 4 contains 5948 members 
Mstep: Class 5 contains 7626 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 123662 members 
Mstep: Class 9 contains 4874 members 
Mstep: Class 10 contains 37298 members 
Mstep: Class 11 contains 148238 members 
Mstep: Class 12 contains 147814 members 
Mstep: Class 13 contains 4548 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 57554 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 13018 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 9155 members 
Mstep: Class 21 contains 23763 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -7.790789e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1018 members 
Mstep: Class 3 contains 9900 members 
Mstep: Class 4 contains 5841 members 
Mstep: Class 5 contains 7707 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 125073 members 
Mstep: Class 9 contains 4863 members 
Mstep: Class 10 contains 37420 members 
Mstep: Class 11 contains 145651 members 
Mstep: Class 12 contains 148904 members 
Mstep: Class 13 contains 4564 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 57777 members 
Mstep: Class 16 contains 10620 members 
Mstep: Class 17 contains 14451 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 9225 members 
Mstep: Class 21 contains 22880 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -7.791147e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9854 members 
Mstep: Class 4 contains 5759 members 
Mstep: Class 5 contains 7814 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 126230 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 37518 members 
Mstep: Class 11 contains 143465 members 
Mstep: Class 12 contains 149688 members 
Mstep: Class 13 contains 4580 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 57959 members 
Mstep: Class 16 contains 10249 members 
Mstep: Class 17 contains 15805 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 7321 members 
Mstep: Class 20 contains 9288 members 
Mstep: Class 21 contains 22056 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -7.791487e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9820 members 
Mstep: Class 4 contains 5667 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 127243 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 37634 members 
Mstep: Class 11 contains 141652 members 
Mstep: Class 12 contains 150099 members 
Mstep: Class 13 contains 4598 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 58085 members 
Mstep: Class 16 contains 9944 members 
Mstep: Class 17 contains 17125 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 7292 members 
Mstep: Class 20 contains 9344 members 
Mstep: Class 21 contains 21320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77917832.000000 Penalty: 66218.515625
Iteration 31Q: 21 clusters Score -7.791783e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9782 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 8029 members 
Mstep: Class 6 contains 1760 members 
Mstep: Class 7 contains 128116 members 
Mstep: Class 9 contains 4821 members 
Mstep: Class 10 contains 37751 members 
Mstep: Class 11 contains 140252 members 
Mstep: Class 12 contains 150255 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 58100 members 
Mstep: Class 16 contains 9687 members 
Mstep: Class 17 contains 18337 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7265 members 
Mstep: Class 20 contains 9390 members 
Mstep: Class 21 contains 20728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77919944.000000 Penalty: 66218.515625
Iteration 32Q: 21 clusters Score -7.791994e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9764 members 
Mstep: Class 4 contains 5427 members 
Mstep: Class 5 contains 8145 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 128895 members 
Mstep: Class 9 contains 4815 members 
Mstep: Class 10 contains 37860 members 
Mstep: Class 11 contains 139141 members 
Mstep: Class 12 contains 150348 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 57960 members 
Mstep: Class 16 contains 9453 members 
Mstep: Class 17 contains 19445 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7241 members 
Mstep: Class 20 contains 9431 members 
Mstep: Class 21 contains 20216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77922360.000000 Penalty: 66218.515625
Iteration 33Q: 21 clusters Score -7.792236e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 5289 members 
Mstep: Class 5 contains 8276 members 
Mstep: Class 6 contains 1789 members 
Mstep: Class 7 contains 129592 members 
Mstep: Class 9 contains 4812 members 
Mstep: Class 10 contains 37915 members 
Mstep: Class 11 contains 138259 members 
Mstep: Class 12 contains 150348 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 57707 members 
Mstep: Class 16 contains 9261 members 
Mstep: Class 17 contains 20482 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7227 members 
Mstep: Class 20 contains 9469 members 
Mstep: Class 21 contains 19852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77924400.000000 Penalty: 66218.515625
Iteration 34Q: 21 clusters Score -7.79244e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9733 members 
Mstep: Class 4 contains 5147 members 
Mstep: Class 5 contains 8416 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 130205 members 
Mstep: Class 9 contains 4821 members 
Mstep: Class 10 contains 37964 members 
Mstep: Class 11 contains 137570 members 
Mstep: Class 12 contains 150271 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 57351 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7210 members 
Mstep: Class 20 contains 9483 members 
Mstep: Class 21 contains 19687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77926736.000000 Penalty: 66218.515625
Iteration 35Q: 21 clusters Score -7.792674e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9729 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 1825 members 
Mstep: Class 7 contains 130742 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 37981 members 
Mstep: Class 11 contains 136934 members 
Mstep: Class 12 contains 150165 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 56835 members 
Mstep: Class 16 contains 8890 members 
Mstep: Class 17 contains 22260 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 9509 members 
Mstep: Class 21 contains 19782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77928064.000000 Penalty: 66218.515625
Iteration 36Q: 21 clusters Score -7.792806e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9713 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 131177 members 
Mstep: Class 9 contains 4819 members 
Mstep: Class 10 contains 37970 members 
Mstep: Class 11 contains 136378 members 
Mstep: Class 12 contains 150071 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 56255 members 
Mstep: Class 16 contains 8767 members 
Mstep: Class 17 contains 23036 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 9526 members 
Mstep: Class 21 contains 20080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77929328.000000 Penalty: 66218.515625
Iteration 37Q: 21 clusters Score -7.792933e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9704 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 131514 members 
Mstep: Class 9 contains 4805 members 
Mstep: Class 10 contains 37961 members 
Mstep: Class 11 contains 135849 members 
Mstep: Class 12 contains 149996 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 55685 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 23659 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7185 members 
Mstep: Class 20 contains 9549 members 
Mstep: Class 21 contains 20493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77930552.000000 Penalty: 66218.515625
Iteration 38Q: 21 clusters Score -7.793055e+07 nChanged 3427
Entering ConstructFrom: 
Score: -77930552.000000 Penalty: 66218.515625
Entering ConstructFrom: 
Trying to split cluster 1 (9330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Entering Unmasked Estep 
Score: -1116331.500000 Penalty: 2266.965576
	Iteration 0F: 2 clusters Score -1116332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1109014.500000 Penalty: 4533.931152
	Iteration 0F: 3 clusters Score -1109014 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1111106.000000 Penalty: 4533.931152
	Iteration 1F: 3 clusters Score -1111106 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1111649.375000 Penalty: 4533.931152
	Iteration 2F: 3 clusters Score -1111649 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1112145.500000 Penalty: 4533.931152
	Iteration 3F: 3 clusters Score -1112146 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1112523.500000 Penalty: 4533.931152
	Iteration 4F: 3 clusters Score -1112524 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1112845.125000 Penalty: 4533.931152
	Iteration 5F: 3 clusters Score -1112845 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1113078.875000 Penalty: 4533.931152
	Iteration 6Q: 3 clusters Score -1113079 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1113258.750000 Penalty: 4533.931152
	Iteration 7Q: 3 clusters Score -1113259 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1113425.125000 Penalty: 4533.931152
	Iteration 8Q: 3 clusters Score -1113425 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1113546.250000 Penalty: 4533.931152
	Iteration 9Q: 3 clusters Score -1113546 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1113629.625000 Penalty: 4533.931152
	Iteration 10Q: 3 clusters Score -1113630 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1113719.125000 Penalty: 4533.931152
	Iteration 11Q: 3 clusters Score -1113719 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1113803.000000 Penalty: 4533.931152
	Iteration 12Q: 3 clusters Score -1113803 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1113878.250000 Penalty: 4533.931152
	Iteration 13Q: 3 clusters Score -1113878 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1113968.250000 Penalty: 4533.931152
	Iteration 14Q: 3 clusters Score -1113968 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1114067.375000 Penalty: 4533.931152
	Iteration 15Q: 3 clusters Score -1114067 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1114149.250000 Penalty: 4533.931152
	Iteration 16Q: 3 clusters Score -1114149 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1114223.500000 Penalty: 4533.931152
	Iteration 17Q: 3 clusters Score -1114224 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1114300.250000 Penalty: 4533.931152
	Iteration 18Q: 3 clusters Score -1114300 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1114347.125000 Penalty: 4533.931152
	Iteration 19Q: 3 clusters Score -1114347 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1114399.750000 Penalty: 4533.931152
	Iteration 20F: 3 clusters Score -1114400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1114442.000000 Penalty: 4533.931152
	Iteration 21Q: 3 clusters Score -1114442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1114493.125000 Penalty: 4533.931152
	Iteration 22Q: 3 clusters Score -1114493 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1114540.000000 Penalty: 4533.931152
	Iteration 23Q: 3 clusters Score -1114540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1114596.750000 Penalty: 4533.931152
	Iteration 24Q: 3 clusters Score -1114597 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1114667.500000 Penalty: 4533.931152
	Iteration 25Q: 3 clusters Score -1114668 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1114726.125000 Penalty: 4533.931152
	Iteration 26Q: 3 clusters Score -1114726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1114771.125000 Penalty: 4533.931152
	Iteration 27Q: 3 clusters Score -1114771 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1114813.875000 Penalty: 4533.931152
	Iteration 28Q: 3 clusters Score -1114814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1114860.625000 Penalty: 4533.931152
	Iteration 29Q: 3 clusters Score -1114861 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1114892.500000 Penalty: 4533.931152
	Iteration 30Q: 3 clusters Score -1114892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1114918.625000 Penalty: 4533.931152
	Iteration 31Q: 3 clusters Score -1114919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1114942.000000 Penalty: 4533.931152
	Iteration 32Q: 3 clusters Score -1114942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1114956.375000 Penalty: 4533.931152
	Iteration 33Q: 3 clusters Score -1114956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1114980.125000 Penalty: 4533.931152
	Iteration 34Q: 3 clusters Score -1114980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1115002.125000 Penalty: 4533.931152
	Iteration 35Q: 3 clusters Score -1115002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1115015.125000 Penalty: 4533.931152
	Iteration 36Q: 3 clusters Score -1115015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1115025.500000 Penalty: 4533.931152
	Iteration 37Q: 3 clusters Score -1115026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1115033.625000 Penalty: 4533.931152
	Iteration 38Q: 3 clusters Score -1115034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1115045.125000 Penalty: 4533.931152
	Iteration 39Q: 3 clusters Score -1115045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1115058.250000 Penalty: 4533.931152
	Iteration 40F: 3 clusters Score -1115058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1115074.125000 Penalty: 4533.931152
	Iteration 41Q: 3 clusters Score -1115074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1115089.625000 Penalty: 4533.931152
	Iteration 42Q: 3 clusters Score -1115090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1115102.375000 Penalty: 4533.931152
	Iteration 43Q: 3 clusters Score -1115102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1115119.750000 Penalty: 4533.931152
	Iteration 44Q: 3 clusters Score -1115120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1115136.500000 Penalty: 4533.931152
	Iteration 45Q: 3 clusters Score -1115136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1115160.500000 Penalty: 4533.931152
	Iteration 46Q: 3 clusters Score -1115160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1115179.000000 Penalty: 4533.931152
	Iteration 47Q: 3 clusters Score -1115179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1115194.750000 Penalty: 4533.931152
	Iteration 48Q: 3 clusters Score -1115195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1115212.875000 Penalty: 4533.931152
	Iteration 49Q: 3 clusters Score -1115213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1115227.375000 Penalty: 4533.931152
	Iteration 50Q: 3 clusters Score -1115227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1115234.000000 Penalty: 4533.931152
	Iteration 51Q: 3 clusters Score -1115234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1115246.250000 Penalty: 4533.931152
	Iteration 52Q: 3 clusters Score -1115246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1115256.125000 Penalty: 4533.931152
	Iteration 53Q: 3 clusters Score -1115256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1115264.750000 Penalty: 4533.931152
	Iteration 54Q: 3 clusters Score -1115265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1115273.000000 Penalty: 4533.931152
	Iteration 55Q: 3 clusters Score -1115273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1115279.250000 Penalty: 4533.931152
	Iteration 56Q: 3 clusters Score -1115279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1115284.375000 Penalty: 4533.931152
	Iteration 57Q: 3 clusters Score -1115284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1115291.875000 Penalty: 4533.931152
	Iteration 58Q: 3 clusters Score -1115292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1115295.500000 Penalty: 4533.931152
	Iteration 59Q: 3 clusters Score -1115296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1115297.250000 Penalty: 4533.931152
	Iteration 60F: 3 clusters Score -1115297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1115296.500000 Penalty: 4533.931152
	Iteration 61Q: 3 clusters Score -1115296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1115296.375000 Penalty: 4533.931152
	Iteration 62Q: 3 clusters Score -1115296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1115296.375000 Penalty: 4533.931152
	Iteration 63F: 3 clusters Score -1115296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -122129.039062 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -122129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120182.273438 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -120182.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -120460.476562 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -120460.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120553.445312 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -120553.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120616.773438 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -120616.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120663.242188 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -120663.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120700.414062 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -120700.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -120718.234375 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -120718.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120736.210938 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -120736.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120748.515625 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -120748.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -120768.843750 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -120768.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120784.156250 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -120784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -120800.703125 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -120800.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -120824.554688 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -120824.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -120854.359375 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -120854.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -120896.265625 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -120896.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -120929.507812 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -120929.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -120959.093750 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -120959.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -120982.421875 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -120982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121001.023438 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -121001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121024.609375 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -121024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -121046.773438 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -121046.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121063.250000 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -121063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -121085.945312 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -121085.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -121100.554688 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -121100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -121111.984375 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -121112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -121123.062500 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -121123.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -121139.742188 Penalty: 3432.653076
	Iteration 26Q: 3 clusters Score -121139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121146.242188 Penalty: 3432.653076
	Iteration 27Q: 3 clusters Score -121146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121150.992188 Penalty: 3432.653076
	Iteration 28Q: 3 clusters Score -121151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121150.992188 Penalty: 3432.653076
	Iteration 29F: 3 clusters Score -121151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Entering Unmasked Estep 
Score: -1247042.750000 Penalty: 2276.226562
	Iteration 0F: 2 clusters Score -1247043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1239630.375000 Penalty: 4552.453125
	Iteration 0F: 3 clusters Score -1239630 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1241984.875000 Penalty: 4552.453125
	Iteration 1F: 3 clusters Score -1241985 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1242478.875000 Penalty: 4552.453125
	Iteration 2F: 3 clusters Score -1242479 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1242960.125000 Penalty: 4552.453125
	Iteration 3F: 3 clusters Score -1242960 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1243430.875000 Penalty: 4552.453125
	Iteration 4F: 3 clusters Score -1243431 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1243817.250000 Penalty: 4552.453125
	Iteration 5F: 3 clusters Score -1243817 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1244101.750000 Penalty: 4552.453125
	Iteration 6F: 3 clusters Score -1244102 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1244297.500000 Penalty: 4552.453125
	Iteration 7Q: 3 clusters Score -1244298 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1244439.000000 Penalty: 4552.453125
	Iteration 8Q: 3 clusters Score -1244439 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1244528.250000 Penalty: 4552.453125
	Iteration 9Q: 3 clusters Score -1244528 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1244590.000000 Penalty: 4552.453125
	Iteration 10Q: 3 clusters Score -1244590 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1244634.000000 Penalty: 4552.453125
	Iteration 11Q: 3 clusters Score -1244634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1244666.750000 Penalty: 4552.453125
	Iteration 12Q: 3 clusters Score -1244667 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1244693.750000 Penalty: 4552.453125
	Iteration 13Q: 3 clusters Score -1244694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1244717.750000 Penalty: 4552.453125
	Iteration 14Q: 3 clusters Score -1244718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1244735.750000 Penalty: 4552.453125
	Iteration 15Q: 3 clusters Score -1244736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1244750.250000 Penalty: 4552.453125
	Iteration 16Q: 3 clusters Score -1244750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1244765.000000 Penalty: 4552.453125
	Iteration 17Q: 3 clusters Score -1244765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1244781.000000 Penalty: 4552.453125
	Iteration 18Q: 3 clusters Score -1244781 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1244796.500000 Penalty: 4552.453125
	Iteration 19Q: 3 clusters Score -1244796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1244810.250000 Penalty: 4552.453125
	Iteration 20F: 3 clusters Score -1244810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1244817.875000 Penalty: 4552.453125
	Iteration 21Q: 3 clusters Score -1244818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1244829.500000 Penalty: 4552.453125
	Iteration 22Q: 3 clusters Score -1244830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1244842.750000 Penalty: 4552.453125
	Iteration 23Q: 3 clusters Score -1244843 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1244864.500000 Penalty: 4552.453125
	Iteration 24Q: 3 clusters Score -1244864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1244883.000000 Penalty: 4552.453125
	Iteration 25Q: 3 clusters Score -1244883 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1244906.000000 Penalty: 4552.453125
	Iteration 26Q: 3 clusters Score -1244906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1244926.875000 Penalty: 4552.453125
	Iteration 27Q: 3 clusters Score -1244927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1244947.250000 Penalty: 4552.453125
	Iteration 28Q: 3 clusters Score -1244947 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1244968.875000 Penalty: 4552.453125
	Iteration 29Q: 3 clusters Score -1244969 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1244992.625000 Penalty: 4552.453125
	Iteration 30Q: 3 clusters Score -1244993 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1245021.250000 Penalty: 4552.453125
	Iteration 31Q: 3 clusters Score -1245021 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1245047.875000 Penalty: 4552.453125
	Iteration 32Q: 3 clusters Score -1245048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1245079.750000 Penalty: 4552.453125
	Iteration 33Q: 3 clusters Score -1245080 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1245121.000000 Penalty: 4552.453125
	Iteration 34Q: 3 clusters Score -1245121 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1245161.750000 Penalty: 4552.453125
	Iteration 35Q: 3 clusters Score -1245162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1245195.750000 Penalty: 4552.453125
	Iteration 36Q: 3 clusters Score -1245196 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1245238.250000 Penalty: 4552.453125
	Iteration 37Q: 3 clusters Score -1245238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1245268.375000 Penalty: 4552.453125
	Iteration 38Q: 3 clusters Score -1245268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1245304.875000 Penalty: 4552.453125
	Iteration 39Q: 3 clusters Score -1245305 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1245330.125000 Penalty: 4552.453125
	Iteration 40F: 3 clusters Score -1245330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1245355.250000 Penalty: 4552.453125
	Iteration 41Q: 3 clusters Score -1245355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1245377.250000 Penalty: 4552.453125
	Iteration 42Q: 3 clusters Score -1245377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1245403.875000 Penalty: 4552.453125
	Iteration 43Q: 3 clusters Score -1245404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1245432.625000 Penalty: 4552.453125
	Iteration 44Q: 3 clusters Score -1245433 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1245463.750000 Penalty: 4552.453125
	Iteration 45Q: 3 clusters Score -1245464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1245493.000000 Penalty: 4552.453125
	Iteration 46Q: 3 clusters Score -1245493 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1245517.250000 Penalty: 4552.453125
	Iteration 47Q: 3 clusters Score -1245517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1245541.000000 Penalty: 4552.453125
	Iteration 48Q: 3 clusters Score -1245541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1245560.625000 Penalty: 4552.453125
	Iteration 49Q: 3 clusters Score -1245561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1245577.750000 Penalty: 4552.453125
	Iteration 50Q: 3 clusters Score -1245578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1245591.875000 Penalty: 4552.453125
	Iteration 51Q: 3 clusters Score -1245592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1245611.875000 Penalty: 4552.453125
	Iteration 52Q: 3 clusters Score -1245612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1245625.250000 Penalty: 4552.453125
	Iteration 53Q: 3 clusters Score -1245625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1245653.750000 Penalty: 4552.453125
	Iteration 54Q: 3 clusters Score -1245654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1245681.125000 Penalty: 4552.453125
	Iteration 55Q: 3 clusters Score -1245681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1245709.250000 Penalty: 4552.453125
	Iteration 56Q: 3 clusters Score -1245709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1245737.125000 Penalty: 4552.453125
	Iteration 57Q: 3 clusters Score -1245737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1245758.500000 Penalty: 4552.453125
	Iteration 58Q: 3 clusters Score -1245758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1245777.125000 Penalty: 4552.453125
	Iteration 59Q: 3 clusters Score -1245777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1245798.750000 Penalty: 4552.453125
	Iteration 60F: 3 clusters Score -1245799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1245816.375000 Penalty: 4552.453125
	Iteration 61Q: 3 clusters Score -1245816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1245835.125000 Penalty: 4552.453125
	Iteration 62Q: 3 clusters Score -1245835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1245848.250000 Penalty: 4552.453125
	Iteration 63Q: 3 clusters Score -1245848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1245858.500000 Penalty: 4552.453125
	Iteration 64Q: 3 clusters Score -1245858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1245862.500000 Penalty: 4552.453125
	Iteration 65Q: 3 clusters Score -1245862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1245861.000000 Penalty: 4552.453125
	Iteration 66Q: 3 clusters Score -1245861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1245862.125000 Penalty: 4552.453125
	Iteration 67Q: 3 clusters Score -1245862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1245866.000000 Penalty: 4552.453125
	Iteration 68Q: 3 clusters Score -1245866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1245869.750000 Penalty: 4552.453125
	Iteration 69Q: 3 clusters Score -1245870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1245874.875000 Penalty: 4552.453125
	Iteration 70Q: 3 clusters Score -1245875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1245883.875000 Penalty: 4552.453125
	Iteration 71Q: 3 clusters Score -1245884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1245885.000000 Penalty: 4552.453125
	Iteration 72Q: 3 clusters Score -1245885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1245887.125000 Penalty: 4552.453125
	Iteration 73Q: 3 clusters Score -1245887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1245892.625000 Penalty: 4552.453125
	Iteration 74Q: 3 clusters Score -1245893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1245892.000000 Penalty: 4552.453125
	Iteration 75Q: 3 clusters Score -1245892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1245895.000000 Penalty: 4552.453125
	Iteration 76Q: 3 clusters Score -1245895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1245897.875000 Penalty: 4552.453125
	Iteration 77Q: 3 clusters Score -1245898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1245899.500000 Penalty: 4552.453125
	Iteration 78Q: 3 clusters Score -1245900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1245899.000000 Penalty: 4552.453125
	Iteration 79Q: 3 clusters Score -1245899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1245899.375000 Penalty: 4552.453125
	Iteration 80F: 3 clusters Score -1245899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1245899.625000 Penalty: 4552.453125
	Iteration 81Q: 3 clusters Score -1245900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1245898.875000 Penalty: 4552.453125
	Iteration 82Q: 3 clusters Score -1245899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1245898.875000 Penalty: 4552.453125
	Iteration 83F: 3 clusters Score -1245899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Entering Unmasked Estep 
Score: -568692.500000 Penalty: 2099.856201
	Iteration 0F: 2 clusters Score -568692.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -564383.062500 Penalty: 4199.712402
	Iteration 0F: 3 clusters Score -564383.1 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -565530.687500 Penalty: 4199.712402
	Iteration 1F: 3 clusters Score -565530.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -565742.062500 Penalty: 4199.712402
	Iteration 2F: 3 clusters Score -565742.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -565918.125000 Penalty: 4199.712402
	Iteration 3F: 3 clusters Score -565918.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -566085.250000 Penalty: 4199.712402
	Iteration 4Q: 3 clusters Score -566085.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -566238.500000 Penalty: 4199.712402
	Iteration 5Q: 3 clusters Score -566238.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -566366.500000 Penalty: 4199.712402
	Iteration 6Q: 3 clusters Score -566366.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -566469.750000 Penalty: 4199.712402
	Iteration 7Q: 3 clusters Score -566469.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -566576.875000 Penalty: 4199.712402
	Iteration 8Q: 3 clusters Score -566576.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -566695.687500 Penalty: 4199.712402
	Iteration 9Q: 3 clusters Score -566695.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -566847.125000 Penalty: 4199.712402
	Iteration 10Q: 3 clusters Score -566847.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -567018.250000 Penalty: 4199.712402
	Iteration 11Q: 3 clusters Score -567018.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -567196.500000 Penalty: 4199.712402
	Iteration 12Q: 3 clusters Score -567196.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -567335.375000 Penalty: 4199.712402
	Iteration 13Q: 3 clusters Score -567335.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -567467.562500 Penalty: 4199.712402
	Iteration 14Q: 3 clusters Score -567467.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -567580.937500 Penalty: 4199.712402
	Iteration 15Q: 3 clusters Score -567580.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -567685.812500 Penalty: 4199.712402
	Iteration 16Q: 3 clusters Score -567685.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -567778.375000 Penalty: 4199.712402
	Iteration 17Q: 3 clusters Score -567778.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -567853.187500 Penalty: 4199.712402
	Iteration 18Q: 3 clusters Score -567853.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -567944.000000 Penalty: 4199.712402
	Iteration 19Q: 3 clusters Score -567944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -568021.000000 Penalty: 4199.712402
	Iteration 20F: 3 clusters Score -568021 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -568121.437500 Penalty: 4199.712402
	Iteration 21Q: 3 clusters Score -568121.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -568242.187500 Penalty: 4199.712402
	Iteration 22Q: 3 clusters Score -568242.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -568353.875000 Penalty: 4199.712402
	Iteration 23Q: 3 clusters Score -568353.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -568472.187500 Penalty: 4199.712402
	Iteration 24Q: 3 clusters Score -568472.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -568567.375000 Penalty: 4199.712402
	Iteration 25Q: 3 clusters Score -568567.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -568629.812500 Penalty: 4199.712402
	Iteration 26Q: 3 clusters Score -568629.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -568681.625000 Penalty: 4199.712402
	Iteration 27Q: 3 clusters Score -568681.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -568712.250000 Penalty: 4199.712402
	Iteration 28Q: 3 clusters Score -568712.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -568729.687500 Penalty: 4199.712402
	Iteration 29Q: 3 clusters Score -568729.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -568742.250000 Penalty: 4199.712402
	Iteration 30Q: 3 clusters Score -568742.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -568751.437500 Penalty: 4199.712402
	Iteration 31Q: 3 clusters Score -568751.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -568757.937500 Penalty: 4199.712402
	Iteration 32Q: 3 clusters Score -568757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -568759.000000 Penalty: 4199.712402
	Iteration 33Q: 3 clusters Score -568759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -568765.250000 Penalty: 4199.712402
	Iteration 34Q: 3 clusters Score -568765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -568767.875000 Penalty: 4199.712402
	Iteration 35Q: 3 clusters Score -568767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -568770.062500 Penalty: 4199.712402
	Iteration 36Q: 3 clusters Score -568770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -568773.062500 Penalty: 4199.712402
	Iteration 37Q: 3 clusters Score -568773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -568773.562500 Penalty: 4199.712402
	Iteration 38Q: 3 clusters Score -568773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -568775.062500 Penalty: 4199.712402
	Iteration 39Q: 3 clusters Score -568775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -568775.875000 Penalty: 4199.712402
	Iteration 40F: 3 clusters Score -568775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 1818 members 
Mstep: Class 7 contains 131783 members 
Mstep: Class 8 contains 3671 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 135400 members 
Mstep: Class 12 contains 149950 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 55090 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 24189 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 9565 members 
Mstep: Class 21 contains 20965 members 
Entering Unmasked Estep 
Score: -77929440.000000 Penalty: 69529.437500
Splitting cluster 4 changes total score from -77930552.000000 to -77929440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (8914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Entering Unmasked Estep 
Score: -1056564.750000 Penalty: 2255.653809
	Iteration 0F: 2 clusters Score -1056565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1049599.125000 Penalty: 4511.307617
	Iteration 0F: 3 clusters Score -1049599 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1051715.500000 Penalty: 4511.307617
	Iteration 1F: 3 clusters Score -1051716 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1052056.750000 Penalty: 4511.307617
	Iteration 2F: 3 clusters Score -1052057 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1052357.875000 Penalty: 4511.307617
	Iteration 3F: 3 clusters Score -1052358 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1052647.500000 Penalty: 4511.307617
	Iteration 4F: 3 clusters Score -1052648 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1052895.375000 Penalty: 4511.307617
	Iteration 5Q: 3 clusters Score -1052895 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1053131.000000 Penalty: 4511.307617
	Iteration 6Q: 3 clusters Score -1053131 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1053324.875000 Penalty: 4511.307617
	Iteration 7Q: 3 clusters Score -1053325 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1053475.875000 Penalty: 4511.307617
	Iteration 8Q: 3 clusters Score -1053476 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1053628.375000 Penalty: 4511.307617
	Iteration 9Q: 3 clusters Score -1053628 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1053747.750000 Penalty: 4511.307617
	Iteration 10Q: 3 clusters Score -1053748 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1053836.750000 Penalty: 4511.307617
	Iteration 11Q: 3 clusters Score -1053837 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1053916.250000 Penalty: 4511.307617
	Iteration 12Q: 3 clusters Score -1053916 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1053976.375000 Penalty: 4511.307617
	Iteration 13Q: 3 clusters Score -1053976 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1054028.875000 Penalty: 4511.307617
	Iteration 14Q: 3 clusters Score -1054029 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1054067.125000 Penalty: 4511.307617
	Iteration 15Q: 3 clusters Score -1054067 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1054109.750000 Penalty: 4511.307617
	Iteration 16Q: 3 clusters Score -1054110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1054140.875000 Penalty: 4511.307617
	Iteration 17Q: 3 clusters Score -1054141 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1054171.125000 Penalty: 4511.307617
	Iteration 18Q: 3 clusters Score -1054171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1054198.500000 Penalty: 4511.307617
	Iteration 19Q: 3 clusters Score -1054198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1054211.500000 Penalty: 4511.307617
	Iteration 20F: 3 clusters Score -1054212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1054229.000000 Penalty: 4511.307617
	Iteration 21Q: 3 clusters Score -1054229 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1054243.750000 Penalty: 4511.307617
	Iteration 22Q: 3 clusters Score -1054244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1054268.125000 Penalty: 4511.307617
	Iteration 23Q: 3 clusters Score -1054268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1054299.250000 Penalty: 4511.307617
	Iteration 24Q: 3 clusters Score -1054299 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1054327.500000 Penalty: 4511.307617
	Iteration 25Q: 3 clusters Score -1054328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1054364.625000 Penalty: 4511.307617
	Iteration 26Q: 3 clusters Score -1054365 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1054403.375000 Penalty: 4511.307617
	Iteration 27Q: 3 clusters Score -1054403 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1054439.500000 Penalty: 4511.307617
	Iteration 28Q: 3 clusters Score -1054440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1054475.625000 Penalty: 4511.307617
	Iteration 29Q: 3 clusters Score -1054476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1054505.500000 Penalty: 4511.307617
	Iteration 30Q: 3 clusters Score -1054506 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1054542.250000 Penalty: 4511.307617
	Iteration 31Q: 3 clusters Score -1054542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1054577.500000 Penalty: 4511.307617
	Iteration 32Q: 3 clusters Score -1054578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1054609.375000 Penalty: 4511.307617
	Iteration 33Q: 3 clusters Score -1054609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1054645.875000 Penalty: 4511.307617
	Iteration 34Q: 3 clusters Score -1054646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1054681.000000 Penalty: 4511.307617
	Iteration 35Q: 3 clusters Score -1054681 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1054717.125000 Penalty: 4511.307617
	Iteration 36Q: 3 clusters Score -1054717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1054750.625000 Penalty: 4511.307617
	Iteration 37Q: 3 clusters Score -1054751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1054783.875000 Penalty: 4511.307617
	Iteration 38Q: 3 clusters Score -1054784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1054808.000000 Penalty: 4511.307617
	Iteration 39Q: 3 clusters Score -1054808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1054829.000000 Penalty: 4511.307617
	Iteration 40F: 3 clusters Score -1054829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1054848.625000 Penalty: 4511.307617
	Iteration 41Q: 3 clusters Score -1054849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1054859.625000 Penalty: 4511.307617
	Iteration 42Q: 3 clusters Score -1054860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1054870.875000 Penalty: 4511.307617
	Iteration 43Q: 3 clusters Score -1054871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1054887.250000 Penalty: 4511.307617
	Iteration 44Q: 3 clusters Score -1054887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1054904.875000 Penalty: 4511.307617
	Iteration 45Q: 3 clusters Score -1054905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1054917.750000 Penalty: 4511.307617
	Iteration 46Q: 3 clusters Score -1054918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1054930.875000 Penalty: 4511.307617
	Iteration 47Q: 3 clusters Score -1054931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1054940.375000 Penalty: 4511.307617
	Iteration 48Q: 3 clusters Score -1054940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1054954.125000 Penalty: 4511.307617
	Iteration 49Q: 3 clusters Score -1054954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1054968.375000 Penalty: 4511.307617
	Iteration 50Q: 3 clusters Score -1054968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1054976.500000 Penalty: 4511.307617
	Iteration 51Q: 3 clusters Score -1054976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1054981.125000 Penalty: 4511.307617
	Iteration 52Q: 3 clusters Score -1054981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1054991.375000 Penalty: 4511.307617
	Iteration 53Q: 3 clusters Score -1054991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1054993.625000 Penalty: 4511.307617
	Iteration 54Q: 3 clusters Score -1054994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1054994.125000 Penalty: 4511.307617
	Iteration 55Q: 3 clusters Score -1054994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1054997.625000 Penalty: 4511.307617
	Iteration 56Q: 3 clusters Score -1054998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1055001.125000 Penalty: 4511.307617
	Iteration 57Q: 3 clusters Score -1055001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1055002.500000 Penalty: 4511.307617
	Iteration 58Q: 3 clusters Score -1055002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1055003.375000 Penalty: 4511.307617
	Iteration 59Q: 3 clusters Score -1055003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1055005.000000 Penalty: 4511.307617
	Iteration 60F: 3 clusters Score -1055005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1055005.750000 Penalty: 4511.307617
	Iteration 61Q: 3 clusters Score -1055006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1055006.250000 Penalty: 4511.307617
	Iteration 62Q: 3 clusters Score -1055006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1055006.250000 Penalty: 4511.307617
	Iteration 63F: 3 clusters Score -1055006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -191641.765625 Penalty: 1861.362061
	Iteration 0F: 2 clusters Score -191641.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -189397.140625 Penalty: 3722.724121
	Iteration 0F: 3 clusters Score -189397.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -190837.937500 Penalty: 3722.724121
	Iteration 1F: 3 clusters Score -190837.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -191370.328125 Penalty: 3722.724121
	Iteration 2F: 3 clusters Score -191370.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -191725.937500 Penalty: 3722.724121
	Iteration 3F: 3 clusters Score -191725.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -191996.343750 Penalty: 3722.724121
	Iteration 4F: 3 clusters Score -191996.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -192275.000000 Penalty: 3722.724121
	Iteration 5F: 3 clusters Score -192275 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -192689.203125 Penalty: 3722.724121
	Iteration 6F: 3 clusters Score -192689.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -193020.093750 Penalty: 3722.724121
	Iteration 7Q: 3 clusters Score -193020.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -193204.640625 Penalty: 3722.724121
	Iteration 8Q: 3 clusters Score -193204.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -193276.781250 Penalty: 3722.724121
	Iteration 9Q: 3 clusters Score -193276.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -193315.062500 Penalty: 3722.724121
	Iteration 10Q: 3 clusters Score -193315.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -193349.609375 Penalty: 3722.724121
	Iteration 11Q: 3 clusters Score -193349.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -193358.703125 Penalty: 3722.724121
	Iteration 12Q: 3 clusters Score -193358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -193359.718750 Penalty: 3722.724121
	Iteration 13Q: 3 clusters Score -193359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -193361.203125 Penalty: 3722.724121
	Iteration 14Q: 3 clusters Score -193361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -193361.203125 Penalty: 3722.724121
	Iteration 15F: 3 clusters Score -193361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 131783 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 135400 members 
Mstep: Class 12 contains 149950 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 55090 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 24189 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 9565 members 
Mstep: Class 21 contains 20965 members 
Entering Unmasked Estep 
Score: -77931000.000000 Penalty: 69529.437500
Splitting cluster 6 changes total score from -77930552.000000 to -77931000.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (131783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131783 members 
Entering Unmasked Estep 
Score: -16708871.000000 Penalty: 2923.650146
	Iteration 0F: 2 clusters Score -1.670887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -16620952.000000 Penalty: 5847.300293
	Iteration 0F: 3 clusters Score -1.662095e+07 nChanged 62610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -16658972.000000 Penalty: 5847.300293
	Iteration 1F: 3 clusters Score -1.665897e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -16662592.000000 Penalty: 5847.300293
	Iteration 2F: 3 clusters Score -1.666259e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -16667504.000000 Penalty: 5847.300293
	Iteration 3F: 3 clusters Score -1.66675e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -16673123.000000 Penalty: 5847.300293
	Iteration 4F: 3 clusters Score -1.667312e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -16678058.000000 Penalty: 5847.300293
	Iteration 5F: 3 clusters Score -1.667806e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -16682480.000000 Penalty: 5847.300293
	Iteration 6F: 3 clusters Score -1.668248e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -16686791.000000 Penalty: 5847.300293
	Iteration 7Q: 3 clusters Score -1.668679e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -16691769.000000 Penalty: 5847.300293
	Iteration 8Q: 3 clusters Score -1.669177e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -16697264.000000 Penalty: 5847.300293
	Iteration 9Q: 3 clusters Score -1.669726e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 117972 members 
Entering Unmasked Estep 
Score: -16702468.000000 Penalty: 5847.300293
	Iteration 10Q: 3 clusters Score -1.670247e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 120813 members 
Entering Unmasked Estep 
Score: -16706263.000000 Penalty: 5847.300293
	Iteration 11Q: 3 clusters Score -1.670626e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -16708598.000000 Penalty: 5847.300293
	Iteration 12Q: 3 clusters Score -1.67086e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -16710100.000000 Penalty: 5847.300293
	Iteration 13Q: 3 clusters Score -1.67101e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 124618 members 
Entering Unmasked Estep 
Score: -16711018.000000 Penalty: 5847.300293
	Iteration 14Q: 3 clusters Score -1.671102e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 125277 members 
Entering Unmasked Estep 
Score: -16711476.000000 Penalty: 5847.300293
	Iteration 15Q: 3 clusters Score -1.671148e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 125766 members 
Entering Unmasked Estep 
Score: -16711880.000000 Penalty: 5847.300293
	Iteration 16Q: 3 clusters Score -1.671188e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 126133 members 
Entering Unmasked Estep 
Score: -16712056.000000 Penalty: 5847.300293
	Iteration 17Q: 3 clusters Score -1.671206e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 126434 members 
Entering Unmasked Estep 
Score: -16712189.000000 Penalty: 5847.300293
	Iteration 18Q: 3 clusters Score -1.671219e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -16712223.000000 Penalty: 5847.300293
	Iteration 19Q: 3 clusters Score -1.671222e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -16712257.000000 Penalty: 5847.300293
	Iteration 20F: 3 clusters Score -1.671226e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 127029 members 
Entering Unmasked Estep 
Score: -16712308.000000 Penalty: 5847.300293
	Iteration 21Q: 3 clusters Score -1.671231e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 127155 members 
Entering Unmasked Estep 
Score: -16712370.000000 Penalty: 5847.300293
	Iteration 22Q: 3 clusters Score -1.671237e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 127251 members 
Entering Unmasked Estep 
Score: -16712382.000000 Penalty: 5847.300293
	Iteration 23Q: 3 clusters Score -1.671238e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 127329 members 
Entering Unmasked Estep 
Score: -16712372.000000 Penalty: 5847.300293
	Iteration 24Q: 3 clusters Score -1.671237e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -16712393.000000 Penalty: 5847.300293
	Iteration 25Q: 3 clusters Score -1.671239e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 127418 members 
Entering Unmasked Estep 
Score: -16712386.000000 Penalty: 5847.300293
	Iteration 26Q: 3 clusters Score -1.671239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 127450 members 
Entering Unmasked Estep 
Score: -16712415.000000 Penalty: 5847.300293
	Iteration 27Q: 3 clusters Score -1.671242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 127478 members 
Entering Unmasked Estep 
Score: -16712396.000000 Penalty: 5847.300293
	Iteration 28Q: 3 clusters Score -1.67124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 127505 members 
Entering Unmasked Estep 
Score: -16712403.000000 Penalty: 5847.300293
	Iteration 29Q: 3 clusters Score -1.67124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 127531 members 
Entering Unmasked Estep 
Score: -16712400.000000 Penalty: 5847.300293
	Iteration 30Q: 3 clusters Score -1.67124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 127553 members 
Entering Unmasked Estep 
Score: -16712406.000000 Penalty: 5847.300293
	Iteration 31Q: 3 clusters Score -1.671241e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 127578 members 
Entering Unmasked Estep 
Score: -16712412.000000 Penalty: 5847.300293
	Iteration 32Q: 3 clusters Score -1.671241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 127597 members 
Entering Unmasked Estep 
Score: -16712429.000000 Penalty: 5847.300293
	Iteration 33Q: 3 clusters Score -1.671243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 127610 members 
Entering Unmasked Estep 
Score: -16712427.000000 Penalty: 5847.300293
	Iteration 34Q: 3 clusters Score -1.671243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 127624 members 
Entering Unmasked Estep 
Score: -16712427.000000 Penalty: 5847.300293
	Iteration 35Q: 3 clusters Score -1.671243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 127634 members 
Entering Unmasked Estep 
Score: -16712434.000000 Penalty: 5847.300293
	Iteration 36Q: 3 clusters Score -1.671243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 127640 members 
Entering Unmasked Estep 
Score: -16712431.000000 Penalty: 5847.300293
	Iteration 37Q: 3 clusters Score -1.671243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 127642 members 
Entering Unmasked Estep 
Score: -16712444.000000 Penalty: 5847.300293
	Iteration 38Q: 3 clusters Score -1.671244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 127646 members 
Entering Unmasked Estep 
Score: -16712427.000000 Penalty: 5847.300293
	Iteration 39Q: 3 clusters Score -1.671243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 127647 members 
Entering Unmasked Estep 
Score: -16712419.000000 Penalty: 5847.300293
	Iteration 40F: 3 clusters Score -1.671242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 135400 members 
Mstep: Class 12 contains 149950 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 55090 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 24189 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 9565 members 
Mstep: Class 21 contains 20965 members 
Mstep: Class 22 contains 127647 members 
Entering Unmasked Estep 
Score: -77933792.000000 Penalty: 72840.367188
Splitting cluster 7 changes total score from -77930552.000000 to -77933792.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -575248.500000 Penalty: 2101.674561
	Iteration 0F: 2 clusters Score -575248.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -570953.500000 Penalty: 4203.349121
	Iteration 0F: 3 clusters Score -570953.5 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -572112.250000 Penalty: 4203.349121
	Iteration 1F: 3 clusters Score -572112.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -572734.062500 Penalty: 4203.349121
	Iteration 2F: 3 clusters Score -572734.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -573755.750000 Penalty: 4203.349121
	Iteration 3F: 3 clusters Score -573755.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -574707.812500 Penalty: 4203.349121
	Iteration 4F: 3 clusters Score -574707.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -575258.937500 Penalty: 4203.349121
	Iteration 5F: 3 clusters Score -575258.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -575492.812500 Penalty: 4203.349121
	Iteration 6Q: 3 clusters Score -575492.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -575610.812500 Penalty: 4203.349121
	Iteration 7Q: 3 clusters Score -575610.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -575669.937500 Penalty: 4203.349121
	Iteration 8Q: 3 clusters Score -575669.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -575728.000000 Penalty: 4203.349121
	Iteration 9Q: 3 clusters Score -575728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -575779.312500 Penalty: 4203.349121
	Iteration 10Q: 3 clusters Score -575779.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -575826.000000 Penalty: 4203.349121
	Iteration 11Q: 3 clusters Score -575826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -575866.875000 Penalty: 4203.349121
	Iteration 12Q: 3 clusters Score -575866.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -575892.250000 Penalty: 4203.349121
	Iteration 13Q: 3 clusters Score -575892.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -575905.812500 Penalty: 4203.349121
	Iteration 14Q: 3 clusters Score -575905.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -575913.312500 Penalty: 4203.349121
	Iteration 15Q: 3 clusters Score -575913.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -575919.312500 Penalty: 4203.349121
	Iteration 16Q: 3 clusters Score -575919.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -575926.125000 Penalty: 4203.349121
	Iteration 17Q: 3 clusters Score -575926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -575930.625000 Penalty: 4203.349121
	Iteration 18Q: 3 clusters Score -575930.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -575933.625000 Penalty: 4203.349121
	Iteration 19Q: 3 clusters Score -575933.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -575936.312500 Penalty: 4203.349121
	Iteration 20F: 3 clusters Score -575936.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -575937.750000 Penalty: 4203.349121
	Iteration 21Q: 3 clusters Score -575937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -575939.750000 Penalty: 4203.349121
	Iteration 22Q: 3 clusters Score -575939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -575939.750000 Penalty: 4203.349121
	Iteration 23Q: 3 clusters Score -575939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -575941.812500 Penalty: 4203.349121
	Iteration 24Q: 3 clusters Score -575941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -575940.937500 Penalty: 4203.349121
	Iteration 25Q: 3 clusters Score -575940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -575942.812500 Penalty: 4203.349121
	Iteration 26Q: 3 clusters Score -575942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -575942.437500 Penalty: 4203.349121
	Iteration 27Q: 3 clusters Score -575942.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -575942.437500 Penalty: 4203.349121
	Iteration 28F: 3 clusters Score -575942.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 135400 members 
Mstep: Class 12 contains 149950 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 55090 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 24189 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 9565 members 
Mstep: Class 21 contains 20965 members 
Mstep: Class 22 contains 127647 members 
Mstep: Class 23 contains 2805 members 
Entering Unmasked Estep 
Score: -77933416.000000 Penalty: 76151.289062
Splitting cluster 9 changes total score from -77930552.000000 to -77933416.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (37953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Entering Unmasked Estep 
Score: -4800431.500000 Penalty: 2614.937744
	Iteration 0F: 2 clusters Score -4800432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4774801.000000 Penalty: 5229.875488
	Iteration 0F: 3 clusters Score -4774801 nChanged 17292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4784329.000000 Penalty: 5229.875488
	Iteration 1F: 3 clusters Score -4784329 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4785054.000000 Penalty: 5229.875488
	Iteration 2Q: 3 clusters Score -4785054 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4785805.500000 Penalty: 5229.875488
	Iteration 3Q: 3 clusters Score -4785806 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4786715.500000 Penalty: 5229.875488
	Iteration 4Q: 3 clusters Score -4786716 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4787795.500000 Penalty: 5229.875488
	Iteration 5F: 3 clusters Score -4787796 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4789069.500000 Penalty: 5229.875488
	Iteration 6F: 3 clusters Score -4789070 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -4790510.500000 Penalty: 5229.875488
	Iteration 7F: 3 clusters Score -4790510 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -4792097.000000 Penalty: 5229.875488
	Iteration 8F: 3 clusters Score -4792097 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4793647.000000 Penalty: 5229.875488
	Iteration 9F: 3 clusters Score -4793647 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -4794930.000000 Penalty: 5229.875488
	Iteration 10F: 3 clusters Score -4794930 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4795766.000000 Penalty: 5229.875488
	Iteration 11Q: 3 clusters Score -4795766 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -4796241.000000 Penalty: 5229.875488
	Iteration 12Q: 3 clusters Score -4796241 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -4796538.500000 Penalty: 5229.875488
	Iteration 13Q: 3 clusters Score -4796538 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4796738.000000 Penalty: 5229.875488
	Iteration 14Q: 3 clusters Score -4796738 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -4796911.000000 Penalty: 5229.875488
	Iteration 15Q: 3 clusters Score -4796911 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4797048.500000 Penalty: 5229.875488
	Iteration 16Q: 3 clusters Score -4797048 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4797210.000000 Penalty: 5229.875488
	Iteration 17Q: 3 clusters Score -4797210 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4797330.500000 Penalty: 5229.875488
	Iteration 18Q: 3 clusters Score -4797330 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4797372.000000 Penalty: 5229.875488
	Iteration 19Q: 3 clusters Score -4797372 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4797455.500000 Penalty: 5229.875488
	Iteration 20F: 3 clusters Score -4797456 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4797500.500000 Penalty: 5229.875488
	Iteration 21Q: 3 clusters Score -4797500 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -4797556.000000 Penalty: 5229.875488
	Iteration 22Q: 3 clusters Score -4797556 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4797551.500000 Penalty: 5229.875488
	Iteration 23Q: 3 clusters Score -4797552 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -4797578.000000 Penalty: 5229.875488
	Iteration 24Q: 3 clusters Score -4797578 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4797591.000000 Penalty: 5229.875488
	Iteration 25Q: 3 clusters Score -4797591 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -4797606.500000 Penalty: 5229.875488
	Iteration 26Q: 3 clusters Score -4797606 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -4797635.500000 Penalty: 5229.875488
	Iteration 27Q: 3 clusters Score -4797636 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4797631.000000 Penalty: 5229.875488
	Iteration 28Q: 3 clusters Score -4797631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -4797637.500000 Penalty: 5229.875488
	Iteration 29Q: 3 clusters Score -4797638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -4797649.000000 Penalty: 5229.875488
	Iteration 30Q: 3 clusters Score -4797649 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4797660.500000 Penalty: 5229.875488
	Iteration 31Q: 3 clusters Score -4797660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4797662.000000 Penalty: 5229.875488
	Iteration 32Q: 3 clusters Score -4797662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4797677.000000 Penalty: 5229.875488
	Iteration 33Q: 3 clusters Score -4797677 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -4797677.000000 Penalty: 5229.875488
	Iteration 34Q: 3 clusters Score -4797677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -4797687.500000 Penalty: 5229.875488
	Iteration 35Q: 3 clusters Score -4797688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -4797704.500000 Penalty: 5229.875488
	Iteration 36Q: 3 clusters Score -4797704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4797707.500000 Penalty: 5229.875488
	Iteration 37Q: 3 clusters Score -4797708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4797711.000000 Penalty: 5229.875488
	Iteration 38Q: 3 clusters Score -4797711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4797708.000000 Penalty: 5229.875488
	Iteration 39Q: 3 clusters Score -4797708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4797702.500000 Penalty: 5229.875488
	Iteration 40F: 3 clusters Score -4797702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -4797707.500000 Penalty: 5229.875488
	Iteration 41Q: 3 clusters Score -4797708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -4797706.500000 Penalty: 5229.875488
	Iteration 42Q: 3 clusters Score -4797706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4797713.000000 Penalty: 5229.875488
	Iteration 43Q: 3 clusters Score -4797713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4797714.000000 Penalty: 5229.875488
	Iteration 44Q: 3 clusters Score -4797714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -4797730.500000 Penalty: 5229.875488
	Iteration 45Q: 3 clusters Score -4797730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -4797734.500000 Penalty: 5229.875488
	Iteration 46Q: 3 clusters Score -4797734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4797737.000000 Penalty: 5229.875488
	Iteration 47Q: 3 clusters Score -4797737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4797751.000000 Penalty: 5229.875488
	Iteration 48Q: 3 clusters Score -4797751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4797745.500000 Penalty: 5229.875488
	Iteration 49Q: 3 clusters Score -4797746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4797750.500000 Penalty: 5229.875488
	Iteration 50Q: 3 clusters Score -4797750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4797755.000000 Penalty: 5229.875488
	Iteration 51Q: 3 clusters Score -4797755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4797753.500000 Penalty: 5229.875488
	Iteration 52Q: 3 clusters Score -4797754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4797772.000000 Penalty: 5229.875488
	Iteration 53Q: 3 clusters Score -4797772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4797766.500000 Penalty: 5229.875488
	Iteration 54Q: 3 clusters Score -4797766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4797760.500000 Penalty: 5229.875488
	Iteration 55Q: 3 clusters Score -4797760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -4797773.000000 Penalty: 5229.875488
	Iteration 56Q: 3 clusters Score -4797773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4797770.500000 Penalty: 5229.875488
	Iteration 57Q: 3 clusters Score -4797770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -4797774.500000 Penalty: 5229.875488
	Iteration 58Q: 3 clusters Score -4797774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -4797778.500000 Penalty: 5229.875488
	Iteration 59Q: 3 clusters Score -4797778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -4797776.500000 Penalty: 5229.875488
	Iteration 60F: 3 clusters Score -4797776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4797762.000000 Penalty: 5229.875488
	Iteration 61Q: 3 clusters Score -4797762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4797774.500000 Penalty: 5229.875488
	Iteration 62Q: 3 clusters Score -4797774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4797772.000000 Penalty: 5229.875488
	Iteration 63Q: 3 clusters Score -4797772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4797776.000000 Penalty: 5229.875488
	Iteration 64Q: 3 clusters Score -4797776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -4797783.500000 Penalty: 5229.875488
	Iteration 65Q: 3 clusters Score -4797784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -4797779.000000 Penalty: 5229.875488
	Iteration 66Q: 3 clusters Score -4797779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4797781.000000 Penalty: 5229.875488
	Iteration 67Q: 3 clusters Score -4797781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4797781.000000 Penalty: 5229.875488
	Iteration 68Q: 3 clusters Score -4797781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -4797796.500000 Penalty: 5229.875488
	Iteration 69Q: 3 clusters Score -4797796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4797803.000000 Penalty: 5229.875488
	Iteration 70Q: 3 clusters Score -4797803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4797794.500000 Penalty: 5229.875488
	Iteration 71Q: 3 clusters Score -4797794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -4797787.000000 Penalty: 5229.875488
	Iteration 72Q: 3 clusters Score -4797787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4797784.000000 Penalty: 5229.875488
	Iteration 73Q: 3 clusters Score -4797784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4797798.000000 Penalty: 5229.875488
	Iteration 74Q: 3 clusters Score -4797798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4797796.000000 Penalty: 5229.875488
	Iteration 75Q: 3 clusters Score -4797796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -4797806.500000 Penalty: 5229.875488
	Iteration 76Q: 3 clusters Score -4797806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4797806.000000 Penalty: 5229.875488
	Iteration 77Q: 3 clusters Score -4797806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -4797813.000000 Penalty: 5229.875488
	Iteration 78Q: 3 clusters Score -4797813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4797805.000000 Penalty: 5229.875488
	Iteration 79Q: 3 clusters Score -4797805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -4797811.000000 Penalty: 5229.875488
	Iteration 80F: 3 clusters Score -4797811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -4797809.500000 Penalty: 5229.875488
	Iteration 81Q: 3 clusters Score -4797810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4797806.000000 Penalty: 5229.875488
	Iteration 82Q: 3 clusters Score -4797806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4797815.000000 Penalty: 5229.875488
	Iteration 83Q: 3 clusters Score -4797815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4797815.500000 Penalty: 5229.875488
	Iteration 84Q: 3 clusters Score -4797816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -4797819.000000 Penalty: 5229.875488
	Iteration 85Q: 3 clusters Score -4797819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4797812.500000 Penalty: 5229.875488
	Iteration 86Q: 3 clusters Score -4797812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -4797812.000000 Penalty: 5229.875488
	Iteration 87Q: 3 clusters Score -4797812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4797809.000000 Penalty: 5229.875488
	Iteration 88Q: 3 clusters Score -4797809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4797810.500000 Penalty: 5229.875488
	Iteration 89Q: 3 clusters Score -4797810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -4797811.000000 Penalty: 5229.875488
	Iteration 90Q: 3 clusters Score -4797811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -4797811.000000 Penalty: 5229.875488
	Iteration 91F: 3 clusters Score -4797811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135400 members 
Entering Unmasked Estep 
Score: -17246874.000000 Penalty: 2930.365234
	Iteration 0F: 2 clusters Score -1.724687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -17156638.000000 Penalty: 5860.730469
	Iteration 0F: 3 clusters Score -1.715664e+07 nChanged 64596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -17194794.000000 Penalty: 5860.730469
	Iteration 1F: 3 clusters Score -1.719479e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -17196686.000000 Penalty: 5860.730469
	Iteration 2Q: 3 clusters Score -1.719669e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -17199510.000000 Penalty: 5860.730469
	Iteration 3Q: 3 clusters Score -1.719951e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -17204112.000000 Penalty: 5860.730469
	Iteration 4F: 3 clusters Score -1.720411e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -17209574.000000 Penalty: 5860.730469
	Iteration 5F: 3 clusters Score -1.720957e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -17214798.000000 Penalty: 5860.730469
	Iteration 6F: 3 clusters Score -1.72148e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -17218924.000000 Penalty: 5860.730469
	Iteration 7F: 3 clusters Score -1.721892e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -17221606.000000 Penalty: 5860.730469
	Iteration 8Q: 3 clusters Score -1.722161e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -17223620.000000 Penalty: 5860.730469
	Iteration 9Q: 3 clusters Score -1.722362e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -17225274.000000 Penalty: 5860.730469
	Iteration 10Q: 3 clusters Score -1.722527e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94625 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -17227248.000000 Penalty: 5860.730469
	Iteration 11Q: 3 clusters Score -1.722725e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -17229668.000000 Penalty: 5860.730469
	Iteration 12Q: 3 clusters Score -1.722967e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -17232636.000000 Penalty: 5860.730469
	Iteration 13Q: 3 clusters Score -1.723264e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -17236070.000000 Penalty: 5860.730469
	Iteration 14Q: 3 clusters Score -1.723607e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100178 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -17238776.000000 Penalty: 5860.730469
	Iteration 15Q: 3 clusters Score -1.723878e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -17240586.000000 Penalty: 5860.730469
	Iteration 16Q: 3 clusters Score -1.724059e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -17241780.000000 Penalty: 5860.730469
	Iteration 17Q: 3 clusters Score -1.724178e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -17242592.000000 Penalty: 5860.730469
	Iteration 18Q: 3 clusters Score -1.724259e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -17243186.000000 Penalty: 5860.730469
	Iteration 19Q: 3 clusters Score -1.724319e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102951 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -17243610.000000 Penalty: 5860.730469
	Iteration 20F: 3 clusters Score -1.724361e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -17243904.000000 Penalty: 5860.730469
	Iteration 21Q: 3 clusters Score -1.72439e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103049 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -17244238.000000 Penalty: 5860.730469
	Iteration 22Q: 3 clusters Score -1.724424e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102836 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -17244562.000000 Penalty: 5860.730469
	Iteration 23Q: 3 clusters Score -1.724456e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -17244830.000000 Penalty: 5860.730469
	Iteration 24Q: 3 clusters Score -1.724483e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -17245276.000000 Penalty: 5860.730469
	Iteration 25Q: 3 clusters Score -1.724528e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101250 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -17245766.000000 Penalty: 5860.730469
	Iteration 26Q: 3 clusters Score -1.724577e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -17246300.000000 Penalty: 5860.730469
	Iteration 27Q: 3 clusters Score -1.72463e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99273 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -17246782.000000 Penalty: 5860.730469
	Iteration 28Q: 3 clusters Score -1.724678e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98071 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -17247202.000000 Penalty: 5860.730469
	Iteration 29Q: 3 clusters Score -1.72472e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -17247692.000000 Penalty: 5860.730469
	Iteration 30Q: 3 clusters Score -1.724769e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -17248102.000000 Penalty: 5860.730469
	Iteration 31Q: 3 clusters Score -1.72481e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -17248530.000000 Penalty: 5860.730469
	Iteration 32Q: 3 clusters Score -1.724853e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -17248880.000000 Penalty: 5860.730469
	Iteration 33Q: 3 clusters Score -1.724888e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -17249132.000000 Penalty: 5860.730469
	Iteration 34Q: 3 clusters Score -1.724913e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -17249428.000000 Penalty: 5860.730469
	Iteration 35Q: 3 clusters Score -1.724943e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89784 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -17249576.000000 Penalty: 5860.730469
	Iteration 36Q: 3 clusters Score -1.724958e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -17249832.000000 Penalty: 5860.730469
	Iteration 37Q: 3 clusters Score -1.724983e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -17249956.000000 Penalty: 5860.730469
	Iteration 38Q: 3 clusters Score -1.724996e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -17250032.000000 Penalty: 5860.730469
	Iteration 39Q: 3 clusters Score -1.725003e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -17250366.000000 Penalty: 5860.730469
	Iteration 40F: 3 clusters Score -1.725037e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -17250616.000000 Penalty: 5860.730469
	Iteration 41Q: 3 clusters Score -1.725062e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -17250764.000000 Penalty: 5860.730469
	Iteration 42Q: 3 clusters Score -1.725076e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -17250852.000000 Penalty: 5860.730469
	Iteration 43Q: 3 clusters Score -1.725085e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -17250884.000000 Penalty: 5860.730469
	Iteration 44Q: 3 clusters Score -1.725088e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83363 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -17251002.000000 Penalty: 5860.730469
	Iteration 45Q: 3 clusters Score -1.7251e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -17251036.000000 Penalty: 5860.730469
	Iteration 46Q: 3 clusters Score -1.725104e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -17251092.000000 Penalty: 5860.730469
	Iteration 47Q: 3 clusters Score -1.725109e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -17251104.000000 Penalty: 5860.730469
	Iteration 48Q: 3 clusters Score -1.72511e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -17251128.000000 Penalty: 5860.730469
	Iteration 49Q: 3 clusters Score -1.725113e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -17251122.000000 Penalty: 5860.730469
	Iteration 50Q: 3 clusters Score -1.725112e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -17251124.000000 Penalty: 5860.730469
	Iteration 51Q: 3 clusters Score -1.725112e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81269 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -17251106.000000 Penalty: 5860.730469
	Iteration 52Q: 3 clusters Score -1.725111e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -17251124.000000 Penalty: 5860.730469
	Iteration 53Q: 3 clusters Score -1.725112e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -17251138.000000 Penalty: 5860.730469
	Iteration 54Q: 3 clusters Score -1.725114e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -17251168.000000 Penalty: 5860.730469
	Iteration 55Q: 3 clusters Score -1.725117e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -17251184.000000 Penalty: 5860.730469
	Iteration 56Q: 3 clusters Score -1.725118e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -17251176.000000 Penalty: 5860.730469
	Iteration 57Q: 3 clusters Score -1.725118e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -17251144.000000 Penalty: 5860.730469
	Iteration 58Q: 3 clusters Score -1.725114e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -17251118.000000 Penalty: 5860.730469
	Iteration 59Q: 3 clusters Score -1.725112e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -17251110.000000 Penalty: 5860.730469
	Iteration 60F: 3 clusters Score -1.725111e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -17251098.000000 Penalty: 5860.730469
	Iteration 61Q: 3 clusters Score -1.72511e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -17251118.000000 Penalty: 5860.730469
	Iteration 62Q: 3 clusters Score -1.725112e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -17251120.000000 Penalty: 5860.730469
	Iteration 63Q: 3 clusters Score -1.725112e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -17251116.000000 Penalty: 5860.730469
	Iteration 64Q: 3 clusters Score -1.725112e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -17251098.000000 Penalty: 5860.730469
	Iteration 65Q: 3 clusters Score -1.72511e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -17251084.000000 Penalty: 5860.730469
	Iteration 66Q: 3 clusters Score -1.725108e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -17251072.000000 Penalty: 5860.730469
	Iteration 67Q: 3 clusters Score -1.725107e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -17251080.000000 Penalty: 5860.730469
	Iteration 68Q: 3 clusters Score -1.725108e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -17251072.000000 Penalty: 5860.730469
	Iteration 69Q: 3 clusters Score -1.725107e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -17251062.000000 Penalty: 5860.730469
	Iteration 70Q: 3 clusters Score -1.725106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -17251062.000000 Penalty: 5860.730469
	Iteration 71Q: 3 clusters Score -1.725106e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -17251066.000000 Penalty: 5860.730469
	Iteration 72Q: 3 clusters Score -1.725107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -17251058.000000 Penalty: 5860.730469
	Iteration 73Q: 3 clusters Score -1.725106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -17251054.000000 Penalty: 5860.730469
	Iteration 74Q: 3 clusters Score -1.725105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -17251062.000000 Penalty: 5860.730469
	Iteration 75Q: 3 clusters Score -1.725106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -17251070.000000 Penalty: 5860.730469
	Iteration 76Q: 3 clusters Score -1.725107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -17251062.000000 Penalty: 5860.730469
	Iteration 77Q: 3 clusters Score -1.725106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -17251062.000000 Penalty: 5860.730469
	Iteration 78Q: 3 clusters Score -1.725106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -17251076.000000 Penalty: 5860.730469
	Iteration 79Q: 3 clusters Score -1.725108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -17251092.000000 Penalty: 5860.730469
	Iteration 80F: 3 clusters Score -1.725109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -17251088.000000 Penalty: 5860.730469
	Iteration 81Q: 3 clusters Score -1.725109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -17251084.000000 Penalty: 5860.730469
	Iteration 82Q: 3 clusters Score -1.725108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -17251088.000000 Penalty: 5860.730469
	Iteration 83Q: 3 clusters Score -1.725109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -17251092.000000 Penalty: 5860.730469
	Iteration 84Q: 3 clusters Score -1.725109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -17251086.000000 Penalty: 5860.730469
	Iteration 85Q: 3 clusters Score -1.725109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -17251094.000000 Penalty: 5860.730469
	Iteration 86Q: 3 clusters Score -1.725109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -17251082.000000 Penalty: 5860.730469
	Iteration 87Q: 3 clusters Score -1.725108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -17251096.000000 Penalty: 5860.730469
	Iteration 88Q: 3 clusters Score -1.72511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -17251088.000000 Penalty: 5860.730469
	Iteration 89Q: 3 clusters Score -1.725109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -17251096.000000 Penalty: 5860.730469
	Iteration 90Q: 3 clusters Score -1.72511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -17251102.000000 Penalty: 5860.730469
	Iteration 91Q: 3 clusters Score -1.72511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -17251106.000000 Penalty: 5860.730469
	Iteration 92Q: 3 clusters Score -1.725111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -17251098.000000 Penalty: 5860.730469
	Iteration 93Q: 3 clusters Score -1.72511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -17251086.000000 Penalty: 5860.730469
	Iteration 94Q: 3 clusters Score -1.725109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -17251080.000000 Penalty: 5860.730469
	Iteration 95Q: 3 clusters Score -1.725108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -17251082.000000 Penalty: 5860.730469
	Iteration 96Q: 3 clusters Score -1.725108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -17251084.000000 Penalty: 5860.730469
	Iteration 97Q: 3 clusters Score -1.725108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -17251094.000000 Penalty: 5860.730469
	Iteration 98Q: 3 clusters Score -1.725109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -17251088.000000 Penalty: 5860.730469
	Iteration 99Q: 3 clusters Score -1.725109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -17251078.000000 Penalty: 5860.730469
	Iteration 100F: 3 clusters Score -1.725108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -17251090.000000 Penalty: 5860.730469
	Iteration 101Q: 3 clusters Score -1.725109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -17251080.000000 Penalty: 5860.730469
	Iteration 102Q: 3 clusters Score -1.725108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -17251072.000000 Penalty: 5860.730469
	Iteration 103Q: 3 clusters Score -1.725107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -17251088.000000 Penalty: 5860.730469
	Iteration 104Q: 3 clusters Score -1.725109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -17251088.000000 Penalty: 5860.730469
	Iteration 105Q: 3 clusters Score -1.725109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78789 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -17251104.000000 Penalty: 5860.730469
	Iteration 106Q: 3 clusters Score -1.72511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -17251094.000000 Penalty: 5860.730469
	Iteration 107Q: 3 clusters Score -1.725109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -17251100.000000 Penalty: 5860.730469
	Iteration 108Q: 3 clusters Score -1.72511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -17251100.000000 Penalty: 5860.730469
	Iteration 109F: 3 clusters Score -1.72511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 78784 members 
Mstep: Class 12 contains 149950 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 55090 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 24189 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 9565 members 
Mstep: Class 21 contains 20965 members 
Mstep: Class 22 contains 127647 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 56616 members 
Entering Unmasked Estep 
Score: -77936784.000000 Penalty: 79462.218750
Splitting cluster 11 changes total score from -77930552.000000 to -77936784.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (149950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149950 members 
Entering Unmasked Estep 
Score: -19220712.000000 Penalty: 2955.678223
	Iteration 0F: 2 clusters Score -1.922071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 75030 members 
Entering Unmasked Estep 
Score: -19120564.000000 Penalty: 5911.356445
	Iteration 0F: 3 clusters Score -1.912056e+07 nChanged 71715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -19161558.000000 Penalty: 5911.356445
	Iteration 1F: 3 clusters Score -1.916156e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -19162310.000000 Penalty: 5911.356445
	Iteration 2Q: 3 clusters Score -1.916231e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -19163348.000000 Penalty: 5911.356445
	Iteration 3Q: 3 clusters Score -1.916335e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -19164688.000000 Penalty: 5911.356445
	Iteration 4Q: 3 clusters Score -1.916469e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -19166360.000000 Penalty: 5911.356445
	Iteration 5Q: 3 clusters Score -1.916636e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -19168262.000000 Penalty: 5911.356445
	Iteration 6Q: 3 clusters Score -1.916826e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -19170806.000000 Penalty: 5911.356445
	Iteration 7Q: 3 clusters Score -1.917081e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -19173732.000000 Penalty: 5911.356445
	Iteration 8Q: 3 clusters Score -1.917373e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -19176972.000000 Penalty: 5911.356445
	Iteration 9Q: 3 clusters Score -1.917697e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -19180948.000000 Penalty: 5911.356445
	Iteration 10Q: 3 clusters Score -1.918095e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -19185422.000000 Penalty: 5911.356445
	Iteration 11F: 3 clusters Score -1.918542e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -19189496.000000 Penalty: 5911.356445
	Iteration 12F: 3 clusters Score -1.91895e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -19192140.000000 Penalty: 5911.356445
	Iteration 13Q: 3 clusters Score -1.919214e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -19193408.000000 Penalty: 5911.356445
	Iteration 14Q: 3 clusters Score -1.919341e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -19194096.000000 Penalty: 5911.356445
	Iteration 15Q: 3 clusters Score -1.91941e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -19194568.000000 Penalty: 5911.356445
	Iteration 16Q: 3 clusters Score -1.919457e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86230 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -19194816.000000 Penalty: 5911.356445
	Iteration 17Q: 3 clusters Score -1.919482e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -19194996.000000 Penalty: 5911.356445
	Iteration 18Q: 3 clusters Score -1.9195e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -19195054.000000 Penalty: 5911.356445
	Iteration 19Q: 3 clusters Score -1.919505e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -19195192.000000 Penalty: 5911.356445
	Iteration 20F: 3 clusters Score -1.919519e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -19195244.000000 Penalty: 5911.356445
	Iteration 21Q: 3 clusters Score -1.919524e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -19195344.000000 Penalty: 5911.356445
	Iteration 22Q: 3 clusters Score -1.919534e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -19195452.000000 Penalty: 5911.356445
	Iteration 23Q: 3 clusters Score -1.919545e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -19195650.000000 Penalty: 5911.356445
	Iteration 24Q: 3 clusters Score -1.919565e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -19195736.000000 Penalty: 5911.356445
	Iteration 25Q: 3 clusters Score -1.919574e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -19195762.000000 Penalty: 5911.356445
	Iteration 26Q: 3 clusters Score -1.919576e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -19195862.000000 Penalty: 5911.356445
	Iteration 27Q: 3 clusters Score -1.919586e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -19196068.000000 Penalty: 5911.356445
	Iteration 28Q: 3 clusters Score -1.919607e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -19196222.000000 Penalty: 5911.356445
	Iteration 29Q: 3 clusters Score -1.919622e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -19196336.000000 Penalty: 5911.356445
	Iteration 30Q: 3 clusters Score -1.919634e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -19196398.000000 Penalty: 5911.356445
	Iteration 31Q: 3 clusters Score -1.91964e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -19196658.000000 Penalty: 5911.356445
	Iteration 32Q: 3 clusters Score -1.919666e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -19196904.000000 Penalty: 5911.356445
	Iteration 33Q: 3 clusters Score -1.91969e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -19197154.000000 Penalty: 5911.356445
	Iteration 34Q: 3 clusters Score -1.919715e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101681 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -19197464.000000 Penalty: 5911.356445
	Iteration 35Q: 3 clusters Score -1.919746e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103205 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -19197812.000000 Penalty: 5911.356445
	Iteration 36Q: 3 clusters Score -1.919781e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -19198200.000000 Penalty: 5911.356445
	Iteration 37Q: 3 clusters Score -1.91982e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106744 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -19198598.000000 Penalty: 5911.356445
	Iteration 38Q: 3 clusters Score -1.91986e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108735 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -19199072.000000 Penalty: 5911.356445
	Iteration 39Q: 3 clusters Score -1.919907e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110801 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -19199682.000000 Penalty: 5911.356445
	Iteration 40F: 3 clusters Score -1.919968e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113120 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -19200422.000000 Penalty: 5911.356445
	Iteration 41Q: 3 clusters Score -1.920042e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115556 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -19201208.000000 Penalty: 5911.356445
	Iteration 42Q: 3 clusters Score -1.920121e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118086 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -19201980.000000 Penalty: 5911.356445
	Iteration 43Q: 3 clusters Score -1.920198e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120681 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -19203110.000000 Penalty: 5911.356445
	Iteration 44Q: 3 clusters Score -1.920311e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123439 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -19204106.000000 Penalty: 5911.356445
	Iteration 45Q: 3 clusters Score -1.920411e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126331 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -19205382.000000 Penalty: 5911.356445
	Iteration 46Q: 3 clusters Score -1.920538e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -19206708.000000 Penalty: 5911.356445
	Iteration 47Q: 3 clusters Score -1.920671e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132043 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -19208152.000000 Penalty: 5911.356445
	Iteration 48Q: 3 clusters Score -1.920815e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134778 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -19209536.000000 Penalty: 5911.356445
	Iteration 49Q: 3 clusters Score -1.920954e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137392 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -19211116.000000 Penalty: 5911.356445
	Iteration 50Q: 3 clusters Score -1.921112e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -19212568.000000 Penalty: 5911.356445
	Iteration 51Q: 3 clusters Score -1.921257e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142106 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -19214026.000000 Penalty: 5911.356445
	Iteration 52Q: 3 clusters Score -1.921403e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143949 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -19215218.000000 Penalty: 5911.356445
	Iteration 53Q: 3 clusters Score -1.921522e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145401 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -19216098.000000 Penalty: 5911.356445
	Iteration 54Q: 3 clusters Score -1.92161e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146556 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -19216756.000000 Penalty: 5911.356445
	Iteration 55Q: 3 clusters Score -1.921676e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -19217276.000000 Penalty: 5911.356445
	Iteration 56Q: 3 clusters Score -1.921728e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147979 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -19217624.000000 Penalty: 5911.356445
	Iteration 57Q: 3 clusters Score -1.921762e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148360 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19217852.000000 Penalty: 5911.356445
	Iteration 58Q: 3 clusters Score -1.921785e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148615 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -19218036.000000 Penalty: 5911.356445
	Iteration 59Q: 3 clusters Score -1.921804e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19218142.000000 Penalty: 5911.356445
	Iteration 60F: 3 clusters Score -1.921814e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148866 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -19218238.000000 Penalty: 5911.356445
	Iteration 61Q: 3 clusters Score -1.921824e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148944 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -19218292.000000 Penalty: 5911.356445
	Iteration 62Q: 3 clusters Score -1.921829e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149006 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -19218332.000000 Penalty: 5911.356445
	Iteration 63Q: 3 clusters Score -1.921833e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149047 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19218412.000000 Penalty: 5911.356445
	Iteration 64Q: 3 clusters Score -1.921841e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149077 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -19218422.000000 Penalty: 5911.356445
	Iteration 65Q: 3 clusters Score -1.921842e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149100 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19218448.000000 Penalty: 5911.356445
	Iteration 66Q: 3 clusters Score -1.921845e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149110 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -19218482.000000 Penalty: 5911.356445
	Iteration 67Q: 3 clusters Score -1.921848e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -19218476.000000 Penalty: 5911.356445
	Iteration 68Q: 3 clusters Score -1.921848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -19218482.000000 Penalty: 5911.356445
	Iteration 69Q: 3 clusters Score -1.921848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149124 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -19218504.000000 Penalty: 5911.356445
	Iteration 70Q: 3 clusters Score -1.92185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149138 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19218514.000000 Penalty: 5911.356445
	Iteration 71Q: 3 clusters Score -1.921851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149137 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19218510.000000 Penalty: 5911.356445
	Iteration 72Q: 3 clusters Score -1.921851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19218514.000000 Penalty: 5911.356445
	Iteration 73Q: 3 clusters Score -1.921851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149141 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19218522.000000 Penalty: 5911.356445
	Iteration 74Q: 3 clusters Score -1.921852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149141 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19218512.000000 Penalty: 5911.356445
	Iteration 75Q: 3 clusters Score -1.921851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149146 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -19218532.000000 Penalty: 5911.356445
	Iteration 76Q: 3 clusters Score -1.921853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -19218528.000000 Penalty: 5911.356445
	Iteration 77Q: 3 clusters Score -1.921853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149146 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -19218544.000000 Penalty: 5911.356445
	Iteration 78Q: 3 clusters Score -1.921854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -19218550.000000 Penalty: 5911.356445
	Iteration 79Q: 3 clusters Score -1.921855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -19218544.000000 Penalty: 5911.356445
	Iteration 80F: 3 clusters Score -1.921854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -19218542.000000 Penalty: 5911.356445
	Iteration 81Q: 3 clusters Score -1.921854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19218550.000000 Penalty: 5911.356445
	Iteration 82Q: 3 clusters Score -1.921855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -19218542.000000 Penalty: 5911.356445
	Iteration 83Q: 3 clusters Score -1.921854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -19218532.000000 Penalty: 5911.356445
	Iteration 84Q: 3 clusters Score -1.921853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19218536.000000 Penalty: 5911.356445
	Iteration 85Q: 3 clusters Score -1.921854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19218544.000000 Penalty: 5911.356445
	Iteration 86Q: 3 clusters Score -1.921854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19218558.000000 Penalty: 5911.356445
	Iteration 87Q: 3 clusters Score -1.921856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19218536.000000 Penalty: 5911.356445
	Iteration 88Q: 3 clusters Score -1.921854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19218536.000000 Penalty: 5911.356445
	Iteration 89F: 3 clusters Score -1.921854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Entering Unmasked Estep 
Score: -600105.687500 Penalty: 2097.919434
	Iteration 0F: 2 clusters Score -600105.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -595760.375000 Penalty: 4195.838867
	Iteration 0F: 3 clusters Score -595760.4 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -596879.875000 Penalty: 4195.838867
	Iteration 1F: 3 clusters Score -596879.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -597169.812500 Penalty: 4195.838867
	Iteration 2F: 3 clusters Score -597169.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -597405.375000 Penalty: 4195.838867
	Iteration 3F: 3 clusters Score -597405.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -597630.187500 Penalty: 4195.838867
	Iteration 4F: 3 clusters Score -597630.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -597854.437500 Penalty: 4195.838867
	Iteration 5F: 3 clusters Score -597854.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -598076.812500 Penalty: 4195.838867
	Iteration 6F: 3 clusters Score -598076.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -598279.000000 Penalty: 4195.838867
	Iteration 7F: 3 clusters Score -598279 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -598468.625000 Penalty: 4195.838867
	Iteration 8Q: 3 clusters Score -598468.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -598585.812500 Penalty: 4195.838867
	Iteration 9Q: 3 clusters Score -598585.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -598670.812500 Penalty: 4195.838867
	Iteration 10Q: 3 clusters Score -598670.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -598733.312500 Penalty: 4195.838867
	Iteration 11Q: 3 clusters Score -598733.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -598775.312500 Penalty: 4195.838867
	Iteration 12Q: 3 clusters Score -598775.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -598803.687500 Penalty: 4195.838867
	Iteration 13Q: 3 clusters Score -598803.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -598820.187500 Penalty: 4195.838867
	Iteration 14Q: 3 clusters Score -598820.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -598836.812500 Penalty: 4195.838867
	Iteration 15Q: 3 clusters Score -598836.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -598858.437500 Penalty: 4195.838867
	Iteration 16Q: 3 clusters Score -598858.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -598872.187500 Penalty: 4195.838867
	Iteration 17Q: 3 clusters Score -598872.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -598886.937500 Penalty: 4195.838867
	Iteration 18Q: 3 clusters Score -598886.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -598894.562500 Penalty: 4195.838867
	Iteration 19Q: 3 clusters Score -598894.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -598900.312500 Penalty: 4195.838867
	Iteration 20F: 3 clusters Score -598900.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -598912.062500 Penalty: 4195.838867
	Iteration 21Q: 3 clusters Score -598912.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -598924.437500 Penalty: 4195.838867
	Iteration 22Q: 3 clusters Score -598924.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -598929.062500 Penalty: 4195.838867
	Iteration 23Q: 3 clusters Score -598929.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -598938.437500 Penalty: 4195.838867
	Iteration 24Q: 3 clusters Score -598938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -598941.937500 Penalty: 4195.838867
	Iteration 25Q: 3 clusters Score -598941.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -598947.500000 Penalty: 4195.838867
	Iteration 26Q: 3 clusters Score -598947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -598949.750000 Penalty: 4195.838867
	Iteration 27Q: 3 clusters Score -598949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -598950.750000 Penalty: 4195.838867
	Iteration 28Q: 3 clusters Score -598950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -598952.312500 Penalty: 4195.838867
	Iteration 29Q: 3 clusters Score -598952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -598952.312500 Penalty: 4195.838867
	Iteration 30F: 3 clusters Score -598952.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -195265.031250 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -195265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -193022.093750 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -193022.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -194353.687500 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -194353.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -196019.343750 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -196019.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -198064.734375 Penalty: 3704.382812
	Iteration 3F: 3 clusters Score -198064.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -199747.828125 Penalty: 3704.382812
	Iteration 4F: 3 clusters Score -199747.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -200519.328125 Penalty: 3704.382812
	Iteration 5Q: 3 clusters Score -200519.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -200698.796875 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -200698.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -200710.046875 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -200710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -200711.468750 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -200711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -200711.468750 Penalty: 3704.382812
	Iteration 9F: 3 clusters Score -200711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 78784 members 
Mstep: Class 12 contains 149950 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 55090 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 24189 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 9565 members 
Mstep: Class 21 contains 20965 members 
Mstep: Class 22 contains 127647 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 56616 members 
Mstep: Class 25 contains 1325 members 
Entering Unmasked Estep 
Score: -77940800.000000 Penalty: 82773.140625
Splitting cluster 14 changes total score from -77930552.000000 to -77940800.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (55090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Entering Unmasked Estep 
Score: -6745302.000000 Penalty: 2707.347412
	Iteration 0F: 2 clusters Score -6745302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -6708355.500000 Penalty: 5414.694824
	Iteration 0F: 3 clusters Score -6708356 nChanged 25529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -6723106.000000 Penalty: 5414.694824
	Iteration 1F: 3 clusters Score -6723106 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -6724445.500000 Penalty: 5414.694824
	Iteration 2Q: 3 clusters Score -6724446 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6726169.500000 Penalty: 5414.694824
	Iteration 3F: 3 clusters Score -6726170 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -6728127.000000 Penalty: 5414.694824
	Iteration 4F: 3 clusters Score -6728127 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -6730326.500000 Penalty: 5414.694824
	Iteration 5F: 3 clusters Score -6730326 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -6732502.000000 Penalty: 5414.694824
	Iteration 6F: 3 clusters Score -6732502 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -6734514.500000 Penalty: 5414.694824
	Iteration 7F: 3 clusters Score -6734514 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -6736067.500000 Penalty: 5414.694824
	Iteration 8F: 3 clusters Score -6736068 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -6737369.500000 Penalty: 5414.694824
	Iteration 9Q: 3 clusters Score -6737370 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -6738504.000000 Penalty: 5414.694824
	Iteration 10Q: 3 clusters Score -6738504 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -6739488.000000 Penalty: 5414.694824
	Iteration 11Q: 3 clusters Score -6739488 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -6740194.000000 Penalty: 5414.694824
	Iteration 12Q: 3 clusters Score -6740194 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -6740732.500000 Penalty: 5414.694824
	Iteration 13Q: 3 clusters Score -6740732 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -6741274.000000 Penalty: 5414.694824
	Iteration 14Q: 3 clusters Score -6741274 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -6741757.000000 Penalty: 5414.694824
	Iteration 15Q: 3 clusters Score -6741757 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -6742120.500000 Penalty: 5414.694824
	Iteration 16Q: 3 clusters Score -6742120 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -6742499.000000 Penalty: 5414.694824
	Iteration 17Q: 3 clusters Score -6742499 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -6742807.500000 Penalty: 5414.694824
	Iteration 18Q: 3 clusters Score -6742808 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -6743080.000000 Penalty: 5414.694824
	Iteration 19Q: 3 clusters Score -6743080 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -6743359.500000 Penalty: 5414.694824
	Iteration 20F: 3 clusters Score -6743360 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -6743576.000000 Penalty: 5414.694824
	Iteration 21Q: 3 clusters Score -6743576 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -6743803.500000 Penalty: 5414.694824
	Iteration 22Q: 3 clusters Score -6743804 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -6743976.500000 Penalty: 5414.694824
	Iteration 23Q: 3 clusters Score -6743976 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -6744186.500000 Penalty: 5414.694824
	Iteration 24Q: 3 clusters Score -6744186 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -6744351.000000 Penalty: 5414.694824
	Iteration 25Q: 3 clusters Score -6744351 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -6744453.000000 Penalty: 5414.694824
	Iteration 26Q: 3 clusters Score -6744453 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -6744588.000000 Penalty: 5414.694824
	Iteration 27Q: 3 clusters Score -6744588 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -6744671.000000 Penalty: 5414.694824
	Iteration 28Q: 3 clusters Score -6744671 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6744731.500000 Penalty: 5414.694824
	Iteration 29Q: 3 clusters Score -6744732 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -6744823.500000 Penalty: 5414.694824
	Iteration 30Q: 3 clusters Score -6744824 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -6744867.000000 Penalty: 5414.694824
	Iteration 31Q: 3 clusters Score -6744867 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -6744910.500000 Penalty: 5414.694824
	Iteration 32Q: 3 clusters Score -6744910 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -6744930.000000 Penalty: 5414.694824
	Iteration 33Q: 3 clusters Score -6744930 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -6744953.500000 Penalty: 5414.694824
	Iteration 34Q: 3 clusters Score -6744954 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -6744975.000000 Penalty: 5414.694824
	Iteration 35Q: 3 clusters Score -6744975 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -6744991.500000 Penalty: 5414.694824
	Iteration 36Q: 3 clusters Score -6744992 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -6745002.000000 Penalty: 5414.694824
	Iteration 37Q: 3 clusters Score -6745002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -6745046.000000 Penalty: 5414.694824
	Iteration 38Q: 3 clusters Score -6745046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6745051.500000 Penalty: 5414.694824
	Iteration 39Q: 3 clusters Score -6745052 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -6745084.000000 Penalty: 5414.694824
	Iteration 40F: 3 clusters Score -6745084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -6745076.000000 Penalty: 5414.694824
	Iteration 41Q: 3 clusters Score -6745076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -6745081.500000 Penalty: 5414.694824
	Iteration 42Q: 3 clusters Score -6745082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -6745100.000000 Penalty: 5414.694824
	Iteration 43Q: 3 clusters Score -6745100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6745105.500000 Penalty: 5414.694824
	Iteration 44Q: 3 clusters Score -6745106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -6745118.500000 Penalty: 5414.694824
	Iteration 45Q: 3 clusters Score -6745118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6745131.500000 Penalty: 5414.694824
	Iteration 46Q: 3 clusters Score -6745132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6745138.500000 Penalty: 5414.694824
	Iteration 47Q: 3 clusters Score -6745138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6745148.000000 Penalty: 5414.694824
	Iteration 48Q: 3 clusters Score -6745148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6745146.000000 Penalty: 5414.694824
	Iteration 49Q: 3 clusters Score -6745146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -6745145.000000 Penalty: 5414.694824
	Iteration 50Q: 3 clusters Score -6745145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6745145.500000 Penalty: 5414.694824
	Iteration 51Q: 3 clusters Score -6745146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6745157.000000 Penalty: 5414.694824
	Iteration 52Q: 3 clusters Score -6745157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6745164.000000 Penalty: 5414.694824
	Iteration 53Q: 3 clusters Score -6745164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6745165.500000 Penalty: 5414.694824
	Iteration 54Q: 3 clusters Score -6745166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -6745164.000000 Penalty: 5414.694824
	Iteration 55Q: 3 clusters Score -6745164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -6745174.500000 Penalty: 5414.694824
	Iteration 56Q: 3 clusters Score -6745174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -6745179.500000 Penalty: 5414.694824
	Iteration 57Q: 3 clusters Score -6745180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -6745178.500000 Penalty: 5414.694824
	Iteration 58Q: 3 clusters Score -6745178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -6745171.500000 Penalty: 5414.694824
	Iteration 59Q: 3 clusters Score -6745172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -6745175.000000 Penalty: 5414.694824
	Iteration 60F: 3 clusters Score -6745175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -6745180.000000 Penalty: 5414.694824
	Iteration 61Q: 3 clusters Score -6745180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6745185.000000 Penalty: 5414.694824
	Iteration 62Q: 3 clusters Score -6745185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -6745184.500000 Penalty: 5414.694824
	Iteration 63Q: 3 clusters Score -6745184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -6745191.500000 Penalty: 5414.694824
	Iteration 64Q: 3 clusters Score -6745192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6745186.000000 Penalty: 5414.694824
	Iteration 65Q: 3 clusters Score -6745186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -6745192.500000 Penalty: 5414.694824
	Iteration 66Q: 3 clusters Score -6745192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -6745186.500000 Penalty: 5414.694824
	Iteration 67Q: 3 clusters Score -6745186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6745187.500000 Penalty: 5414.694824
	Iteration 68Q: 3 clusters Score -6745188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6745190.500000 Penalty: 5414.694824
	Iteration 69Q: 3 clusters Score -6745190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6745181.500000 Penalty: 5414.694824
	Iteration 70Q: 3 clusters Score -6745182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -6745188.500000 Penalty: 5414.694824
	Iteration 71Q: 3 clusters Score -6745188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -6745190.000000 Penalty: 5414.694824
	Iteration 72Q: 3 clusters Score -6745190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6745191.500000 Penalty: 5414.694824
	Iteration 73Q: 3 clusters Score -6745192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -6745196.500000 Penalty: 5414.694824
	Iteration 74Q: 3 clusters Score -6745196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -6745193.500000 Penalty: 5414.694824
	Iteration 75Q: 3 clusters Score -6745194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6745202.000000 Penalty: 5414.694824
	Iteration 76Q: 3 clusters Score -6745202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -6745203.000000 Penalty: 5414.694824
	Iteration 77Q: 3 clusters Score -6745203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6745205.500000 Penalty: 5414.694824
	Iteration 78Q: 3 clusters Score -6745206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6745205.500000 Penalty: 5414.694824
	Iteration 79F: 3 clusters Score -6745206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Entering Unmasked Estep 
Score: -1039852.125000 Penalty: 2245.778076
	Iteration 0F: 2 clusters Score -1039852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1033057.500000 Penalty: 4491.556152
	Iteration 0F: 3 clusters Score -1033058 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1035062.812500 Penalty: 4491.556152
	Iteration 1F: 3 clusters Score -1035063 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1035372.937500 Penalty: 4491.556152
	Iteration 2F: 3 clusters Score -1035373 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1035608.437500 Penalty: 4491.556152
	Iteration 3F: 3 clusters Score -1035608 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1035805.375000 Penalty: 4491.556152
	Iteration 4Q: 3 clusters Score -1035805 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1035975.562500 Penalty: 4491.556152
	Iteration 5Q: 3 clusters Score -1035976 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1036110.250000 Penalty: 4491.556152
	Iteration 6Q: 3 clusters Score -1036110 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1036242.125000 Penalty: 4491.556152
	Iteration 7Q: 3 clusters Score -1036242 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1036382.437500 Penalty: 4491.556152
	Iteration 8Q: 3 clusters Score -1036382 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1036540.875000 Penalty: 4491.556152
	Iteration 9Q: 3 clusters Score -1036541 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1036683.562500 Penalty: 4491.556152
	Iteration 10Q: 3 clusters Score -1036684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1036828.125000 Penalty: 4491.556152
	Iteration 11Q: 3 clusters Score -1036828 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1036974.875000 Penalty: 4491.556152
	Iteration 12Q: 3 clusters Score -1036975 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1037078.250000 Penalty: 4491.556152
	Iteration 13Q: 3 clusters Score -1037078 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1037160.875000 Penalty: 4491.556152
	Iteration 14Q: 3 clusters Score -1037161 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1037241.187500 Penalty: 4491.556152
	Iteration 15Q: 3 clusters Score -1037241 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1037309.875000 Penalty: 4491.556152
	Iteration 16Q: 3 clusters Score -1037310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1037374.625000 Penalty: 4491.556152
	Iteration 17Q: 3 clusters Score -1037375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1037438.062500 Penalty: 4491.556152
	Iteration 18Q: 3 clusters Score -1037438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1037508.062500 Penalty: 4491.556152
	Iteration 19Q: 3 clusters Score -1037508 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1037581.187500 Penalty: 4491.556152
	Iteration 20F: 3 clusters Score -1037581 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1037633.812500 Penalty: 4491.556152
	Iteration 21Q: 3 clusters Score -1037634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1037678.250000 Penalty: 4491.556152
	Iteration 22Q: 3 clusters Score -1037678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1037713.375000 Penalty: 4491.556152
	Iteration 23Q: 3 clusters Score -1037713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1037744.562500 Penalty: 4491.556152
	Iteration 24Q: 3 clusters Score -1037745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1037772.125000 Penalty: 4491.556152
	Iteration 25Q: 3 clusters Score -1037772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1037788.375000 Penalty: 4491.556152
	Iteration 26Q: 3 clusters Score -1037788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1037795.187500 Penalty: 4491.556152
	Iteration 27Q: 3 clusters Score -1037795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1037805.625000 Penalty: 4491.556152
	Iteration 28Q: 3 clusters Score -1037806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1037814.250000 Penalty: 4491.556152
	Iteration 29Q: 3 clusters Score -1037814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1037820.875000 Penalty: 4491.556152
	Iteration 30Q: 3 clusters Score -1037821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1037825.875000 Penalty: 4491.556152
	Iteration 31Q: 3 clusters Score -1037826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1037827.875000 Penalty: 4491.556152
	Iteration 32Q: 3 clusters Score -1037828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1037831.187500 Penalty: 4491.556152
	Iteration 33Q: 3 clusters Score -1037831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1037835.000000 Penalty: 4491.556152
	Iteration 34Q: 3 clusters Score -1037835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1037840.312500 Penalty: 4491.556152
	Iteration 35Q: 3 clusters Score -1037840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1037841.937500 Penalty: 4491.556152
	Iteration 36Q: 3 clusters Score -1037842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1037844.437500 Penalty: 4491.556152
	Iteration 37Q: 3 clusters Score -1037844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1037846.125000 Penalty: 4491.556152
	Iteration 38Q: 3 clusters Score -1037846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1037850.062500 Penalty: 4491.556152
	Iteration 39Q: 3 clusters Score -1037850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1037852.187500 Penalty: 4491.556152
	Iteration 40F: 3 clusters Score -1037852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1037854.062500 Penalty: 4491.556152
	Iteration 41Q: 3 clusters Score -1037854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1037852.750000 Penalty: 4491.556152
	Iteration 42Q: 3 clusters Score -1037853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1037853.687500 Penalty: 4491.556152
	Iteration 43Q: 3 clusters Score -1037854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1037856.312500 Penalty: 4491.556152
	Iteration 44Q: 3 clusters Score -1037856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1037855.125000 Penalty: 4491.556152
	Iteration 45Q: 3 clusters Score -1037855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1037855.125000 Penalty: 4491.556152
	Iteration 46F: 3 clusters Score -1037855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Entering Unmasked Estep 
Score: -2996561.750000 Penalty: 2503.226074
	Iteration 0F: 2 clusters Score -2996562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2979712.500000 Penalty: 5006.452148
	Iteration 0F: 3 clusters Score -2979712 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2986287.250000 Penalty: 5006.452148
	Iteration 1F: 3 clusters Score -2986287 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2987750.500000 Penalty: 5006.452148
	Iteration 2F: 3 clusters Score -2987750 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2989555.000000 Penalty: 5006.452148
	Iteration 3F: 3 clusters Score -2989555 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2991459.500000 Penalty: 5006.452148
	Iteration 4F: 3 clusters Score -2991460 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2992973.250000 Penalty: 5006.452148
	Iteration 5F: 3 clusters Score -2992973 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2993974.000000 Penalty: 5006.452148
	Iteration 6F: 3 clusters Score -2993974 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2994571.500000 Penalty: 5006.452148
	Iteration 7Q: 3 clusters Score -2994572 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2994938.250000 Penalty: 5006.452148
	Iteration 8Q: 3 clusters Score -2994938 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2995202.500000 Penalty: 5006.452148
	Iteration 9Q: 3 clusters Score -2995202 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2995416.750000 Penalty: 5006.452148
	Iteration 10Q: 3 clusters Score -2995417 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2995563.250000 Penalty: 5006.452148
	Iteration 11Q: 3 clusters Score -2995563 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2995689.500000 Penalty: 5006.452148
	Iteration 12Q: 3 clusters Score -2995690 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2995790.750000 Penalty: 5006.452148
	Iteration 13Q: 3 clusters Score -2995791 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2995868.000000 Penalty: 5006.452148
	Iteration 14Q: 3 clusters Score -2995868 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2995939.500000 Penalty: 5006.452148
	Iteration 15Q: 3 clusters Score -2995940 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2996003.750000 Penalty: 5006.452148
	Iteration 16Q: 3 clusters Score -2996004 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2996054.250000 Penalty: 5006.452148
	Iteration 17Q: 3 clusters Score -2996054 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2996077.250000 Penalty: 5006.452148
	Iteration 18Q: 3 clusters Score -2996077 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2996102.250000 Penalty: 5006.452148
	Iteration 19Q: 3 clusters Score -2996102 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2996141.250000 Penalty: 5006.452148
	Iteration 20F: 3 clusters Score -2996141 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2996154.500000 Penalty: 5006.452148
	Iteration 21Q: 3 clusters Score -2996154 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2996167.750000 Penalty: 5006.452148
	Iteration 22Q: 3 clusters Score -2996168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2996176.250000 Penalty: 5006.452148
	Iteration 23Q: 3 clusters Score -2996176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2996181.500000 Penalty: 5006.452148
	Iteration 24Q: 3 clusters Score -2996182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2996181.250000 Penalty: 5006.452148
	Iteration 25Q: 3 clusters Score -2996181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2996196.250000 Penalty: 5006.452148
	Iteration 26Q: 3 clusters Score -2996196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2996203.750000 Penalty: 5006.452148
	Iteration 27Q: 3 clusters Score -2996204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2996209.500000 Penalty: 5006.452148
	Iteration 28Q: 3 clusters Score -2996210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2996215.000000 Penalty: 5006.452148
	Iteration 29Q: 3 clusters Score -2996215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2996224.000000 Penalty: 5006.452148
	Iteration 30Q: 3 clusters Score -2996224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2996219.250000 Penalty: 5006.452148
	Iteration 31Q: 3 clusters Score -2996219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2996215.250000 Penalty: 5006.452148
	Iteration 32Q: 3 clusters Score -2996215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2996223.000000 Penalty: 5006.452148
	Iteration 33Q: 3 clusters Score -2996223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2996224.500000 Penalty: 5006.452148
	Iteration 34Q: 3 clusters Score -2996224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2996225.750000 Penalty: 5006.452148
	Iteration 35Q: 3 clusters Score -2996226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2996218.500000 Penalty: 5006.452148
	Iteration 36Q: 3 clusters Score -2996218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2996226.250000 Penalty: 5006.452148
	Iteration 37Q: 3 clusters Score -2996226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2996230.000000 Penalty: 5006.452148
	Iteration 38Q: 3 clusters Score -2996230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2996234.250000 Penalty: 5006.452148
	Iteration 39Q: 3 clusters Score -2996234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2996237.000000 Penalty: 5006.452148
	Iteration 40F: 3 clusters Score -2996237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2996245.500000 Penalty: 5006.452148
	Iteration 41Q: 3 clusters Score -2996246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2996244.000000 Penalty: 5006.452148
	Iteration 42Q: 3 clusters Score -2996244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2996239.000000 Penalty: 5006.452148
	Iteration 43Q: 3 clusters Score -2996239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2996242.750000 Penalty: 5006.452148
	Iteration 44Q: 3 clusters Score -2996243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2996244.750000 Penalty: 5006.452148
	Iteration 45Q: 3 clusters Score -2996245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2996246.000000 Penalty: 5006.452148
	Iteration 46Q: 3 clusters Score -2996246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2996246.500000 Penalty: 5006.452148
	Iteration 47Q: 3 clusters Score -2996246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2996243.750000 Penalty: 5006.452148
	Iteration 48Q: 3 clusters Score -2996244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2996242.500000 Penalty: 5006.452148
	Iteration 49Q: 3 clusters Score -2996242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2996242.500000 Penalty: 5006.452148
	Iteration 50F: 3 clusters Score -2996242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -75011.429688 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -75011.43 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 339 members 
Entering Unmasked Estep 
Score: -73412.453125 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -73412.45 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73795.742188 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -73795.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74029.875000 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -74029.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74165.609375 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -74165.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74245.570312 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -74245.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74297.773438 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -74297.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74346.125000 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -74346.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74382.406250 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -74382.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74399.789062 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -74399.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74425.203125 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -74425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74452.382812 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -74452.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74466.679688 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -74466.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74470.382812 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -74470.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74475.281250 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -74475.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74477.890625 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -74477.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74479.304688 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -74479.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74484.359375 Penalty: 3243.634766
	Iteration 16Q: 3 clusters Score -74484.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74486.664062 Penalty: 3243.634766
	Iteration 17Q: 3 clusters Score -74486.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74489.359375 Penalty: 3243.634766
	Iteration 18Q: 3 clusters Score -74489.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74489.359375 Penalty: 3243.634766
	Iteration 19F: 3 clusters Score -74489.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Entering Unmasked Estep 
Score: -914905.625000 Penalty: 2202.074707
	Iteration 0F: 2 clusters Score -914905.6 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 3603 members 
Entering Unmasked Estep 
Score: -909054.187500 Penalty: 4404.149414
	Iteration 0F: 3 clusters Score -909054.2 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -911318.750000 Penalty: 4404.149414
	Iteration 1F: 3 clusters Score -911318.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -912477.937500 Penalty: 4404.149414
	Iteration 2F: 3 clusters Score -912477.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -913639.000000 Penalty: 4404.149414
	Iteration 3F: 3 clusters Score -913639 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -914453.062500 Penalty: 4404.149414
	Iteration 4F: 3 clusters Score -914453.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -914916.312500 Penalty: 4404.149414
	Iteration 5F: 3 clusters Score -914916.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -915300.687500 Penalty: 4404.149414
	Iteration 6Q: 3 clusters Score -915300.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -915808.500000 Penalty: 4404.149414
	Iteration 7Q: 3 clusters Score -915808.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -916414.937500 Penalty: 4404.149414
	Iteration 8Q: 3 clusters Score -916414.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -916938.500000 Penalty: 4404.149414
	Iteration 9F: 3 clusters Score -916938.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -917361.312500 Penalty: 4404.149414
	Iteration 10F: 3 clusters Score -917361.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -917627.125000 Penalty: 4404.149414
	Iteration 11Q: 3 clusters Score -917627.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -917795.437500 Penalty: 4404.149414
	Iteration 12Q: 3 clusters Score -917795.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -917935.375000 Penalty: 4404.149414
	Iteration 13Q: 3 clusters Score -917935.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -918041.875000 Penalty: 4404.149414
	Iteration 14Q: 3 clusters Score -918041.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -918128.125000 Penalty: 4404.149414
	Iteration 15Q: 3 clusters Score -918128.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -918203.562500 Penalty: 4404.149414
	Iteration 16Q: 3 clusters Score -918203.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -918245.875000 Penalty: 4404.149414
	Iteration 17Q: 3 clusters Score -918245.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -918277.937500 Penalty: 4404.149414
	Iteration 18Q: 3 clusters Score -918277.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -918303.625000 Penalty: 4404.149414
	Iteration 19Q: 3 clusters Score -918303.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -918323.750000 Penalty: 4404.149414
	Iteration 20F: 3 clusters Score -918323.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -918332.937500 Penalty: 4404.149414
	Iteration 21Q: 3 clusters Score -918332.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -918336.687500 Penalty: 4404.149414
	Iteration 22Q: 3 clusters Score -918336.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -918343.875000 Penalty: 4404.149414
	Iteration 23Q: 3 clusters Score -918343.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -918346.562500 Penalty: 4404.149414
	Iteration 24Q: 3 clusters Score -918346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -918350.062500 Penalty: 4404.149414
	Iteration 25Q: 3 clusters Score -918350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -918352.000000 Penalty: 4404.149414
	Iteration 26Q: 3 clusters Score -918352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -918351.937500 Penalty: 4404.149414
	Iteration 27Q: 3 clusters Score -918351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -918351.812500 Penalty: 4404.149414
	Iteration 28Q: 3 clusters Score -918351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -918352.562500 Penalty: 4404.149414
	Iteration 29Q: 3 clusters Score -918352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -918351.937500 Penalty: 4404.149414
	Iteration 30Q: 3 clusters Score -918351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -918351.937500 Penalty: 4404.149414
	Iteration 31F: 3 clusters Score -918351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 78784 members 
Mstep: Class 12 contains 149950 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 55090 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 24189 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 9565 members 
Mstep: Class 21 contains 20965 members 
Mstep: Class 22 contains 127647 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 56616 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 2138 members 
Entering Unmasked Estep 
Score: -77943040.000000 Penalty: 86084.070312
Splitting cluster 19 changes total score from -77930552.000000 to -77943040.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (9565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Entering Unmasked Estep 
Score: -1132044.875000 Penalty: 2273.134766
	Iteration 0F: 2 clusters Score -1132045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1124925.375000 Penalty: 4546.269531
	Iteration 0F: 3 clusters Score -1124925 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1129366.250000 Penalty: 4546.269531
	Iteration 1F: 3 clusters Score -1129366 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1132532.000000 Penalty: 4546.269531
	Iteration 2F: 3 clusters Score -1132532 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1134004.625000 Penalty: 4546.269531
	Iteration 3F: 3 clusters Score -1134005 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1134374.750000 Penalty: 4546.269531
	Iteration 4F: 3 clusters Score -1134375 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1134523.000000 Penalty: 4546.269531
	Iteration 5Q: 3 clusters Score -1134523 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1134609.500000 Penalty: 4546.269531
	Iteration 6Q: 3 clusters Score -1134610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1134688.500000 Penalty: 4546.269531
	Iteration 7Q: 3 clusters Score -1134688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1134744.625000 Penalty: 4546.269531
	Iteration 8Q: 3 clusters Score -1134745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1134780.625000 Penalty: 4546.269531
	Iteration 9Q: 3 clusters Score -1134781 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1134813.125000 Penalty: 4546.269531
	Iteration 10Q: 3 clusters Score -1134813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1134828.625000 Penalty: 4546.269531
	Iteration 11Q: 3 clusters Score -1134829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1134840.875000 Penalty: 4546.269531
	Iteration 12Q: 3 clusters Score -1134841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1134855.375000 Penalty: 4546.269531
	Iteration 13Q: 3 clusters Score -1134855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1134862.250000 Penalty: 4546.269531
	Iteration 14Q: 3 clusters Score -1134862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1134872.375000 Penalty: 4546.269531
	Iteration 15Q: 3 clusters Score -1134872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1134875.000000 Penalty: 4546.269531
	Iteration 16Q: 3 clusters Score -1134875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1134881.500000 Penalty: 4546.269531
	Iteration 17Q: 3 clusters Score -1134882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1134882.000000 Penalty: 4546.269531
	Iteration 18Q: 3 clusters Score -1134882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1134883.625000 Penalty: 4546.269531
	Iteration 19Q: 3 clusters Score -1134884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1134888.625000 Penalty: 4546.269531
	Iteration 20F: 3 clusters Score -1134889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1134892.500000 Penalty: 4546.269531
	Iteration 21Q: 3 clusters Score -1134892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1134892.750000 Penalty: 4546.269531
	Iteration 22Q: 3 clusters Score -1134893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1134900.000000 Penalty: 4546.269531
	Iteration 23Q: 3 clusters Score -1134900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1134901.000000 Penalty: 4546.269531
	Iteration 24Q: 3 clusters Score -1134901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1134903.250000 Penalty: 4546.269531
	Iteration 25Q: 3 clusters Score -1134903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1134903.750000 Penalty: 4546.269531
	Iteration 26Q: 3 clusters Score -1134904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1134908.500000 Penalty: 4546.269531
	Iteration 27Q: 3 clusters Score -1134908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1134911.750000 Penalty: 4546.269531
	Iteration 28Q: 3 clusters Score -1134912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1134913.125000 Penalty: 4546.269531
	Iteration 29Q: 3 clusters Score -1134913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1134910.750000 Penalty: 4546.269531
	Iteration 30Q: 3 clusters Score -1134911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1134911.250000 Penalty: 4546.269531
	Iteration 31Q: 3 clusters Score -1134911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1134912.250000 Penalty: 4546.269531
	Iteration 32Q: 3 clusters Score -1134912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1134911.750000 Penalty: 4546.269531
	Iteration 33Q: 3 clusters Score -1134912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1134912.000000 Penalty: 4546.269531
	Iteration 34Q: 3 clusters Score -1134912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1134911.875000 Penalty: 4546.269531
	Iteration 35Q: 3 clusters Score -1134912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1134913.000000 Penalty: 4546.269531
	Iteration 36Q: 3 clusters Score -1134913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1134915.000000 Penalty: 4546.269531
	Iteration 37Q: 3 clusters Score -1134915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1134915.375000 Penalty: 4546.269531
	Iteration 38Q: 3 clusters Score -1134915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1134917.500000 Penalty: 4546.269531
	Iteration 39Q: 3 clusters Score -1134918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1134917.500000 Penalty: 4546.269531
	Iteration 40F: 3 clusters Score -1134918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 78784 members 
Mstep: Class 12 contains 149950 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 55090 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 24189 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 3754 members 
Mstep: Class 21 contains 20965 members 
Mstep: Class 22 contains 127647 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 56616 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 2138 members 
Mstep: Class 27 contains 5811 members 
Entering Unmasked Estep 
Score: -77945184.000000 Penalty: 89394.992188
Splitting cluster 20 changes total score from -77930552.000000 to -77945184.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (20965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Entering Unmasked Estep 
Score: -2748176.000000 Penalty: 2467.750977
	Iteration 0F: 2 clusters Score -2748176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2733453.250000 Penalty: 4935.501953
	Iteration 0F: 3 clusters Score -2733453 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2738267.000000 Penalty: 4935.501953
	Iteration 1F: 3 clusters Score -2738267 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2738590.250000 Penalty: 4935.501953
	Iteration 2Q: 3 clusters Score -2738590 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2738857.250000 Penalty: 4935.501953
	Iteration 3Q: 3 clusters Score -2738857 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2739058.750000 Penalty: 4935.501953
	Iteration 4Q: 3 clusters Score -2739059 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2739193.000000 Penalty: 4935.501953
	Iteration 5Q: 3 clusters Score -2739193 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2739323.500000 Penalty: 4935.501953
	Iteration 6Q: 3 clusters Score -2739324 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2739473.250000 Penalty: 4935.501953
	Iteration 7Q: 3 clusters Score -2739473 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2739620.750000 Penalty: 4935.501953
	Iteration 8Q: 3 clusters Score -2739621 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2739798.000000 Penalty: 4935.501953
	Iteration 9Q: 3 clusters Score -2739798 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2740026.000000 Penalty: 4935.501953
	Iteration 10Q: 3 clusters Score -2740026 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2740293.000000 Penalty: 4935.501953
	Iteration 11Q: 3 clusters Score -2740293 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2740631.500000 Penalty: 4935.501953
	Iteration 12Q: 3 clusters Score -2740632 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2741069.500000 Penalty: 4935.501953
	Iteration 13Q: 3 clusters Score -2741070 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2741634.000000 Penalty: 4935.501953
	Iteration 14Q: 3 clusters Score -2741634 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2742354.000000 Penalty: 4935.501953
	Iteration 15Q: 3 clusters Score -2742354 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2743177.750000 Penalty: 4935.501953
	Iteration 16F: 3 clusters Score -2743178 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2743940.500000 Penalty: 4935.501953
	Iteration 17F: 3 clusters Score -2743940 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2744479.250000 Penalty: 4935.501953
	Iteration 18Q: 3 clusters Score -2744479 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2744940.500000 Penalty: 4935.501953
	Iteration 19Q: 3 clusters Score -2744940 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2745341.000000 Penalty: 4935.501953
	Iteration 20F: 3 clusters Score -2745341 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2745684.750000 Penalty: 4935.501953
	Iteration 21Q: 3 clusters Score -2745685 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2745987.000000 Penalty: 4935.501953
	Iteration 22Q: 3 clusters Score -2745987 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2746292.000000 Penalty: 4935.501953
	Iteration 23Q: 3 clusters Score -2746292 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2746544.250000 Penalty: 4935.501953
	Iteration 24Q: 3 clusters Score -2746544 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2746722.750000 Penalty: 4935.501953
	Iteration 25Q: 3 clusters Score -2746723 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2746882.500000 Penalty: 4935.501953
	Iteration 26Q: 3 clusters Score -2746882 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2747011.000000 Penalty: 4935.501953
	Iteration 27Q: 3 clusters Score -2747011 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2747105.500000 Penalty: 4935.501953
	Iteration 28Q: 3 clusters Score -2747106 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2747180.000000 Penalty: 4935.501953
	Iteration 29Q: 3 clusters Score -2747180 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2747250.000000 Penalty: 4935.501953
	Iteration 30Q: 3 clusters Score -2747250 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2747317.500000 Penalty: 4935.501953
	Iteration 31Q: 3 clusters Score -2747318 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2747370.750000 Penalty: 4935.501953
	Iteration 32Q: 3 clusters Score -2747371 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2747393.750000 Penalty: 4935.501953
	Iteration 33Q: 3 clusters Score -2747394 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2747428.750000 Penalty: 4935.501953
	Iteration 34Q: 3 clusters Score -2747429 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2747449.250000 Penalty: 4935.501953
	Iteration 35Q: 3 clusters Score -2747449 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2747484.250000 Penalty: 4935.501953
	Iteration 36Q: 3 clusters Score -2747484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2747508.000000 Penalty: 4935.501953
	Iteration 37Q: 3 clusters Score -2747508 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2747531.000000 Penalty: 4935.501953
	Iteration 38Q: 3 clusters Score -2747531 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2747546.250000 Penalty: 4935.501953
	Iteration 39Q: 3 clusters Score -2747546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2747563.750000 Penalty: 4935.501953
	Iteration 40F: 3 clusters Score -2747564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2747583.750000 Penalty: 4935.501953
	Iteration 41Q: 3 clusters Score -2747584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2747596.750000 Penalty: 4935.501953
	Iteration 42Q: 3 clusters Score -2747597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2747603.250000 Penalty: 4935.501953
	Iteration 43Q: 3 clusters Score -2747603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2747609.750000 Penalty: 4935.501953
	Iteration 44Q: 3 clusters Score -2747610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2747604.500000 Penalty: 4935.501953
	Iteration 45Q: 3 clusters Score -2747604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2747610.750000 Penalty: 4935.501953
	Iteration 46Q: 3 clusters Score -2747611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2747613.500000 Penalty: 4935.501953
	Iteration 47Q: 3 clusters Score -2747614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2747615.500000 Penalty: 4935.501953
	Iteration 48Q: 3 clusters Score -2747616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2747612.750000 Penalty: 4935.501953
	Iteration 49Q: 3 clusters Score -2747613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2747612.000000 Penalty: 4935.501953
	Iteration 50Q: 3 clusters Score -2747612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2747612.750000 Penalty: 4935.501953
	Iteration 51Q: 3 clusters Score -2747613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2747612.000000 Penalty: 4935.501953
	Iteration 52Q: 3 clusters Score -2747612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2747607.750000 Penalty: 4935.501953
	Iteration 53Q: 3 clusters Score -2747608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2747611.500000 Penalty: 4935.501953
	Iteration 54Q: 3 clusters Score -2747612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2747616.500000 Penalty: 4935.501953
	Iteration 55Q: 3 clusters Score -2747616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2747613.750000 Penalty: 4935.501953
	Iteration 56Q: 3 clusters Score -2747614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2747614.750000 Penalty: 4935.501953
	Iteration 57Q: 3 clusters Score -2747615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2747614.250000 Penalty: 4935.501953
	Iteration 58Q: 3 clusters Score -2747614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2747613.250000 Penalty: 4935.501953
	Iteration 59Q: 3 clusters Score -2747613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2747614.000000 Penalty: 4935.501953
	Iteration 60F: 3 clusters Score -2747614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2747612.750000 Penalty: 4935.501953
	Iteration 61Q: 3 clusters Score -2747613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2747612.750000 Penalty: 4935.501953
	Iteration 62F: 3 clusters Score -2747613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 78784 members 
Mstep: Class 12 contains 149950 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 55090 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 24189 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 3754 members 
Mstep: Class 21 contains 20965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77952784.000000 Penalty: 89394.992188
Iteration 39Q: 28 clusters Score -7.795278e+07 nChanged 13239
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 9761 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 9144 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 38287 members 
Mstep: Class 11 contains 77569 members 
Mstep: Class 12 contains 151861 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 55148 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 24685 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 21506 members 
Mstep: Class 22 contains 126272 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 55180 members 
Mstep: Class 25 contains 1324 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77958208.000000 Penalty: 89394.992188
Iteration 40F: 28 clusters Score -7.795821e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 9723 members 
Mstep: Class 4 contains 4275 members 
Mstep: Class 5 contains 9201 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 1504 members 
Mstep: Class 9 contains 2022 members 
Mstep: Class 10 contains 37683 members 
Mstep: Class 11 contains 76366 members 
Mstep: Class 12 contains 152272 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 54571 members 
Mstep: Class 16 contains 8276 members 
Mstep: Class 17 contains 25084 members 
Mstep: Class 18 contains 686 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 3320 members 
Mstep: Class 21 contains 21885 members 
Mstep: Class 22 contains 126488 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 55891 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2062 members 
Mstep: Class 27 contains 6343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77961064.000000 Penalty: 89394.992188
Iteration 41Q: 28 clusters Score -7.796106e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1028 members 
Mstep: Class 3 contains 9703 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 9290 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 4843 members 
Mstep: Class 8 contains 1719 members 
Mstep: Class 9 contains 2062 members 
Mstep: Class 10 contains 37354 members 
Mstep: Class 11 contains 75594 members 
Mstep: Class 12 contains 152435 members 
Mstep: Class 13 contains 4585 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 54182 members 
Mstep: Class 16 contains 7905 members 
Mstep: Class 17 contains 25435 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 5089 members 
Mstep: Class 20 contains 3246 members 
Mstep: Class 21 contains 22214 members 
Mstep: Class 22 contains 126564 members 
Mstep: Class 23 contains 2847 members 
Mstep: Class 24 contains 56116 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2062 members 
Mstep: Class 27 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77962448.000000 Penalty: 89394.992188
Iteration 42Q: 28 clusters Score -7.796245e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 9694 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 9368 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 4952 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 37113 members 
Mstep: Class 11 contains 75065 members 
Mstep: Class 12 contains 152500 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 53853 members 
Mstep: Class 16 contains 7666 members 
Mstep: Class 17 contains 25727 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 5086 members 
Mstep: Class 20 contains 3204 members 
Mstep: Class 21 contains 22540 members 
Mstep: Class 22 contains 126526 members 
Mstep: Class 23 contains 2859 members 
Mstep: Class 24 contains 56223 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2061 members 
Mstep: Class 27 contains 7060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77963192.000000 Penalty: 89394.992188
Iteration 43Q: 28 clusters Score -7.796319e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 9473 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 5019 members 
Mstep: Class 8 contains 2059 members 
Mstep: Class 9 contains 2103 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 74660 members 
Mstep: Class 12 contains 152520 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 53550 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 667 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 22852 members 
Mstep: Class 22 contains 126458 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 56337 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77963240.000000 Penalty: 89394.992188
Iteration 44Q: 28 clusters Score -7.796324e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 9673 members 
Mstep: Class 4 contains 3671 members 
Mstep: Class 5 contains 9599 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 5071 members 
Mstep: Class 8 contains 2221 members 
Mstep: Class 9 contains 2108 members 
Mstep: Class 10 contains 36657 members 
Mstep: Class 11 contains 74315 members 
Mstep: Class 12 contains 152579 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 53289 members 
Mstep: Class 16 contains 7302 members 
Mstep: Class 17 contains 26123 members 
Mstep: Class 18 contains 662 members 
Mstep: Class 19 contains 5078 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 23127 members 
Mstep: Class 22 contains 126396 members 
Mstep: Class 23 contains 2873 members 
Mstep: Class 24 contains 56388 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 7557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77963496.000000 Penalty: 89394.992188
Iteration 45Q: 28 clusters Score -7.79635e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 9663 members 
Mstep: Class 4 contains 3595 members 
Mstep: Class 5 contains 9694 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 5102 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 2121 members 
Mstep: Class 10 contains 36459 members 
Mstep: Class 11 contains 74041 members 
Mstep: Class 12 contains 152620 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 53063 members 
Mstep: Class 16 contains 7194 members 
Mstep: Class 17 contains 26223 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 5078 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 23391 members 
Mstep: Class 22 contains 126335 members 
Mstep: Class 23 contains 2878 members 
Mstep: Class 24 contains 56422 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 7760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77963944.000000 Penalty: 89394.992188
Iteration 46Q: 28 clusters Score -7.796394e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 9653 members 
Mstep: Class 4 contains 3545 members 
Mstep: Class 5 contains 9780 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 2547 members 
Mstep: Class 9 contains 2133 members 
Mstep: Class 10 contains 36278 members 
Mstep: Class 11 contains 73815 members 
Mstep: Class 12 contains 152643 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 52843 members 
Mstep: Class 16 contains 7107 members 
Mstep: Class 17 contains 26284 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 5078 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 23656 members 
Mstep: Class 22 contains 126281 members 
Mstep: Class 23 contains 2883 members 
Mstep: Class 24 contains 56459 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77964168.000000 Penalty: 89394.992188
Iteration 47Q: 28 clusters Score -7.796417e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 9648 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 5147 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 2137 members 
Mstep: Class 10 contains 36121 members 
Mstep: Class 11 contains 73643 members 
Mstep: Class 12 contains 152674 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 52599 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 26281 members 
Mstep: Class 18 contains 658 members 
Mstep: Class 19 contains 5080 members 
Mstep: Class 20 contains 3091 members 
Mstep: Class 21 contains 23935 members 
Mstep: Class 22 contains 126231 members 
Mstep: Class 23 contains 2886 members 
Mstep: Class 24 contains 56489 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 8034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77964344.000000 Penalty: 89394.992188
Iteration 48Q: 28 clusters Score -7.796434e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 9649 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 5161 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 35946 members 
Mstep: Class 11 contains 73510 members 
Mstep: Class 12 contains 152710 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 52351 members 
Mstep: Class 16 contains 6971 members 
Mstep: Class 17 contains 26272 members 
Mstep: Class 18 contains 658 members 
Mstep: Class 19 contains 5083 members 
Mstep: Class 20 contains 3059 members 
Mstep: Class 21 contains 24222 members 
Mstep: Class 22 contains 126170 members 
Mstep: Class 23 contains 2892 members 
Mstep: Class 24 contains 56508 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 8166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77964680.000000 Penalty: 89394.992188
Iteration 49Q: 28 clusters Score -7.796468e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 9646 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 9987 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 5169 members 
Mstep: Class 8 contains 3079 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 35783 members 
Mstep: Class 11 contains 73361 members 
Mstep: Class 12 contains 152782 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 52105 members 
Mstep: Class 16 contains 6939 members 
Mstep: Class 17 contains 26276 members 
Mstep: Class 18 contains 657 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 3023 members 
Mstep: Class 21 contains 24502 members 
Mstep: Class 22 contains 126124 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 56515 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 8267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77965160.000000 Penalty: 89394.992188
Iteration 50Q: 28 clusters Score -7.796516e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3357 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 35638 members 
Mstep: Class 11 contains 73235 members 
Mstep: Class 12 contains 152888 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 51854 members 
Mstep: Class 16 contains 6906 members 
Mstep: Class 17 contains 26231 members 
Mstep: Class 18 contains 657 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 2996 members 
Mstep: Class 21 contains 24775 members 
Mstep: Class 22 contains 126079 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 56530 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77965184.000000 Penalty: 89394.992188
Iteration 51Q: 28 clusters Score -7.796518e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 10134 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 3421 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 35497 members 
Mstep: Class 11 contains 73133 members 
Mstep: Class 12 contains 152996 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 51578 members 
Mstep: Class 16 contains 6853 members 
Mstep: Class 17 contains 26138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5083 members 
Mstep: Class 20 contains 2972 members 
Mstep: Class 21 contains 25057 members 
Mstep: Class 22 contains 126049 members 
Mstep: Class 23 contains 2908 members 
Mstep: Class 24 contains 56557 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77965512.000000 Penalty: 89394.992188
Iteration 52Q: 28 clusters Score -7.796551e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9647 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 10218 members 
Mstep: Class 6 contains 1132 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 35362 members 
Mstep: Class 11 contains 73039 members 
Mstep: Class 12 contains 153053 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 51324 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 26052 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 25330 members 
Mstep: Class 22 contains 126031 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 56577 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77965624.000000 Penalty: 89394.992188
Iteration 53Q: 28 clusters Score -7.796562e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9648 members 
Mstep: Class 4 contains 3194 members 
Mstep: Class 5 contains 10285 members 
Mstep: Class 6 contains 1132 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 35205 members 
Mstep: Class 11 contains 72941 members 
Mstep: Class 12 contains 153138 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 51067 members 
Mstep: Class 16 contains 6787 members 
Mstep: Class 17 contains 25971 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 2931 members 
Mstep: Class 21 contains 25611 members 
Mstep: Class 22 contains 126024 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 56601 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77965728.000000 Penalty: 89394.992188
Iteration 54Q: 28 clusters Score -7.796573e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9647 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 10329 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 5200 members 
Mstep: Class 8 contains 4006 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 35055 members 
Mstep: Class 11 contains 72856 members 
Mstep: Class 12 contains 153213 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 50830 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 25879 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 25883 members 
Mstep: Class 22 contains 126016 members 
Mstep: Class 23 contains 2917 members 
Mstep: Class 24 contains 56628 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77966072.000000 Penalty: 89394.992188
Iteration 55Q: 28 clusters Score -7.796607e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9646 members 
Mstep: Class 4 contains 3101 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 72793 members 
Mstep: Class 12 contains 153264 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 50634 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 25785 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 26130 members 
Mstep: Class 22 contains 125979 members 
Mstep: Class 23 contains 2923 members 
Mstep: Class 24 contains 56656 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77966456.000000 Penalty: 89394.992188
Iteration 56Q: 28 clusters Score -7.796646e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 10418 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 2145 members 
Mstep: Class 10 contains 34704 members 
Mstep: Class 11 contains 72744 members 
Mstep: Class 12 contains 153329 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 50439 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 25689 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 26377 members 
Mstep: Class 22 contains 125932 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 56675 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77966856.000000 Penalty: 89394.992188
Iteration 57Q: 28 clusters Score -7.796686e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 10443 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 34523 members 
Mstep: Class 11 contains 72660 members 
Mstep: Class 12 contains 153399 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 50221 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 25606 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5085 members 
Mstep: Class 20 contains 2862 members 
Mstep: Class 21 contains 26637 members 
Mstep: Class 22 contains 125894 members 
Mstep: Class 23 contains 2926 members 
Mstep: Class 24 contains 56714 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77967552.000000 Penalty: 89394.992188
Iteration 58Q: 28 clusters Score -7.796755e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 1079 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 4826 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 34359 members 
Mstep: Class 11 contains 72597 members 
Mstep: Class 12 contains 153448 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 50032 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 25522 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5085 members 
Mstep: Class 20 contains 2859 members 
Mstep: Class 21 contains 26885 members 
Mstep: Class 22 contains 125864 members 
Mstep: Class 23 contains 2927 members 
Mstep: Class 24 contains 56739 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77968744.000000 Penalty: 89394.992188
Iteration 59Q: 28 clusters Score -7.796874e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 10460 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 5202 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 34129 members 
Mstep: Class 11 contains 72545 members 
Mstep: Class 12 contains 153463 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 49795 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 25429 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5085 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 27147 members 
Mstep: Class 22 contains 125838 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 56778 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77969520.000000 Penalty: 89394.992188
Iteration 60F: 28 clusters Score -7.796952e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1055 members 
Mstep: Class 3 contains 9646 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 10475 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 5506 members 
Mstep: Class 9 contains 2147 members 
Mstep: Class 10 contains 33875 members 
Mstep: Class 11 contains 72493 members 
Mstep: Class 12 contains 153499 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 49525 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 25300 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 2810 members 
Mstep: Class 21 contains 27428 members 
Mstep: Class 22 contains 125812 members 
Mstep: Class 23 contains 2933 members 
Mstep: Class 24 contains 56794 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 8977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77969984.000000 Penalty: 89394.992188
Iteration 61Q: 28 clusters Score -7.796998e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1055 members 
Mstep: Class 3 contains 9646 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 10509 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 5215 members 
Mstep: Class 8 contains 5817 members 
Mstep: Class 9 contains 2147 members 
Mstep: Class 10 contains 33626 members 
Mstep: Class 11 contains 72432 members 
Mstep: Class 12 contains 153536 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 49277 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 25189 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 5083 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 27710 members 
Mstep: Class 22 contains 125785 members 
Mstep: Class 23 contains 2936 members 
Mstep: Class 24 contains 56822 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77970600.000000 Penalty: 89394.992188
Iteration 62Q: 28 clusters Score -7.79706e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1055 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 3020 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 5222 members 
Mstep: Class 8 contains 6038 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 33424 members 
Mstep: Class 11 contains 72396 members 
Mstep: Class 12 contains 153547 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49019 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 17 contains 25132 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 5083 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 27986 members 
Mstep: Class 22 contains 125749 members 
Mstep: Class 23 contains 2941 members 
Mstep: Class 24 contains 56848 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77970896.000000 Penalty: 89394.992188
Iteration 63Q: 28 clusters Score -7.79709e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9643 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 10574 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 5227 members 
Mstep: Class 8 contains 6200 members 
Mstep: Class 9 contains 2148 members 
Mstep: Class 10 contains 33243 members 
Mstep: Class 11 contains 72374 members 
Mstep: Class 12 contains 153576 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48739 members 
Mstep: Class 16 contains 6704 members 
Mstep: Class 17 contains 25089 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 28272 members 
Mstep: Class 22 contains 125707 members 
Mstep: Class 23 contains 2942 members 
Mstep: Class 24 contains 56869 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971152.000000 Penalty: 89394.992188
Iteration 64Q: 28 clusters Score -7.797115e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9643 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 10600 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6287 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 33099 members 
Mstep: Class 11 contains 72365 members 
Mstep: Class 12 contains 153595 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48459 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 25069 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 28576 members 
Mstep: Class 22 contains 125683 members 
Mstep: Class 23 contains 2946 members 
Mstep: Class 24 contains 56896 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971208.000000 Penalty: 89394.992188
Iteration 65Q: 28 clusters Score -7.797121e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9642 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 10632 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 6352 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 32996 members 
Mstep: Class 11 contains 72355 members 
Mstep: Class 12 contains 153595 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 48165 members 
Mstep: Class 16 contains 6688 members 
Mstep: Class 17 contains 25055 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 21 contains 28890 members 
Mstep: Class 22 contains 125669 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 56916 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77970976.000000 Penalty: 89394.992188
Iteration 66Q: 28 clusters Score -7.797098e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 10670 members 
Mstep: Class 6 contains 990 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 6401 members 
Mstep: Class 9 contains 2140 members 
Mstep: Class 10 contains 32905 members 
Mstep: Class 11 contains 72344 members 
Mstep: Class 12 contains 153606 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 47851 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 25044 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 29210 members 
Mstep: Class 22 contains 125658 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 56942 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971352.000000 Penalty: 89394.992188
Iteration 67Q: 28 clusters Score -7.797135e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 3044 members 
Mstep: Class 5 contains 10700 members 
Mstep: Class 6 contains 979 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 2131 members 
Mstep: Class 10 contains 32829 members 
Mstep: Class 11 contains 72345 members 
Mstep: Class 12 contains 153604 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 47555 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 25033 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5083 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 29512 members 
Mstep: Class 22 contains 125644 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 56979 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971376.000000 Penalty: 89394.992188
Iteration 68Q: 28 clusters Score -7.797138e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 10712 members 
Mstep: Class 6 contains 968 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 2120 members 
Mstep: Class 10 contains 32768 members 
Mstep: Class 11 contains 72323 members 
Mstep: Class 12 contains 153616 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 47244 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 25022 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5083 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 29858 members 
Mstep: Class 22 contains 125620 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 57017 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971296.000000 Penalty: 89394.992188
Iteration 69Q: 28 clusters Score -7.79713e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 10718 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 6562 members 
Mstep: Class 9 contains 2107 members 
Mstep: Class 10 contains 32721 members 
Mstep: Class 11 contains 72303 members 
Mstep: Class 12 contains 153628 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 46917 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 17 contains 25018 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 30217 members 
Mstep: Class 22 contains 125601 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 57044 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971488.000000 Penalty: 89394.992188
Iteration 70Q: 28 clusters Score -7.797149e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9643 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 10726 members 
Mstep: Class 6 contains 938 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 6596 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 10 contains 32677 members 
Mstep: Class 11 contains 72284 members 
Mstep: Class 12 contains 153632 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 46547 members 
Mstep: Class 16 contains 6661 members 
Mstep: Class 17 contains 25015 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5083 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 30625 members 
Mstep: Class 22 contains 125594 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 57081 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971480.000000 Penalty: 89394.992188
Iteration 71Q: 28 clusters Score -7.797148e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9641 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 10731 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 5232 members 
Mstep: Class 8 contains 6629 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 32635 members 
Mstep: Class 11 contains 72261 members 
Mstep: Class 12 contains 153646 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 46162 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 17 contains 25011 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2830 members 
Mstep: Class 21 contains 31043 members 
Mstep: Class 22 contains 125575 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 57110 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971720.000000 Penalty: 89394.992188
Iteration 72Q: 28 clusters Score -7.797172e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9642 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 10749 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 32590 members 
Mstep: Class 11 contains 72252 members 
Mstep: Class 12 contains 153648 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 45772 members 
Mstep: Class 16 contains 6668 members 
Mstep: Class 17 contains 25009 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 21 contains 31448 members 
Mstep: Class 22 contains 125550 members 
Mstep: Class 23 contains 2968 members 
Mstep: Class 24 contains 57149 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971696.000000 Penalty: 89394.992188
Iteration 73Q: 28 clusters Score -7.79717e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 3065 members 
Mstep: Class 5 contains 10760 members 
Mstep: Class 6 contains 906 members 
Mstep: Class 7 contains 5227 members 
Mstep: Class 8 contains 6676 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 32552 members 
Mstep: Class 11 contains 72239 members 
Mstep: Class 12 contains 153650 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 45350 members 
Mstep: Class 16 contains 6663 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2830 members 
Mstep: Class 21 contains 31901 members 
Mstep: Class 22 contains 125525 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 57186 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971768.000000 Penalty: 89394.992188
Iteration 74Q: 28 clusters Score -7.797177e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 10762 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 32511 members 
Mstep: Class 11 contains 72235 members 
Mstep: Class 12 contains 153663 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 44926 members 
Mstep: Class 16 contains 6655 members 
Mstep: Class 17 contains 25005 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2832 members 
Mstep: Class 21 contains 32358 members 
Mstep: Class 22 contains 125506 members 
Mstep: Class 23 contains 2967 members 
Mstep: Class 24 contains 57217 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971952.000000 Penalty: 89394.992188
Iteration 75Q: 28 clusters Score -7.797195e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 10772 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 6717 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 32469 members 
Mstep: Class 11 contains 72226 members 
Mstep: Class 12 contains 153673 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 44507 members 
Mstep: Class 16 contains 6656 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2832 members 
Mstep: Class 21 contains 32811 members 
Mstep: Class 22 contains 125483 members 
Mstep: Class 23 contains 2965 members 
Mstep: Class 24 contains 57246 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971824.000000 Penalty: 89394.992188
Iteration 76Q: 28 clusters Score -7.797182e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6731 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 32443 members 
Mstep: Class 11 contains 72227 members 
Mstep: Class 12 contains 153675 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 44075 members 
Mstep: Class 16 contains 6649 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2832 members 
Mstep: Class 21 contains 33265 members 
Mstep: Class 22 contains 125472 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 57280 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971768.000000 Penalty: 89394.992188
Iteration 77Q: 28 clusters Score -7.797177e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 10777 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6734 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 32431 members 
Mstep: Class 11 contains 72230 members 
Mstep: Class 12 contains 153669 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 43612 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 17 contains 24999 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 33753 members 
Mstep: Class 22 contains 125477 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 57313 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971832.000000 Penalty: 89394.992188
Iteration 78Q: 28 clusters Score -7.797183e+07 nChanged 735
Entering ConstructFrom: 
Score: -77971832.000000 Penalty: 89394.992188
Entering ConstructFrom: 
Trying to split cluster 1 (9002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Entering Unmasked Estep 
Score: -1085558.250000 Penalty: 2258.090088
	Iteration 0F: 2 clusters Score -1085558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1078544.000000 Penalty: 4516.180176
	Iteration 0F: 3 clusters Score -1078544 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1080526.875000 Penalty: 4516.180176
	Iteration 1F: 3 clusters Score -1080527 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1080829.375000 Penalty: 4516.180176
	Iteration 2F: 3 clusters Score -1080829 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1081047.000000 Penalty: 4516.180176
	Iteration 3F: 3 clusters Score -1081047 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1081230.625000 Penalty: 4516.180176
	Iteration 4Q: 3 clusters Score -1081231 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1081400.875000 Penalty: 4516.180176
	Iteration 5Q: 3 clusters Score -1081401 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1081552.500000 Penalty: 4516.180176
	Iteration 6Q: 3 clusters Score -1081552 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1081674.375000 Penalty: 4516.180176
	Iteration 7Q: 3 clusters Score -1081674 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1081775.000000 Penalty: 4516.180176
	Iteration 8Q: 3 clusters Score -1081775 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1081862.125000 Penalty: 4516.180176
	Iteration 9Q: 3 clusters Score -1081862 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1081969.875000 Penalty: 4516.180176
	Iteration 10Q: 3 clusters Score -1081970 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1082062.875000 Penalty: 4516.180176
	Iteration 11Q: 3 clusters Score -1082063 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1082154.875000 Penalty: 4516.180176
	Iteration 12Q: 3 clusters Score -1082155 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1082235.375000 Penalty: 4516.180176
	Iteration 13Q: 3 clusters Score -1082235 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1082336.750000 Penalty: 4516.180176
	Iteration 14Q: 3 clusters Score -1082337 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1082442.875000 Penalty: 4516.180176
	Iteration 15Q: 3 clusters Score -1082443 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1082550.625000 Penalty: 4516.180176
	Iteration 16Q: 3 clusters Score -1082551 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1082655.625000 Penalty: 4516.180176
	Iteration 17Q: 3 clusters Score -1082656 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1082754.500000 Penalty: 4516.180176
	Iteration 18Q: 3 clusters Score -1082754 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1082843.000000 Penalty: 4516.180176
	Iteration 19Q: 3 clusters Score -1082843 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1082916.875000 Penalty: 4516.180176
	Iteration 20F: 3 clusters Score -1082917 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1083014.750000 Penalty: 4516.180176
	Iteration 21Q: 3 clusters Score -1083015 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1083109.250000 Penalty: 4516.180176
	Iteration 22Q: 3 clusters Score -1083109 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1083196.000000 Penalty: 4516.180176
	Iteration 23Q: 3 clusters Score -1083196 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1083297.375000 Penalty: 4516.180176
	Iteration 24Q: 3 clusters Score -1083297 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1083370.375000 Penalty: 4516.180176
	Iteration 25Q: 3 clusters Score -1083370 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1083425.125000 Penalty: 4516.180176
	Iteration 26Q: 3 clusters Score -1083425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1083465.500000 Penalty: 4516.180176
	Iteration 27Q: 3 clusters Score -1083466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1083505.125000 Penalty: 4516.180176
	Iteration 28Q: 3 clusters Score -1083505 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1083535.250000 Penalty: 4516.180176
	Iteration 29Q: 3 clusters Score -1083535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1083557.750000 Penalty: 4516.180176
	Iteration 30Q: 3 clusters Score -1083558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1083573.000000 Penalty: 4516.180176
	Iteration 31Q: 3 clusters Score -1083573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1083594.125000 Penalty: 4516.180176
	Iteration 32Q: 3 clusters Score -1083594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1083611.625000 Penalty: 4516.180176
	Iteration 33Q: 3 clusters Score -1083612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1083623.625000 Penalty: 4516.180176
	Iteration 34Q: 3 clusters Score -1083624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1083636.000000 Penalty: 4516.180176
	Iteration 35Q: 3 clusters Score -1083636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1083650.000000 Penalty: 4516.180176
	Iteration 36Q: 3 clusters Score -1083650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1083667.000000 Penalty: 4516.180176
	Iteration 37Q: 3 clusters Score -1083667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1083675.625000 Penalty: 4516.180176
	Iteration 38Q: 3 clusters Score -1083676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1083685.125000 Penalty: 4516.180176
	Iteration 39Q: 3 clusters Score -1083685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1083689.375000 Penalty: 4516.180176
	Iteration 40F: 3 clusters Score -1083689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1083690.000000 Penalty: 4516.180176
	Iteration 41Q: 3 clusters Score -1083690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1083690.250000 Penalty: 4516.180176
	Iteration 42Q: 3 clusters Score -1083690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1083691.000000 Penalty: 4516.180176
	Iteration 43Q: 3 clusters Score -1083691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1083696.375000 Penalty: 4516.180176
	Iteration 44Q: 3 clusters Score -1083696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1083698.250000 Penalty: 4516.180176
	Iteration 45Q: 3 clusters Score -1083698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1083700.875000 Penalty: 4516.180176
	Iteration 46Q: 3 clusters Score -1083701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1083705.125000 Penalty: 4516.180176
	Iteration 47Q: 3 clusters Score -1083705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1083710.250000 Penalty: 4516.180176
	Iteration 48Q: 3 clusters Score -1083710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1083711.750000 Penalty: 4516.180176
	Iteration 49Q: 3 clusters Score -1083712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1083711.750000 Penalty: 4516.180176
	Iteration 50F: 3 clusters Score -1083712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -126818.078125 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -126818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124814.414062 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -124814.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125137.765625 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -125137.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125275.070312 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -125275.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125394.890625 Penalty: 3452.332520
	Iteration 3F: 3 clusters Score -125394.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125546.031250 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -125546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -125663.468750 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -125663.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125731.664062 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -125731.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -125792.382812 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -125792.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -125849.523438 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -125849.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125903.289062 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -125903.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -125947.984375 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -125948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -125991.039062 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -125991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -126035.562500 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -126035.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -126074.812500 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -126074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -126116.398438 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -126116.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -126146.195312 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -126146.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -126168.000000 Penalty: 3452.332520
	Iteration 16Q: 3 clusters Score -126168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -126173.156250 Penalty: 3452.332520
	Iteration 17Q: 3 clusters Score -126173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -126180.117188 Penalty: 3452.332520
	Iteration 18Q: 3 clusters Score -126180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -126182.523438 Penalty: 3452.332520
	Iteration 19Q: 3 clusters Score -126182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -126195.609375 Penalty: 3452.332520
	Iteration 20F: 3 clusters Score -126195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126208.875000 Penalty: 3452.332520
	Iteration 21Q: 3 clusters Score -126208.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -126218.062500 Penalty: 3452.332520
	Iteration 22Q: 3 clusters Score -126218.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -126225.914062 Penalty: 3452.332520
	Iteration 23Q: 3 clusters Score -126225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126230.500000 Penalty: 3452.332520
	Iteration 24Q: 3 clusters Score -126230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -126244.687500 Penalty: 3452.332520
	Iteration 25Q: 3 clusters Score -126244.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -126266.843750 Penalty: 3452.332520
	Iteration 26Q: 3 clusters Score -126266.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -126282.289062 Penalty: 3452.332520
	Iteration 27Q: 3 clusters Score -126282.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -126293.726562 Penalty: 3452.332520
	Iteration 28Q: 3 clusters Score -126293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126321.132812 Penalty: 3452.332520
	Iteration 29Q: 3 clusters Score -126321.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -126405.039062 Penalty: 3452.332520
	Iteration 30Q: 3 clusters Score -126405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -126517.562500 Penalty: 3452.332520
	Iteration 31Q: 3 clusters Score -126517.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126581.625000 Penalty: 3452.332520
	Iteration 32Q: 3 clusters Score -126581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -126612.843750 Penalty: 3452.332520
	Iteration 33Q: 3 clusters Score -126612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126635.015625 Penalty: 3452.332520
	Iteration 34Q: 3 clusters Score -126635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126700.054688 Penalty: 3452.332520
	Iteration 35Q: 3 clusters Score -126700.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126894.242188 Penalty: 3452.332520
	Iteration 36Q: 3 clusters Score -126894.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127103.570312 Penalty: 3452.332520
	Iteration 37Q: 3 clusters Score -127103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127103.570312 Penalty: 3452.332520
	Iteration 38F: 3 clusters Score -127103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 577 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 857 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 32421 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 153667 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 43174 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 34228 members 
Mstep: Class 22 contains 125476 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 57348 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 477 members 
Entering Unmasked Estep 
Score: -77970624.000000 Penalty: 92705.921875
Splitting cluster 2 changes total score from -77971832.000000 to -77970624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Entering Unmasked Estep 
Score: -1241937.500000 Penalty: 2275.200439
	Iteration 0F: 2 clusters Score -1241938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1234421.250000 Penalty: 4550.400879
	Iteration 0F: 3 clusters Score -1234421 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1236560.250000 Penalty: 4550.400879
	Iteration 1F: 3 clusters Score -1236560 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1236911.125000 Penalty: 4550.400879
	Iteration 2F: 3 clusters Score -1236911 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1237226.000000 Penalty: 4550.400879
	Iteration 3F: 3 clusters Score -1237226 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1237543.750000 Penalty: 4550.400879
	Iteration 4F: 3 clusters Score -1237544 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1237953.875000 Penalty: 4550.400879
	Iteration 5F: 3 clusters Score -1237954 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1238445.375000 Penalty: 4550.400879
	Iteration 6F: 3 clusters Score -1238445 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1239005.875000 Penalty: 4550.400879
	Iteration 7F: 3 clusters Score -1239006 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1239472.125000 Penalty: 4550.400879
	Iteration 8F: 3 clusters Score -1239472 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1239845.500000 Penalty: 4550.400879
	Iteration 9Q: 3 clusters Score -1239846 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1240089.875000 Penalty: 4550.400879
	Iteration 10Q: 3 clusters Score -1240090 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1240240.625000 Penalty: 4550.400879
	Iteration 11Q: 3 clusters Score -1240241 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1240315.125000 Penalty: 4550.400879
	Iteration 12Q: 3 clusters Score -1240315 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1240371.375000 Penalty: 4550.400879
	Iteration 13Q: 3 clusters Score -1240371 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1240422.750000 Penalty: 4550.400879
	Iteration 14Q: 3 clusters Score -1240423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1240476.875000 Penalty: 4550.400879
	Iteration 15Q: 3 clusters Score -1240477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1240503.750000 Penalty: 4550.400879
	Iteration 16Q: 3 clusters Score -1240504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1240524.875000 Penalty: 4550.400879
	Iteration 17Q: 3 clusters Score -1240525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1240544.000000 Penalty: 4550.400879
	Iteration 18Q: 3 clusters Score -1240544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1240552.375000 Penalty: 4550.400879
	Iteration 19Q: 3 clusters Score -1240552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1240569.500000 Penalty: 4550.400879
	Iteration 20F: 3 clusters Score -1240570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1240591.125000 Penalty: 4550.400879
	Iteration 21Q: 3 clusters Score -1240591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1240614.250000 Penalty: 4550.400879
	Iteration 22Q: 3 clusters Score -1240614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1240636.125000 Penalty: 4550.400879
	Iteration 23Q: 3 clusters Score -1240636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1240655.875000 Penalty: 4550.400879
	Iteration 24Q: 3 clusters Score -1240656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1240677.125000 Penalty: 4550.400879
	Iteration 25Q: 3 clusters Score -1240677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1240689.875000 Penalty: 4550.400879
	Iteration 26Q: 3 clusters Score -1240690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1240696.125000 Penalty: 4550.400879
	Iteration 27Q: 3 clusters Score -1240696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1240702.625000 Penalty: 4550.400879
	Iteration 28Q: 3 clusters Score -1240703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1240709.250000 Penalty: 4550.400879
	Iteration 29Q: 3 clusters Score -1240709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1240712.125000 Penalty: 4550.400879
	Iteration 30Q: 3 clusters Score -1240712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1240716.125000 Penalty: 4550.400879
	Iteration 31Q: 3 clusters Score -1240716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1240713.000000 Penalty: 4550.400879
	Iteration 32Q: 3 clusters Score -1240713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1240715.250000 Penalty: 4550.400879
	Iteration 33Q: 3 clusters Score -1240715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1240715.250000 Penalty: 4550.400879
	Iteration 34F: 3 clusters Score -1240715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -377496.875000 Penalty: 1990.652344
	Iteration 0F: 2 clusters Score -377496.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -374242.000000 Penalty: 3981.304688
	Iteration 0F: 3 clusters Score -374242 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -374948.500000 Penalty: 3981.304688
	Iteration 1F: 3 clusters Score -374948.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -375153.625000 Penalty: 3981.304688
	Iteration 2F: 3 clusters Score -375153.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -375298.468750 Penalty: 3981.304688
	Iteration 3F: 3 clusters Score -375298.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -375404.687500 Penalty: 3981.304688
	Iteration 4Q: 3 clusters Score -375404.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -375502.406250 Penalty: 3981.304688
	Iteration 5Q: 3 clusters Score -375502.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -375595.218750 Penalty: 3981.304688
	Iteration 6Q: 3 clusters Score -375595.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -375667.750000 Penalty: 3981.304688
	Iteration 7Q: 3 clusters Score -375667.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -375733.968750 Penalty: 3981.304688
	Iteration 8Q: 3 clusters Score -375734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -375793.812500 Penalty: 3981.304688
	Iteration 9Q: 3 clusters Score -375793.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -375839.562500 Penalty: 3981.304688
	Iteration 10Q: 3 clusters Score -375839.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -375871.812500 Penalty: 3981.304688
	Iteration 11Q: 3 clusters Score -375871.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -375907.156250 Penalty: 3981.304688
	Iteration 12Q: 3 clusters Score -375907.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -375945.218750 Penalty: 3981.304688
	Iteration 13Q: 3 clusters Score -375945.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -375988.281250 Penalty: 3981.304688
	Iteration 14Q: 3 clusters Score -375988.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -376030.000000 Penalty: 3981.304688
	Iteration 15Q: 3 clusters Score -376030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -376069.031250 Penalty: 3981.304688
	Iteration 16Q: 3 clusters Score -376069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -376090.406250 Penalty: 3981.304688
	Iteration 17Q: 3 clusters Score -376090.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -376109.625000 Penalty: 3981.304688
	Iteration 18Q: 3 clusters Score -376109.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -376126.437500 Penalty: 3981.304688
	Iteration 19Q: 3 clusters Score -376126.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -376138.500000 Penalty: 3981.304688
	Iteration 20F: 3 clusters Score -376138.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -376148.843750 Penalty: 3981.304688
	Iteration 21Q: 3 clusters Score -376148.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -376161.000000 Penalty: 3981.304688
	Iteration 22Q: 3 clusters Score -376161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -376165.875000 Penalty: 3981.304688
	Iteration 23Q: 3 clusters Score -376165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -376174.812500 Penalty: 3981.304688
	Iteration 24Q: 3 clusters Score -376174.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376178.531250 Penalty: 3981.304688
	Iteration 25Q: 3 clusters Score -376178.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376181.375000 Penalty: 3981.304688
	Iteration 26Q: 3 clusters Score -376181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -376184.687500 Penalty: 3981.304688
	Iteration 27Q: 3 clusters Score -376184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -376188.375000 Penalty: 3981.304688
	Iteration 28Q: 3 clusters Score -376188.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -376190.937500 Penalty: 3981.304688
	Iteration 29Q: 3 clusters Score -376190.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -376194.812500 Penalty: 3981.304688
	Iteration 30Q: 3 clusters Score -376194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -376196.593750 Penalty: 3981.304688
	Iteration 31Q: 3 clusters Score -376196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -376198.500000 Penalty: 3981.304688
	Iteration 32Q: 3 clusters Score -376198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376201.187500 Penalty: 3981.304688
	Iteration 33Q: 3 clusters Score -376201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -376205.031250 Penalty: 3981.304688
	Iteration 34Q: 3 clusters Score -376205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -376208.281250 Penalty: 3981.304688
	Iteration 35Q: 3 clusters Score -376208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -376209.906250 Penalty: 3981.304688
	Iteration 36Q: 3 clusters Score -376209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -376211.468750 Penalty: 3981.304688
	Iteration 37Q: 3 clusters Score -376211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -376214.281250 Penalty: 3981.304688
	Iteration 38Q: 3 clusters Score -376214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -376217.125000 Penalty: 3981.304688
	Iteration 39Q: 3 clusters Score -376217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -376223.406250 Penalty: 3981.304688
	Iteration 40F: 3 clusters Score -376223.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -376227.718750 Penalty: 3981.304688
	Iteration 41Q: 3 clusters Score -376227.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -376230.562500 Penalty: 3981.304688
	Iteration 42Q: 3 clusters Score -376230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -376231.437500 Penalty: 3981.304688
	Iteration 43Q: 3 clusters Score -376231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -376232.187500 Penalty: 3981.304688
	Iteration 44Q: 3 clusters Score -376232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -376232.187500 Penalty: 3981.304688
	Iteration 45F: 3 clusters Score -376232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Entering Unmasked Estep 
Score: -1283502.125000 Penalty: 2302.699219
	Iteration 0F: 2 clusters Score -1283502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1275339.375000 Penalty: 4605.398438
	Iteration 0F: 3 clusters Score -1275339 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1277851.000000 Penalty: 4605.398438
	Iteration 1F: 3 clusters Score -1277851 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1278283.250000 Penalty: 4605.398438
	Iteration 2F: 3 clusters Score -1278283 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1278577.625000 Penalty: 4605.398438
	Iteration 3F: 3 clusters Score -1278578 nChanged 476
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1278797.500000 Penalty: 4605.398438
	Iteration 4Q: 3 clusters Score -1278798 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1278971 nChanged 334
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Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1279099 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1279243.125000 Penalty: 4605.398438
	Iteration 7Q: 3 clusters Score -1279243 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1279359.125000 Penalty: 4605.398438
	Iteration 8Q: 3 clusters Score -1279359 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1279477.250000 Penalty: 4605.398438
	Iteration 9Q: 3 clusters Score -1279477 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1279592.250000 Penalty: 4605.398438
	Iteration 10Q: 3 clusters Score -1279592 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1279682.000000 Penalty: 4605.398438
	Iteration 11Q: 3 clusters Score -1279682 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1279768.750000 Penalty: 4605.398438
	Iteration 12Q: 3 clusters Score -1279769 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1279849.750000 Penalty: 4605.398438
	Iteration 13Q: 3 clusters Score -1279850 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1279920.875000 Penalty: 4605.398438
	Iteration 14Q: 3 clusters Score -1279921 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1279995.875000 Penalty: 4605.398438
	Iteration 15Q: 3 clusters Score -1279996 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1280064.500000 Penalty: 4605.398438
	Iteration 16Q: 3 clusters Score -1280064 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1280142.000000 Penalty: 4605.398438
	Iteration 17Q: 3 clusters Score -1280142 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1280204.000000 Penalty: 4605.398438
	Iteration 18Q: 3 clusters Score -1280204 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1280254.750000 Penalty: 4605.398438
	Iteration 19Q: 3 clusters Score -1280255 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1280305.625000 Penalty: 4605.398438
	Iteration 20F: 3 clusters Score -1280306 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1280341.250000 Penalty: 4605.398438
	Iteration 21Q: 3 clusters Score -1280341 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1280370.125000 Penalty: 4605.398438
	Iteration 22Q: 3 clusters Score -1280370 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1280399.125000 Penalty: 4605.398438
	Iteration 23Q: 3 clusters Score -1280399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1280420.250000 Penalty: 4605.398438
	Iteration 24Q: 3 clusters Score -1280420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1280431.000000 Penalty: 4605.398438
	Iteration 25Q: 3 clusters Score -1280431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1280446.375000 Penalty: 4605.398438
	Iteration 26Q: 3 clusters Score -1280446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1280448.500000 Penalty: 4605.398438
	Iteration 27Q: 3 clusters Score -1280448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1280454.000000 Penalty: 4605.398438
	Iteration 28Q: 3 clusters Score -1280454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1280464.375000 Penalty: 4605.398438
	Iteration 29Q: 3 clusters Score -1280464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1280472.125000 Penalty: 4605.398438
	Iteration 30Q: 3 clusters Score -1280472 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1280482.750000 Penalty: 4605.398438
	Iteration 31Q: 3 clusters Score -1280483 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1280492.375000 Penalty: 4605.398438
	Iteration 32Q: 3 clusters Score -1280492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1280497.875000 Penalty: 4605.398438
	Iteration 33Q: 3 clusters Score -1280498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1280506.375000 Penalty: 4605.398438
	Iteration 34Q: 3 clusters Score -1280506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1280512.375000 Penalty: 4605.398438
	Iteration 35Q: 3 clusters Score -1280512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1280520.250000 Penalty: 4605.398438
	Iteration 36Q: 3 clusters Score -1280520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1280521.625000 Penalty: 4605.398438
	Iteration 37Q: 3 clusters Score -1280522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1280523.875000 Penalty: 4605.398438
	Iteration 38Q: 3 clusters Score -1280524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1280525.500000 Penalty: 4605.398438
	Iteration 39Q: 3 clusters Score -1280526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1280527.625000 Penalty: 4605.398438
	Iteration 40F: 3 clusters Score -1280528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1280530.625000 Penalty: 4605.398438
	Iteration 41Q: 3 clusters Score -1280531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1280531.000000 Penalty: 4605.398438
	Iteration 42Q: 3 clusters Score -1280531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1280530.250000 Penalty: 4605.398438
	Iteration 43Q: 3 clusters Score -1280530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1280528.125000 Penalty: 4605.398438
	Iteration 44Q: 3 clusters Score -1280528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1280530.375000 Penalty: 4605.398438
	Iteration 45Q: 3 clusters Score -1280530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1280531.125000 Penalty: 4605.398438
	Iteration 46Q: 3 clusters Score -1280531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1280533.125000 Penalty: 4605.398438
	Iteration 47Q: 3 clusters Score -1280533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1280535.250000 Penalty: 4605.398438
	Iteration 48Q: 3 clusters Score -1280535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1280533.750000 Penalty: 4605.398438
	Iteration 49Q: 3 clusters Score -1280534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1280534.125000 Penalty: 4605.398438
	Iteration 50Q: 3 clusters Score -1280534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1280535.625000 Penalty: 4605.398438
	Iteration 51Q: 3 clusters Score -1280536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1280536.750000 Penalty: 4605.398438
	Iteration 52Q: 3 clusters Score -1280537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1280536.875000 Penalty: 4605.398438
	Iteration 53Q: 3 clusters Score -1280537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1280536.375000 Penalty: 4605.398438
	Iteration 54Q: 3 clusters Score -1280536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1280536.875000 Penalty: 4605.398438
	Iteration 55Q: 3 clusters Score -1280537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1280538.375000 Penalty: 4605.398438
	Iteration 56Q: 3 clusters Score -1280538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1280541.875000 Penalty: 4605.398438
	Iteration 57Q: 3 clusters Score -1280542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1280542.500000 Penalty: 4605.398438
	Iteration 58Q: 3 clusters Score -1280542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1280543.000000 Penalty: 4605.398438
	Iteration 59Q: 3 clusters Score -1280543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1280545.250000 Penalty: 4605.398438
	Iteration 60F: 3 clusters Score -1280545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1280543.625000 Penalty: 4605.398438
	Iteration 61Q: 3 clusters Score -1280544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1280545.000000 Penalty: 4605.398438
	Iteration 62Q: 3 clusters Score -1280545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1280544.000000 Penalty: 4605.398438
	Iteration 63Q: 3 clusters Score -1280544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1280545.375000 Penalty: 4605.398438
	Iteration 64Q: 3 clusters Score -1280545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1280545.250000 Penalty: 4605.398438
	Iteration 65Q: 3 clusters Score -1280545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1280545.125000 Penalty: 4605.398438
	Iteration 66Q: 3 clusters Score -1280545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1280543.375000 Penalty: 4605.398438
	Iteration 67Q: 3 clusters Score -1280543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1280545.125000 Penalty: 4605.398438
	Iteration 68Q: 3 clusters Score -1280545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1280545.750000 Penalty: 4605.398438
	Iteration 69Q: 3 clusters Score -1280546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1280550.250000 Penalty: 4605.398438
	Iteration 70Q: 3 clusters Score -1280550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1280551.625000 Penalty: 4605.398438
	Iteration 71Q: 3 clusters Score -1280552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1280554.000000 Penalty: 4605.398438
	Iteration 72Q: 3 clusters Score -1280554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1280550.875000 Penalty: 4605.398438
	Iteration 73Q: 3 clusters Score -1280551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1280549.250000 Penalty: 4605.398438
	Iteration 74Q: 3 clusters Score -1280549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1280552.250000 Penalty: 4605.398438
	Iteration 75Q: 3 clusters Score -1280552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1280551.375000 Penalty: 4605.398438
	Iteration 76Q: 3 clusters Score -1280551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1280556.250000 Penalty: 4605.398438
	Iteration 77Q: 3 clusters Score -1280556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1280555.875000 Penalty: 4605.398438
	Iteration 78Q: 3 clusters Score -1280556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1280555.000000 Penalty: 4605.398438
	Iteration 79Q: 3 clusters Score -1280555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1280557.250000 Penalty: 4605.398438
	Iteration 80F: 3 clusters Score -1280557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1280555.875000 Penalty: 4605.398438
	Iteration 81Q: 3 clusters Score -1280556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1280554.250000 Penalty: 4605.398438
	Iteration 82Q: 3 clusters Score -1280554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1280554.625000 Penalty: 4605.398438
	Iteration 83Q: 3 clusters Score -1280555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1280554.625000 Penalty: 4605.398438
	Iteration 84F: 3 clusters Score -1280555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -88452.960938 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -88452.96 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 428 members 
Entering Unmasked Estep 
Score: -86740.593750 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -86740.59 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -87292.968750 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -87292.97 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87683.257812 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -87683.26 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -88143.773438 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -88143.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88658.539062 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -88658.54 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89315.773438 Penalty: 3349.705322
	Iteration 5F: 3 clusters Score -89315.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89815.500000 Penalty: 3349.705322
	Iteration 6F: 3 clusters Score -89815.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90260.117188 Penalty: 3349.705322
	Iteration 7F: 3 clusters Score -90260.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90545.429688 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90545.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90681.343750 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -90681.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -90788.960938 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -90788.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -90803.757812 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -90803.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -90803.757812 Penalty: 3349.705322
	Iteration 12F: 3 clusters Score -90803.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 32421 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 153667 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 43174 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 34228 members 
Mstep: Class 22 contains 125476 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 57348 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 268 members 
Entering Unmasked Estep 
Score: -77972584.000000 Penalty: 92705.921875
Splitting cluster 6 changes total score from -77971832.000000 to -77972584.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 7 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -679800.875000 Penalty: 2123.179932
	Iteration 0F: 2 clusters Score -679800.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -675117.687500 Penalty: 4246.359863
	Iteration 0F: 3 clusters Score -675117.7 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -676414.875000 Penalty: 4246.359863
	Iteration 1F: 3 clusters Score -676414.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -676884.812500 Penalty: 4246.359863
	Iteration 2F: 3 clusters Score -676884.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -677238.937500 Penalty: 4246.359863
	Iteration 3F: 3 clusters Score -677238.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -677595.187500 Penalty: 4246.359863
	Iteration 4F: 3 clusters Score -677595.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -677955.437500 Penalty: 4246.359863
	Iteration 5F: 3 clusters Score -677955.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -678258.125000 Penalty: 4246.359863
	Iteration 6F: 3 clusters Score -678258.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -678512.500000 Penalty: 4246.359863
	Iteration 7Q: 3 clusters Score -678512.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -678696.250000 Penalty: 4246.359863
	Iteration 8Q: 3 clusters Score -678696.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -678834.000000 Penalty: 4246.359863
	Iteration 9Q: 3 clusters Score -678834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -678936.437500 Penalty: 4246.359863
	Iteration 10Q: 3 clusters Score -678936.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -679025.375000 Penalty: 4246.359863
	Iteration 11Q: 3 clusters Score -679025.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -679075.812500 Penalty: 4246.359863
	Iteration 12Q: 3 clusters Score -679075.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -679113.687500 Penalty: 4246.359863
	Iteration 13Q: 3 clusters Score -679113.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -679139.437500 Penalty: 4246.359863
	Iteration 14Q: 3 clusters Score -679139.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -679158.125000 Penalty: 4246.359863
	Iteration 15Q: 3 clusters Score -679158.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -679169.312500 Penalty: 4246.359863
	Iteration 16Q: 3 clusters Score -679169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -679173.000000 Penalty: 4246.359863
	Iteration 17Q: 3 clusters Score -679173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -679172.625000 Penalty: 4246.359863
	Iteration 18Q: 3 clusters Score -679172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -679176.062500 Penalty: 4246.359863
	Iteration 19Q: 3 clusters Score -679176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -679178.062500 Penalty: 4246.359863
	Iteration 20F: 3 clusters Score -679178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -679178.375000 Penalty: 4246.359863
	Iteration 21Q: 3 clusters Score -679178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -679178.750000 Penalty: 4246.359863
	Iteration 22Q: 3 clusters Score -679178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -679179.812500 Penalty: 4246.359863
	Iteration 23Q: 3 clusters Score -679179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -679179.812500 Penalty: 4246.359863
	Iteration 24F: 3 clusters Score -679179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Entering Unmasked Estep 
Score: -796171.375000 Penalty: 2186.395752
	Iteration 0F: 2 clusters Score -796171.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -790572.750000 Penalty: 4372.791504
	Iteration 0F: 3 clusters Score -790572.8 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -792147.750000 Penalty: 4372.791504
	Iteration 1F: 3 clusters Score -792147.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -792568.812500 Penalty: 4372.791504
	Iteration 2F: 3 clusters Score -792568.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -792984.375000 Penalty: 4372.791504
	Iteration 3F: 3 clusters Score -792984.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -793460.812500 Penalty: 4372.791504
	Iteration 4F: 3 clusters Score -793460.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -794024.562500 Penalty: 4372.791504
	Iteration 5F: 3 clusters Score -794024.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -794498.437500 Penalty: 4372.791504
	Iteration 6F: 3 clusters Score -794498.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -794907.187500 Penalty: 4372.791504
	Iteration 7F: 3 clusters Score -794907.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -795164.750000 Penalty: 4372.791504
	Iteration 8Q: 3 clusters Score -795164.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -795358.000000 Penalty: 4372.791504
	Iteration 9Q: 3 clusters Score -795358 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -795475.687500 Penalty: 4372.791504
	Iteration 10Q: 3 clusters Score -795475.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -795522.375000 Penalty: 4372.791504
	Iteration 11Q: 3 clusters Score -795522.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -795550.437500 Penalty: 4372.791504
	Iteration 12Q: 3 clusters Score -795550.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -795566.125000 Penalty: 4372.791504
	Iteration 13Q: 3 clusters Score -795566.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -795578.312500 Penalty: 4372.791504
	Iteration 14Q: 3 clusters Score -795578.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -795585.750000 Penalty: 4372.791504
	Iteration 15Q: 3 clusters Score -795585.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -795589.687500 Penalty: 4372.791504
	Iteration 16Q: 3 clusters Score -795589.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -795594.000000 Penalty: 4372.791504
	Iteration 17Q: 3 clusters Score -795594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -795598.625000 Penalty: 4372.791504
	Iteration 18Q: 3 clusters Score -795598.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -795602.437500 Penalty: 4372.791504
	Iteration 19Q: 3 clusters Score -795602.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -795606.000000 Penalty: 4372.791504
	Iteration 20F: 3 clusters Score -795606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -795612.625000 Penalty: 4372.791504
	Iteration 21Q: 3 clusters Score -795612.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -795616.125000 Penalty: 4372.791504
	Iteration 22Q: 3 clusters Score -795616.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -795618.250000 Penalty: 4372.791504
	Iteration 23Q: 3 clusters Score -795618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -795623.812500 Penalty: 4372.791504
	Iteration 24Q: 3 clusters Score -795623.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -795631.937500 Penalty: 4372.791504
	Iteration 25Q: 3 clusters Score -795631.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -795636.437500 Penalty: 4372.791504
	Iteration 26Q: 3 clusters Score -795636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -795638.250000 Penalty: 4372.791504
	Iteration 27Q: 3 clusters Score -795638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -795637.437500 Penalty: 4372.791504
	Iteration 28Q: 3 clusters Score -795637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -795638.625000 Penalty: 4372.791504
	Iteration 29Q: 3 clusters Score -795638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -795639.500000 Penalty: 4372.791504
	Iteration 30Q: 3 clusters Score -795639.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -795641.562500 Penalty: 4372.791504
	Iteration 31Q: 3 clusters Score -795641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -795641.375000 Penalty: 4372.791504
	Iteration 32Q: 3 clusters Score -795641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -795643.062500 Penalty: 4372.791504
	Iteration 33Q: 3 clusters Score -795643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -795646.687500 Penalty: 4372.791504
	Iteration 34Q: 3 clusters Score -795646.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -795650.375000 Penalty: 4372.791504
	Iteration 35Q: 3 clusters Score -795650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -795654.250000 Penalty: 4372.791504
	Iteration 36Q: 3 clusters Score -795654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -795660.375000 Penalty: 4372.791504
	Iteration 37Q: 3 clusters Score -795660.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -795661.437500 Penalty: 4372.791504
	Iteration 38Q: 3 clusters Score -795661.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -795664.937500 Penalty: 4372.791504
	Iteration 39Q: 3 clusters Score -795664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -795667.437500 Penalty: 4372.791504
	Iteration 40F: 3 clusters Score -795667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -795667.375000 Penalty: 4372.791504
	Iteration 41Q: 3 clusters Score -795667.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -795671.687500 Penalty: 4372.791504
	Iteration 42Q: 3 clusters Score -795671.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -795675.875000 Penalty: 4372.791504
	Iteration 43Q: 3 clusters Score -795675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -795678.000000 Penalty: 4372.791504
	Iteration 44Q: 3 clusters Score -795678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -795682.000000 Penalty: 4372.791504
	Iteration 45Q: 3 clusters Score -795682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -795685.062500 Penalty: 4372.791504
	Iteration 46Q: 3 clusters Score -795685.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -795687.125000 Penalty: 4372.791504
	Iteration 47Q: 3 clusters Score -795687.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -795691.937500 Penalty: 4372.791504
	Iteration 48Q: 3 clusters Score -795691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -795692.375000 Penalty: 4372.791504
	Iteration 49Q: 3 clusters Score -795692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -795693.625000 Penalty: 4372.791504
	Iteration 50Q: 3 clusters Score -795693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -795696.625000 Penalty: 4372.791504
	Iteration 51Q: 3 clusters Score -795696.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -795699.312500 Penalty: 4372.791504
	Iteration 52Q: 3 clusters Score -795699.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -795700.750000 Penalty: 4372.791504
	Iteration 53Q: 3 clusters Score -795700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -795703.812500 Penalty: 4372.791504
	Iteration 54Q: 3 clusters Score -795703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -795706.312500 Penalty: 4372.791504
	Iteration 55Q: 3 clusters Score -795706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -795708.625000 Penalty: 4372.791504
	Iteration 56Q: 3 clusters Score -795708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -795707.437500 Penalty: 4372.791504
	Iteration 57Q: 3 clusters Score -795707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -795705.875000 Penalty: 4372.791504
	Iteration 58Q: 3 clusters Score -795705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -795709.562500 Penalty: 4372.791504
	Iteration 59Q: 3 clusters Score -795709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -795710.687500 Penalty: 4372.791504
	Iteration 60F: 3 clusters Score -795710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -795710.312500 Penalty: 4372.791504
	Iteration 61Q: 3 clusters Score -795710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -795710.125000 Penalty: 4372.791504
	Iteration 62Q: 3 clusters Score -795710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -795710.125000 Penalty: 4372.791504
	Iteration 63F: 3 clusters Score -795710.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -240490.484375 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -240490.5 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 1075 members 
Entering Unmasked Estep 
Score: -237813.453125 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -237813.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -238382.984375 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -238383 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -238652.296875 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -238652.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -238821.140625 Penalty: 3788.307373
	Iteration 3F: 3 clusters Score -238821.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -238975.500000 Penalty: 3788.307373
	Iteration 4F: 3 clusters Score -238975.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -239110.484375 Penalty: 3788.307373
	Iteration 5F: 3 clusters Score -239110.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -239220.890625 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -239220.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -239309.187500 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -239309.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -239386.312500 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -239386.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -239442.171875 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -239442.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -239468.828125 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -239468.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -239494.984375 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -239495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -239517.625000 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -239517.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -239548.562500 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -239548.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -239558.875000 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -239558.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -239568.265625 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -239568.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -239574.875000 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -239574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -239579.484375 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -239579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -239580.140625 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -239580.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -239580.453125 Penalty: 3788.307373
	Iteration 19F: 3 clusters Score -239580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -239584.250000 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -239584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -239589.078125 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -239589.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -239593.937500 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -239593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -239597.140625 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -239597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -239600.500000 Penalty: 3788.307373
	Iteration 24Q: 3 clusters Score -239600.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -239609.609375 Penalty: 3788.307373
	Iteration 25Q: 3 clusters Score -239609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -239612.468750 Penalty: 3788.307373
	Iteration 26Q: 3 clusters Score -239612.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -239616.281250 Penalty: 3788.307373
	Iteration 27Q: 3 clusters Score -239616.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -239627.781250 Penalty: 3788.307373
	Iteration 28Q: 3 clusters Score -239627.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -239643.265625 Penalty: 3788.307373
	Iteration 29Q: 3 clusters Score -239643.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -239668.093750 Penalty: 3788.307373
	Iteration 30Q: 3 clusters Score -239668.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -239680.578125 Penalty: 3788.307373
	Iteration 31Q: 3 clusters Score -239680.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -239688.015625 Penalty: 3788.307373
	Iteration 32Q: 3 clusters Score -239688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -239693.390625 Penalty: 3788.307373
	Iteration 33Q: 3 clusters Score -239693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -239697.031250 Penalty: 3788.307373
	Iteration 34Q: 3 clusters Score -239697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -239699.406250 Penalty: 3788.307373
	Iteration 35Q: 3 clusters Score -239699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -239700.984375 Penalty: 3788.307373
	Iteration 36Q: 3 clusters Score -239701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -239701.343750 Penalty: 3788.307373
	Iteration 37Q: 3 clusters Score -239701.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -239701.343750 Penalty: 3788.307373
	Iteration 38F: 3 clusters Score -239701.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Entering Unmasked Estep 
Score: -4132177.500000 Penalty: 2575.867188
	Iteration 0F: 2 clusters Score -4132178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4110173.750000 Penalty: 5151.734375
	Iteration 0F: 3 clusters Score -4110174 nChanged 14601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4117904.250000 Penalty: 5151.734375
	Iteration 1F: 3 clusters Score -4117904 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4118315.250000 Penalty: 5151.734375
	Iteration 2Q: 3 clusters Score -4118315 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4118653.250000 Penalty: 5151.734375
	Iteration 3Q: 3 clusters Score -4118653 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -4118958.250000 Penalty: 5151.734375
	Iteration 4Q: 3 clusters Score -4118958 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -4119252.500000 Penalty: 5151.734375
	Iteration 5Q: 3 clusters Score -4119252 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -4119590.750000 Penalty: 5151.734375
	Iteration 6Q: 3 clusters Score -4119591 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4119954.750000 Penalty: 5151.734375
	Iteration 7Q: 3 clusters Score -4119955 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -4120391.250000 Penalty: 5151.734375
	Iteration 8Q: 3 clusters Score -4120391 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4120929.750000 Penalty: 5151.734375
	Iteration 9Q: 3 clusters Score -4120930 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4121698.250000 Penalty: 5151.734375
	Iteration 10Q: 3 clusters Score -4121698 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4122846.250000 Penalty: 5151.734375
	Iteration 11F: 3 clusters Score -4122846 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -4124445.500000 Penalty: 5151.734375
	Iteration 12F: 3 clusters Score -4124446 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -4126246.500000 Penalty: 5151.734375
	Iteration 13F: 3 clusters Score -4126246 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -4127772.000000 Penalty: 5151.734375
	Iteration 14F: 3 clusters Score -4127772 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4128840.750000 Penalty: 5151.734375
	Iteration 15Q: 3 clusters Score -4128841 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4129413.750000 Penalty: 5151.734375
	Iteration 16Q: 3 clusters Score -4129414 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4129667.250000 Penalty: 5151.734375
	Iteration 17Q: 3 clusters Score -4129667 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4129797.000000 Penalty: 5151.734375
	Iteration 18Q: 3 clusters Score -4129797 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4129881.000000 Penalty: 5151.734375
	Iteration 19Q: 3 clusters Score -4129881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4129905.250000 Penalty: 5151.734375
	Iteration 20F: 3 clusters Score -4129905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4129918.750000 Penalty: 5151.734375
	Iteration 21Q: 3 clusters Score -4129919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -4129923.750000 Penalty: 5151.734375
	Iteration 22Q: 3 clusters Score -4129924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4129932.500000 Penalty: 5151.734375
	Iteration 23Q: 3 clusters Score -4129932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4129945.250000 Penalty: 5151.734375
	Iteration 24Q: 3 clusters Score -4129945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4129959.000000 Penalty: 5151.734375
	Iteration 25Q: 3 clusters Score -4129959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -4129969.750000 Penalty: 5151.734375
	Iteration 26Q: 3 clusters Score -4129970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4129978.500000 Penalty: 5151.734375
	Iteration 27Q: 3 clusters Score -4129978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -4129984.750000 Penalty: 5151.734375
	Iteration 28Q: 3 clusters Score -4129985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -4129982.750000 Penalty: 5151.734375
	Iteration 29Q: 3 clusters Score -4129983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -4129984.500000 Penalty: 5151.734375
	Iteration 30Q: 3 clusters Score -4129984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -4129984.500000 Penalty: 5151.734375
	Iteration 31F: 3 clusters Score -4129984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (72212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Entering Unmasked Estep 
Score: -9278602.000000 Penalty: 2774.465820
	Iteration 0F: 2 clusters Score -9278602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -9230031.000000 Penalty: 5548.931641
	Iteration 0F: 3 clusters Score -9230031 nChanged 33739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -9249790.000000 Penalty: 5548.931641
	Iteration 1F: 3 clusters Score -9249790 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -9251147.000000 Penalty: 5548.931641
	Iteration 2Q: 3 clusters Score -9251147 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -9253333.000000 Penalty: 5548.931641
	Iteration 3F: 3 clusters Score -9253333 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -9256684.000000 Penalty: 5548.931641
	Iteration 4F: 3 clusters Score -9256684 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -9261461.000000 Penalty: 5548.931641
	Iteration 5F: 3 clusters Score -9261461 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -9266556.000000 Penalty: 5548.931641
	Iteration 6F: 3 clusters Score -9266556 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -9270683.000000 Penalty: 5548.931641
	Iteration 7F: 3 clusters Score -9270683 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -9273313.000000 Penalty: 5548.931641
	Iteration 8Q: 3 clusters Score -9273313 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9274782.000000 Penalty: 5548.931641
	Iteration 9Q: 3 clusters Score -9274782 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9275405.000000 Penalty: 5548.931641
	Iteration 10Q: 3 clusters Score -9275405 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9275703.000000 Penalty: 5548.931641
	Iteration 11Q: 3 clusters Score -9275703 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71356 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9275835.000000 Penalty: 5548.931641
	Iteration 12Q: 3 clusters Score -9275835 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9275943.000000 Penalty: 5548.931641
	Iteration 13Q: 3 clusters Score -9275943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9276026.000000 Penalty: 5548.931641
	Iteration 14Q: 3 clusters Score -9276026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9276064.000000 Penalty: 5548.931641
	Iteration 15Q: 3 clusters Score -9276064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9276095.000000 Penalty: 5548.931641
	Iteration 16Q: 3 clusters Score -9276095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9276122.000000 Penalty: 5548.931641
	Iteration 17Q: 3 clusters Score -9276122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9276154.000000 Penalty: 5548.931641
	Iteration 18Q: 3 clusters Score -9276154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9276160.000000 Penalty: 5548.931641
	Iteration 19Q: 3 clusters Score -9276160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9276179.000000 Penalty: 5548.931641
	Iteration 20F: 3 clusters Score -9276179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9276190.000000 Penalty: 5548.931641
	Iteration 21Q: 3 clusters Score -9276190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9276194.000000 Penalty: 5548.931641
	Iteration 22Q: 3 clusters Score -9276194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9276198.000000 Penalty: 5548.931641
	Iteration 23Q: 3 clusters Score -9276198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9276202.000000 Penalty: 5548.931641
	Iteration 24Q: 3 clusters Score -9276202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9276198.000000 Penalty: 5548.931641
	Iteration 25Q: 3 clusters Score -9276198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9276203.000000 Penalty: 5548.931641
	Iteration 26Q: 3 clusters Score -9276203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9276199.000000 Penalty: 5548.931641
	Iteration 27Q: 3 clusters Score -9276199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9276200.000000 Penalty: 5548.931641
	Iteration 28Q: 3 clusters Score -9276200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9276200.000000 Penalty: 5548.931641
	Iteration 29F: 3 clusters Score -9276200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (153667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153667 members 
Entering Unmasked Estep 
Score: -19694002.000000 Penalty: 2961.750732
	Iteration 0F: 2 clusters Score -1.9694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -19591642.000000 Penalty: 5923.501465
	Iteration 0F: 3 clusters Score -1.959164e+07 nChanged 73318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 74181 members 
Entering Unmasked Estep 
Score: -19634508.000000 Penalty: 5923.501465
	Iteration 1F: 3 clusters Score -1.963451e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -19635916.000000 Penalty: 5923.501465
	Iteration 2Q: 3 clusters Score -1.963592e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83371 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -19637460.000000 Penalty: 5923.501465
	Iteration 3Q: 3 clusters Score -1.963746e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86830 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -19639552.000000 Penalty: 5923.501465
	Iteration 4Q: 3 clusters Score -1.963955e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -19642550.000000 Penalty: 5923.501465
	Iteration 5Q: 3 clusters Score -1.964255e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -19647222.000000 Penalty: 5923.501465
	Iteration 6F: 3 clusters Score -1.964722e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107259 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -19653776.000000 Penalty: 5923.501465
	Iteration 7F: 3 clusters Score -1.965378e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116867 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -19661582.000000 Penalty: 5923.501465
	Iteration 8F: 3 clusters Score -1.966158e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -19669396.000000 Penalty: 5923.501465
	Iteration 9F: 3 clusters Score -1.96694e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133930 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -19676006.000000 Penalty: 5923.501465
	Iteration 10F: 3 clusters Score -1.967601e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139921 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -19681070.000000 Penalty: 5923.501465
	Iteration 11Q: 3 clusters Score -1.968107e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144289 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -19684638.000000 Penalty: 5923.501465
	Iteration 12Q: 3 clusters Score -1.968464e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147436 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -19687136.000000 Penalty: 5923.501465
	Iteration 13Q: 3 clusters Score -1.968714e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149643 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -19688944.000000 Penalty: 5923.501465
	Iteration 14Q: 3 clusters Score -1.968894e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151070 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -19690110.000000 Penalty: 5923.501465
	Iteration 15Q: 3 clusters Score -1.969011e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151863 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -19690752.000000 Penalty: 5923.501465
	Iteration 16Q: 3 clusters Score -1.969075e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19691114.000000 Penalty: 5923.501465
	Iteration 17Q: 3 clusters Score -1.969111e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152530 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -19691228.000000 Penalty: 5923.501465
	Iteration 18Q: 3 clusters Score -1.969123e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -19691310.000000 Penalty: 5923.501465
	Iteration 19Q: 3 clusters Score -1.969131e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152765 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19691390.000000 Penalty: 5923.501465
	Iteration 20F: 3 clusters Score -1.969139e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152837 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19691416.000000 Penalty: 5923.501465
	Iteration 21Q: 3 clusters Score -1.969142e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152886 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19691494.000000 Penalty: 5923.501465
	Iteration 22Q: 3 clusters Score -1.969149e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152915 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -19691510.000000 Penalty: 5923.501465
	Iteration 23Q: 3 clusters Score -1.969151e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152936 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -19691532.000000 Penalty: 5923.501465
	Iteration 24Q: 3 clusters Score -1.969153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19691536.000000 Penalty: 5923.501465
	Iteration 25Q: 3 clusters Score -1.969154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152961 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -19691550.000000 Penalty: 5923.501465
	Iteration 26Q: 3 clusters Score -1.969155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -19691560.000000 Penalty: 5923.501465
	Iteration 27Q: 3 clusters Score -1.969156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152977 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -19691566.000000 Penalty: 5923.501465
	Iteration 28Q: 3 clusters Score -1.969157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152983 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -19691556.000000 Penalty: 5923.501465
	Iteration 29Q: 3 clusters Score -1.969156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -19691546.000000 Penalty: 5923.501465
	Iteration 30Q: 3 clusters Score -1.969155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19691546.000000 Penalty: 5923.501465
	Iteration 31Q: 3 clusters Score -1.969155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19691562.000000 Penalty: 5923.501465
	Iteration 32Q: 3 clusters Score -1.969156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152994 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -19691556.000000 Penalty: 5923.501465
	Iteration 33Q: 3 clusters Score -1.969156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152996 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -19691540.000000 Penalty: 5923.501465
	Iteration 34Q: 3 clusters Score -1.969154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152996 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -19691544.000000 Penalty: 5923.501465
	Iteration 35Q: 3 clusters Score -1.969154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152998 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -19691540.000000 Penalty: 5923.501465
	Iteration 36Q: 3 clusters Score -1.969154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152998 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -19691540.000000 Penalty: 5923.501465
	Iteration 37F: 3 clusters Score -1.969154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Entering Unmasked Estep 
Score: -600609.437500 Penalty: 2097.708984
	Iteration 0F: 2 clusters Score -600609.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -596219.687500 Penalty: 4195.417969
	Iteration 0F: 3 clusters Score -596219.7 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -597228.187500 Penalty: 4195.417969
	Iteration 1F: 3 clusters Score -597228.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -597464.875000 Penalty: 4195.417969
	Iteration 2F: 3 clusters Score -597464.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -597627.375000 Penalty: 4195.417969
	Iteration 3F: 3 clusters Score -597627.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -597731.500000 Penalty: 4195.417969
	Iteration 4Q: 3 clusters Score -597731.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -597811.250000 Penalty: 4195.417969
	Iteration 5Q: 3 clusters Score -597811.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -597878.125000 Penalty: 4195.417969
	Iteration 6Q: 3 clusters Score -597878.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -597917.562500 Penalty: 4195.417969
	Iteration 7Q: 3 clusters Score -597917.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -597960.375000 Penalty: 4195.417969
	Iteration 8Q: 3 clusters Score -597960.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -598006.250000 Penalty: 4195.417969
	Iteration 9Q: 3 clusters Score -598006.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -598050.062500 Penalty: 4195.417969
	Iteration 10Q: 3 clusters Score -598050.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -598081.562500 Penalty: 4195.417969
	Iteration 11Q: 3 clusters Score -598081.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -598108.937500 Penalty: 4195.417969
	Iteration 12Q: 3 clusters Score -598108.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -598133.562500 Penalty: 4195.417969
	Iteration 13Q: 3 clusters Score -598133.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -598159.875000 Penalty: 4195.417969
	Iteration 14Q: 3 clusters Score -598159.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -598187.625000 Penalty: 4195.417969
	Iteration 15Q: 3 clusters Score -598187.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -598221.562500 Penalty: 4195.417969
	Iteration 16Q: 3 clusters Score -598221.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -598256.562500 Penalty: 4195.417969
	Iteration 17Q: 3 clusters Score -598256.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -598294.187500 Penalty: 4195.417969
	Iteration 18Q: 3 clusters Score -598294.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -598330.937500 Penalty: 4195.417969
	Iteration 19Q: 3 clusters Score -598330.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -598377.625000 Penalty: 4195.417969
	Iteration 20F: 3 clusters Score -598377.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -598431.937500 Penalty: 4195.417969
	Iteration 21Q: 3 clusters Score -598431.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -598488.125000 Penalty: 4195.417969
	Iteration 22Q: 3 clusters Score -598488.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -598538.062500 Penalty: 4195.417969
	Iteration 23Q: 3 clusters Score -598538.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -598581.250000 Penalty: 4195.417969
	Iteration 24Q: 3 clusters Score -598581.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -598613.625000 Penalty: 4195.417969
	Iteration 25Q: 3 clusters Score -598613.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -598640.437500 Penalty: 4195.417969
	Iteration 26Q: 3 clusters Score -598640.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -598666.187500 Penalty: 4195.417969
	Iteration 27Q: 3 clusters Score -598666.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -598687.687500 Penalty: 4195.417969
	Iteration 28Q: 3 clusters Score -598687.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -598712.375000 Penalty: 4195.417969
	Iteration 29Q: 3 clusters Score -598712.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -598754.875000 Penalty: 4195.417969
	Iteration 30Q: 3 clusters Score -598754.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -598792.125000 Penalty: 4195.417969
	Iteration 31Q: 3 clusters Score -598792.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -598812.375000 Penalty: 4195.417969
	Iteration 32Q: 3 clusters Score -598812.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -598824.062500 Penalty: 4195.417969
	Iteration 33Q: 3 clusters Score -598824.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -598834.687500 Penalty: 4195.417969
	Iteration 34Q: 3 clusters Score -598834.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -598845.750000 Penalty: 4195.417969
	Iteration 35Q: 3 clusters Score -598845.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -598856.875000 Penalty: 4195.417969
	Iteration 36Q: 3 clusters Score -598856.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -598865.625000 Penalty: 4195.417969
	Iteration 37Q: 3 clusters Score -598865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -598870.125000 Penalty: 4195.417969
	Iteration 38Q: 3 clusters Score -598870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -598872.750000 Penalty: 4195.417969
	Iteration 39Q: 3 clusters Score -598872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -598873.250000 Penalty: 4195.417969
	Iteration 40F: 3 clusters Score -598873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -598874.250000 Penalty: 4195.417969
	Iteration 41Q: 3 clusters Score -598874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -598874.062500 Penalty: 4195.417969
	Iteration 42Q: 3 clusters Score -598874.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -598874.062500 Penalty: 4195.417969
	Iteration 43F: 3 clusters Score -598874.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -46041.277344 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -46041.28 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 211 members 
Entering Unmasked Estep 
Score: -44653.242188 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -44653.24 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44960.292969 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -44960.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45107.925781 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -45107.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45159.894531 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -45159.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45176.921875 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -45176.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45191.234375 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -45191.23 nChanged 3
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: -45199.519531 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -45199.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45210.539062 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -45210.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45222.328125 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -45222.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45247.664062 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -45247.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45285.394531 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -45285.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45352.261719 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -45352.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45504.050781 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -45504.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45536.765625 Penalty: 3026.869141
	Iteration 13Q: 3 clusters Score -45536.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45577.371094 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -45577.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45616.648438 Penalty: 3026.869141
	Iteration 15Q: 3 clusters Score -45616.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45653.863281 Penalty: 3026.869141
	Iteration 16Q: 3 clusters Score -45653.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45682.972656 Penalty: 3026.869141
	Iteration 17Q: 3 clusters Score -45682.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45736.867188 Penalty: 3026.869141
	Iteration 18Q: 3 clusters Score -45736.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45794.949219 Penalty: 3026.869141
	Iteration 19Q: 3 clusters Score -45794.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45833.843750 Penalty: 3026.869141
	Iteration 20F: 3 clusters Score -45833.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45901.171875 Penalty: 3026.869141
	Iteration 21Q: 3 clusters Score -45901.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45969.269531 Penalty: 3026.869141
	Iteration 22Q: 3 clusters Score -45969.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46074.179688 Penalty: 3026.869141
	Iteration 23Q: 3 clusters Score -46074.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46188.289062 Penalty: 3026.869141
	Iteration 24Q: 3 clusters Score -46188.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46256.878906 Penalty: 3026.869141
	Iteration 25Q: 3 clusters Score -46256.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46282.972656 Penalty: 3026.869141
	Iteration 26Q: 3 clusters Score -46282.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46288.191406 Penalty: 3026.869141
	Iteration 27Q: 3 clusters Score -46288.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46288.191406 Penalty: 3026.869141
	Iteration 28F: 3 clusters Score -46288.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 32421 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 153667 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 239 members 
Mstep: Class 15 contains 43174 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 34228 members 
Mstep: Class 22 contains 125476 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 57348 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 208 members 
Entering Unmasked Estep 
Score: -77971120.000000 Penalty: 96016.843750
Splitting cluster 14 changes total score from -77971832.000000 to -77971120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (43174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Entering Unmasked Estep 
Score: -5226826.000000 Penalty: 2646.902344
	Iteration 0F: 2 clusters Score -5226826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5197549.000000 Penalty: 5293.804688
	Iteration 0F: 3 clusters Score -5197549 nChanged 19939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5208832.000000 Penalty: 5293.804688
	Iteration 1F: 3 clusters Score -5208832 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -5210035.500000 Penalty: 5293.804688
	Iteration 2F: 3 clusters Score -5210036 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -5212010.000000 Penalty: 5293.804688
	Iteration 3F: 3 clusters Score -5212010 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -5214445.000000 Penalty: 5293.804688
	Iteration 4F: 3 clusters Score -5214445 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -5216757.000000 Penalty: 5293.804688
	Iteration 5F: 3 clusters Score -5216757 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -5218902.500000 Penalty: 5293.804688
	Iteration 6F: 3 clusters Score -5218902 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5220770.500000 Penalty: 5293.804688
	Iteration 7F: 3 clusters Score -5220770 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -5222506.500000 Penalty: 5293.804688
	Iteration 8Q: 3 clusters Score -5222506 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5223764.500000 Penalty: 5293.804688
	Iteration 9Q: 3 clusters Score -5223764 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -5224478.000000 Penalty: 5293.804688
	Iteration 10Q: 3 clusters Score -5224478 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -5224850.000000 Penalty: 5293.804688
	Iteration 11Q: 3 clusters Score -5224850 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -5225143.000000 Penalty: 5293.804688
	Iteration 12Q: 3 clusters Score -5225143 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -5225327.500000 Penalty: 5293.804688
	Iteration 13Q: 3 clusters Score -5225328 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -5225492.500000 Penalty: 5293.804688
	Iteration 14Q: 3 clusters Score -5225492 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -5225644.000000 Penalty: 5293.804688
	Iteration 15Q: 3 clusters Score -5225644 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -5225777.000000 Penalty: 5293.804688
	Iteration 16Q: 3 clusters Score -5225777 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -5225929.500000 Penalty: 5293.804688
	Iteration 17Q: 3 clusters Score -5225930 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -5226081.500000 Penalty: 5293.804688
	Iteration 18Q: 3 clusters Score -5226082 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5226195.000000 Penalty: 5293.804688
	Iteration 19Q: 3 clusters Score -5226195 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -5226336.500000 Penalty: 5293.804688
	Iteration 20F: 3 clusters Score -5226336 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5226420.000000 Penalty: 5293.804688
	Iteration 21Q: 3 clusters Score -5226420 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -5226542.000000 Penalty: 5293.804688
	Iteration 22Q: 3 clusters Score -5226542 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -5226652.000000 Penalty: 5293.804688
	Iteration 23Q: 3 clusters Score -5226652 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -5226718.000000 Penalty: 5293.804688
	Iteration 24Q: 3 clusters Score -5226718 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -5226799.500000 Penalty: 5293.804688
	Iteration 25Q: 3 clusters Score -5226800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -5226865.500000 Penalty: 5293.804688
	Iteration 26Q: 3 clusters Score -5226866 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -5226906.000000 Penalty: 5293.804688
	Iteration 27Q: 3 clusters Score -5226906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -5226958.000000 Penalty: 5293.804688
	Iteration 28Q: 3 clusters Score -5226958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -5226974.000000 Penalty: 5293.804688
	Iteration 29Q: 3 clusters Score -5226974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -5227003.500000 Penalty: 5293.804688
	Iteration 30Q: 3 clusters Score -5227004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5227032.500000 Penalty: 5293.804688
	Iteration 31Q: 3 clusters Score -5227032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -5227052.500000 Penalty: 5293.804688
	Iteration 32Q: 3 clusters Score -5227052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5227063.500000 Penalty: 5293.804688
	Iteration 33Q: 3 clusters Score -5227064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -5227087.500000 Penalty: 5293.804688
	Iteration 34Q: 3 clusters Score -5227088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -5227092.000000 Penalty: 5293.804688
	Iteration 35Q: 3 clusters Score -5227092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -5227097.500000 Penalty: 5293.804688
	Iteration 36Q: 3 clusters Score -5227098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -5227094.500000 Penalty: 5293.804688
	Iteration 37Q: 3 clusters Score -5227094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5227103.000000 Penalty: 5293.804688
	Iteration 38Q: 3 clusters Score -5227103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -5227112.500000 Penalty: 5293.804688
	Iteration 39Q: 3 clusters Score -5227112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -5227105.000000 Penalty: 5293.804688
	Iteration 40F: 3 clusters Score -5227105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -5227109.500000 Penalty: 5293.804688
	Iteration 41Q: 3 clusters Score -5227110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5227112.000000 Penalty: 5293.804688
	Iteration 42Q: 3 clusters Score -5227112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5227116.000000 Penalty: 5293.804688
	Iteration 43Q: 3 clusters Score -5227116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5227112.000000 Penalty: 5293.804688
	Iteration 44Q: 3 clusters Score -5227112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -5227115.500000 Penalty: 5293.804688
	Iteration 45Q: 3 clusters Score -5227116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -5227119.500000 Penalty: 5293.804688
	Iteration 46Q: 3 clusters Score -5227120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5227121.500000 Penalty: 5293.804688
	Iteration 47Q: 3 clusters Score -5227122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -5227113.500000 Penalty: 5293.804688
	Iteration 48Q: 3 clusters Score -5227114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5227121.500000 Penalty: 5293.804688
	Iteration 49Q: 3 clusters Score -5227122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -5227124.500000 Penalty: 5293.804688
	Iteration 50Q: 3 clusters Score -5227124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5227125.000000 Penalty: 5293.804688
	Iteration 51Q: 3 clusters Score -5227125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -5227124.000000 Penalty: 5293.804688
	Iteration 52Q: 3 clusters Score -5227124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -5227121.000000 Penalty: 5293.804688
	Iteration 53Q: 3 clusters Score -5227121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -5227127.000000 Penalty: 5293.804688
	Iteration 54Q: 3 clusters Score -5227127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5227122.500000 Penalty: 5293.804688
	Iteration 55Q: 3 clusters Score -5227122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -5227119.500000 Penalty: 5293.804688
	Iteration 56Q: 3 clusters Score -5227120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -5227121.500000 Penalty: 5293.804688
	Iteration 57Q: 3 clusters Score -5227122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -5227121.500000 Penalty: 5293.804688
	Iteration 58F: 3 clusters Score -5227122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 32421 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 153667 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 34228 members 
Mstep: Class 22 contains 125476 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 57348 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 40479 members 
Entering Unmasked Estep 
Score: -77971904.000000 Penalty: 96016.843750
Splitting cluster 15 changes total score from -77971832.000000 to -77971904.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (6633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Entering Unmasked Estep 
Score: -797101.687500 Penalty: 2182.353516
	Iteration 0F: 2 clusters Score -797101.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -791602.687500 Penalty: 4364.707031
	Iteration 0F: 3 clusters Score -791602.7 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -793032.625000 Penalty: 4364.707031
	Iteration 1F: 3 clusters Score -793032.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -793259.812500 Penalty: 4364.707031
	Iteration 2F: 3 clusters Score -793259.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -793411.875000 Penalty: 4364.707031
	Iteration 3F: 3 clusters Score -793411.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -793523.750000 Penalty: 4364.707031
	Iteration 4Q: 3 clusters Score -793523.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -793595.937500 Penalty: 4364.707031
	Iteration 5Q: 3 clusters Score -793595.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -793653.500000 Penalty: 4364.707031
	Iteration 6Q: 3 clusters Score -793653.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -793696.437500 Penalty: 4364.707031
	Iteration 7Q: 3 clusters Score -793696.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -793732.250000 Penalty: 4364.707031
	Iteration 8Q: 3 clusters Score -793732.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -793763.500000 Penalty: 4364.707031
	Iteration 9Q: 3 clusters Score -793763.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -793797.125000 Penalty: 4364.707031
	Iteration 10Q: 3 clusters Score -793797.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -793824.500000 Penalty: 4364.707031
	Iteration 11Q: 3 clusters Score -793824.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -793856.562500 Penalty: 4364.707031
	Iteration 12Q: 3 clusters Score -793856.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -793891.250000 Penalty: 4364.707031
	Iteration 13Q: 3 clusters Score -793891.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -793922.437500 Penalty: 4364.707031
	Iteration 14Q: 3 clusters Score -793922.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -793960.375000 Penalty: 4364.707031
	Iteration 15Q: 3 clusters Score -793960.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -793999.875000 Penalty: 4364.707031
	Iteration 16Q: 3 clusters Score -793999.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -794038.812500 Penalty: 4364.707031
	Iteration 17Q: 3 clusters Score -794038.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -794080.875000 Penalty: 4364.707031
	Iteration 18Q: 3 clusters Score -794080.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -794138.625000 Penalty: 4364.707031
	Iteration 19Q: 3 clusters Score -794138.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -794204.687500 Penalty: 4364.707031
	Iteration 20F: 3 clusters Score -794204.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -794287.437500 Penalty: 4364.707031
	Iteration 21Q: 3 clusters Score -794287.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -794367.562500 Penalty: 4364.707031
	Iteration 22Q: 3 clusters Score -794367.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -794442.812500 Penalty: 4364.707031
	Iteration 23Q: 3 clusters Score -794442.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -794536.562500 Penalty: 4364.707031
	Iteration 24Q: 3 clusters Score -794536.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -794619.187500 Penalty: 4364.707031
	Iteration 25Q: 3 clusters Score -794619.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -794708.187500 Penalty: 4364.707031
	Iteration 26Q: 3 clusters Score -794708.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -794793.750000 Penalty: 4364.707031
	Iteration 27Q: 3 clusters Score -794793.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -794876.187500 Penalty: 4364.707031
	Iteration 28Q: 3 clusters Score -794876.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -794940.250000 Penalty: 4364.707031
	Iteration 29Q: 3 clusters Score -794940.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -794996.125000 Penalty: 4364.707031
	Iteration 30Q: 3 clusters Score -794996.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -795040.375000 Penalty: 4364.707031
	Iteration 31Q: 3 clusters Score -795040.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -795066.625000 Penalty: 4364.707031
	Iteration 32Q: 3 clusters Score -795066.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -795083.125000 Penalty: 4364.707031
	Iteration 33Q: 3 clusters Score -795083.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -795102.500000 Penalty: 4364.707031
	Iteration 34Q: 3 clusters Score -795102.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -795121.187500 Penalty: 4364.707031
	Iteration 35Q: 3 clusters Score -795121.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -795138.250000 Penalty: 4364.707031
	Iteration 36Q: 3 clusters Score -795138.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -795154.000000 Penalty: 4364.707031
	Iteration 37Q: 3 clusters Score -795154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -795166.437500 Penalty: 4364.707031
	Iteration 38Q: 3 clusters Score -795166.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -795178.125000 Penalty: 4364.707031
	Iteration 39Q: 3 clusters Score -795178.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -795185.437500 Penalty: 4364.707031
	Iteration 40F: 3 clusters Score -795185.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -795190.500000 Penalty: 4364.707031
	Iteration 41Q: 3 clusters Score -795190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -795192.812500 Penalty: 4364.707031
	Iteration 42Q: 3 clusters Score -795192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -795197.125000 Penalty: 4364.707031
	Iteration 43Q: 3 clusters Score -795197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -795199.250000 Penalty: 4364.707031
	Iteration 44Q: 3 clusters Score -795199.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -795204.125000 Penalty: 4364.707031
	Iteration 45Q: 3 clusters Score -795204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -795207.687500 Penalty: 4364.707031
	Iteration 46Q: 3 clusters Score -795207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -795208.250000 Penalty: 4364.707031
	Iteration 47Q: 3 clusters Score -795208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -795210.062500 Penalty: 4364.707031
	Iteration 48Q: 3 clusters Score -795210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -795216.937500 Penalty: 4364.707031
	Iteration 49Q: 3 clusters Score -795216.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -795223.437500 Penalty: 4364.707031
	Iteration 50Q: 3 clusters Score -795223.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -795225.437500 Penalty: 4364.707031
	Iteration 51Q: 3 clusters Score -795225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -795230.375000 Penalty: 4364.707031
	Iteration 52Q: 3 clusters Score -795230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -795233.687500 Penalty: 4364.707031
	Iteration 53Q: 3 clusters Score -795233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -795234.000000 Penalty: 4364.707031
	Iteration 54Q: 3 clusters Score -795234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -795238.937500 Penalty: 4364.707031
	Iteration 55Q: 3 clusters Score -795238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -795240.000000 Penalty: 4364.707031
	Iteration 56Q: 3 clusters Score -795240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -795243.375000 Penalty: 4364.707031
	Iteration 57Q: 3 clusters Score -795243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -795244.500000 Penalty: 4364.707031
	Iteration 58Q: 3 clusters Score -795244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -795244.937500 Penalty: 4364.707031
	Iteration 59Q: 3 clusters Score -795244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -795244.500000 Penalty: 4364.707031
	Iteration 60F: 3 clusters Score -795244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Entering Unmasked Estep 
Score: -3121138.500000 Penalty: 2511.384521
	Iteration 0F: 2 clusters Score -3121138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3103812.000000 Penalty: 5022.769043
	Iteration 0F: 3 clusters Score -3103812 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3109926.000000 Penalty: 5022.769043
	Iteration 1F: 3 clusters Score -3109926 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3110332.500000 Penalty: 5022.769043
	Iteration 2Q: 3 clusters Score -3110332 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3110637.750000 Penalty: 5022.769043
	Iteration 3Q: 3 clusters Score -3110638 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3111020.500000 Penalty: 5022.769043
	Iteration 4Q: 3 clusters Score -3111020 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3111549.250000 Penalty: 5022.769043
	Iteration 5Q: 3 clusters Score -3111549 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3112254.250000 Penalty: 5022.769043
	Iteration 6Q: 3 clusters Score -3112254 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3113215.750000 Penalty: 5022.769043
	Iteration 7F: 3 clusters Score -3113216 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3114268.750000 Penalty: 5022.769043
	Iteration 8F: 3 clusters Score -3114269 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3115354.500000 Penalty: 5022.769043
	Iteration 9F: 3 clusters Score -3115354 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3116282.250000 Penalty: 5022.769043
	Iteration 10F: 3 clusters Score -3116282 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3117019.750000 Penalty: 5022.769043
	Iteration 11F: 3 clusters Score -3117020 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3117563.500000 Penalty: 5022.769043
	Iteration 12Q: 3 clusters Score -3117564 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3117935.000000 Penalty: 5022.769043
	Iteration 13Q: 3 clusters Score -3117935 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3118248.250000 Penalty: 5022.769043
	Iteration 14Q: 3 clusters Score -3118248 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3118537.500000 Penalty: 5022.769043
	Iteration 15Q: 3 clusters Score -3118538 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3118744.000000 Penalty: 5022.769043
	Iteration 16Q: 3 clusters Score -3118744 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3118996.750000 Penalty: 5022.769043
	Iteration 17Q: 3 clusters Score -3118997 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3119242.000000 Penalty: 5022.769043
	Iteration 18Q: 3 clusters Score -3119242 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3119479.500000 Penalty: 5022.769043
	Iteration 19Q: 3 clusters Score -3119480 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3119694.250000 Penalty: 5022.769043
	Iteration 20F: 3 clusters Score -3119694 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3119882.500000 Penalty: 5022.769043
	Iteration 21Q: 3 clusters Score -3119882 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3120089.250000 Penalty: 5022.769043
	Iteration 22Q: 3 clusters Score -3120089 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3120267.000000 Penalty: 5022.769043
	Iteration 23Q: 3 clusters Score -3120267 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3120426.000000 Penalty: 5022.769043
	Iteration 24Q: 3 clusters Score -3120426 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3120584.250000 Penalty: 5022.769043
	Iteration 25Q: 3 clusters Score -3120584 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3120696.750000 Penalty: 5022.769043
	Iteration 26Q: 3 clusters Score -3120697 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3120785.750000 Penalty: 5022.769043
	Iteration 27Q: 3 clusters Score -3120786 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3120884.750000 Penalty: 5022.769043
	Iteration 28Q: 3 clusters Score -3120885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3120954.250000 Penalty: 5022.769043
	Iteration 29Q: 3 clusters Score -3120954 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3120992.250000 Penalty: 5022.769043
	Iteration 30Q: 3 clusters Score -3120992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3121048.000000 Penalty: 5022.769043
	Iteration 31Q: 3 clusters Score -3121048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3121061.250000 Penalty: 5022.769043
	Iteration 32Q: 3 clusters Score -3121061 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3121089.000000 Penalty: 5022.769043
	Iteration 33Q: 3 clusters Score -3121089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -3121103.750000 Penalty: 5022.769043
	Iteration 34Q: 3 clusters Score -3121104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3121143.250000 Penalty: 5022.769043
	Iteration 35Q: 3 clusters Score -3121143 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3121176.500000 Penalty: 5022.769043
	Iteration 36Q: 3 clusters Score -3121176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3121201.500000 Penalty: 5022.769043
	Iteration 37Q: 3 clusters Score -3121202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3121227.500000 Penalty: 5022.769043
	Iteration 38Q: 3 clusters Score -3121228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3121235.000000 Penalty: 5022.769043
	Iteration 39Q: 3 clusters Score -3121235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3121238.750000 Penalty: 5022.769043
	Iteration 40F: 3 clusters Score -3121239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3121246.500000 Penalty: 5022.769043
	Iteration 41Q: 3 clusters Score -3121246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3121266.250000 Penalty: 5022.769043
	Iteration 42Q: 3 clusters Score -3121266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3121267.500000 Penalty: 5022.769043
	Iteration 43Q: 3 clusters Score -3121268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3121289.000000 Penalty: 5022.769043
	Iteration 44Q: 3 clusters Score -3121289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3121296.750000 Penalty: 5022.769043
	Iteration 45Q: 3 clusters Score -3121297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3121298.750000 Penalty: 5022.769043
	Iteration 46Q: 3 clusters Score -3121299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3121301.000000 Penalty: 5022.769043
	Iteration 47Q: 3 clusters Score -3121301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3121306.500000 Penalty: 5022.769043
	Iteration 48Q: 3 clusters Score -3121306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3121319.000000 Penalty: 5022.769043
	Iteration 49Q: 3 clusters Score -3121319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3121320.500000 Penalty: 5022.769043
	Iteration 50Q: 3 clusters Score -3121320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3121320.250000 Penalty: 5022.769043
	Iteration 51Q: 3 clusters Score -3121320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3121324.750000 Penalty: 5022.769043
	Iteration 52Q: 3 clusters Score -3121325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3121325.000000 Penalty: 5022.769043
	Iteration 53Q: 3 clusters Score -3121325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3121326.500000 Penalty: 5022.769043
	Iteration 54Q: 3 clusters Score -3121326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3121328.500000 Penalty: 5022.769043
	Iteration 55Q: 3 clusters Score -3121328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3121330.250000 Penalty: 5022.769043
	Iteration 56Q: 3 clusters Score -3121330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3121328.000000 Penalty: 5022.769043
	Iteration 57Q: 3 clusters Score -3121328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3121328.000000 Penalty: 5022.769043
	Iteration 58F: 3 clusters Score -3121328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 32421 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 153667 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1473 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 34228 members 
Mstep: Class 22 contains 125476 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 57348 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 40479 members 
Mstep: Class 30 contains 23525 members 
Entering Unmasked Estep 
Score: -77971296.000000 Penalty: 99327.773438
Splitting cluster 17 changes total score from -77971832.000000 to -77971296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -71006.187500 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -71006.19 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 343 members 
Entering Unmasked Estep 
Score: -69446.539062 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -69446.54 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69891.031250 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -69891.03 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70054.265625 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -70054.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70167.539062 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -70167.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70311.976562 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -70311.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -70485.390625 Penalty: 3217.135742
	Iteration 5F: 3 clusters Score -70485.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70683.460938 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -70683.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -70871.125000 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -70871.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70980.976562 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -70980.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71036.648438 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -71036.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71057.445312 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -71057.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71064.585938 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -71064.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71065.648438 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -71065.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71069.453125 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -71069.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71069.453125 Penalty: 3217.135742
	Iteration 14F: 3 clusters Score -71069.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 32421 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 153667 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 237 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 34228 members 
Mstep: Class 22 contains 125476 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 57348 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 40479 members 
Mstep: Class 30 contains 419 members 
Entering Unmasked Estep 
Score: -77970256.000000 Penalty: 99327.773438
Splitting cluster 18 changes total score from -77971832.000000 to -77970256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Entering Unmasked Estep 
Score: -651266.125000 Penalty: 2116.298340
	Iteration 0F: 2 clusters Score -651266.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -646696.187500 Penalty: 4232.596680
	Iteration 0F: 3 clusters Score -646696.2 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -647806.250000 Penalty: 4232.596680
	Iteration 1F: 3 clusters Score -647806.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -648042.062500 Penalty: 4232.596680
	Iteration 2F: 3 clusters Score -648042.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -648210.750000 Penalty: 4232.596680
	Iteration 3F: 3 clusters Score -648210.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -648341.625000 Penalty: 4232.596680
	Iteration 4Q: 3 clusters Score -648341.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -648447.875000 Penalty: 4232.596680
	Iteration 5Q: 3 clusters Score -648447.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -648547.812500 Penalty: 4232.596680
	Iteration 6Q: 3 clusters Score -648547.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -648633.937500 Penalty: 4232.596680
	Iteration 7Q: 3 clusters Score -648633.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -648719.312500 Penalty: 4232.596680
	Iteration 8Q: 3 clusters Score -648719.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -648800.375000 Penalty: 4232.596680
	Iteration 9Q: 3 clusters Score -648800.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -648893.250000 Penalty: 4232.596680
	Iteration 10Q: 3 clusters Score -648893.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -648957.562500 Penalty: 4232.596680
	Iteration 11Q: 3 clusters Score -648957.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -649009.000000 Penalty: 4232.596680
	Iteration 12Q: 3 clusters Score -649009 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -649052.750000 Penalty: 4232.596680
	Iteration 13Q: 3 clusters Score -649052.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -649091.312500 Penalty: 4232.596680
	Iteration 14Q: 3 clusters Score -649091.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -649123.062500 Penalty: 4232.596680
	Iteration 15Q: 3 clusters Score -649123.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -649143.437500 Penalty: 4232.596680
	Iteration 16Q: 3 clusters Score -649143.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -649163.750000 Penalty: 4232.596680
	Iteration 17Q: 3 clusters Score -649163.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -649178.687500 Penalty: 4232.596680
	Iteration 18Q: 3 clusters Score -649178.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -649188.125000 Penalty: 4232.596680
	Iteration 19Q: 3 clusters Score -649188.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -649201.500000 Penalty: 4232.596680
	Iteration 20F: 3 clusters Score -649201.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -649216.750000 Penalty: 4232.596680
	Iteration 21Q: 3 clusters Score -649216.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -649230.875000 Penalty: 4232.596680
	Iteration 22Q: 3 clusters Score -649230.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -649236.375000 Penalty: 4232.596680
	Iteration 23Q: 3 clusters Score -649236.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -649244.125000 Penalty: 4232.596680
	Iteration 24Q: 3 clusters Score -649244.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -649249.062500 Penalty: 4232.596680
	Iteration 25Q: 3 clusters Score -649249.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -649252.812500 Penalty: 4232.596680
	Iteration 26Q: 3 clusters Score -649252.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -649257.562500 Penalty: 4232.596680
	Iteration 27Q: 3 clusters Score -649257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -649263.250000 Penalty: 4232.596680
	Iteration 28Q: 3 clusters Score -649263.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -649266.312500 Penalty: 4232.596680
	Iteration 29Q: 3 clusters Score -649266.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -649271.062500 Penalty: 4232.596680
	Iteration 30Q: 3 clusters Score -649271.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -649275.625000 Penalty: 4232.596680
	Iteration 31Q: 3 clusters Score -649275.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -649279.687500 Penalty: 4232.596680
	Iteration 32Q: 3 clusters Score -649279.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -649283.125000 Penalty: 4232.596680
	Iteration 33Q: 3 clusters Score -649283.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -649284.812500 Penalty: 4232.596680
	Iteration 34Q: 3 clusters Score -649284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -649286.687500 Penalty: 4232.596680
	Iteration 35Q: 3 clusters Score -649286.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -649288.625000 Penalty: 4232.596680
	Iteration 36Q: 3 clusters Score -649288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -649288.875000 Penalty: 4232.596680
	Iteration 37Q: 3 clusters Score -649288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -649291.000000 Penalty: 4232.596680
	Iteration 38Q: 3 clusters Score -649291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -649294.250000 Penalty: 4232.596680
	Iteration 39Q: 3 clusters Score -649294.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -649295.812500 Penalty: 4232.596680
	Iteration 40F: 3 clusters Score -649295.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -649297.875000 Penalty: 4232.596680
	Iteration 41Q: 3 clusters Score -649297.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -649299.375000 Penalty: 4232.596680
	Iteration 42Q: 3 clusters Score -649299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -649300.062500 Penalty: 4232.596680
	Iteration 43Q: 3 clusters Score -649300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -649301.750000 Penalty: 4232.596680
	Iteration 44Q: 3 clusters Score -649301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -649302.125000 Penalty: 4232.596680
	Iteration 45Q: 3 clusters Score -649302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -649303.437500 Penalty: 4232.596680
	Iteration 46Q: 3 clusters Score -649303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -649306.062500 Penalty: 4232.596680
	Iteration 47Q: 3 clusters Score -649306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -649307.062500 Penalty: 4232.596680
	Iteration 48Q: 3 clusters Score -649307.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -649307.375000 Penalty: 4232.596680
	Iteration 49Q: 3 clusters Score -649307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -649308.500000 Penalty: 4232.596680
	Iteration 50Q: 3 clusters Score -649308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -649309.187500 Penalty: 4232.596680
	Iteration 51Q: 3 clusters Score -649309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -649310.687500 Penalty: 4232.596680
	Iteration 52Q: 3 clusters Score -649310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -649310.812500 Penalty: 4232.596680
	Iteration 53Q: 3 clusters Score -649310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -649312.437500 Penalty: 4232.596680
	Iteration 54Q: 3 clusters Score -649312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -649311.812500 Penalty: 4232.596680
	Iteration 55Q: 3 clusters Score -649311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -649311.812500 Penalty: 4232.596680
	Iteration 56F: 3 clusters Score -649311.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -327207.625000 Penalty: 1971.724609
	Iteration 0F: 2 clusters Score -327207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -324154.531250 Penalty: 3943.449219
	Iteration 0F: 3 clusters Score -324154.5 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -324948.031250 Penalty: 3943.449219
	Iteration 1F: 3 clusters Score -324948 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -325208.843750 Penalty: 3943.449219
	Iteration 2F: 3 clusters Score -325208.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -325449.937500 Penalty: 3943.449219
	Iteration 3F: 3 clusters Score -325449.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -325702.031250 Penalty: 3943.449219
	Iteration 4F: 3 clusters Score -325702 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -325932.281250 Penalty: 3943.449219
	Iteration 5F: 3 clusters Score -325932.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -326156.093750 Penalty: 3943.449219
	Iteration 6Q: 3 clusters Score -326156.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -326294.625000 Penalty: 3943.449219
	Iteration 7Q: 3 clusters Score -326294.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -326352.812500 Penalty: 3943.449219
	Iteration 8Q: 3 clusters Score -326352.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -326380.406250 Penalty: 3943.449219
	Iteration 9Q: 3 clusters Score -326380.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -326403.437500 Penalty: 3943.449219
	Iteration 10Q: 3 clusters Score -326403.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -326420.312500 Penalty: 3943.449219
	Iteration 11Q: 3 clusters Score -326420.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -326433.781250 Penalty: 3943.449219
	Iteration 12Q: 3 clusters Score -326433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -326443.250000 Penalty: 3943.449219
	Iteration 13Q: 3 clusters Score -326443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -326445.156250 Penalty: 3943.449219
	Iteration 14Q: 3 clusters Score -326445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -326446.375000 Penalty: 3943.449219
	Iteration 15Q: 3 clusters Score -326446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -326446.375000 Penalty: 3943.449219
	Iteration 16F: 3 clusters Score -326446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Entering Unmasked Estep 
Score: -4427556.500000 Penalty: 2589.318359
	Iteration 0F: 2 clusters Score -4427556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4404250.000000 Penalty: 5178.636719
	Iteration 0F: 3 clusters Score -4404250 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4412665.500000 Penalty: 5178.636719
	Iteration 1F: 3 clusters Score -4412666 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4413200.000000 Penalty: 5178.636719
	Iteration 2Q: 3 clusters Score -4413200 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4413797.500000 Penalty: 5178.636719
	Iteration 3Q: 3 clusters Score -4413798 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4414436.000000 Penalty: 5178.636719
	Iteration 4Q: 3 clusters Score -4414436 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4415088.000000 Penalty: 5178.636719
	Iteration 5Q: 3 clusters Score -4415088 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4415945.000000 Penalty: 5178.636719
	Iteration 6Q: 3 clusters Score -4415945 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4417051.000000 Penalty: 5178.636719
	Iteration 7F: 3 clusters Score -4417051 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4418664.000000 Penalty: 5178.636719
	Iteration 8F: 3 clusters Score -4418664 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4420629.000000 Penalty: 5178.636719
	Iteration 9F: 3 clusters Score -4420629 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4422639.000000 Penalty: 5178.636719
	Iteration 10F: 3 clusters Score -4422639 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -4424236.500000 Penalty: 5178.636719
	Iteration 11F: 3 clusters Score -4424236 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -4425319.500000 Penalty: 5178.636719
	Iteration 12Q: 3 clusters Score -4425320 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -4425919.000000 Penalty: 5178.636719
	Iteration 13Q: 3 clusters Score -4425919 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4426338.500000 Penalty: 5178.636719
	Iteration 14Q: 3 clusters Score -4426338 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4426658.500000 Penalty: 5178.636719
	Iteration 15Q: 3 clusters Score -4426658 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -4426927.000000 Penalty: 5178.636719
	Iteration 16Q: 3 clusters Score -4426927 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -4427142.500000 Penalty: 5178.636719
	Iteration 17Q: 3 clusters Score -4427142 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4427285.000000 Penalty: 5178.636719
	Iteration 18Q: 3 clusters Score -4427285 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4427361.500000 Penalty: 5178.636719
	Iteration 19Q: 3 clusters Score -4427362 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4427448.000000 Penalty: 5178.636719
	Iteration 20F: 3 clusters Score -4427448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -4427480.000000 Penalty: 5178.636719
	Iteration 21Q: 3 clusters Score -4427480 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -4427521.500000 Penalty: 5178.636719
	Iteration 22Q: 3 clusters Score -4427522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -4427534.500000 Penalty: 5178.636719
	Iteration 23Q: 3 clusters Score -4427534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4427542.000000 Penalty: 5178.636719
	Iteration 24Q: 3 clusters Score -4427542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -4427547.000000 Penalty: 5178.636719
	Iteration 25Q: 3 clusters Score -4427547 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -4427547.000000 Penalty: 5178.636719
	Iteration 26Q: 3 clusters Score -4427547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -4427561.500000 Penalty: 5178.636719
	Iteration 27Q: 3 clusters Score -4427562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4427577.000000 Penalty: 5178.636719
	Iteration 28Q: 3 clusters Score -4427577 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4427575.500000 Penalty: 5178.636719
	Iteration 29Q: 3 clusters Score -4427576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4427588.000000 Penalty: 5178.636719
	Iteration 30Q: 3 clusters Score -4427588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4427586.000000 Penalty: 5178.636719
	Iteration 31Q: 3 clusters Score -4427586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -4427588.000000 Penalty: 5178.636719
	Iteration 32Q: 3 clusters Score -4427588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -4427599.000000 Penalty: 5178.636719
	Iteration 33Q: 3 clusters Score -4427599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -4427608.500000 Penalty: 5178.636719
	Iteration 34Q: 3 clusters Score -4427608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -4427615.000000 Penalty: 5178.636719
	Iteration 35Q: 3 clusters Score -4427615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4427610.000000 Penalty: 5178.636719
	Iteration 36Q: 3 clusters Score -4427610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -4427620.500000 Penalty: 5178.636719
	Iteration 37Q: 3 clusters Score -4427620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4427616.000000 Penalty: 5178.636719
	Iteration 38Q: 3 clusters Score -4427616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -4427618.500000 Penalty: 5178.636719
	Iteration 39Q: 3 clusters Score -4427618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -4427617.000000 Penalty: 5178.636719
	Iteration 40F: 3 clusters Score -4427617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -4427617.500000 Penalty: 5178.636719
	Iteration 41Q: 3 clusters Score -4427618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4427621.500000 Penalty: 5178.636719
	Iteration 42Q: 3 clusters Score -4427622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -4427617.000000 Penalty: 5178.636719
	Iteration 43Q: 3 clusters Score -4427617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -4427617.500000 Penalty: 5178.636719
	Iteration 44Q: 3 clusters Score -4427618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -4427621.000000 Penalty: 5178.636719
	Iteration 45Q: 3 clusters Score -4427621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -4427625.500000 Penalty: 5178.636719
	Iteration 46Q: 3 clusters Score -4427626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -4427628.000000 Penalty: 5178.636719
	Iteration 47Q: 3 clusters Score -4427628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -4427625.500000 Penalty: 5178.636719
	Iteration 48Q: 3 clusters Score -4427626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -4427635.000000 Penalty: 5178.636719
	Iteration 49Q: 3 clusters Score -4427635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -4427630.500000 Penalty: 5178.636719
	Iteration 50Q: 3 clusters Score -4427630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -4427632.500000 Penalty: 5178.636719
	Iteration 51Q: 3 clusters Score -4427632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4427631.000000 Penalty: 5178.636719
	Iteration 52Q: 3 clusters Score -4427631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -4427624.500000 Penalty: 5178.636719
	Iteration 53Q: 3 clusters Score -4427624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -4427630.000000 Penalty: 5178.636719
	Iteration 54Q: 3 clusters Score -4427630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -4427642.500000 Penalty: 5178.636719
	Iteration 55Q: 3 clusters Score -4427642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -4427642.500000 Penalty: 5178.636719
	Iteration 56Q: 3 clusters Score -4427642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -4427650.500000 Penalty: 5178.636719
	Iteration 57Q: 3 clusters Score -4427650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -4427655.000000 Penalty: 5178.636719
	Iteration 58Q: 3 clusters Score -4427655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -4427661.500000 Penalty: 5178.636719
	Iteration 59Q: 3 clusters Score -4427662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -4427665.000000 Penalty: 5178.636719
	Iteration 60F: 3 clusters Score -4427665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -4427662.500000 Penalty: 5178.636719
	Iteration 61Q: 3 clusters Score -4427662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -4427663.500000 Penalty: 5178.636719
	Iteration 62Q: 3 clusters Score -4427664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -4427665.500000 Penalty: 5178.636719
	Iteration 63Q: 3 clusters Score -4427666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -4427662.500000 Penalty: 5178.636719
	Iteration 64Q: 3 clusters Score -4427662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4427662.500000 Penalty: 5178.636719
	Iteration 65Q: 3 clusters Score -4427662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -4427667.000000 Penalty: 5178.636719
	Iteration 66Q: 3 clusters Score -4427667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -4427662.500000 Penalty: 5178.636719
	Iteration 67Q: 3 clusters Score -4427662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -4427662.000000 Penalty: 5178.636719
	Iteration 68Q: 3 clusters Score -4427662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -4427659.500000 Penalty: 5178.636719
	Iteration 69Q: 3 clusters Score -4427660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -4427658.000000 Penalty: 5178.636719
	Iteration 70Q: 3 clusters Score -4427658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4427663.500000 Penalty: 5178.636719
	Iteration 71Q: 3 clusters Score -4427664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4427663.500000 Penalty: 5178.636719
	Iteration 72Q: 3 clusters Score -4427664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -4427658.000000 Penalty: 5178.636719
	Iteration 73Q: 3 clusters Score -4427658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -4427657.500000 Penalty: 5178.636719
	Iteration 74Q: 3 clusters Score -4427658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4427658.000000 Penalty: 5178.636719
	Iteration 75Q: 3 clusters Score -4427658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -4427659.500000 Penalty: 5178.636719
	Iteration 76Q: 3 clusters Score -4427660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -4427659.000000 Penalty: 5178.636719
	Iteration 77Q: 3 clusters Score -4427659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -4427657.500000 Penalty: 5178.636719
	Iteration 78Q: 3 clusters Score -4427658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -4427655.000000 Penalty: 5178.636719
	Iteration 79Q: 3 clusters Score -4427655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -4427652.500000 Penalty: 5178.636719
	Iteration 80F: 3 clusters Score -4427652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -4427654.500000 Penalty: 5178.636719
	Iteration 81Q: 3 clusters Score -4427654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4427654.000000 Penalty: 5178.636719
	Iteration 82Q: 3 clusters Score -4427654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4427654.000000 Penalty: 5178.636719
	Iteration 83F: 3 clusters Score -4427654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 32421 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 153667 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 25425 members 
Mstep: Class 22 contains 125476 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 57348 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 40479 members 
Mstep: Class 30 contains 8803 members 
Entering Unmasked Estep 
Score: -77970920.000000 Penalty: 99327.773438
Splitting cluster 21 changes total score from -77971832.000000 to -77970920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (125476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125476 members 
Entering Unmasked Estep 
Score: -15911728.000000 Penalty: 2911.487793
	Iteration 0F: 2 clusters Score -1.591173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -15827775.000000 Penalty: 5822.975586
	Iteration 0F: 3 clusters Score -1.582778e+07 nChanged 59706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -15862074.000000 Penalty: 5822.975586
	Iteration 1F: 3 clusters Score -1.586207e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -15862984.000000 Penalty: 5822.975586
	Iteration 2Q: 3 clusters Score -1.586298e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -15864217.000000 Penalty: 5822.975586
	Iteration 3Q: 3 clusters Score -1.586422e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -15866034.000000 Penalty: 5822.975586
	Iteration 4Q: 3 clusters Score -1.586603e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -15868959.000000 Penalty: 5822.975586
	Iteration 5Q: 3 clusters Score -1.586896e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -15873655.000000 Penalty: 5822.975586
	Iteration 6F: 3 clusters Score -1.587366e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -15880445.000000 Penalty: 5822.975586
	Iteration 7F: 3 clusters Score -1.588044e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -15887635.000000 Penalty: 5822.975586
	Iteration 8F: 3 clusters Score -1.588764e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -15893250.000000 Penalty: 5822.975586
	Iteration 9F: 3 clusters Score -1.589325e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -15897124.000000 Penalty: 5822.975586
	Iteration 10F: 3 clusters Score -1.589712e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -15900359.000000 Penalty: 5822.975586
	Iteration 11Q: 3 clusters Score -1.590036e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -15903011.000000 Penalty: 5822.975586
	Iteration 12Q: 3 clusters Score -1.590301e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -15904817.000000 Penalty: 5822.975586
	Iteration 13Q: 3 clusters Score -1.590482e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -15905989.000000 Penalty: 5822.975586
	Iteration 14Q: 3 clusters Score -1.590599e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -15906530.000000 Penalty: 5822.975586
	Iteration 15Q: 3 clusters Score -1.590653e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -15907052.000000 Penalty: 5822.975586
	Iteration 16Q: 3 clusters Score -1.590705e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -15907419.000000 Penalty: 5822.975586
	Iteration 17Q: 3 clusters Score -1.590742e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -15907852.000000 Penalty: 5822.975586
	Iteration 18Q: 3 clusters Score -1.590785e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -15908216.000000 Penalty: 5822.975586
	Iteration 19Q: 3 clusters Score -1.590822e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -15908569.000000 Penalty: 5822.975586
	Iteration 20F: 3 clusters Score -1.590857e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -15908860.000000 Penalty: 5822.975586
	Iteration 21Q: 3 clusters Score -1.590886e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -15909178.000000 Penalty: 5822.975586
	Iteration 22Q: 3 clusters Score -1.590918e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -15909518.000000 Penalty: 5822.975586
	Iteration 23Q: 3 clusters Score -1.590952e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -15909808.000000 Penalty: 5822.975586
	Iteration 24Q: 3 clusters Score -1.590981e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -15910086.000000 Penalty: 5822.975586
	Iteration 25Q: 3 clusters Score -1.591009e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -15910365.000000 Penalty: 5822.975586
	Iteration 26Q: 3 clusters Score -1.591036e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 97482 members 
Entering Unmasked Estep 
Score: -15910819.000000 Penalty: 5822.975586
	Iteration 27Q: 3 clusters Score -1.591082e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -15911152.000000 Penalty: 5822.975586
	Iteration 28Q: 3 clusters Score -1.591115e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -15911585.000000 Penalty: 5822.975586
	Iteration 29Q: 3 clusters Score -1.591158e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -15911982.000000 Penalty: 5822.975586
	Iteration 30Q: 3 clusters Score -1.591198e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -15912408.000000 Penalty: 5822.975586
	Iteration 31Q: 3 clusters Score -1.591241e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 102812 members 
Entering Unmasked Estep 
Score: -15912828.000000 Penalty: 5822.975586
	Iteration 32Q: 3 clusters Score -1.591283e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -15913190.000000 Penalty: 5822.975586
	Iteration 33Q: 3 clusters Score -1.591319e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 104676 members 
Entering Unmasked Estep 
Score: -15913518.000000 Penalty: 5822.975586
	Iteration 34Q: 3 clusters Score -1.591352e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -15913858.000000 Penalty: 5822.975586
	Iteration 35Q: 3 clusters Score -1.591386e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 106215 members 
Entering Unmasked Estep 
Score: -15914076.000000 Penalty: 5822.975586
	Iteration 36Q: 3 clusters Score -1.591408e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 106819 members 
Entering Unmasked Estep 
Score: -15914267.000000 Penalty: 5822.975586
	Iteration 37Q: 3 clusters Score -1.591427e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -15914485.000000 Penalty: 5822.975586
	Iteration 38Q: 3 clusters Score -1.591448e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 107850 members 
Entering Unmasked Estep 
Score: -15914687.000000 Penalty: 5822.975586
	Iteration 39Q: 3 clusters Score -1.591469e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 108245 members 
Entering Unmasked Estep 
Score: -15914748.000000 Penalty: 5822.975586
	Iteration 40F: 3 clusters Score -1.591475e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 108588 members 
Entering Unmasked Estep 
Score: -15914829.000000 Penalty: 5822.975586
	Iteration 41Q: 3 clusters Score -1.591483e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -15914862.000000 Penalty: 5822.975586
	Iteration 42Q: 3 clusters Score -1.591486e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 109217 members 
Entering Unmasked Estep 
Score: -15914888.000000 Penalty: 5822.975586
	Iteration 43Q: 3 clusters Score -1.591489e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -15914905.000000 Penalty: 5822.975586
	Iteration 44Q: 3 clusters Score -1.59149e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 109689 members 
Entering Unmasked Estep 
Score: -15914878.000000 Penalty: 5822.975586
	Iteration 45Q: 3 clusters Score -1.591488e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 109849 members 
Entering Unmasked Estep 
Score: -15914913.000000 Penalty: 5822.975586
	Iteration 46Q: 3 clusters Score -1.591491e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 109991 members 
Entering Unmasked Estep 
Score: -15914940.000000 Penalty: 5822.975586
	Iteration 47Q: 3 clusters Score -1.591494e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 110116 members 
Entering Unmasked Estep 
Score: -15914922.000000 Penalty: 5822.975586
	Iteration 48Q: 3 clusters Score -1.591492e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -15914957.000000 Penalty: 5822.975586
	Iteration 49Q: 3 clusters Score -1.591496e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -15914962.000000 Penalty: 5822.975586
	Iteration 50Q: 3 clusters Score -1.591496e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 110422 members 
Entering Unmasked Estep 
Score: -15914955.000000 Penalty: 5822.975586
	Iteration 51Q: 3 clusters Score -1.591496e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -15914976.000000 Penalty: 5822.975586
	Iteration 52Q: 3 clusters Score -1.591498e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 110564 members 
Entering Unmasked Estep 
Score: -15914963.000000 Penalty: 5822.975586
	Iteration 53Q: 3 clusters Score -1.591496e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 110615 members 
Entering Unmasked Estep 
Score: -15914984.000000 Penalty: 5822.975586
	Iteration 54Q: 3 clusters Score -1.591498e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 110671 members 
Entering Unmasked Estep 
Score: -15914954.000000 Penalty: 5822.975586
	Iteration 55Q: 3 clusters Score -1.591495e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -15914951.000000 Penalty: 5822.975586
	Iteration 56Q: 3 clusters Score -1.591495e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -15914948.000000 Penalty: 5822.975586
	Iteration 57Q: 3 clusters Score -1.591495e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 110844 members 
Entering Unmasked Estep 
Score: -15914944.000000 Penalty: 5822.975586
	Iteration 58Q: 3 clusters Score -1.591494e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -15914941.000000 Penalty: 5822.975586
	Iteration 59Q: 3 clusters Score -1.591494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -15914945.000000 Penalty: 5822.975586
	Iteration 60F: 3 clusters Score -1.591494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -15914952.000000 Penalty: 5822.975586
	Iteration 61Q: 3 clusters Score -1.591495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 110941 members 
Entering Unmasked Estep 
Score: -15914934.000000 Penalty: 5822.975586
	Iteration 62Q: 3 clusters Score -1.591493e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -15914963.000000 Penalty: 5822.975586
	Iteration 63Q: 3 clusters Score -1.591496e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -15914954.000000 Penalty: 5822.975586
	Iteration 64Q: 3 clusters Score -1.591495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -15914957.000000 Penalty: 5822.975586
	Iteration 65Q: 3 clusters Score -1.591496e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 111040 members 
Entering Unmasked Estep 
Score: -15914947.000000 Penalty: 5822.975586
	Iteration 66Q: 3 clusters Score -1.591495e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -15914950.000000 Penalty: 5822.975586
	Iteration 67Q: 3 clusters Score -1.591495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 111084 members 
Entering Unmasked Estep 
Score: -15914946.000000 Penalty: 5822.975586
	Iteration 68Q: 3 clusters Score -1.591495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -15914950.000000 Penalty: 5822.975586
	Iteration 69Q: 3 clusters Score -1.591495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 111104 members 
Entering Unmasked Estep 
Score: -15914959.000000 Penalty: 5822.975586
	Iteration 70Q: 3 clusters Score -1.591496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 111106 members 
Entering Unmasked Estep 
Score: -15914953.000000 Penalty: 5822.975586
	Iteration 71Q: 3 clusters Score -1.591495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 111108 members 
Entering Unmasked Estep 
Score: -15914950.000000 Penalty: 5822.975586
	Iteration 72Q: 3 clusters Score -1.591495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -15914955.000000 Penalty: 5822.975586
	Iteration 73Q: 3 clusters Score -1.591496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -15914955.000000 Penalty: 5822.975586
	Iteration 74F: 3 clusters Score -1.591496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 32421 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 153667 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 34228 members 
Mstep: Class 22 contains 14365 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 57348 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 40479 members 
Mstep: Class 30 contains 111111 members 
Entering Unmasked Estep 
Score: -77975160.000000 Penalty: 99327.773438
Splitting cluster 22 changes total score from -77971832.000000 to -77975160.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -368456.500000 Penalty: 1983.587158
	Iteration 0F: 2 clusters Score -368456.5 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 1491 members 
Entering Unmasked Estep 
Score: -365191.468750 Penalty: 3967.174316
	Iteration 0F: 3 clusters Score -365191.5 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -365841.500000 Penalty: 3967.174316
	Iteration 1F: 3 clusters Score -365841.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -366017.093750 Penalty: 3967.174316
	Iteration 2F: 3 clusters Score -366017.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -366118.968750 Penalty: 3967.174316
	Iteration 3Q: 3 clusters Score -366119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -366168.937500 Penalty: 3967.174316
	Iteration 4Q: 3 clusters Score -366168.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -366207.468750 Penalty: 3967.174316
	Iteration 5Q: 3 clusters Score -366207.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -366238.125000 Penalty: 3967.174316
	Iteration 6Q: 3 clusters Score -366238.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -366268.031250 Penalty: 3967.174316
	Iteration 7Q: 3 clusters Score -366268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -366288.562500 Penalty: 3967.174316
	Iteration 8Q: 3 clusters Score -366288.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366307.312500 Penalty: 3967.174316
	Iteration 9Q: 3 clusters Score -366307.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -366325.156250 Penalty: 3967.174316
	Iteration 10Q: 3 clusters Score -366325.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -366342.250000 Penalty: 3967.174316
	Iteration 11Q: 3 clusters Score -366342.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -366358.593750 Penalty: 3967.174316
	Iteration 12Q: 3 clusters Score -366358.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -366376.656250 Penalty: 3967.174316
	Iteration 13Q: 3 clusters Score -366376.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -366390.218750 Penalty: 3967.174316
	Iteration 14Q: 3 clusters Score -366390.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -366402.281250 Penalty: 3967.174316
	Iteration 15Q: 3 clusters Score -366402.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -366412.343750 Penalty: 3967.174316
	Iteration 16Q: 3 clusters Score -366412.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -366418.187500 Penalty: 3967.174316
	Iteration 17Q: 3 clusters Score -366418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -366426.312500 Penalty: 3967.174316
	Iteration 18Q: 3 clusters Score -366426.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -366434.125000 Penalty: 3967.174316
	Iteration 19Q: 3 clusters Score -366434.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -366441.125000 Penalty: 3967.174316
	Iteration 20F: 3 clusters Score -366441.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -366444.343750 Penalty: 3967.174316
	Iteration 21Q: 3 clusters Score -366444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -366447.031250 Penalty: 3967.174316
	Iteration 22Q: 3 clusters Score -366447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -366450.625000 Penalty: 3967.174316
	Iteration 23Q: 3 clusters Score -366450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -366453.312500 Penalty: 3967.174316
	Iteration 24Q: 3 clusters Score -366453.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -366455.031250 Penalty: 3967.174316
	Iteration 25Q: 3 clusters Score -366455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -366458.875000 Penalty: 3967.174316
	Iteration 26Q: 3 clusters Score -366458.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -366464.000000 Penalty: 3967.174316
	Iteration 27Q: 3 clusters Score -366464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -366466.906250 Penalty: 3967.174316
	Iteration 28Q: 3 clusters Score -366466.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -366470.468750 Penalty: 3967.174316
	Iteration 29Q: 3 clusters Score -366470.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -366478.437500 Penalty: 3967.174316
	Iteration 30Q: 3 clusters Score -366478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -366481.500000 Penalty: 3967.174316
	Iteration 31Q: 3 clusters Score -366481.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -366485.156250 Penalty: 3967.174316
	Iteration 32Q: 3 clusters Score -366485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -366488.250000 Penalty: 3967.174316
	Iteration 33Q: 3 clusters Score -366488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -366491.031250 Penalty: 3967.174316
	Iteration 34Q: 3 clusters Score -366491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -366495.500000 Penalty: 3967.174316
	Iteration 35Q: 3 clusters Score -366495.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -366498.812500 Penalty: 3967.174316
	Iteration 36Q: 3 clusters Score -366498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -366500.031250 Penalty: 3967.174316
	Iteration 37Q: 3 clusters Score -366500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -366502.375000 Penalty: 3967.174316
	Iteration 38Q: 3 clusters Score -366502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -366505.562500 Penalty: 3967.174316
	Iteration 39Q: 3 clusters Score -366505.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -366510.031250 Penalty: 3967.174316
	Iteration 40F: 3 clusters Score -366510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -366514.250000 Penalty: 3967.174316
	Iteration 41Q: 3 clusters Score -366514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -366520.531250 Penalty: 3967.174316
	Iteration 42Q: 3 clusters Score -366520.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366528.781250 Penalty: 3967.174316
	Iteration 43Q: 3 clusters Score -366528.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -366538.812500 Penalty: 3967.174316
	Iteration 44Q: 3 clusters Score -366538.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366550.093750 Penalty: 3967.174316
	Iteration 45Q: 3 clusters Score -366550.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -366559.468750 Penalty: 3967.174316
	Iteration 46Q: 3 clusters Score -366559.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366565.187500 Penalty: 3967.174316
	Iteration 47Q: 3 clusters Score -366565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -366572.593750 Penalty: 3967.174316
	Iteration 48Q: 3 clusters Score -366572.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -366581.312500 Penalty: 3967.174316
	Iteration 49Q: 3 clusters Score -366581.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -366593.312500 Penalty: 3967.174316
	Iteration 50Q: 3 clusters Score -366593.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -366609.093750 Penalty: 3967.174316
	Iteration 51Q: 3 clusters Score -366609.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -366623.687500 Penalty: 3967.174316
	Iteration 52Q: 3 clusters Score -366623.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -366636.406250 Penalty: 3967.174316
	Iteration 53Q: 3 clusters Score -366636.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -366642.281250 Penalty: 3967.174316
	Iteration 54Q: 3 clusters Score -366642.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366648.531250 Penalty: 3967.174316
	Iteration 55Q: 3 clusters Score -366648.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366654.593750 Penalty: 3967.174316
	Iteration 56Q: 3 clusters Score -366654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -366659.562500 Penalty: 3967.174316
	Iteration 57Q: 3 clusters Score -366659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -366665.937500 Penalty: 3967.174316
	Iteration 58Q: 3 clusters Score -366665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -366670.031250 Penalty: 3967.174316
	Iteration 59Q: 3 clusters Score -366670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -366674.250000 Penalty: 3967.174316
	Iteration 60F: 3 clusters Score -366674.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -366681.656250 Penalty: 3967.174316
	Iteration 61Q: 3 clusters Score -366681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -366687.031250 Penalty: 3967.174316
	Iteration 62Q: 3 clusters Score -366687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366692.500000 Penalty: 3967.174316
	Iteration 63Q: 3 clusters Score -366692.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -366698.406250 Penalty: 3967.174316
	Iteration 64Q: 3 clusters Score -366698.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366705.312500 Penalty: 3967.174316
	Iteration 65Q: 3 clusters Score -366705.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -366710.343750 Penalty: 3967.174316
	Iteration 66Q: 3 clusters Score -366710.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -366711.843750 Penalty: 3967.174316
	Iteration 67Q: 3 clusters Score -366711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -366714.750000 Penalty: 3967.174316
	Iteration 68Q: 3 clusters Score -366714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -366717.437500 Penalty: 3967.174316
	Iteration 69Q: 3 clusters Score -366717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -366719.875000 Penalty: 3967.174316
	Iteration 70Q: 3 clusters Score -366719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -366721.218750 Penalty: 3967.174316
	Iteration 71Q: 3 clusters Score -366721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -366720.906250 Penalty: 3967.174316
	Iteration 72Q: 3 clusters Score -366720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -366720.906250 Penalty: 3967.174316
	Iteration 73F: 3 clusters Score -366720.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (57348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Entering Unmasked Estep 
Score: -7338469.500000 Penalty: 2717.309570
	Iteration 0F: 2 clusters Score -7338470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -7299888.500000 Penalty: 5434.619141
	Iteration 0F: 3 clusters Score -7299888 nChanged 26607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -7315152.000000 Penalty: 5434.619141
	Iteration 1F: 3 clusters Score -7315152 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -7316099.000000 Penalty: 5434.619141
	Iteration 2Q: 3 clusters Score -7316099 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -7317147.500000 Penalty: 5434.619141
	Iteration 3Q: 3 clusters Score -7317148 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -7318589.000000 Penalty: 5434.619141
	Iteration 4F: 3 clusters Score -7318589 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -7320531.500000 Penalty: 5434.619141
	Iteration 5F: 3 clusters Score -7320532 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -7323194.500000 Penalty: 5434.619141
	Iteration 6F: 3 clusters Score -7323194 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -7326379.500000 Penalty: 5434.619141
	Iteration 7F: 3 clusters Score -7326380 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -7329449.000000 Penalty: 5434.619141
	Iteration 8F: 3 clusters Score -7329449 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -7331989.500000 Penalty: 5434.619141
	Iteration 9F: 3 clusters Score -7331990 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -7333765.000000 Penalty: 5434.619141
	Iteration 10Q: 3 clusters Score -7333765 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7334826.500000 Penalty: 5434.619141
	Iteration 11Q: 3 clusters Score -7334826 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7335434.500000 Penalty: 5434.619141
	Iteration 12Q: 3 clusters Score -7335434 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7335791.000000 Penalty: 5434.619141
	Iteration 13Q: 3 clusters Score -7335791 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7335963.500000 Penalty: 5434.619141
	Iteration 14Q: 3 clusters Score -7335964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7336050.500000 Penalty: 5434.619141
	Iteration 15Q: 3 clusters Score -7336050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7336098.500000 Penalty: 5434.619141
	Iteration 16Q: 3 clusters Score -7336098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7336128.500000 Penalty: 5434.619141
	Iteration 17Q: 3 clusters Score -7336128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7336148.500000 Penalty: 5434.619141
	Iteration 18Q: 3 clusters Score -7336148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7336168.000000 Penalty: 5434.619141
	Iteration 19Q: 3 clusters Score -7336168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7336199.500000 Penalty: 5434.619141
	Iteration 20F: 3 clusters Score -7336200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7336235.000000 Penalty: 5434.619141
	Iteration 21Q: 3 clusters Score -7336235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7336255.500000 Penalty: 5434.619141
	Iteration 22Q: 3 clusters Score -7336256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7336288.500000 Penalty: 5434.619141
	Iteration 23Q: 3 clusters Score -7336288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7336315.000000 Penalty: 5434.619141
	Iteration 24Q: 3 clusters Score -7336315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7336332.500000 Penalty: 5434.619141
	Iteration 25Q: 3 clusters Score -7336332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7336345.500000 Penalty: 5434.619141
	Iteration 26Q: 3 clusters Score -7336346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7336362.000000 Penalty: 5434.619141
	Iteration 27Q: 3 clusters Score -7336362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7336388.000000 Penalty: 5434.619141
	Iteration 28Q: 3 clusters Score -7336388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7336419.500000 Penalty: 5434.619141
	Iteration 29Q: 3 clusters Score -7336420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7336445.500000 Penalty: 5434.619141
	Iteration 30Q: 3 clusters Score -7336446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7336472.000000 Penalty: 5434.619141
	Iteration 31Q: 3 clusters Score -7336472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7336495.500000 Penalty: 5434.619141
	Iteration 32Q: 3 clusters Score -7336496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7336507.500000 Penalty: 5434.619141
	Iteration 33Q: 3 clusters Score -7336508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7336528.000000 Penalty: 5434.619141
	Iteration 34Q: 3 clusters Score -7336528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7336527.000000 Penalty: 5434.619141
	Iteration 35Q: 3 clusters Score -7336527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7336540.000000 Penalty: 5434.619141
	Iteration 36Q: 3 clusters Score -7336540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7336554.500000 Penalty: 5434.619141
	Iteration 37Q: 3 clusters Score -7336554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7336566.500000 Penalty: 5434.619141
	Iteration 38Q: 3 clusters Score -7336566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7336584.000000 Penalty: 5434.619141
	Iteration 39Q: 3 clusters Score -7336584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7336603.500000 Penalty: 5434.619141
	Iteration 40F: 3 clusters Score -7336604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7336624.500000 Penalty: 5434.619141
	Iteration 41Q: 3 clusters Score -7336624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7336621.500000 Penalty: 5434.619141
	Iteration 42Q: 3 clusters Score -7336622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7336633.500000 Penalty: 5434.619141
	Iteration 43Q: 3 clusters Score -7336634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7336638.500000 Penalty: 5434.619141
	Iteration 44Q: 3 clusters Score -7336638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7336639.000000 Penalty: 5434.619141
	Iteration 45Q: 3 clusters Score -7336639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7336644.000000 Penalty: 5434.619141
	Iteration 46Q: 3 clusters Score -7336644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7336644.000000 Penalty: 5434.619141
	Iteration 47Q: 3 clusters Score -7336644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7336644.000000 Penalty: 5434.619141
	Iteration 48Q: 3 clusters Score -7336644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7336652.500000 Penalty: 5434.619141
	Iteration 49Q: 3 clusters Score -7336652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7336652.500000 Penalty: 5434.619141
	Iteration 50Q: 3 clusters Score -7336652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7336648.500000 Penalty: 5434.619141
	Iteration 51Q: 3 clusters Score -7336648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7336648.500000 Penalty: 5434.619141
	Iteration 52F: 3 clusters Score -7336648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -158328.109375 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -158328.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156176.421875 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -156176.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -156700.078125 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -156700.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157097.203125 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -157097.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -157387.234375 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -157387.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157700.765625 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -157700.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -158095.687500 Penalty: 3566.575439
	Iteration 5F: 3 clusters Score -158095.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -158550.703125 Penalty: 3566.575439
	Iteration 6F: 3 clusters Score -158550.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -158845.875000 Penalty: 3566.575439
	Iteration 7F: 3 clusters Score -158845.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -158961.937500 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -158961.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -158996.453125 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -158996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -159012.328125 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -159012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -159028.156250 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -159028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -159045.578125 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -159045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -159058.531250 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -159058.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -159068.312500 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -159068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -159076.703125 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -159076.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -159082.859375 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -159082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -159098.109375 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -159098.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -159129.906250 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -159129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -159152.125000 Penalty: 3566.575439
	Iteration 19Q: 3 clusters Score -159152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -159179.671875 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -159179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -159198.437500 Penalty: 3566.575439
	Iteration 21Q: 3 clusters Score -159198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -159210.390625 Penalty: 3566.575439
	Iteration 22Q: 3 clusters Score -159210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -159210.390625 Penalty: 3566.575439
	Iteration 23F: 3 clusters Score -159210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 32421 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 153667 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 34228 members 
Mstep: Class 22 contains 14365 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 57348 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 40479 members 
Mstep: Class 30 contains 111111 members 
Mstep: Class 31 contains 348 members 
Entering Unmasked Estep 
Score: -77974480.000000 Penalty: 102638.695312
Splitting cluster 25 changes total score from -77971832.000000 to -77974480.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -266200.875000 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -266200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -263521.312500 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -263521.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -264006.187500 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -264006.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -264154.937500 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -264154.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -264232.968750 Penalty: 3782.537109
	Iteration 3Q: 3 clusters Score -264233 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -264273.187500 Penalty: 3782.537109
	Iteration 4Q: 3 clusters Score -264273.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -264296.750000 Penalty: 3782.537109
	Iteration 5Q: 3 clusters Score -264296.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -264307.781250 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -264307.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -264315.000000 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -264315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -264321.687500 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -264321.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -264327.375000 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -264327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -264329.875000 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -264329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -264332.968750 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -264333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -264334.187500 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -264334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -264335.812500 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -264335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -264341.125000 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -264341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -264342.937500 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -264342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -264344.968750 Penalty: 3782.537109
	Iteration 16Q: 3 clusters Score -264345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -264345.906250 Penalty: 3782.537109
	Iteration 17Q: 3 clusters Score -264345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -264347.218750 Penalty: 3782.537109
	Iteration 18Q: 3 clusters Score -264347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -264347.875000 Penalty: 3782.537109
	Iteration 19Q: 3 clusters Score -264347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -264348.343750 Penalty: 3782.537109
	Iteration 20F: 3 clusters Score -264348.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Entering Unmasked Estep 
Score: -1167510.250000 Penalty: 2269.635742
	Iteration 0F: 2 clusters Score -1167510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1160166.375000 Penalty: 4539.271484
	Iteration 0F: 3 clusters Score -1160166 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1162211.500000 Penalty: 4539.271484
	Iteration 1F: 3 clusters Score -1162212 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1162489.875000 Penalty: 4539.271484
	Iteration 2F: 3 clusters Score -1162490 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1162715.125000 Penalty: 4539.271484
	Iteration 3F: 3 clusters Score -1162715 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1162892.875000 Penalty: 4539.271484
	Iteration 4Q: 3 clusters Score -1162893 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1163027.375000 Penalty: 4539.271484
	Iteration 5Q: 3 clusters Score -1163027 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1163142.125000 Penalty: 4539.271484
	Iteration 6Q: 3 clusters Score -1163142 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1163238.125000 Penalty: 4539.271484
	Iteration 7Q: 3 clusters Score -1163238 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1163324.250000 Penalty: 4539.271484
	Iteration 8Q: 3 clusters Score -1163324 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1163424.625000 Penalty: 4539.271484
	Iteration 9Q: 3 clusters Score -1163425 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1163529.375000 Penalty: 4539.271484
	Iteration 10Q: 3 clusters Score -1163529 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1163639.250000 Penalty: 4539.271484
	Iteration 11Q: 3 clusters Score -1163639 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1163749.125000 Penalty: 4539.271484
	Iteration 12Q: 3 clusters Score -1163749 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1163862.625000 Penalty: 4539.271484
	Iteration 13Q: 3 clusters Score -1163863 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1163979.000000 Penalty: 4539.271484
	Iteration 14Q: 3 clusters Score -1163979 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1164092.750000 Penalty: 4539.271484
	Iteration 15Q: 3 clusters Score -1164093 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1164169.500000 Penalty: 4539.271484
	Iteration 16Q: 3 clusters Score -1164170 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1164222.125000 Penalty: 4539.271484
	Iteration 17Q: 3 clusters Score -1164222 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1164269.375000 Penalty: 4539.271484
	Iteration 18Q: 3 clusters Score -1164269 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1164304.875000 Penalty: 4539.271484
	Iteration 19Q: 3 clusters Score -1164305 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1164338.250000 Penalty: 4539.271484
	Iteration 20F: 3 clusters Score -1164338 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1164369.250000 Penalty: 4539.271484
	Iteration 21Q: 3 clusters Score -1164369 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1164401.125000 Penalty: 4539.271484
	Iteration 22Q: 3 clusters Score -1164401 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1164418.500000 Penalty: 4539.271484
	Iteration 23Q: 3 clusters Score -1164418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1164437.000000 Penalty: 4539.271484
	Iteration 24Q: 3 clusters Score -1164437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1164444.000000 Penalty: 4539.271484
	Iteration 25Q: 3 clusters Score -1164444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1164452.250000 Penalty: 4539.271484
	Iteration 26Q: 3 clusters Score -1164452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1164470.625000 Penalty: 4539.271484
	Iteration 27Q: 3 clusters Score -1164471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1164476.625000 Penalty: 4539.271484
	Iteration 28Q: 3 clusters Score -1164477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1164485.250000 Penalty: 4539.271484
	Iteration 29Q: 3 clusters Score -1164485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1164493.750000 Penalty: 4539.271484
	Iteration 30Q: 3 clusters Score -1164494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1164498.750000 Penalty: 4539.271484
	Iteration 31Q: 3 clusters Score -1164499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1164505.500000 Penalty: 4539.271484
	Iteration 32Q: 3 clusters Score -1164506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1164505.875000 Penalty: 4539.271484
	Iteration 33Q: 3 clusters Score -1164506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1164512.625000 Penalty: 4539.271484
	Iteration 34Q: 3 clusters Score -1164513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1164520.125000 Penalty: 4539.271484
	Iteration 35Q: 3 clusters Score -1164520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1164522.875000 Penalty: 4539.271484
	Iteration 36Q: 3 clusters Score -1164523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1164525.875000 Penalty: 4539.271484
	Iteration 37Q: 3 clusters Score -1164526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1164529.875000 Penalty: 4539.271484
	Iteration 38Q: 3 clusters Score -1164530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1164536.250000 Penalty: 4539.271484
	Iteration 39Q: 3 clusters Score -1164536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1164534.875000 Penalty: 4539.271484
	Iteration 40F: 3 clusters Score -1164535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1164536.125000 Penalty: 4539.271484
	Iteration 41Q: 3 clusters Score -1164536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1164542.625000 Penalty: 4539.271484
	Iteration 42Q: 3 clusters Score -1164543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1164542.375000 Penalty: 4539.271484
	Iteration 43Q: 3 clusters Score -1164542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1164541.750000 Penalty: 4539.271484
	Iteration 44Q: 3 clusters Score -1164542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1164542.375000 Penalty: 4539.271484
	Iteration 45Q: 3 clusters Score -1164542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1164543.250000 Penalty: 4539.271484
	Iteration 46Q: 3 clusters Score -1164543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1164546.875000 Penalty: 4539.271484
	Iteration 47Q: 3 clusters Score -1164547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1164544.500000 Penalty: 4539.271484
	Iteration 48Q: 3 clusters Score -1164544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1164546.375000 Penalty: 4539.271484
	Iteration 49Q: 3 clusters Score -1164546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1164549.000000 Penalty: 4539.271484
	Iteration 50Q: 3 clusters Score -1164549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1164554.375000 Penalty: 4539.271484
	Iteration 51Q: 3 clusters Score -1164554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1164557.000000 Penalty: 4539.271484
	Iteration 52Q: 3 clusters Score -1164557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1164555.375000 Penalty: 4539.271484
	Iteration 53Q: 3 clusters Score -1164555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1164559.000000 Penalty: 4539.271484
	Iteration 54Q: 3 clusters Score -1164559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1164559.375000 Penalty: 4539.271484
	Iteration 55Q: 3 clusters Score -1164559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1164559.625000 Penalty: 4539.271484
	Iteration 56Q: 3 clusters Score -1164560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1164562.125000 Penalty: 4539.271484
	Iteration 57Q: 3 clusters Score -1164562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1164560.875000 Penalty: 4539.271484
	Iteration 58Q: 3 clusters Score -1164561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1164563.125000 Penalty: 4539.271484
	Iteration 59Q: 3 clusters Score -1164563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1164561.250000 Penalty: 4539.271484
	Iteration 60F: 3 clusters Score -1164561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1164561.125000 Penalty: 4539.271484
	Iteration 61Q: 3 clusters Score -1164561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1164561.875000 Penalty: 4539.271484
	Iteration 62Q: 3 clusters Score -1164562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1164564.000000 Penalty: 4539.271484
	Iteration 63Q: 3 clusters Score -1164564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1164564.000000 Penalty: 4539.271484
	Iteration 64F: 3 clusters Score -1164564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 32421 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 153667 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 34228 members 
Mstep: Class 22 contains 14365 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 57348 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77977760.000000 Penalty: 102638.695312
Iteration 79Q: 32 clusters Score -7.797776e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9691 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 10979 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 6747 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 32476 members 
Mstep: Class 11 contains 72319 members 
Mstep: Class 12 contains 154619 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 24997 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5095 members 
Mstep: Class 20 contains 2838 members 
Mstep: Class 21 contains 34819 members 
Mstep: Class 22 contains 15373 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 57453 members 
Mstep: Class 25 contains 976 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9438 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 39505 members 
Mstep: Class 30 contains 108485 members 
Mstep: Class 31 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980240.000000 Penalty: 102638.695312
Iteration 80F: 32 clusters Score -7.798024e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9676 members 
Mstep: Class 4 contains 2826 members 
Mstep: Class 5 contains 11002 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 6722 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 32450 members 
Mstep: Class 11 contains 72273 members 
Mstep: Class 12 contains 154950 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 6913 members 
Mstep: Class 17 contains 25004 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 35241 members 
Mstep: Class 22 contains 15896 members 
Mstep: Class 23 contains 2990 members 
Mstep: Class 24 contains 57383 members 
Mstep: Class 25 contains 974 members 
Mstep: Class 26 contains 2048 members 
Mstep: Class 27 contains 9449 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 39264 members 
Mstep: Class 30 contains 107572 members 
Mstep: Class 31 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980936.000000 Penalty: 102638.695312
Iteration 81Q: 32 clusters Score -7.798094e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9666 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 11055 members 
Mstep: Class 6 contains 990 members 
Mstep: Class 7 contains 5521 members 
Mstep: Class 8 contains 6730 members 
Mstep: Class 9 contains 2006 members 
Mstep: Class 10 contains 32422 members 
Mstep: Class 11 contains 72238 members 
Mstep: Class 12 contains 155164 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 2709 members 
Mstep: Class 16 contains 6978 members 
Mstep: Class 17 contains 25016 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 2838 members 
Mstep: Class 21 contains 35615 members 
Mstep: Class 22 contains 16288 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 57339 members 
Mstep: Class 25 contains 973 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9462 members 
Mstep: Class 28 contains 352 members 
Mstep: Class 29 contains 38996 members 
Mstep: Class 30 contains 106882 members 
Mstep: Class 31 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77981560.000000 Penalty: 102638.695312
Iteration 82Q: 32 clusters Score -7.798156e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9660 members 
Mstep: Class 4 contains 2699 members 
Mstep: Class 5 contains 11079 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 6755 members 
Mstep: Class 9 contains 1980 members 
Mstep: Class 10 contains 32379 members 
Mstep: Class 11 contains 72192 members 
Mstep: Class 12 contains 155299 members 
Mstep: Class 13 contains 4738 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 25033 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5105 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 35963 members 
Mstep: Class 22 contains 16619 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 57288 members 
Mstep: Class 25 contains 972 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9475 members 
Mstep: Class 28 contains 356 members 
Mstep: Class 29 contains 38731 members 
Mstep: Class 30 contains 106354 members 
Mstep: Class 31 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77981848.000000 Penalty: 102638.695312
Iteration 83Q: 32 clusters Score -7.798185e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9655 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 11125 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 5628 members 
Mstep: Class 8 contains 6777 members 
Mstep: Class 9 contains 1962 members 
Mstep: Class 10 contains 32338 members 
Mstep: Class 11 contains 72150 members 
Mstep: Class 12 contains 155384 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 25048 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5103 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 36297 members 
Mstep: Class 22 contains 16902 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 57234 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9485 members 
Mstep: Class 28 contains 357 members 
Mstep: Class 29 contains 38486 members 
Mstep: Class 30 contains 105930 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982064.000000 Penalty: 102638.695312
Iteration 84Q: 32 clusters Score -7.798206e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 11147 members 
Mstep: Class 6 contains 1157 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 1941 members 
Mstep: Class 10 contains 32300 members 
Mstep: Class 11 contains 72128 members 
Mstep: Class 12 contains 155455 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 16 contains 7129 members 
Mstep: Class 17 contains 25061 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 36589 members 
Mstep: Class 22 contains 17116 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 57202 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9496 members 
Mstep: Class 28 contains 357 members 
Mstep: Class 29 contains 38266 members 
Mstep: Class 30 contains 105596 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982056.000000 Penalty: 102638.695312
Iteration 85Q: 32 clusters Score -7.798206e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9650 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 11178 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 5709 members 
Mstep: Class 8 contains 6810 members 
Mstep: Class 9 contains 1920 members 
Mstep: Class 10 contains 32264 members 
Mstep: Class 11 contains 72117 members 
Mstep: Class 12 contains 155503 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 2757 members 
Mstep: Class 16 contains 7160 members 
Mstep: Class 17 contains 25081 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 2838 members 
Mstep: Class 21 contains 36877 members 
Mstep: Class 22 contains 17309 members 
Mstep: Class 23 contains 2992 members 
Mstep: Class 24 contains 57153 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9508 members 
Mstep: Class 28 contains 357 members 
Mstep: Class 29 contains 38049 members 
Mstep: Class 30 contains 105310 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982248.000000 Penalty: 102638.695312
Iteration 86Q: 32 clusters Score -7.798225e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 2539 members 
Mstep: Class 5 contains 11216 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 6822 members 
Mstep: Class 9 contains 1901 members 
Mstep: Class 10 contains 32242 members 
Mstep: Class 11 contains 72091 members 
Mstep: Class 12 contains 155562 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 2765 members 
Mstep: Class 16 contains 7210 members 
Mstep: Class 17 contains 25098 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5101 members 
Mstep: Class 20 contains 2838 members 
Mstep: Class 21 contains 37177 members 
Mstep: Class 22 contains 17476 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 57101 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9516 members 
Mstep: Class 28 contains 357 members 
Mstep: Class 29 contains 37817 members 
Mstep: Class 30 contains 105045 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982424.000000 Penalty: 102638.695312
Iteration 87Q: 32 clusters Score -7.798242e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 4 contains 2531 members 
Mstep: Class 5 contains 11264 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 1888 members 
Mstep: Class 10 contains 32217 members 
Mstep: Class 11 contains 72084 members 
Mstep: Class 12 contains 155617 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 7232 members 
Mstep: Class 17 contains 25113 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 2840 members 
Mstep: Class 21 contains 37475 members 
Mstep: Class 22 contains 17599 members 
Mstep: Class 23 contains 2987 members 
Mstep: Class 24 contains 57069 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9521 members 
Mstep: Class 28 contains 357 members 
Mstep: Class 29 contains 37559 members 
Mstep: Class 30 contains 104804 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982584.000000 Penalty: 102638.695312
Iteration 88Q: 32 clusters Score -7.798258e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9642 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 5787 members 
Mstep: Class 8 contains 6844 members 
Mstep: Class 9 contains 1880 members 
Mstep: Class 10 contains 32198 members 
Mstep: Class 11 contains 72071 members 
Mstep: Class 12 contains 155668 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 25126 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 37778 members 
Mstep: Class 22 contains 17711 members 
Mstep: Class 23 contains 2981 members 
Mstep: Class 24 contains 57040 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9524 members 
Mstep: Class 28 contains 357 members 
Mstep: Class 29 contains 37313 members 
Mstep: Class 30 contains 104580 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982496.000000 Penalty: 102638.695312
Iteration 89Q: 32 clusters Score -7.79825e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9641 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 11362 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 5819 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 1871 members 
Mstep: Class 10 contains 32179 members 
Mstep: Class 11 contains 72051 members 
Mstep: Class 12 contains 155703 members 
Mstep: Class 13 contains 4738 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 38116 members 
Mstep: Class 22 contains 17798 members 
Mstep: Class 23 contains 2981 members 
Mstep: Class 24 contains 57025 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9524 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 37028 members 
Mstep: Class 30 contains 104381 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982696.000000 Penalty: 102638.695312
Iteration 90Q: 32 clusters Score -7.79827e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9641 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 11431 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 8 contains 6875 members 
Mstep: Class 9 contains 1861 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 72043 members 
Mstep: Class 12 contains 155734 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 7306 members 
Mstep: Class 17 contains 25144 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 38422 members 
Mstep: Class 22 contains 17881 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 57007 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9526 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 36776 members 
Mstep: Class 30 contains 104165 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982992.000000 Penalty: 102638.695312
Iteration 91Q: 32 clusters Score -7.798299e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9640 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 11493 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 5893 members 
Mstep: Class 8 contains 6880 members 
Mstep: Class 9 contains 1855 members 
Mstep: Class 10 contains 32150 members 
Mstep: Class 11 contains 72027 members 
Mstep: Class 12 contains 155760 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 25145 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 38707 members 
Mstep: Class 22 contains 17960 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 56995 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9529 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 36531 members 
Mstep: Class 30 contains 103973 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983192.000000 Penalty: 102638.695312
Iteration 92Q: 32 clusters Score -7.798319e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 11532 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 5920 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 1851 members 
Mstep: Class 10 contains 32134 members 
Mstep: Class 11 contains 72009 members 
Mstep: Class 12 contains 155785 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 16 contains 7335 members 
Mstep: Class 17 contains 25145 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 38971 members 
Mstep: Class 22 contains 18029 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 56990 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9537 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 36310 members 
Mstep: Class 30 contains 103819 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983280.000000 Penalty: 102638.695312
Iteration 93Q: 32 clusters Score -7.798328e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 11565 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 5941 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 1844 members 
Mstep: Class 10 contains 32125 members 
Mstep: Class 11 contains 72005 members 
Mstep: Class 12 contains 155787 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 2887 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 25151 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 39205 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 56982 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9542 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 36103 members 
Mstep: Class 30 contains 103685 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983056.000000 Penalty: 102638.695312
Iteration 94Q: 32 clusters Score -7.798306e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9635 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 11612 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 7 contains 5949 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 32110 members 
Mstep: Class 11 contains 71990 members 
Mstep: Class 12 contains 155786 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2843 members 
Mstep: Class 21 contains 39447 members 
Mstep: Class 22 contains 18161 members 
Mstep: Class 23 contains 2979 members 
Mstep: Class 24 contains 56978 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9550 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 35893 members 
Mstep: Class 30 contains 103572 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983104.000000 Penalty: 102638.695312
Iteration 95Q: 32 clusters Score -7.79831e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9634 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 32096 members 
Mstep: Class 11 contains 71985 members 
Mstep: Class 12 contains 155784 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 7414 members 
Mstep: Class 17 contains 25158 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2844 members 
Mstep: Class 21 contains 39697 members 
Mstep: Class 22 contains 18216 members 
Mstep: Class 23 contains 2984 members 
Mstep: Class 24 contains 56961 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9553 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 35669 members 
Mstep: Class 30 contains 103486 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982976.000000 Penalty: 102638.695312
Iteration 96Q: 32 clusters Score -7.798298e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 11683 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 5980 members 
Mstep: Class 8 contains 6893 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 32079 members 
Mstep: Class 11 contains 71969 members 
Mstep: Class 12 contains 155771 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 2900 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 25166 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 39937 members 
Mstep: Class 22 contains 18270 members 
Mstep: Class 23 contains 2988 members 
Mstep: Class 24 contains 56946 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 35453 members 
Mstep: Class 30 contains 103394 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983184.000000 Penalty: 102638.695312
Iteration 97Q: 32 clusters Score -7.798318e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2425 members 
Mstep: Class 5 contains 11716 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 6903 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 32060 members 
Mstep: Class 11 contains 71957 members 
Mstep: Class 12 contains 155772 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 7439 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2847 members 
Mstep: Class 21 contains 40184 members 
Mstep: Class 22 contains 18317 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 56940 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9571 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 35240 members 
Mstep: Class 30 contains 103308 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983104.000000 Penalty: 102638.695312
Iteration 98Q: 32 clusters Score -7.79831e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 11734 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 32039 members 
Mstep: Class 11 contains 71955 members 
Mstep: Class 12 contains 155776 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2848 members 
Mstep: Class 21 contains 40441 members 
Mstep: Class 22 contains 18344 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 56932 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9579 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 35007 members 
Mstep: Class 30 contains 103235 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983288.000000 Penalty: 102638.695312
Iteration 99Q: 32 clusters Score -7.798329e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 5 contains 11749 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 32013 members 
Mstep: Class 11 contains 71939 members 
Mstep: Class 12 contains 155785 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2903 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25173 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2850 members 
Mstep: Class 21 contains 40679 members 
Mstep: Class 22 contains 18371 members 
Mstep: Class 23 contains 2988 members 
Mstep: Class 24 contains 56940 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9583 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 34779 members 
Mstep: Class 30 contains 103185 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983352.000000 Penalty: 102638.695312
Iteration 100F: 32 clusters Score -7.798335e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 11764 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 6018 members 
Mstep: Class 8 contains 6949 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 31990 members 
Mstep: Class 11 contains 71931 members 
Mstep: Class 12 contains 155792 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2905 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 25173 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2850 members 
Mstep: Class 21 contains 40921 members 
Mstep: Class 22 contains 18399 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 56947 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 34551 members 
Mstep: Class 30 contains 103121 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983408.000000 Penalty: 102638.695312
Iteration 101Q: 32 clusters Score -7.798341e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 11774 members 
Mstep: Class 6 contains 1318 members 
Mstep: Class 7 contains 6028 members 
Mstep: Class 8 contains 6963 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 31972 members 
Mstep: Class 11 contains 71930 members 
Mstep: Class 12 contains 155798 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 16 contains 7517 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2848 members 
Mstep: Class 21 contains 41148 members 
Mstep: Class 22 contains 18420 members 
Mstep: Class 23 contains 2985 members 
Mstep: Class 24 contains 56947 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 34336 members 
Mstep: Class 30 contains 103072 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983512.000000 Penalty: 102638.695312
Iteration 102Q: 32 clusters Score -7.798351e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 11787 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6037 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 31959 members 
Mstep: Class 11 contains 71923 members 
Mstep: Class 12 contains 155807 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2911 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2850 members 
Mstep: Class 21 contains 41364 members 
Mstep: Class 22 contains 18437 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 56948 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9593 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 34130 members 
Mstep: Class 30 contains 103023 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983616.000000 Penalty: 102638.695312
Iteration 103Q: 32 clusters Score -7.798362e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 11809 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6049 members 
Mstep: Class 8 contains 6992 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 31939 members 
Mstep: Class 11 contains 71925 members 
Mstep: Class 12 contains 155800 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2911 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2852 members 
Mstep: Class 21 contains 41596 members 
Mstep: Class 22 contains 18465 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 56954 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9593 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 33902 members 
Mstep: Class 30 contains 102976 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983712.000000 Penalty: 102638.695312
Iteration 104Q: 32 clusters Score -7.798371e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 6053 members 
Mstep: Class 8 contains 7000 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 31915 members 
Mstep: Class 11 contains 71917 members 
Mstep: Class 12 contains 155816 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2914 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 25177 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 41818 members 
Mstep: Class 22 contains 18482 members 
Mstep: Class 23 contains 2982 members 
Mstep: Class 24 contains 56951 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9595 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 33695 members 
Mstep: Class 30 contains 102941 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983856.000000 Penalty: 102638.695312
Iteration 105Q: 32 clusters Score -7.798386e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 11847 members 
Mstep: Class 6 contains 1313 members 
Mstep: Class 7 contains 6062 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 31901 members 
Mstep: Class 11 contains 71911 members 
Mstep: Class 12 contains 155822 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2918 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 25178 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 42027 members 
Mstep: Class 22 contains 18502 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 56948 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9599 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 33498 members 
Mstep: Class 30 contains 102892 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983848.000000 Penalty: 102638.695312
Iteration 106Q: 32 clusters Score -7.798385e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 11857 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 6065 members 
Mstep: Class 8 contains 7006 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 31889 members 
Mstep: Class 11 contains 71905 members 
Mstep: Class 12 contains 155836 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2921 members 
Mstep: Class 16 contains 7565 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 42216 members 
Mstep: Class 22 contains 18518 members 
Mstep: Class 23 contains 2985 members 
Mstep: Class 24 contains 56934 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9604 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 33325 members 
Mstep: Class 30 contains 102868 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983712.000000 Penalty: 102638.695312
Iteration 107Q: 32 clusters Score -7.798371e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 11869 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 6065 members 
Mstep: Class 8 contains 7009 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 31887 members 
Mstep: Class 11 contains 71907 members 
Mstep: Class 12 contains 155835 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 42419 members 
Mstep: Class 22 contains 18530 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 56929 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9604 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 33130 members 
Mstep: Class 30 contains 102852 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983624.000000 Penalty: 102638.695312
Iteration 108Q: 32 clusters Score -7.798362e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 11880 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 7 contains 6071 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 31880 members 
Mstep: Class 11 contains 71904 members 
Mstep: Class 12 contains 155842 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2921 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 42599 members 
Mstep: Class 22 contains 18539 members 
Mstep: Class 23 contains 2987 members 
Mstep: Class 24 contains 56925 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9605 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 32974 members 
Mstep: Class 30 contains 102824 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983792.000000 Penalty: 102638.695312
Iteration 109Q: 32 clusters Score -7.798379e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9630 members 
Mstep: Class 4 contains 2345 members 
Mstep: Class 5 contains 11895 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 7 contains 6077 members 
Mstep: Class 8 contains 7012 members 
Mstep: Class 9 contains 1818 members 
Mstep: Class 10 contains 31878 members 
Mstep: Class 11 contains 71898 members 
Mstep: Class 12 contains 155846 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 7585 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2859 members 
Mstep: Class 21 contains 42791 members 
Mstep: Class 22 contains 18548 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 56922 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9606 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 32784 members 
Mstep: Class 30 contains 102797 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983848.000000 Penalty: 102638.695312
Iteration 110Q: 32 clusters Score -7.798385e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9630 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 11906 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 6083 members 
Mstep: Class 8 contains 7015 members 
Mstep: Class 9 contains 1818 members 
Mstep: Class 10 contains 31874 members 
Mstep: Class 11 contains 71900 members 
Mstep: Class 12 contains 155849 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 7594 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2860 members 
Mstep: Class 21 contains 42975 members 
Mstep: Class 22 contains 18560 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 56918 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9607 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 32598 members 
Mstep: Class 30 contains 102767 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983744.000000 Penalty: 102638.695312
Iteration 111Q: 32 clusters Score -7.798374e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9630 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 11915 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 6086 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 1817 members 
Mstep: Class 10 contains 31871 members 
Mstep: Class 11 contains 71889 members 
Mstep: Class 12 contains 155857 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 7600 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2859 members 
Mstep: Class 21 contains 43152 members 
Mstep: Class 22 contains 18570 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 56911 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 32437 members 
Mstep: Class 30 contains 102738 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983768.000000 Penalty: 102638.695312
Iteration 112Q: 32 clusters Score -7.798377e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9630 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 11924 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 6091 members 
Mstep: Class 8 contains 7021 members 
Mstep: Class 9 contains 1813 members 
Mstep: Class 10 contains 31866 members 
Mstep: Class 11 contains 71886 members 
Mstep: Class 12 contains 155858 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 43341 members 
Mstep: Class 22 contains 18580 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 56906 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 32270 members 
Mstep: Class 30 contains 102705 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983720.000000 Penalty: 102638.695312
Iteration 113Q: 32 clusters Score -7.798372e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9630 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 11933 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 6103 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 31864 members 
Mstep: Class 11 contains 71886 members 
Mstep: Class 12 contains 155860 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 7617 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 43508 members 
Mstep: Class 22 contains 18592 members 
Mstep: Class 23 contains 2994 members 
Mstep: Class 24 contains 56898 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 32117 members 
Mstep: Class 30 contains 102668 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983736.000000 Penalty: 102638.695312
Iteration 114Q: 32 clusters Score -7.798374e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 11937 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 7025 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 31862 members 
Mstep: Class 11 contains 71882 members 
Mstep: Class 12 contains 155865 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2933 members 
Mstep: Class 16 contains 7624 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 43684 members 
Mstep: Class 22 contains 18610 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 56895 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31941 members 
Mstep: Class 30 contains 102637 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983720.000000 Penalty: 102638.695312
Iteration 115Q: 32 clusters Score -7.798372e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 11945 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 7024 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 31861 members 
Mstep: Class 11 contains 71876 members 
Mstep: Class 12 contains 155865 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2937 members 
Mstep: Class 16 contains 7626 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 43865 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 56891 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9614 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31782 members 
Mstep: Class 30 contains 102612 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983800.000000 Penalty: 102638.695312
Iteration 116Q: 32 clusters Score -7.79838e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2345 members 
Mstep: Class 5 contains 11959 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 31859 members 
Mstep: Class 11 contains 71869 members 
Mstep: Class 12 contains 155870 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2941 members 
Mstep: Class 16 contains 7629 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44029 members 
Mstep: Class 22 contains 18633 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 56893 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31626 members 
Mstep: Class 30 contains 102587 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983808.000000 Penalty: 102638.695312
Iteration 117Q: 32 clusters Score -7.798381e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2344 members 
Mstep: Class 5 contains 11982 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 7024 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71858 members 
Mstep: Class 12 contains 155876 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2941 members 
Mstep: Class 16 contains 7628 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44188 members 
Mstep: Class 22 contains 18648 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 56897 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31479 members 
Mstep: Class 30 contains 102560 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983840.000000 Penalty: 102638.695312
Iteration 118Q: 32 clusters Score -7.798384e+07 nChanged 297
Entering ConstructFrom: 
Score: -77983840.000000 Penalty: 102638.695312
Entering ConstructFrom: 
Trying to split cluster 1 (7631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Entering Unmasked Estep 
Score: -924540.375000 Penalty: 2217.113525
	Iteration 0F: 2 clusters Score -924540.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -918362.375000 Penalty: 4434.227051
	Iteration 0F: 3 clusters Score -918362.4 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -920038.437500 Penalty: 4434.227051
	Iteration 1F: 3 clusters Score -920038.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -920327.750000 Penalty: 4434.227051
	Iteration 2F: 3 clusters Score -920327.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -920528.312500 Penalty: 4434.227051
	Iteration 3F: 3 clusters Score -920528.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -920694.437500 Penalty: 4434.227051
	Iteration 4Q: 3 clusters Score -920694.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -920861.250000 Penalty: 4434.227051
	Iteration 5Q: 3 clusters Score -920861.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -921050.375000 Penalty: 4434.227051
	Iteration 6Q: 3 clusters Score -921050.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -921252.062500 Penalty: 4434.227051
	Iteration 7Q: 3 clusters Score -921252.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -921448.875000 Penalty: 4434.227051
	Iteration 8Q: 3 clusters Score -921448.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -921629.750000 Penalty: 4434.227051
	Iteration 9Q: 3 clusters Score -921629.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -921833.437500 Penalty: 4434.227051
	Iteration 10Q: 3 clusters Score -921833.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -921996.437500 Penalty: 4434.227051
	Iteration 11Q: 3 clusters Score -921996.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -922121.562500 Penalty: 4434.227051
	Iteration 12Q: 3 clusters Score -922121.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -922225.187500 Penalty: 4434.227051
	Iteration 13Q: 3 clusters Score -922225.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -922304.437500 Penalty: 4434.227051
	Iteration 14Q: 3 clusters Score -922304.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -922367.875000 Penalty: 4434.227051
	Iteration 15Q: 3 clusters Score -922367.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -922434.437500 Penalty: 4434.227051
	Iteration 16Q: 3 clusters Score -922434.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -922479.875000 Penalty: 4434.227051
	Iteration 17Q: 3 clusters Score -922479.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -922512.437500 Penalty: 4434.227051
	Iteration 18Q: 3 clusters Score -922512.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -922544.187500 Penalty: 4434.227051
	Iteration 19Q: 3 clusters Score -922544.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -922576.062500 Penalty: 4434.227051
	Iteration 20F: 3 clusters Score -922576.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -922601.437500 Penalty: 4434.227051
	Iteration 21Q: 3 clusters Score -922601.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -922629.437500 Penalty: 4434.227051
	Iteration 22Q: 3 clusters Score -922629.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -922648.812500 Penalty: 4434.227051
	Iteration 23Q: 3 clusters Score -922648.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -922662.562500 Penalty: 4434.227051
	Iteration 24Q: 3 clusters Score -922662.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -922671.625000 Penalty: 4434.227051
	Iteration 25Q: 3 clusters Score -922671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -922678.187500 Penalty: 4434.227051
	Iteration 26Q: 3 clusters Score -922678.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -922686.500000 Penalty: 4434.227051
	Iteration 27Q: 3 clusters Score -922686.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -922691.500000 Penalty: 4434.227051
	Iteration 28Q: 3 clusters Score -922691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -922693.187500 Penalty: 4434.227051
	Iteration 29Q: 3 clusters Score -922693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -922694.125000 Penalty: 4434.227051
	Iteration 30Q: 3 clusters Score -922694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -922694.187500 Penalty: 4434.227051
	Iteration 31Q: 3 clusters Score -922694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -922695.937500 Penalty: 4434.227051
	Iteration 32Q: 3 clusters Score -922695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -922697.562500 Penalty: 4434.227051
	Iteration 33Q: 3 clusters Score -922697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -922703.437500 Penalty: 4434.227051
	Iteration 34Q: 3 clusters Score -922703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -922708.562500 Penalty: 4434.227051
	Iteration 35Q: 3 clusters Score -922708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -922710.687500 Penalty: 4434.227051
	Iteration 36Q: 3 clusters Score -922710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -922713.687500 Penalty: 4434.227051
	Iteration 37Q: 3 clusters Score -922713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -922715.937500 Penalty: 4434.227051
	Iteration 38Q: 3 clusters Score -922715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -922718.687500 Penalty: 4434.227051
	Iteration 39Q: 3 clusters Score -922718.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -922719.937500 Penalty: 4434.227051
	Iteration 40F: 3 clusters Score -922719.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -126842.390625 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -126842.4 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 493 members 
Entering Unmasked Estep 
Score: -124883.632812 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -124883.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -125277.656250 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -125277.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125462.429688 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -125462.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125645.843750 Penalty: 3452.332520
	Iteration 3F: 3 clusters Score -125645.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -125872.562500 Penalty: 3452.332520
	Iteration 4F: 3 clusters Score -125872.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -125995.812500 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -125995.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -126072.437500 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -126072.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -126177.046875 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -126177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -126278.335938 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -126278.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -126375.937500 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -126375.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -126474.703125 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -126474.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -126608.296875 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -126608.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126776.718750 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -126776.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -126812.921875 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -126812.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -126844.875000 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -126844.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -126878.968750 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -126879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126910.593750 Penalty: 3452.332520
	Iteration 16Q: 3 clusters Score -126910.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -126930.578125 Penalty: 3452.332520
	Iteration 17Q: 3 clusters Score -126930.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126947.453125 Penalty: 3452.332520
	Iteration 18Q: 3 clusters Score -126947.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -126955.164062 Penalty: 3452.332520
	Iteration 19Q: 3 clusters Score -126955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -126959.046875 Penalty: 3452.332520
	Iteration 20F: 3 clusters Score -126959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -126963.132812 Penalty: 3452.332520
	Iteration 21Q: 3 clusters Score -126963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126964.515625 Penalty: 3452.332520
	Iteration 22Q: 3 clusters Score -126964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -126966.820312 Penalty: 3452.332520
	Iteration 23Q: 3 clusters Score -126966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126974.726562 Penalty: 3452.332520
	Iteration 24Q: 3 clusters Score -126974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -126987.960938 Penalty: 3452.332520
	Iteration 25Q: 3 clusters Score -126988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -126993.234375 Penalty: 3452.332520
	Iteration 26Q: 3 clusters Score -126993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126998.617188 Penalty: 3452.332520
	Iteration 27Q: 3 clusters Score -126998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127004.593750 Penalty: 3452.332520
	Iteration 28Q: 3 clusters Score -127004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127013.117188 Penalty: 3452.332520
	Iteration 29Q: 3 clusters Score -127013.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127022.921875 Penalty: 3452.332520
	Iteration 30Q: 3 clusters Score -127022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127029.234375 Penalty: 3452.332520
	Iteration 31Q: 3 clusters Score -127029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127036.406250 Penalty: 3452.332520
	Iteration 32Q: 3 clusters Score -127036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -127045.765625 Penalty: 3452.332520
	Iteration 33Q: 3 clusters Score -127045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127058.562500 Penalty: 3452.332520
	Iteration 34Q: 3 clusters Score -127058.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127075.609375 Penalty: 3452.332520
	Iteration 35Q: 3 clusters Score -127075.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -127092.945312 Penalty: 3452.332520
	Iteration 36Q: 3 clusters Score -127092.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127116.984375 Penalty: 3452.332520
	Iteration 37Q: 3 clusters Score -127117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127131.734375 Penalty: 3452.332520
	Iteration 38Q: 3 clusters Score -127131.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127152.070312 Penalty: 3452.332520
	Iteration 39Q: 3 clusters Score -127152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -127171.671875 Penalty: 3452.332520
	Iteration 40F: 3 clusters Score -127171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -127176.289062 Penalty: 3452.332520
	Iteration 41Q: 3 clusters Score -127176.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -127176.289062 Penalty: 3452.332520
	Iteration 42F: 3 clusters Score -127176.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 11997 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71847 members 
Mstep: Class 12 contains 155883 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44359 members 
Mstep: Class 22 contains 18666 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 56889 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31321 members 
Mstep: Class 30 contains 102536 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 620 members 
Entering Unmasked Estep 
Score: -77982848.000000 Penalty: 105949.625000
Splitting cluster 2 changes total score from -77983840.000000 to -77982848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Entering Unmasked Estep 
Score: -1240189.375000 Penalty: 2274.840088
	Iteration 0F: 2 clusters Score -1240189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1232797.625000 Penalty: 4549.680176
	Iteration 0F: 3 clusters Score -1232798 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1235084.875000 Penalty: 4549.680176
	Iteration 1F: 3 clusters Score -1235085 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1235596.500000 Penalty: 4549.680176
	Iteration 2F: 3 clusters Score -1235596 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1236057.750000 Penalty: 4549.680176
	Iteration 3F: 3 clusters Score -1236058 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1236491.375000 Penalty: 4549.680176
	Iteration 4F: 3 clusters Score -1236491 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1236880.250000 Penalty: 4549.680176
	Iteration 5F: 3 clusters Score -1236880 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1237182.250000 Penalty: 4549.680176
	Iteration 6F: 3 clusters Score -1237182 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1237403.250000 Penalty: 4549.680176
	Iteration 7Q: 3 clusters Score -1237403 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1237567.125000 Penalty: 4549.680176
	Iteration 8Q: 3 clusters Score -1237567 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1237674.375000 Penalty: 4549.680176
	Iteration 9Q: 3 clusters Score -1237674 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1237745.625000 Penalty: 4549.680176
	Iteration 10Q: 3 clusters Score -1237746 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1237802.125000 Penalty: 4549.680176
	Iteration 11Q: 3 clusters Score -1237802 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1237848.875000 Penalty: 4549.680176
	Iteration 12Q: 3 clusters Score -1237849 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1237884.250000 Penalty: 4549.680176
	Iteration 13Q: 3 clusters Score -1237884 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1237907.875000 Penalty: 4549.680176
	Iteration 14Q: 3 clusters Score -1237908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1237934.875000 Penalty: 4549.680176
	Iteration 15Q: 3 clusters Score -1237935 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1237957.875000 Penalty: 4549.680176
	Iteration 16Q: 3 clusters Score -1237958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1237974.875000 Penalty: 4549.680176
	Iteration 17Q: 3 clusters Score -1237975 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1238001.375000 Penalty: 4549.680176
	Iteration 18Q: 3 clusters Score -1238001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1238025.250000 Penalty: 4549.680176
	Iteration 19Q: 3 clusters Score -1238025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1238040.750000 Penalty: 4549.680176
	Iteration 20F: 3 clusters Score -1238041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1238056.000000 Penalty: 4549.680176
	Iteration 21Q: 3 clusters Score -1238056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1238072.625000 Penalty: 4549.680176
	Iteration 22Q: 3 clusters Score -1238073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1238086.375000 Penalty: 4549.680176
	Iteration 23Q: 3 clusters Score -1238086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1238098.625000 Penalty: 4549.680176
	Iteration 24Q: 3 clusters Score -1238099 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1238122.375000 Penalty: 4549.680176
	Iteration 25Q: 3 clusters Score -1238122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1238145.250000 Penalty: 4549.680176
	Iteration 26Q: 3 clusters Score -1238145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1238157.375000 Penalty: 4549.680176
	Iteration 27Q: 3 clusters Score -1238157 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1238182.750000 Penalty: 4549.680176
	Iteration 28Q: 3 clusters Score -1238183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1238207.125000 Penalty: 4549.680176
	Iteration 29Q: 3 clusters Score -1238207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1238234.125000 Penalty: 4549.680176
	Iteration 30Q: 3 clusters Score -1238234 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1238262.000000 Penalty: 4549.680176
	Iteration 31Q: 3 clusters Score -1238262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1238294.500000 Penalty: 4549.680176
	Iteration 32Q: 3 clusters Score -1238294 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1238328.000000 Penalty: 4549.680176
	Iteration 33Q: 3 clusters Score -1238328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1238351.250000 Penalty: 4549.680176
	Iteration 34Q: 3 clusters Score -1238351 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1238377.500000 Penalty: 4549.680176
	Iteration 35Q: 3 clusters Score -1238378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1238406.125000 Penalty: 4549.680176
	Iteration 36Q: 3 clusters Score -1238406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1238428.000000 Penalty: 4549.680176
	Iteration 37Q: 3 clusters Score -1238428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1238454.375000 Penalty: 4549.680176
	Iteration 38Q: 3 clusters Score -1238454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1238477.125000 Penalty: 4549.680176
	Iteration 39Q: 3 clusters Score -1238477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1238494.375000 Penalty: 4549.680176
	Iteration 40F: 3 clusters Score -1238494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1238504.125000 Penalty: 4549.680176
	Iteration 41Q: 3 clusters Score -1238504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1238521.250000 Penalty: 4549.680176
	Iteration 42Q: 3 clusters Score -1238521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1238528.750000 Penalty: 4549.680176
	Iteration 43Q: 3 clusters Score -1238529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1238535.125000 Penalty: 4549.680176
	Iteration 44Q: 3 clusters Score -1238535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1238540.000000 Penalty: 4549.680176
	Iteration 45Q: 3 clusters Score -1238540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1238545.375000 Penalty: 4549.680176
	Iteration 46Q: 3 clusters Score -1238545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1238548.750000 Penalty: 4549.680176
	Iteration 47Q: 3 clusters Score -1238549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1238554.250000 Penalty: 4549.680176
	Iteration 48Q: 3 clusters Score -1238554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1238559.500000 Penalty: 4549.680176
	Iteration 49Q: 3 clusters Score -1238560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1238564.000000 Penalty: 4549.680176
	Iteration 50Q: 3 clusters Score -1238564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1238567.375000 Penalty: 4549.680176
	Iteration 51Q: 3 clusters Score -1238567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1238572.125000 Penalty: 4549.680176
	Iteration 52Q: 3 clusters Score -1238572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1238573.625000 Penalty: 4549.680176
	Iteration 53Q: 3 clusters Score -1238574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1238575.000000 Penalty: 4549.680176
	Iteration 54Q: 3 clusters Score -1238575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1238580.375000 Penalty: 4549.680176
	Iteration 55Q: 3 clusters Score -1238580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1238585.750000 Penalty: 4549.680176
	Iteration 56Q: 3 clusters Score -1238586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1238591.625000 Penalty: 4549.680176
	Iteration 57Q: 3 clusters Score -1238592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1238591.875000 Penalty: 4549.680176
	Iteration 58Q: 3 clusters Score -1238592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1238594.250000 Penalty: 4549.680176
	Iteration 59Q: 3 clusters Score -1238594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1238597.000000 Penalty: 4549.680176
	Iteration 60F: 3 clusters Score -1238597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1238598.625000 Penalty: 4549.680176
	Iteration 61Q: 3 clusters Score -1238599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1238601.750000 Penalty: 4549.680176
	Iteration 62Q: 3 clusters Score -1238602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1238608.125000 Penalty: 4549.680176
	Iteration 63Q: 3 clusters Score -1238608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1238614.625000 Penalty: 4549.680176
	Iteration 64Q: 3 clusters Score -1238615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1238618.875000 Penalty: 4549.680176
	Iteration 65Q: 3 clusters Score -1238619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1238629.125000 Penalty: 4549.680176
	Iteration 66Q: 3 clusters Score -1238629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1238633.875000 Penalty: 4549.680176
	Iteration 67Q: 3 clusters Score -1238634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1238637.250000 Penalty: 4549.680176
	Iteration 68Q: 3 clusters Score -1238637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1238639.625000 Penalty: 4549.680176
	Iteration 69Q: 3 clusters Score -1238640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1238643.875000 Penalty: 4549.680176
	Iteration 70Q: 3 clusters Score -1238644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1238647.125000 Penalty: 4549.680176
	Iteration 71Q: 3 clusters Score -1238647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1238651.125000 Penalty: 4549.680176
	Iteration 72Q: 3 clusters Score -1238651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1238650.875000 Penalty: 4549.680176
	Iteration 73Q: 3 clusters Score -1238651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1238658.375000 Penalty: 4549.680176
	Iteration 74Q: 3 clusters Score -1238658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1238660.750000 Penalty: 4549.680176
	Iteration 75Q: 3 clusters Score -1238661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1238667.125000 Penalty: 4549.680176
	Iteration 76Q: 3 clusters Score -1238667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1238676.500000 Penalty: 4549.680176
	Iteration 77Q: 3 clusters Score -1238676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1238684.250000 Penalty: 4549.680176
	Iteration 78Q: 3 clusters Score -1238684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1238689.375000 Penalty: 4549.680176
	Iteration 79Q: 3 clusters Score -1238689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1238696.875000 Penalty: 4549.680176
	Iteration 80F: 3 clusters Score -1238697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1238697.750000 Penalty: 4549.680176
	Iteration 81Q: 3 clusters Score -1238698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1238702.625000 Penalty: 4549.680176
	Iteration 82Q: 3 clusters Score -1238703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1238705.625000 Penalty: 4549.680176
	Iteration 83Q: 3 clusters Score -1238706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1238710.500000 Penalty: 4549.680176
	Iteration 84Q: 3 clusters Score -1238710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1238717.250000 Penalty: 4549.680176
	Iteration 85Q: 3 clusters Score -1238717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1238726.750000 Penalty: 4549.680176
	Iteration 86Q: 3 clusters Score -1238727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1238730.500000 Penalty: 4549.680176
	Iteration 87Q: 3 clusters Score -1238730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1238740.250000 Penalty: 4549.680176
	Iteration 88Q: 3 clusters Score -1238740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1238748.625000 Penalty: 4549.680176
	Iteration 89Q: 3 clusters Score -1238749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1238755.000000 Penalty: 4549.680176
	Iteration 90Q: 3 clusters Score -1238755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1238759.000000 Penalty: 4549.680176
	Iteration 91Q: 3 clusters Score -1238759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1238769.750000 Penalty: 4549.680176
	Iteration 92Q: 3 clusters Score -1238770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1238778.250000 Penalty: 4549.680176
	Iteration 93Q: 3 clusters Score -1238778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1238799.750000 Penalty: 4549.680176
	Iteration 94Q: 3 clusters Score -1238800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1238823.500000 Penalty: 4549.680176
	Iteration 95Q: 3 clusters Score -1238824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1238837.125000 Penalty: 4549.680176
	Iteration 96Q: 3 clusters Score -1238837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1238847.125000 Penalty: 4549.680176
	Iteration 97Q: 3 clusters Score -1238847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1238857.750000 Penalty: 4549.680176
	Iteration 98Q: 3 clusters Score -1238858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1238869.500000 Penalty: 4549.680176
	Iteration 99Q: 3 clusters Score -1238870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1238877.750000 Penalty: 4549.680176
	Iteration 100F: 3 clusters Score -1238878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1238887.625000 Penalty: 4549.680176
	Iteration 101Q: 3 clusters Score -1238888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1238893.875000 Penalty: 4549.680176
	Iteration 102Q: 3 clusters Score -1238894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1238905.500000 Penalty: 4549.680176
	Iteration 103Q: 3 clusters Score -1238906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1238906.125000 Penalty: 4549.680176
	Iteration 104Q: 3 clusters Score -1238906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1238911.250000 Penalty: 4549.680176
	Iteration 105Q: 3 clusters Score -1238911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1238913.750000 Penalty: 4549.680176
	Iteration 106Q: 3 clusters Score -1238914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1238916.500000 Penalty: 4549.680176
	Iteration 107Q: 3 clusters Score -1238916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1238913.625000 Penalty: 4549.680176
	Iteration 108Q: 3 clusters Score -1238914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1238914.750000 Penalty: 4549.680176
	Iteration 109Q: 3 clusters Score -1238915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1238915.125000 Penalty: 4549.680176
	Iteration 110Q: 3 clusters Score -1238915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1238917.125000 Penalty: 4549.680176
	Iteration 111Q: 3 clusters Score -1238917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1238916.500000 Penalty: 4549.680176
	Iteration 112Q: 3 clusters Score -1238916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1238921.125000 Penalty: 4549.680176
	Iteration 113Q: 3 clusters Score -1238921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1238920.875000 Penalty: 4549.680176
	Iteration 114Q: 3 clusters Score -1238921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1238924.625000 Penalty: 4549.680176
	Iteration 115Q: 3 clusters Score -1238925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1238928.500000 Penalty: 4549.680176
	Iteration 116Q: 3 clusters Score -1238928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1238930.000000 Penalty: 4549.680176
	Iteration 117Q: 3 clusters Score -1238930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1238931.625000 Penalty: 4549.680176
	Iteration 118Q: 3 clusters Score -1238932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1238931.500000 Penalty: 4549.680176
	Iteration 119Q: 3 clusters Score -1238932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1238933.125000 Penalty: 4549.680176
	Iteration 120F: 3 clusters Score -1238933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1238933.125000 Penalty: 4549.680176
	Iteration 121Q: 3 clusters Score -1238933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1238934.750000 Penalty: 4549.680176
	Iteration 122Q: 3 clusters Score -1238935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1238935.375000 Penalty: 4549.680176
	Iteration 123Q: 3 clusters Score -1238935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1238935.375000 Penalty: 4549.680176
	Iteration 124F: 3 clusters Score -1238935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -289765.437500 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -289765.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -286933.812500 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -286933.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287483.562500 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -287483.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287620.531250 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -287620.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -287692.187500 Penalty: 3849.403076
	Iteration 3Q: 3 clusters Score -287692.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287732.968750 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -287733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -287765.750000 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -287765.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -287794.656250 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -287794.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -287812.812500 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -287812.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -287827.562500 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -287827.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -287841.625000 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -287841.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -287853.625000 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -287853.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -287860.031250 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -287860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -287867.406250 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -287867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -287871.343750 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -287871.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -287874.468750 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -287874.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -287876.375000 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -287876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -287877.656250 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -287877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -287880.531250 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -287880.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -287881.656250 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -287881.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -287882.343750 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -287882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -287882.656250 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -287882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -287882.281250 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -287882.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -287883.281250 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -287883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -287885.656250 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -287885.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -287888.625000 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -287888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -287890.656250 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -287890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -287891.375000 Penalty: 3849.403076
	Iteration 26Q: 3 clusters Score -287891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -287892.343750 Penalty: 3849.403076
	Iteration 27Q: 3 clusters Score -287892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -287893.062500 Penalty: 3849.403076
	Iteration 28Q: 3 clusters Score -287893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -287894.156250 Penalty: 3849.403076
	Iteration 29Q: 3 clusters Score -287894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287895.093750 Penalty: 3849.403076
	Iteration 30Q: 3 clusters Score -287895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -287896.562500 Penalty: 3849.403076
	Iteration 31Q: 3 clusters Score -287896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -287897.531250 Penalty: 3849.403076
	Iteration 32Q: 3 clusters Score -287897.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -287899.593750 Penalty: 3849.403076
	Iteration 33Q: 3 clusters Score -287899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -287901.281250 Penalty: 3849.403076
	Iteration 34Q: 3 clusters Score -287901.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -287902.281250 Penalty: 3849.403076
	Iteration 35Q: 3 clusters Score -287902.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -287902.281250 Penalty: 3849.403076
	Iteration 36F: 3 clusters Score -287902.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Entering Unmasked Estep 
Score: -1436287.875000 Penalty: 2329.318115
	Iteration 0F: 2 clusters Score -1436288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1427262.500000 Penalty: 4658.636230
	Iteration 0F: 3 clusters Score -1427262 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1429974.125000 Penalty: 4658.636230
	Iteration 1F: 3 clusters Score -1429974 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1430326.750000 Penalty: 4658.636230
	Iteration 2F: 3 clusters Score -1430327 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1430569.875000 Penalty: 4658.636230
	Iteration 3F: 3 clusters Score -1430570 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1430753.125000 Penalty: 4658.636230
	Iteration 4Q: 3 clusters Score -1430753 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1430916.125000 Penalty: 4658.636230
	Iteration 5Q: 3 clusters Score -1430916 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1431064.000000 Penalty: 4658.636230
	Iteration 6Q: 3 clusters Score -1431064 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1431198.500000 Penalty: 4658.636230
	Iteration 7Q: 3 clusters Score -1431198 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1431344.000000 Penalty: 4658.636230
	Iteration 8Q: 3 clusters Score -1431344 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1431520.625000 Penalty: 4658.636230
	Iteration 9Q: 3 clusters Score -1431521 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1431709.875000 Penalty: 4658.636230
	Iteration 10Q: 3 clusters Score -1431710 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1431904.875000 Penalty: 4658.636230
	Iteration 11Q: 3 clusters Score -1431905 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1432132.375000 Penalty: 4658.636230
	Iteration 12Q: 3 clusters Score -1432132 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1432347.500000 Penalty: 4658.636230
	Iteration 13Q: 3 clusters Score -1432348 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1432580.875000 Penalty: 4658.636230
	Iteration 14Q: 3 clusters Score -1432581 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1432838.500000 Penalty: 4658.636230
	Iteration 15Q: 3 clusters Score -1432838 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1433095.750000 Penalty: 4658.636230
	Iteration 16Q: 3 clusters Score -1433096 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1433340.625000 Penalty: 4658.636230
	Iteration 17Q: 3 clusters Score -1433341 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1433558.250000 Penalty: 4658.636230
	Iteration 18Q: 3 clusters Score -1433558 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1433735.750000 Penalty: 4658.636230
	Iteration 19Q: 3 clusters Score -1433736 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1433875.875000 Penalty: 4658.636230
	Iteration 20F: 3 clusters Score -1433876 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1434012.750000 Penalty: 4658.636230
	Iteration 21Q: 3 clusters Score -1434013 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1434117.375000 Penalty: 4658.636230
	Iteration 22Q: 3 clusters Score -1434117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1434196.375000 Penalty: 4658.636230
	Iteration 23Q: 3 clusters Score -1434196 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1434260.250000 Penalty: 4658.636230
	Iteration 24Q: 3 clusters Score -1434260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1434309.500000 Penalty: 4658.636230
	Iteration 25Q: 3 clusters Score -1434310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1434357.500000 Penalty: 4658.636230
	Iteration 26Q: 3 clusters Score -1434358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1434386.000000 Penalty: 4658.636230
	Iteration 27Q: 3 clusters Score -1434386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1434402.750000 Penalty: 4658.636230
	Iteration 28Q: 3 clusters Score -1434403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1434405.375000 Penalty: 4658.636230
	Iteration 29Q: 3 clusters Score -1434405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1434412.250000 Penalty: 4658.636230
	Iteration 30Q: 3 clusters Score -1434412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1434415.875000 Penalty: 4658.636230
	Iteration 31Q: 3 clusters Score -1434416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1434421.125000 Penalty: 4658.636230
	Iteration 32Q: 3 clusters Score -1434421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1434423.625000 Penalty: 4658.636230
	Iteration 33Q: 3 clusters Score -1434424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1434426.000000 Penalty: 4658.636230
	Iteration 34Q: 3 clusters Score -1434426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1434426.125000 Penalty: 4658.636230
	Iteration 35Q: 3 clusters Score -1434426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1434426.500000 Penalty: 4658.636230
	Iteration 36Q: 3 clusters Score -1434426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1434426.500000 Penalty: 4658.636230
	Iteration 37F: 3 clusters Score -1434426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -133093.906250 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -133093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -130993.968750 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -130994 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -131515.781250 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -131515.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131764.531250 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -131764.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131946.203125 Penalty: 3538.114746
	Iteration 3F: 3 clusters Score -131946.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132127.937500 Penalty: 3538.114746
	Iteration 4F: 3 clusters Score -132127.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132248.765625 Penalty: 3538.114746
	Iteration 5F: 3 clusters Score -132248.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132365.656250 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -132365.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132426.187500 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -132426.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132469.625000 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -132469.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -132493.750000 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -132493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -132502.609375 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -132502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132505.046875 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -132505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -132506.531250 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -132506.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -132506.531250 Penalty: 3538.114746
	Iteration 13F: 3 clusters Score -132506.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -795637.937500 Penalty: 2162.755127
	Iteration 0F: 2 clusters Score -795637.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -790365.437500 Penalty: 4325.510254
	Iteration 0F: 3 clusters Score -790365.4 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -791738.187500 Penalty: 4325.510254
	Iteration 1F: 3 clusters Score -791738.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -792104.437500 Penalty: 4325.510254
	Iteration 2F: 3 clusters Score -792104.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -792380.812500 Penalty: 4325.510254
	Iteration 3F: 3 clusters Score -792380.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -792602.562500 Penalty: 4325.510254
	Iteration 4F: 3 clusters Score -792602.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -792877.750000 Penalty: 4325.510254
	Iteration 5F: 3 clusters Score -792877.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -793215.437500 Penalty: 4325.510254
	Iteration 6F: 3 clusters Score -793215.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -793514.500000 Penalty: 4325.510254
	Iteration 7F: 3 clusters Score -793514.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -793757.312500 Penalty: 4325.510254
	Iteration 8F: 3 clusters Score -793757.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -793946.000000 Penalty: 4325.510254
	Iteration 9Q: 3 clusters Score -793946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -794088.375000 Penalty: 4325.510254
	Iteration 10Q: 3 clusters Score -794088.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -794202.312500 Penalty: 4325.510254
	Iteration 11Q: 3 clusters Score -794202.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -794295.062500 Penalty: 4325.510254
	Iteration 12Q: 3 clusters Score -794295.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -794361.000000 Penalty: 4325.510254
	Iteration 13Q: 3 clusters Score -794361 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -794423.312500 Penalty: 4325.510254
	Iteration 14Q: 3 clusters Score -794423.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -794490.937500 Penalty: 4325.510254
	Iteration 15Q: 3 clusters Score -794490.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -794536.687500 Penalty: 4325.510254
	Iteration 16Q: 3 clusters Score -794536.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -794578.125000 Penalty: 4325.510254
	Iteration 17Q: 3 clusters Score -794578.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -794618.375000 Penalty: 4325.510254
	Iteration 18Q: 3 clusters Score -794618.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -794650.625000 Penalty: 4325.510254
	Iteration 19Q: 3 clusters Score -794650.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -794683.312500 Penalty: 4325.510254
	Iteration 20F: 3 clusters Score -794683.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -794710.750000 Penalty: 4325.510254
	Iteration 21Q: 3 clusters Score -794710.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -794729.437500 Penalty: 4325.510254
	Iteration 22Q: 3 clusters Score -794729.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -794743.875000 Penalty: 4325.510254
	Iteration 23Q: 3 clusters Score -794743.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -794756.000000 Penalty: 4325.510254
	Iteration 24Q: 3 clusters Score -794756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -794764.000000 Penalty: 4325.510254
	Iteration 25Q: 3 clusters Score -794764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -794772.937500 Penalty: 4325.510254
	Iteration 26Q: 3 clusters Score -794772.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -794777.812500 Penalty: 4325.510254
	Iteration 27Q: 3 clusters Score -794777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -794781.875000 Penalty: 4325.510254
	Iteration 28Q: 3 clusters Score -794781.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -794785.937500 Penalty: 4325.510254
	Iteration 29Q: 3 clusters Score -794785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -794790.875000 Penalty: 4325.510254
	Iteration 30Q: 3 clusters Score -794790.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -794795.375000 Penalty: 4325.510254
	Iteration 31Q: 3 clusters Score -794795.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -794796.562500 Penalty: 4325.510254
	Iteration 32Q: 3 clusters Score -794796.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -794799.625000 Penalty: 4325.510254
	Iteration 33Q: 3 clusters Score -794799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -794805.125000 Penalty: 4325.510254
	Iteration 34Q: 3 clusters Score -794805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -794811.125000 Penalty: 4325.510254
	Iteration 35Q: 3 clusters Score -794811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -794813.062500 Penalty: 4325.510254
	Iteration 36Q: 3 clusters Score -794813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -794817.500000 Penalty: 4325.510254
	Iteration 37Q: 3 clusters Score -794817.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -794819.250000 Penalty: 4325.510254
	Iteration 38Q: 3 clusters Score -794819.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -794825.312500 Penalty: 4325.510254
	Iteration 39Q: 3 clusters Score -794825.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -794828.750000 Penalty: 4325.510254
	Iteration 40F: 3 clusters Score -794828.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -794834.625000 Penalty: 4325.510254
	Iteration 41Q: 3 clusters Score -794834.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -794838.312500 Penalty: 4325.510254
	Iteration 42Q: 3 clusters Score -794838.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -794845.062500 Penalty: 4325.510254
	Iteration 43Q: 3 clusters Score -794845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -794849.000000 Penalty: 4325.510254
	Iteration 44Q: 3 clusters Score -794849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -794850.125000 Penalty: 4325.510254
	Iteration 45Q: 3 clusters Score -794850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -794851.500000 Penalty: 4325.510254
	Iteration 46Q: 3 clusters Score -794851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -794853.250000 Penalty: 4325.510254
	Iteration 47Q: 3 clusters Score -794853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -794853.312500 Penalty: 4325.510254
	Iteration 48Q: 3 clusters Score -794853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -794856.937500 Penalty: 4325.510254
	Iteration 49Q: 3 clusters Score -794856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -794856.500000 Penalty: 4325.510254
	Iteration 50Q: 3 clusters Score -794856.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -794856.875000 Penalty: 4325.510254
	Iteration 51Q: 3 clusters Score -794856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -794858.000000 Penalty: 4325.510254
	Iteration 52Q: 3 clusters Score -794858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -794858.562500 Penalty: 4325.510254
	Iteration 53Q: 3 clusters Score -794858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -794860.125000 Penalty: 4325.510254
	Iteration 54Q: 3 clusters Score -794860.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -794860.125000 Penalty: 4325.510254
	Iteration 55F: 3 clusters Score -794860.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Entering Unmasked Estep 
Score: -832502.937500 Penalty: 2196.522705
	Iteration 0F: 2 clusters Score -832502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -826719.125000 Penalty: 4393.045410
	Iteration 0F: 3 clusters Score -826719.1 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -828565.437500 Penalty: 4393.045410
	Iteration 1F: 3 clusters Score -828565.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -829274.312500 Penalty: 4393.045410
	Iteration 2F: 3 clusters Score -829274.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -829970.875000 Penalty: 4393.045410
	Iteration 3F: 3 clusters Score -829970.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -830602.750000 Penalty: 4393.045410
	Iteration 4F: 3 clusters Score -830602.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -831007.625000 Penalty: 4393.045410
	Iteration 5F: 3 clusters Score -831007.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -831271.437500 Penalty: 4393.045410
	Iteration 6F: 3 clusters Score -831271.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -831441.937500 Penalty: 4393.045410
	Iteration 7Q: 3 clusters Score -831441.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -831555.187500 Penalty: 4393.045410
	Iteration 8Q: 3 clusters Score -831555.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -831629.437500 Penalty: 4393.045410
	Iteration 9Q: 3 clusters Score -831629.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -831685.312500 Penalty: 4393.045410
	Iteration 10Q: 3 clusters Score -831685.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -831715.625000 Penalty: 4393.045410
	Iteration 11Q: 3 clusters Score -831715.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -831740.187500 Penalty: 4393.045410
	Iteration 12Q: 3 clusters Score -831740.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -831751.250000 Penalty: 4393.045410
	Iteration 13Q: 3 clusters Score -831751.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -831761.437500 Penalty: 4393.045410
	Iteration 14Q: 3 clusters Score -831761.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -831768.250000 Penalty: 4393.045410
	Iteration 15Q: 3 clusters Score -831768.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -831772.437500 Penalty: 4393.045410
	Iteration 16Q: 3 clusters Score -831772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -831780.500000 Penalty: 4393.045410
	Iteration 17Q: 3 clusters Score -831780.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -831787.375000 Penalty: 4393.045410
	Iteration 18Q: 3 clusters Score -831787.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -831791.312500 Penalty: 4393.045410
	Iteration 19Q: 3 clusters Score -831791.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -831795.437500 Penalty: 4393.045410
	Iteration 20F: 3 clusters Score -831795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -831796.625000 Penalty: 4393.045410
	Iteration 21Q: 3 clusters Score -831796.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -831800.000000 Penalty: 4393.045410
	Iteration 22Q: 3 clusters Score -831800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -831799.250000 Penalty: 4393.045410
	Iteration 23Q: 3 clusters Score -831799.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -831800.812500 Penalty: 4393.045410
	Iteration 24Q: 3 clusters Score -831800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -831802.000000 Penalty: 4393.045410
	Iteration 25Q: 3 clusters Score -831802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -831803.062500 Penalty: 4393.045410
	Iteration 26Q: 3 clusters Score -831803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -831802.500000 Penalty: 4393.045410
	Iteration 27Q: 3 clusters Score -831802.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -831802.875000 Penalty: 4393.045410
	Iteration 28Q: 3 clusters Score -831802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -831805.125000 Penalty: 4393.045410
	Iteration 29Q: 3 clusters Score -831805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -831803.937500 Penalty: 4393.045410
	Iteration 30Q: 3 clusters Score -831803.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -831803.875000 Penalty: 4393.045410
	Iteration 31Q: 3 clusters Score -831803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -831803.875000 Penalty: 4393.045410
	Iteration 32F: 3 clusters Score -831803.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -209208.171875 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -209208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -206680.296875 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -206680.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -207216.921875 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -207216.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -207444.171875 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -207444.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -207625.015625 Penalty: 3717.513184
	Iteration 3F: 3 clusters Score -207625 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -207797.984375 Penalty: 3717.513184
	Iteration 4F: 3 clusters Score -207798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -207919.453125 Penalty: 3717.513184
	Iteration 5F: 3 clusters Score -207919.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -208000.093750 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -208000.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -208077.765625 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -208077.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -208140.250000 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -208140.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -208189.312500 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -208189.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -208220.890625 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -208220.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -208242.375000 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -208242.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -208258.953125 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -208259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -208281.093750 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -208281.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -208304.984375 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -208305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -208324.265625 Penalty: 3717.513184
	Iteration 15Q: 3 clusters Score -208324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -208337.375000 Penalty: 3717.513184
	Iteration 16Q: 3 clusters Score -208337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -208344.781250 Penalty: 3717.513184
	Iteration 17Q: 3 clusters Score -208344.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -208352.781250 Penalty: 3717.513184
	Iteration 18Q: 3 clusters Score -208352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -208356.562500 Penalty: 3717.513184
	Iteration 19Q: 3 clusters Score -208356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -208361.812500 Penalty: 3717.513184
	Iteration 20F: 3 clusters Score -208361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -208366.156250 Penalty: 3717.513184
	Iteration 21Q: 3 clusters Score -208366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -208367.031250 Penalty: 3717.513184
	Iteration 22Q: 3 clusters Score -208367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -208368.453125 Penalty: 3717.513184
	Iteration 23Q: 3 clusters Score -208368.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -208370.359375 Penalty: 3717.513184
	Iteration 24Q: 3 clusters Score -208370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -208371.500000 Penalty: 3717.513184
	Iteration 25Q: 3 clusters Score -208371.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -208373.250000 Penalty: 3717.513184
	Iteration 26Q: 3 clusters Score -208373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -208377.578125 Penalty: 3717.513184
	Iteration 27Q: 3 clusters Score -208377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -208381.515625 Penalty: 3717.513184
	Iteration 28Q: 3 clusters Score -208381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -208384.843750 Penalty: 3717.513184
	Iteration 29Q: 3 clusters Score -208384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -208390.078125 Penalty: 3717.513184
	Iteration 30Q: 3 clusters Score -208390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -208393.828125 Penalty: 3717.513184
	Iteration 31Q: 3 clusters Score -208393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -208395.765625 Penalty: 3717.513184
	Iteration 32Q: 3 clusters Score -208395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -208398.093750 Penalty: 3717.513184
	Iteration 33Q: 3 clusters Score -208398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -208400.734375 Penalty: 3717.513184
	Iteration 34Q: 3 clusters Score -208400.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -208400.734375 Penalty: 3717.513184
	Iteration 35F: 3 clusters Score -208400.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Entering Unmasked Estep 
Score: -4063711.000000 Penalty: 2571.515137
	Iteration 0F: 2 clusters Score -4063711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4041906.500000 Penalty: 5143.030273
	Iteration 0F: 3 clusters Score -4041906 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -4049949.250000 Penalty: 5143.030273
	Iteration 1F: 3 clusters Score -4049949 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4050623.000000 Penalty: 5143.030273
	Iteration 2F: 3 clusters Score -4050623 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4051370.250000 Penalty: 5143.030273
	Iteration 3F: 3 clusters Score -4051370 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4052464.500000 Penalty: 5143.030273
	Iteration 4F: 3 clusters Score -4052464 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -4053726.000000 Penalty: 5143.030273
	Iteration 5F: 3 clusters Score -4053726 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4055214.250000 Penalty: 5143.030273
	Iteration 6F: 3 clusters Score -4055214 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4056848.250000 Penalty: 5143.030273
	Iteration 7F: 3 clusters Score -4056848 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4058464.000000 Penalty: 5143.030273
	Iteration 8F: 3 clusters Score -4058464 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4059741.250000 Penalty: 5143.030273
	Iteration 9Q: 3 clusters Score -4059741 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4060573.250000 Penalty: 5143.030273
	Iteration 10Q: 3 clusters Score -4060573 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4061028.500000 Penalty: 5143.030273
	Iteration 11Q: 3 clusters Score -4061028 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4061249.750000 Penalty: 5143.030273
	Iteration 12Q: 3 clusters Score -4061250 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4061367.000000 Penalty: 5143.030273
	Iteration 13Q: 3 clusters Score -4061367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4061428.250000 Penalty: 5143.030273
	Iteration 14Q: 3 clusters Score -4061428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4061460.000000 Penalty: 5143.030273
	Iteration 15Q: 3 clusters Score -4061460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4061486.750000 Penalty: 5143.030273
	Iteration 16Q: 3 clusters Score -4061487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4061509.250000 Penalty: 5143.030273
	Iteration 17Q: 3 clusters Score -4061509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4061517.500000 Penalty: 5143.030273
	Iteration 18Q: 3 clusters Score -4061518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4061518.500000 Penalty: 5143.030273
	Iteration 19Q: 3 clusters Score -4061518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4061521.750000 Penalty: 5143.030273
	Iteration 20F: 3 clusters Score -4061522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4061532.500000 Penalty: 5143.030273
	Iteration 21Q: 3 clusters Score -4061532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4061531.750000 Penalty: 5143.030273
	Iteration 22Q: 3 clusters Score -4061532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4061530.750000 Penalty: 5143.030273
	Iteration 23Q: 3 clusters Score -4061531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4061533.500000 Penalty: 5143.030273
	Iteration 24Q: 3 clusters Score -4061534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4061530.250000 Penalty: 5143.030273
	Iteration 25Q: 3 clusters Score -4061530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4061535.500000 Penalty: 5143.030273
	Iteration 26Q: 3 clusters Score -4061536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4061539.500000 Penalty: 5143.030273
	Iteration 27Q: 3 clusters Score -4061540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4061536.500000 Penalty: 5143.030273
	Iteration 28Q: 3 clusters Score -4061536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4061541.250000 Penalty: 5143.030273
	Iteration 29Q: 3 clusters Score -4061541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4061546.750000 Penalty: 5143.030273
	Iteration 30Q: 3 clusters Score -4061547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4061546.750000 Penalty: 5143.030273
	Iteration 31F: 3 clusters Score -4061547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Entering Unmasked Estep 
Score: -9231301.000000 Penalty: 2773.208984
	Iteration 0F: 2 clusters Score -9231301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -9182978.000000 Penalty: 5546.417969
	Iteration 0F: 3 clusters Score -9182978 nChanged 33884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -9202210.000000 Penalty: 5546.417969
	Iteration 1F: 3 clusters Score -9202210 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -9202896.000000 Penalty: 5546.417969
	Iteration 2Q: 3 clusters Score -9202896 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -9203617.000000 Penalty: 5546.417969
	Iteration 3Q: 3 clusters Score -9203617 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -9204497.000000 Penalty: 5546.417969
	Iteration 4Q: 3 clusters Score -9204497 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -9205503.000000 Penalty: 5546.417969
	Iteration 5Q: 3 clusters Score -9205503 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -9206915.000000 Penalty: 5546.417969
	Iteration 6Q: 3 clusters Score -9206915 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -9208688.000000 Penalty: 5546.417969
	Iteration 7Q: 3 clusters Score -9208688 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -9210994.000000 Penalty: 5546.417969
	Iteration 8F: 3 clusters Score -9210994 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -9213677.000000 Penalty: 5546.417969
	Iteration 9F: 3 clusters Score -9213677 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -9216479.000000 Penalty: 5546.417969
	Iteration 10F: 3 clusters Score -9216479 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -9219052.000000 Penalty: 5546.417969
	Iteration 11F: 3 clusters Score -9219052 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -9221392.000000 Penalty: 5546.417969
	Iteration 12Q: 3 clusters Score -9221392 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -9223324.000000 Penalty: 5546.417969
	Iteration 13Q: 3 clusters Score -9223324 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -9224866.000000 Penalty: 5546.417969
	Iteration 14Q: 3 clusters Score -9224866 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -9226053.000000 Penalty: 5546.417969
	Iteration 15Q: 3 clusters Score -9226053 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -9226968.000000 Penalty: 5546.417969
	Iteration 16Q: 3 clusters Score -9226968 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -9227578.000000 Penalty: 5546.417969
	Iteration 17Q: 3 clusters Score -9227578 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -9228031.000000 Penalty: 5546.417969
	Iteration 18Q: 3 clusters Score -9228031 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -9228301.000000 Penalty: 5546.417969
	Iteration 19Q: 3 clusters Score -9228301 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -9228483.000000 Penalty: 5546.417969
	Iteration 20F: 3 clusters Score -9228483 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -9228641.000000 Penalty: 5546.417969
	Iteration 21Q: 3 clusters Score -9228641 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -9228765.000000 Penalty: 5546.417969
	Iteration 22Q: 3 clusters Score -9228765 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -9228849.000000 Penalty: 5546.417969
	Iteration 23Q: 3 clusters Score -9228849 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -9228880.000000 Penalty: 5546.417969
	Iteration 24Q: 3 clusters Score -9228880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -9228912.000000 Penalty: 5546.417969
	Iteration 25Q: 3 clusters Score -9228912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
Score: -9228937.000000 Penalty: 5546.417969
	Iteration 26Q: 3 clusters Score -9228937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -9228935.000000 Penalty: 5546.417969
	Iteration 27Q: 3 clusters Score -9228935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -9228978.000000 Penalty: 5546.417969
	Iteration 28Q: 3 clusters Score -9228978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -9228991.000000 Penalty: 5546.417969
	Iteration 29Q: 3 clusters Score -9228991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -9229007.000000 Penalty: 5546.417969
	Iteration 30Q: 3 clusters Score -9229007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -9229019.000000 Penalty: 5546.417969
	Iteration 31Q: 3 clusters Score -9229019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -9229032.000000 Penalty: 5546.417969
	Iteration 32Q: 3 clusters Score -9229032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -9229038.000000 Penalty: 5546.417969
	Iteration 33Q: 3 clusters Score -9229038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -9229059.000000 Penalty: 5546.417969
	Iteration 34Q: 3 clusters Score -9229059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -9229059.000000 Penalty: 5546.417969
	Iteration 35Q: 3 clusters Score -9229059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -9229062.000000 Penalty: 5546.417969
	Iteration 36Q: 3 clusters Score -9229062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -9229054.000000 Penalty: 5546.417969
	Iteration 37Q: 3 clusters Score -9229054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -9229059.000000 Penalty: 5546.417969
	Iteration 38Q: 3 clusters Score -9229059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -9229060.000000 Penalty: 5546.417969
	Iteration 39Q: 3 clusters Score -9229060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 70773 members 
Entering Unmasked Estep 
Score: -9229074.000000 Penalty: 5546.417969
	Iteration 40F: 3 clusters Score -9229074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -9229069.000000 Penalty: 5546.417969
	Iteration 41Q: 3 clusters Score -9229069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -9229079.000000 Penalty: 5546.417969
	Iteration 42Q: 3 clusters Score -9229079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -9229072.000000 Penalty: 5546.417969
	Iteration 43Q: 3 clusters Score -9229072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -9229082.000000 Penalty: 5546.417969
	Iteration 44Q: 3 clusters Score -9229082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -9229078.000000 Penalty: 5546.417969
	Iteration 45Q: 3 clusters Score -9229078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -9229077.000000 Penalty: 5546.417969
	Iteration 46Q: 3 clusters Score -9229077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -9229081.000000 Penalty: 5546.417969
	Iteration 47Q: 3 clusters Score -9229081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 70815 members 
Entering Unmasked Estep 
Score: -9229080.000000 Penalty: 5546.417969
	Iteration 48Q: 3 clusters Score -9229080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 70816 members 
Entering Unmasked Estep 
Score: -9229080.000000 Penalty: 5546.417969
	Iteration 49Q: 3 clusters Score -9229080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -9229082.000000 Penalty: 5546.417969
	Iteration 50Q: 3 clusters Score -9229082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -9229082.000000 Penalty: 5546.417969
	Iteration 51Q: 3 clusters Score -9229082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -9229078.000000 Penalty: 5546.417969
	Iteration 52Q: 3 clusters Score -9229078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -9229086.000000 Penalty: 5546.417969
	Iteration 53Q: 3 clusters Score -9229086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -9229085.000000 Penalty: 5546.417969
	Iteration 54Q: 3 clusters Score -9229085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -9229089.000000 Penalty: 5546.417969
	Iteration 55Q: 3 clusters Score -9229089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -9229090.000000 Penalty: 5546.417969
	Iteration 56Q: 3 clusters Score -9229090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -9229090.000000 Penalty: 5546.417969
	Iteration 57Q: 3 clusters Score -9229090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -9229091.000000 Penalty: 5546.417969
	Iteration 58Q: 3 clusters Score -9229091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -9229096.000000 Penalty: 5546.417969
	Iteration 59Q: 3 clusters Score -9229096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -9229093.000000 Penalty: 5546.417969
	Iteration 60F: 3 clusters Score -9229093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -9229096.000000 Penalty: 5546.417969
	Iteration 61Q: 3 clusters Score -9229096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 70840 members 
Entering Unmasked Estep 
Score: -9229095.000000 Penalty: 5546.417969
	Iteration 62Q: 3 clusters Score -9229095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -9229093.000000 Penalty: 5546.417969
	Iteration 63Q: 3 clusters Score -9229093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -9229099.000000 Penalty: 5546.417969
	Iteration 64Q: 3 clusters Score -9229099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 70849 members 
Entering Unmasked Estep 
Score: -9229098.000000 Penalty: 5546.417969
	Iteration 65Q: 3 clusters Score -9229098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -9229095.000000 Penalty: 5546.417969
	Iteration 66Q: 3 clusters Score -9229095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -9229095.000000 Penalty: 5546.417969
	Iteration 67F: 3 clusters Score -9229095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (155883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155883 members 
Entering Unmasked Estep 
Score: -19973088.000000 Penalty: 2965.301514
	Iteration 0F: 2 clusters Score -1.997309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -19869212.000000 Penalty: 5930.603027
	Iteration 0F: 3 clusters Score -1.986921e+07 nChanged 74251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80042 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -19912860.000000 Penalty: 5930.603027
	Iteration 1F: 3 clusters Score -1.991286e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -19914654.000000 Penalty: 5930.603027
	Iteration 2Q: 3 clusters Score -1.991465e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -19916772.000000 Penalty: 5930.603027
	Iteration 3Q: 3 clusters Score -1.991677e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -19919504.000000 Penalty: 5930.603027
	Iteration 4Q: 3 clusters Score -1.99195e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -19923386.000000 Penalty: 5930.603027
	Iteration 5F: 3 clusters Score -1.992339e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -19928450.000000 Penalty: 5930.603027
	Iteration 6F: 3 clusters Score -1.992845e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101591 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -19934782.000000 Penalty: 5930.603027
	Iteration 7F: 3 clusters Score -1.993478e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108014 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -19941118.000000 Penalty: 5930.603027
	Iteration 8F: 3 clusters Score -1.994112e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113891 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -19946564.000000 Penalty: 5930.603027
	Iteration 9F: 3 clusters Score -1.994656e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118869 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -19950410.000000 Penalty: 5930.603027
	Iteration 10Q: 3 clusters Score -1.995041e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123201 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -19953136.000000 Penalty: 5930.603027
	Iteration 11Q: 3 clusters Score -1.995314e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127140 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -19955462.000000 Penalty: 5930.603027
	Iteration 12Q: 3 clusters Score -1.995546e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -19957326.000000 Penalty: 5930.603027
	Iteration 13Q: 3 clusters Score -1.995733e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134341 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -19959184.000000 Penalty: 5930.603027
	Iteration 14Q: 3 clusters Score -1.995918e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137703 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -19960946.000000 Penalty: 5930.603027
	Iteration 15Q: 3 clusters Score -1.996095e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140840 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -19962638.000000 Penalty: 5930.603027
	Iteration 16Q: 3 clusters Score -1.996264e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -19964214.000000 Penalty: 5930.603027
	Iteration 17Q: 3 clusters Score -1.996421e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146077 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -19965588.000000 Penalty: 5930.603027
	Iteration 18Q: 3 clusters Score -1.996559e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148188 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -19967008.000000 Penalty: 5930.603027
	Iteration 19Q: 3 clusters Score -1.996701e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149908 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -19968004.000000 Penalty: 5930.603027
	Iteration 20F: 3 clusters Score -1.9968e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151215 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -19968884.000000 Penalty: 5930.603027
	Iteration 21Q: 3 clusters Score -1.996888e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152177 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -19969394.000000 Penalty: 5930.603027
	Iteration 22Q: 3 clusters Score -1.996939e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152887 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -19969886.000000 Penalty: 5930.603027
	Iteration 23Q: 3 clusters Score -1.996989e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153387 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -19970174.000000 Penalty: 5930.603027
	Iteration 24Q: 3 clusters Score -1.997017e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153761 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -19970314.000000 Penalty: 5930.603027
	Iteration 25Q: 3 clusters Score -1.997031e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154010 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -19970434.000000 Penalty: 5930.603027
	Iteration 26Q: 3 clusters Score -1.997043e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -19970510.000000 Penalty: 5930.603027
	Iteration 27Q: 3 clusters Score -1.997051e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154314 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -19970530.000000 Penalty: 5930.603027
	Iteration 28Q: 3 clusters Score -1.997053e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154403 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -19970592.000000 Penalty: 5930.603027
	Iteration 29Q: 3 clusters Score -1.997059e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19970616.000000 Penalty: 5930.603027
	Iteration 30Q: 3 clusters Score -1.997062e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154526 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -19970632.000000 Penalty: 5930.603027
	Iteration 31Q: 3 clusters Score -1.997063e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154567 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19970644.000000 Penalty: 5930.603027
	Iteration 32Q: 3 clusters Score -1.997064e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -19970676.000000 Penalty: 5930.603027
	Iteration 33Q: 3 clusters Score -1.997068e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154631 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -19970638.000000 Penalty: 5930.603027
	Iteration 34Q: 3 clusters Score -1.997064e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -19970658.000000 Penalty: 5930.603027
	Iteration 35Q: 3 clusters Score -1.997066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -19970704.000000 Penalty: 5930.603027
	Iteration 36Q: 3 clusters Score -1.99707e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154713 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -19970712.000000 Penalty: 5930.603027
	Iteration 37Q: 3 clusters Score -1.997071e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154739 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -19970732.000000 Penalty: 5930.603027
	Iteration 38Q: 3 clusters Score -1.997073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19970734.000000 Penalty: 5930.603027
	Iteration 39Q: 3 clusters Score -1.997073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154772 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -19970720.000000 Penalty: 5930.603027
	Iteration 40F: 3 clusters Score -1.997072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154788 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -19970730.000000 Penalty: 5930.603027
	Iteration 41Q: 3 clusters Score -1.997073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154800 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19970748.000000 Penalty: 5930.603027
	Iteration 42Q: 3 clusters Score -1.997075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -19970768.000000 Penalty: 5930.603027
	Iteration 43Q: 3 clusters Score -1.997077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -19970770.000000 Penalty: 5930.603027
	Iteration 44Q: 3 clusters Score -1.997077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19970774.000000 Penalty: 5930.603027
	Iteration 45Q: 3 clusters Score -1.997077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -19970788.000000 Penalty: 5930.603027
	Iteration 46Q: 3 clusters Score -1.997079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19970790.000000 Penalty: 5930.603027
	Iteration 47Q: 3 clusters Score -1.997079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19970794.000000 Penalty: 5930.603027
	Iteration 48Q: 3 clusters Score -1.997079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19970796.000000 Penalty: 5930.603027
	Iteration 49Q: 3 clusters Score -1.99708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19970790.000000 Penalty: 5930.603027
	Iteration 50Q: 3 clusters Score -1.997079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19970790.000000 Penalty: 5930.603027
	Iteration 51F: 3 clusters Score -1.997079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -604730.500000 Penalty: 2099.229736
	Iteration 0F: 2 clusters Score -604730.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -600331.062500 Penalty: 4198.459473
	Iteration 0F: 3 clusters Score -600331.1 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -601424.312500 Penalty: 4198.459473
	Iteration 1F: 3 clusters Score -601424.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -601693.187500 Penalty: 4198.459473
	Iteration 2F: 3 clusters Score -601693.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -601908.062500 Penalty: 4198.459473
	Iteration 3F: 3 clusters Score -601908.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -602048.250000 Penalty: 4198.459473
	Iteration 4Q: 3 clusters Score -602048.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -602157.125000 Penalty: 4198.459473
	Iteration 5Q: 3 clusters Score -602157.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -602234.312500 Penalty: 4198.459473
	Iteration 6Q: 3 clusters Score -602234.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -602310.562500 Penalty: 4198.459473
	Iteration 7Q: 3 clusters Score -602310.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -602384.937500 Penalty: 4198.459473
	Iteration 8Q: 3 clusters Score -602384.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -602451.875000 Penalty: 4198.459473
	Iteration 9Q: 3 clusters Score -602451.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -602504.187500 Penalty: 4198.459473
	Iteration 10Q: 3 clusters Score -602504.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -602538.187500 Penalty: 4198.459473
	Iteration 11Q: 3 clusters Score -602538.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -602573.437500 Penalty: 4198.459473
	Iteration 12Q: 3 clusters Score -602573.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -602595.437500 Penalty: 4198.459473
	Iteration 13Q: 3 clusters Score -602595.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -602608.187500 Penalty: 4198.459473
	Iteration 14Q: 3 clusters Score -602608.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -602620.062500 Penalty: 4198.459473
	Iteration 15Q: 3 clusters Score -602620.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -602630.812500 Penalty: 4198.459473
	Iteration 16Q: 3 clusters Score -602630.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -602637.875000 Penalty: 4198.459473
	Iteration 17Q: 3 clusters Score -602637.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -602647.250000 Penalty: 4198.459473
	Iteration 18Q: 3 clusters Score -602647.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -602654.562500 Penalty: 4198.459473
	Iteration 19Q: 3 clusters Score -602654.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -602658.562500 Penalty: 4198.459473
	Iteration 20F: 3 clusters Score -602658.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -602662.625000 Penalty: 4198.459473
	Iteration 21Q: 3 clusters Score -602662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -602665.812500 Penalty: 4198.459473
	Iteration 22Q: 3 clusters Score -602665.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -602666.187500 Penalty: 4198.459473
	Iteration 23Q: 3 clusters Score -602666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -602668.187500 Penalty: 4198.459473
	Iteration 24Q: 3 clusters Score -602668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -602669.125000 Penalty: 4198.459473
	Iteration 25Q: 3 clusters Score -602669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -602671.437500 Penalty: 4198.459473
	Iteration 26Q: 3 clusters Score -602671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -602672.375000 Penalty: 4198.459473
	Iteration 27Q: 3 clusters Score -602672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -602673.875000 Penalty: 4198.459473
	Iteration 28Q: 3 clusters Score -602673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -602676.250000 Penalty: 4198.459473
	Iteration 29Q: 3 clusters Score -602676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -602676.062500 Penalty: 4198.459473
	Iteration 30Q: 3 clusters Score -602676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -602677.500000 Penalty: 4198.459473
	Iteration 31Q: 3 clusters Score -602677.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -602678.875000 Penalty: 4198.459473
	Iteration 32Q: 3 clusters Score -602678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -602679.687500 Penalty: 4198.459473
	Iteration 33Q: 3 clusters Score -602679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -602680.062500 Penalty: 4198.459473
	Iteration 34Q: 3 clusters Score -602680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -602681.312500 Penalty: 4198.459473
	Iteration 35Q: 3 clusters Score -602681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -602682.562500 Penalty: 4198.459473
	Iteration 36Q: 3 clusters Score -602682.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -602684.125000 Penalty: 4198.459473
	Iteration 37Q: 3 clusters Score -602684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -602685.562500 Penalty: 4198.459473
	Iteration 38Q: 3 clusters Score -602685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -602686.687500 Penalty: 4198.459473
	Iteration 39Q: 3 clusters Score -602686.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -602686.750000 Penalty: 4198.459473
	Iteration 40F: 3 clusters Score -602686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -602687.875000 Penalty: 4198.459473
	Iteration 41Q: 3 clusters Score -602687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -602689.250000 Penalty: 4198.459473
	Iteration 42Q: 3 clusters Score -602689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -602690.750000 Penalty: 4198.459473
	Iteration 43Q: 3 clusters Score -602690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -602692.500000 Penalty: 4198.459473
	Iteration 44Q: 3 clusters Score -602692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -602694.187500 Penalty: 4198.459473
	Iteration 45Q: 3 clusters Score -602694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -602696.500000 Penalty: 4198.459473
	Iteration 46Q: 3 clusters Score -602696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -602698.125000 Penalty: 4198.459473
	Iteration 47Q: 3 clusters Score -602698.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -602699.875000 Penalty: 4198.459473
	Iteration 48Q: 3 clusters Score -602699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -602701.750000 Penalty: 4198.459473
	Iteration 49Q: 3 clusters Score -602701.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -602705.562500 Penalty: 4198.459473
	Iteration 50Q: 3 clusters Score -602705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -602706.312500 Penalty: 4198.459473
	Iteration 51Q: 3 clusters Score -602706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -602709.625000 Penalty: 4198.459473
	Iteration 52Q: 3 clusters Score -602709.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -602710.562500 Penalty: 4198.459473
	Iteration 53Q: 3 clusters Score -602710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -602715.062500 Penalty: 4198.459473
	Iteration 54Q: 3 clusters Score -602715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -602717.062500 Penalty: 4198.459473
	Iteration 55Q: 3 clusters Score -602717.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -602722.437500 Penalty: 4198.459473
	Iteration 56Q: 3 clusters Score -602722.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -602722.687500 Penalty: 4198.459473
	Iteration 57Q: 3 clusters Score -602722.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -602726.750000 Penalty: 4198.459473
	Iteration 58Q: 3 clusters Score -602726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -602728.625000 Penalty: 4198.459473
	Iteration 59Q: 3 clusters Score -602728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -602729.187500 Penalty: 4198.459473
	Iteration 60F: 3 clusters Score -602729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -602729.750000 Penalty: 4198.459473
	Iteration 61Q: 3 clusters Score -602729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -602730.125000 Penalty: 4198.459473
	Iteration 62Q: 3 clusters Score -602730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -602730.125000 Penalty: 4198.459473
	Iteration 63F: 3 clusters Score -602730.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -46418.234375 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -46418.23 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 204 members 
Entering Unmasked Estep 
Score: -45095.281250 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45095.28 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45509.031250 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -45509.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45802.214844 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -45802.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45882.476562 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -45882.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45932.519531 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -45932.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45985.859375 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -45985.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46027.984375 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -46027.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46071.445312 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -46071.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46187.671875 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -46187.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46227.042969 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -46227.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46261.398438 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -46261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46276.167969 Penalty: 3030.186768
	Iteration 11Q: 3 clusters Score -46276.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46300.761719 Penalty: 3030.186768
	Iteration 12Q: 3 clusters Score -46300.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46348.832031 Penalty: 3030.186768
	Iteration 13Q: 3 clusters Score -46348.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46435.523438 Penalty: 3030.186768
	Iteration 14Q: 3 clusters Score -46435.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46475.691406 Penalty: 3030.186768
	Iteration 15Q: 3 clusters Score -46475.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46477.039062 Penalty: 3030.186768
	Iteration 16Q: 3 clusters Score -46477.04 nChanged 1
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: -46483.347656 Penalty: 3030.186768
	Iteration 17Q: 3 clusters Score -46483.35 nChanged 0
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: -46485.675781 Penalty: 3030.186768
	Iteration 18F: 3 clusters Score -46485.68 nChanged 2
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: -46502.988281 Penalty: 3030.186768
	Iteration 19Q: 3 clusters Score -46502.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46510.519531 Penalty: 3030.186768
	Iteration 20F: 3 clusters Score -46510.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 11997 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71847 members 
Mstep: Class 12 contains 155883 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 246 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44359 members 
Mstep: Class 22 contains 18666 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 56889 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31321 members 
Mstep: Class 30 contains 102536 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 204 members 
Entering Unmasked Estep 
Score: -77982416.000000 Penalty: 105949.625000
Splitting cluster 14 changes total score from -77983840.000000 to -77982416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -366675.031250 Penalty: 1980.568970
	Iteration 0F: 2 clusters Score -366675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -363427.656250 Penalty: 3961.137939
	Iteration 0F: 3 clusters Score -363427.7 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -364034.406250 Penalty: 3961.137939
	Iteration 1F: 3 clusters Score -364034.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -364186.562500 Penalty: 3961.137939
	Iteration 2F: 3 clusters Score -364186.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -364267.406250 Penalty: 3961.137939
	Iteration 3Q: 3 clusters Score -364267.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -364324.093750 Penalty: 3961.137939
	Iteration 4Q: 3 clusters Score -364324.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -364367.468750 Penalty: 3961.137939
	Iteration 5Q: 3 clusters Score -364367.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -364402.125000 Penalty: 3961.137939
	Iteration 6Q: 3 clusters Score -364402.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -364435.500000 Penalty: 3961.137939
	Iteration 7Q: 3 clusters Score -364435.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -364464.375000 Penalty: 3961.137939
	Iteration 8Q: 3 clusters Score -364464.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -364481.875000 Penalty: 3961.137939
	Iteration 9Q: 3 clusters Score -364481.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -364492.375000 Penalty: 3961.137939
	Iteration 10Q: 3 clusters Score -364492.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -364501.375000 Penalty: 3961.137939
	Iteration 11Q: 3 clusters Score -364501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -364511.312500 Penalty: 3961.137939
	Iteration 12Q: 3 clusters Score -364511.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -364522.125000 Penalty: 3961.137939
	Iteration 13Q: 3 clusters Score -364522.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -364533.218750 Penalty: 3961.137939
	Iteration 14Q: 3 clusters Score -364533.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -364538.281250 Penalty: 3961.137939
	Iteration 15Q: 3 clusters Score -364538.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -364545.093750 Penalty: 3961.137939
	Iteration 16Q: 3 clusters Score -364545.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -364549.781250 Penalty: 3961.137939
	Iteration 17Q: 3 clusters Score -364549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -364554.281250 Penalty: 3961.137939
	Iteration 18Q: 3 clusters Score -364554.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -364556.906250 Penalty: 3961.137939
	Iteration 19Q: 3 clusters Score -364556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -364558.406250 Penalty: 3961.137939
	Iteration 20F: 3 clusters Score -364558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -364558.875000 Penalty: 3961.137939
	Iteration 21Q: 3 clusters Score -364558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -364559.937500 Penalty: 3961.137939
	Iteration 22Q: 3 clusters Score -364559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -364560.625000 Penalty: 3961.137939
	Iteration 23Q: 3 clusters Score -364560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -364560.625000 Penalty: 3961.137939
	Iteration 24F: 3 clusters Score -364560.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Entering Unmasked Estep 
Score: -918803.125000 Penalty: 2217.113525
	Iteration 0F: 2 clusters Score -918803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -912534.375000 Penalty: 4434.227051
	Iteration 0F: 3 clusters Score -912534.4 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -914253.625000 Penalty: 4434.227051
	Iteration 1F: 3 clusters Score -914253.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -914586.250000 Penalty: 4434.227051
	Iteration 2F: 3 clusters Score -914586.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -914796.562500 Penalty: 4434.227051
	Iteration 3F: 3 clusters Score -914796.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -914944.125000 Penalty: 4434.227051
	Iteration 4Q: 3 clusters Score -914944.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -915065.562500 Penalty: 4434.227051
	Iteration 5Q: 3 clusters Score -915065.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -915167.375000 Penalty: 4434.227051
	Iteration 6Q: 3 clusters Score -915167.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -915249.500000 Penalty: 4434.227051
	Iteration 7Q: 3 clusters Score -915249.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -915317.500000 Penalty: 4434.227051
	Iteration 8Q: 3 clusters Score -915317.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -915380.375000 Penalty: 4434.227051
	Iteration 9Q: 3 clusters Score -915380.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -915445.000000 Penalty: 4434.227051
	Iteration 10Q: 3 clusters Score -915445 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -915508.562500 Penalty: 4434.227051
	Iteration 11Q: 3 clusters Score -915508.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -915572.500000 Penalty: 4434.227051
	Iteration 12Q: 3 clusters Score -915572.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -915624.250000 Penalty: 4434.227051
	Iteration 13Q: 3 clusters Score -915624.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -915669.437500 Penalty: 4434.227051
	Iteration 14Q: 3 clusters Score -915669.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -915733.937500 Penalty: 4434.227051
	Iteration 15Q: 3 clusters Score -915733.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -915807.187500 Penalty: 4434.227051
	Iteration 16Q: 3 clusters Score -915807.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -915882.937500 Penalty: 4434.227051
	Iteration 17Q: 3 clusters Score -915882.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -915941.625000 Penalty: 4434.227051
	Iteration 18Q: 3 clusters Score -915941.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -916007.562500 Penalty: 4434.227051
	Iteration 19Q: 3 clusters Score -916007.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -916055.687500 Penalty: 4434.227051
	Iteration 20F: 3 clusters Score -916055.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -916093.937500 Penalty: 4434.227051
	Iteration 21Q: 3 clusters Score -916093.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -916136.500000 Penalty: 4434.227051
	Iteration 22Q: 3 clusters Score -916136.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -916178.562500 Penalty: 4434.227051
	Iteration 23Q: 3 clusters Score -916178.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -916217.750000 Penalty: 4434.227051
	Iteration 24Q: 3 clusters Score -916217.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -916257.312500 Penalty: 4434.227051
	Iteration 25Q: 3 clusters Score -916257.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -916290.812500 Penalty: 4434.227051
	Iteration 26Q: 3 clusters Score -916290.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -916320.125000 Penalty: 4434.227051
	Iteration 27Q: 3 clusters Score -916320.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -916343.937500 Penalty: 4434.227051
	Iteration 28Q: 3 clusters Score -916343.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -916369.687500 Penalty: 4434.227051
	Iteration 29Q: 3 clusters Score -916369.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -916392.312500 Penalty: 4434.227051
	Iteration 30Q: 3 clusters Score -916392.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -916417.750000 Penalty: 4434.227051
	Iteration 31Q: 3 clusters Score -916417.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -916438.750000 Penalty: 4434.227051
	Iteration 32Q: 3 clusters Score -916438.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -916458.625000 Penalty: 4434.227051
	Iteration 33Q: 3 clusters Score -916458.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -916470.937500 Penalty: 4434.227051
	Iteration 34Q: 3 clusters Score -916470.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -916480.812500 Penalty: 4434.227051
	Iteration 35Q: 3 clusters Score -916480.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -916488.687500 Penalty: 4434.227051
	Iteration 36Q: 3 clusters Score -916488.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -916499.750000 Penalty: 4434.227051
	Iteration 37Q: 3 clusters Score -916499.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -916509.312500 Penalty: 4434.227051
	Iteration 38Q: 3 clusters Score -916509.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -916519.250000 Penalty: 4434.227051
	Iteration 39Q: 3 clusters Score -916519.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -916523.812500 Penalty: 4434.227051
	Iteration 40F: 3 clusters Score -916523.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -916530.812500 Penalty: 4434.227051
	Iteration 41Q: 3 clusters Score -916530.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -916535.812500 Penalty: 4434.227051
	Iteration 42Q: 3 clusters Score -916535.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -916542.375000 Penalty: 4434.227051
	Iteration 43Q: 3 clusters Score -916542.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -916549.250000 Penalty: 4434.227051
	Iteration 44Q: 3 clusters Score -916549.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -916558.000000 Penalty: 4434.227051
	Iteration 45Q: 3 clusters Score -916558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -916564.062500 Penalty: 4434.227051
	Iteration 46Q: 3 clusters Score -916564.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -916571.562500 Penalty: 4434.227051
	Iteration 47Q: 3 clusters Score -916571.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -916584.875000 Penalty: 4434.227051
	Iteration 48Q: 3 clusters Score -916584.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -916591.937500 Penalty: 4434.227051
	Iteration 49Q: 3 clusters Score -916591.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -916594.875000 Penalty: 4434.227051
	Iteration 50Q: 3 clusters Score -916594.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -916606.000000 Penalty: 4434.227051
	Iteration 51Q: 3 clusters Score -916606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -916615.187500 Penalty: 4434.227051
	Iteration 52Q: 3 clusters Score -916615.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -916621.187500 Penalty: 4434.227051
	Iteration 53Q: 3 clusters Score -916621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -916625.250000 Penalty: 4434.227051
	Iteration 54Q: 3 clusters Score -916625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -916629.687500 Penalty: 4434.227051
	Iteration 55Q: 3 clusters Score -916629.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -916630.437500 Penalty: 4434.227051
	Iteration 56Q: 3 clusters Score -916630.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -916631.750000 Penalty: 4434.227051
	Iteration 57Q: 3 clusters Score -916631.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -916635.437500 Penalty: 4434.227051
	Iteration 58Q: 3 clusters Score -916635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -916637.187500 Penalty: 4434.227051
	Iteration 59Q: 3 clusters Score -916637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -916639.062500 Penalty: 4434.227051
	Iteration 60F: 3 clusters Score -916639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -916640.312500 Penalty: 4434.227051
	Iteration 61Q: 3 clusters Score -916640.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -916645.625000 Penalty: 4434.227051
	Iteration 62Q: 3 clusters Score -916645.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -916651.437500 Penalty: 4434.227051
	Iteration 63Q: 3 clusters Score -916651.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -916655.250000 Penalty: 4434.227051
	Iteration 64Q: 3 clusters Score -916655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -916659.250000 Penalty: 4434.227051
	Iteration 65Q: 3 clusters Score -916659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -916660.312500 Penalty: 4434.227051
	Iteration 66Q: 3 clusters Score -916660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -916661.812500 Penalty: 4434.227051
	Iteration 67Q: 3 clusters Score -916661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -916662.125000 Penalty: 4434.227051
	Iteration 68Q: 3 clusters Score -916662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -916665.250000 Penalty: 4434.227051
	Iteration 69Q: 3 clusters Score -916665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -916666.750000 Penalty: 4434.227051
	Iteration 70Q: 3 clusters Score -916666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -916667.187500 Penalty: 4434.227051
	Iteration 71Q: 3 clusters Score -916667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -916669.562500 Penalty: 4434.227051
	Iteration 72Q: 3 clusters Score -916669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -916671.687500 Penalty: 4434.227051
	Iteration 73Q: 3 clusters Score -916671.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -916673.625000 Penalty: 4434.227051
	Iteration 74Q: 3 clusters Score -916673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -916674.875000 Penalty: 4434.227051
	Iteration 75Q: 3 clusters Score -916674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -916673.437500 Penalty: 4434.227051
	Iteration 76Q: 3 clusters Score -916673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -916674.812500 Penalty: 4434.227051
	Iteration 77Q: 3 clusters Score -916674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -916676.500000 Penalty: 4434.227051
	Iteration 78Q: 3 clusters Score -916676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -916676.562500 Penalty: 4434.227051
	Iteration 79Q: 3 clusters Score -916676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -916676.125000 Penalty: 4434.227051
	Iteration 80F: 3 clusters Score -916676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -916678.125000 Penalty: 4434.227051
	Iteration 81Q: 3 clusters Score -916678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -916676.812500 Penalty: 4434.227051
	Iteration 82Q: 3 clusters Score -916676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -916677.875000 Penalty: 4434.227051
	Iteration 83Q: 3 clusters Score -916677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -916678.500000 Penalty: 4434.227051
	Iteration 84Q: 3 clusters Score -916678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -916678.500000 Penalty: 4434.227051
	Iteration 85F: 3 clusters Score -916678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Entering Unmasked Estep 
Score: -3144112.500000 Penalty: 2513.193604
	Iteration 0F: 2 clusters Score -3144112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3126619.000000 Penalty: 5026.387207
	Iteration 0F: 3 clusters Score -3126619 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3132865.750000 Penalty: 5026.387207
	Iteration 1F: 3 clusters Score -3132866 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3133582.750000 Penalty: 5026.387207
	Iteration 2F: 3 clusters Score -3133583 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3134804.500000 Penalty: 5026.387207
	Iteration 3F: 3 clusters Score -3134804 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3136888.250000 Penalty: 5026.387207
	Iteration 4F: 3 clusters Score -3136888 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3139508.500000 Penalty: 5026.387207
	Iteration 5F: 3 clusters Score -3139508 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3141390.250000 Penalty: 5026.387207
	Iteration 6F: 3 clusters Score -3141390 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3142414.250000 Penalty: 5026.387207
	Iteration 7F: 3 clusters Score -3142414 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3142940.500000 Penalty: 5026.387207
	Iteration 8Q: 3 clusters Score -3142940 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3143275.000000 Penalty: 5026.387207
	Iteration 9Q: 3 clusters Score -3143275 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -3143490.500000 Penalty: 5026.387207
	Iteration 10Q: 3 clusters Score -3143490 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -3143621.500000 Penalty: 5026.387207
	Iteration 11Q: 3 clusters Score -3143622 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3143731.750000 Penalty: 5026.387207
	Iteration 12Q: 3 clusters Score -3143732 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3143823.250000 Penalty: 5026.387207
	Iteration 13Q: 3 clusters Score -3143823 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3143896.250000 Penalty: 5026.387207
	Iteration 14Q: 3 clusters Score -3143896 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3143959.250000 Penalty: 5026.387207
	Iteration 15Q: 3 clusters Score -3143959 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3143985.500000 Penalty: 5026.387207
	Iteration 16Q: 3 clusters Score -3143986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3144012.500000 Penalty: 5026.387207
	Iteration 17Q: 3 clusters Score -3144012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3144035.250000 Penalty: 5026.387207
	Iteration 18Q: 3 clusters Score -3144035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3144059.250000 Penalty: 5026.387207
	Iteration 19Q: 3 clusters Score -3144059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3144070.500000 Penalty: 5026.387207
	Iteration 20F: 3 clusters Score -3144070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3144074.250000 Penalty: 5026.387207
	Iteration 21Q: 3 clusters Score -3144074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3144084.250000 Penalty: 5026.387207
	Iteration 22Q: 3 clusters Score -3144084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3144094.250000 Penalty: 5026.387207
	Iteration 23Q: 3 clusters Score -3144094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3144087.500000 Penalty: 5026.387207
	Iteration 24Q: 3 clusters Score -3144088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3144096.000000 Penalty: 5026.387207
	Iteration 25Q: 3 clusters Score -3144096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3144095.500000 Penalty: 5026.387207
	Iteration 26Q: 3 clusters Score -3144096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3144100.500000 Penalty: 5026.387207
	Iteration 27Q: 3 clusters Score -3144100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3144104.500000 Penalty: 5026.387207
	Iteration 28Q: 3 clusters Score -3144104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -3144110.750000 Penalty: 5026.387207
	Iteration 29Q: 3 clusters Score -3144111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3144119.000000 Penalty: 5026.387207
	Iteration 30Q: 3 clusters Score -3144119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3144121.250000 Penalty: 5026.387207
	Iteration 31Q: 3 clusters Score -3144121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3144135.250000 Penalty: 5026.387207
	Iteration 32Q: 3 clusters Score -3144135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3144148.250000 Penalty: 5026.387207
	Iteration 33Q: 3 clusters Score -3144148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3144155.750000 Penalty: 5026.387207
	Iteration 34Q: 3 clusters Score -3144156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3144156.500000 Penalty: 5026.387207
	Iteration 35Q: 3 clusters Score -3144156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3144170.000000 Penalty: 5026.387207
	Iteration 36Q: 3 clusters Score -3144170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3144181.000000 Penalty: 5026.387207
	Iteration 37Q: 3 clusters Score -3144181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3144198.000000 Penalty: 5026.387207
	Iteration 38Q: 3 clusters Score -3144198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3144219.500000 Penalty: 5026.387207
	Iteration 39Q: 3 clusters Score -3144220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3144236.500000 Penalty: 5026.387207
	Iteration 40F: 3 clusters Score -3144236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3144254.750000 Penalty: 5026.387207
	Iteration 41Q: 3 clusters Score -3144255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3144266.250000 Penalty: 5026.387207
	Iteration 42Q: 3 clusters Score -3144266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3144275.250000 Penalty: 5026.387207
	Iteration 43Q: 3 clusters Score -3144275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3144281.250000 Penalty: 5026.387207
	Iteration 44Q: 3 clusters Score -3144281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3144281.750000 Penalty: 5026.387207
	Iteration 45Q: 3 clusters Score -3144282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3144289.000000 Penalty: 5026.387207
	Iteration 46Q: 3 clusters Score -3144289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3144296.500000 Penalty: 5026.387207
	Iteration 47Q: 3 clusters Score -3144296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3144293.500000 Penalty: 5026.387207
	Iteration 48Q: 3 clusters Score -3144294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3144291.000000 Penalty: 5026.387207
	Iteration 49Q: 3 clusters Score -3144291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3144295.500000 Penalty: 5026.387207
	Iteration 50Q: 3 clusters Score -3144296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3144296.250000 Penalty: 5026.387207
	Iteration 51Q: 3 clusters Score -3144296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3144303.250000 Penalty: 5026.387207
	Iteration 52Q: 3 clusters Score -3144303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3144299.500000 Penalty: 5026.387207
	Iteration 53Q: 3 clusters Score -3144300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3144299.000000 Penalty: 5026.387207
	Iteration 54Q: 3 clusters Score -3144299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3144294.750000 Penalty: 5026.387207
	Iteration 55Q: 3 clusters Score -3144295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3144297.750000 Penalty: 5026.387207
	Iteration 56Q: 3 clusters Score -3144298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3144297.750000 Penalty: 5026.387207
	Iteration 57F: 3 clusters Score -3144298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 11997 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71847 members 
Mstep: Class 12 contains 155883 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 1487 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44359 members 
Mstep: Class 22 contains 18666 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 56889 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31321 members 
Mstep: Class 30 contains 102536 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 23694 members 
Entering Unmasked Estep 
Score: -77983520.000000 Penalty: 105949.625000
Splitting cluster 17 changes total score from -77983840.000000 to -77983520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -71006.187500 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -71006.19 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 328 members 
Entering Unmasked Estep 
Score: -69405.703125 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -69405.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69732.492188 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -69732.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69968.546875 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -69968.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70208.351562 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -70208.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70606.742188 Penalty: 3217.135742
	Iteration 4F: 3 clusters Score -70606.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -70857.945312 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -70857.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70933.234375 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -70933.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71005.375000 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -71005.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71090.257812 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -71090.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71214.695312 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -71214.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71293.585938 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -71293.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71349.179688 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -71349.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71414.875000 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -71414.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71430.789062 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -71430.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71450.710938 Penalty: 3217.135742
	Iteration 14Q: 3 clusters Score -71450.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71460.984375 Penalty: 3217.135742
	Iteration 15Q: 3 clusters Score -71460.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71468.976562 Penalty: 3217.135742
	Iteration 16F: 3 clusters Score -71468.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71485.078125 Penalty: 3217.135742
	Iteration 17Q: 3 clusters Score -71485.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71485.078125 Penalty: 3217.135742
	Iteration 18F: 3 clusters Score -71485.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 11997 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71847 members 
Mstep: Class 12 contains 155883 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44359 members 
Mstep: Class 22 contains 18666 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 56889 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31321 members 
Mstep: Class 30 contains 102536 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 275 members 
Entering Unmasked Estep 
Score: -77982928.000000 Penalty: 105949.625000
Splitting cluster 18 changes total score from -77983840.000000 to -77982928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Entering Unmasked Estep 
Score: -653117.125000 Penalty: 2116.980225
	Iteration 0F: 2 clusters Score -653117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -648653.250000 Penalty: 4233.960449
	Iteration 0F: 3 clusters Score -648653.2 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -649932.000000 Penalty: 4233.960449
	Iteration 1F: 3 clusters Score -649932 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -650264.937500 Penalty: 4233.960449
	Iteration 2F: 3 clusters Score -650264.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -650513.562500 Penalty: 4233.960449
	Iteration 3F: 3 clusters Score -650513.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -650748.312500 Penalty: 4233.960449
	Iteration 4F: 3 clusters Score -650748.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -650976.875000 Penalty: 4233.960449
	Iteration 5F: 3 clusters Score -650976.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -651176.500000 Penalty: 4233.960449
	Iteration 6Q: 3 clusters Score -651176.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -651354.750000 Penalty: 4233.960449
	Iteration 7Q: 3 clusters Score -651354.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -651477.687500 Penalty: 4233.960449
	Iteration 8Q: 3 clusters Score -651477.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -651567.500000 Penalty: 4233.960449
	Iteration 9Q: 3 clusters Score -651567.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -651650.687500 Penalty: 4233.960449
	Iteration 10Q: 3 clusters Score -651650.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -651701.500000 Penalty: 4233.960449
	Iteration 11Q: 3 clusters Score -651701.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -651743.875000 Penalty: 4233.960449
	Iteration 12Q: 3 clusters Score -651743.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -651777.500000 Penalty: 4233.960449
	Iteration 13Q: 3 clusters Score -651777.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -651808.875000 Penalty: 4233.960449
	Iteration 14Q: 3 clusters Score -651808.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -651830.875000 Penalty: 4233.960449
	Iteration 15Q: 3 clusters Score -651830.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -651849.437500 Penalty: 4233.960449
	Iteration 16Q: 3 clusters Score -651849.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -651861.250000 Penalty: 4233.960449
	Iteration 17Q: 3 clusters Score -651861.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -651873.000000 Penalty: 4233.960449
	Iteration 18Q: 3 clusters Score -651873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -651885.937500 Penalty: 4233.960449
	Iteration 19Q: 3 clusters Score -651885.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -651894.625000 Penalty: 4233.960449
	Iteration 20F: 3 clusters Score -651894.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -651897.937500 Penalty: 4233.960449
	Iteration 21Q: 3 clusters Score -651897.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -651902.125000 Penalty: 4233.960449
	Iteration 22Q: 3 clusters Score -651902.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -651906.062500 Penalty: 4233.960449
	Iteration 23Q: 3 clusters Score -651906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -651908.062500 Penalty: 4233.960449
	Iteration 24Q: 3 clusters Score -651908.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -651910.562500 Penalty: 4233.960449
	Iteration 25Q: 3 clusters Score -651910.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -651912.437500 Penalty: 4233.960449
	Iteration 26Q: 3 clusters Score -651912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -651913.187500 Penalty: 4233.960449
	Iteration 27Q: 3 clusters Score -651913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -651917.937500 Penalty: 4233.960449
	Iteration 28Q: 3 clusters Score -651917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -651919.250000 Penalty: 4233.960449
	Iteration 29Q: 3 clusters Score -651919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -651921.500000 Penalty: 4233.960449
	Iteration 30Q: 3 clusters Score -651921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -651922.125000 Penalty: 4233.960449
	Iteration 31Q: 3 clusters Score -651922.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -651923.812500 Penalty: 4233.960449
	Iteration 32Q: 3 clusters Score -651923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -651925.437500 Penalty: 4233.960449
	Iteration 33Q: 3 clusters Score -651925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -651925.937500 Penalty: 4233.960449
	Iteration 34Q: 3 clusters Score -651925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -651926.687500 Penalty: 4233.960449
	Iteration 35Q: 3 clusters Score -651926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -651926.875000 Penalty: 4233.960449
	Iteration 36Q: 3 clusters Score -651926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -651926.875000 Penalty: 4233.960449
	Iteration 37F: 3 clusters Score -651926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -329809.125000 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -329809.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -326699.687500 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -326699.7 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -327414.500000 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -327414.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -327665.437500 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -327665.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -327953.687500 Penalty: 3947.107178
	Iteration 3F: 3 clusters Score -327953.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -328244.812500 Penalty: 3947.107178
	Iteration 4F: 3 clusters Score -328244.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -328525.843750 Penalty: 3947.107178
	Iteration 5F: 3 clusters Score -328525.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -328816.406250 Penalty: 3947.107178
	Iteration 6F: 3 clusters Score -328816.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -328993.031250 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -328993 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -329067.875000 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -329067.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -329103.218750 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -329103.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -329128.000000 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -329128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -329149.312500 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -329149.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -329169.187500 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -329169.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -329182.093750 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -329182.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -329195.031250 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -329195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -329205.625000 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -329205.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -329217.312500 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -329217.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -329227.906250 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -329227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -329240.468750 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -329240.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -329249.250000 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -329249.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -329256.187500 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -329256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -329260.906250 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -329260.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -329266.937500 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -329266.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -329280.281250 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -329280.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -329292.656250 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -329292.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -329300.250000 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -329300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -329305.562500 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -329305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -329312.843750 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -329312.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -329320.656250 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -329320.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -329330.437500 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -329330.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -329339.281250 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -329339.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -329344.093750 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -329344.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -329348.500000 Penalty: 3947.107178
	Iteration 32Q: 3 clusters Score -329348.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -329352.625000 Penalty: 3947.107178
	Iteration 33Q: 3 clusters Score -329352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -329352.625000 Penalty: 3947.107178
	Iteration 34F: 3 clusters Score -329352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Entering Unmasked Estep 
Score: -5685688.000000 Penalty: 2653.617676
	Iteration 0F: 2 clusters Score -5685688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5655892.000000 Penalty: 5307.235352
	Iteration 0F: 3 clusters Score -5655892 nChanged 20403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -5666732.000000 Penalty: 5307.235352
	Iteration 1F: 3 clusters Score -5666732 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5667252.500000 Penalty: 5307.235352
	Iteration 2Q: 3 clusters Score -5667252 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -5667708.000000 Penalty: 5307.235352
	Iteration 3Q: 3 clusters Score -5667708 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -5668254.500000 Penalty: 5307.235352
	Iteration 4Q: 3 clusters Score -5668254 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -5669044.500000 Penalty: 5307.235352
	Iteration 5Q: 3 clusters Score -5669044 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -5670106.000000 Penalty: 5307.235352
	Iteration 6Q: 3 clusters Score -5670106 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -5671733.000000 Penalty: 5307.235352
	Iteration 7F: 3 clusters Score -5671733 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -5673883.000000 Penalty: 5307.235352
	Iteration 8F: 3 clusters Score -5673883 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -5676282.000000 Penalty: 5307.235352
	Iteration 9F: 3 clusters Score -5676282 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -5678381.000000 Penalty: 5307.235352
	Iteration 10F: 3 clusters Score -5678381 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -5679856.500000 Penalty: 5307.235352
	Iteration 11Q: 3 clusters Score -5679856 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -5680876.000000 Penalty: 5307.235352
	Iteration 12Q: 3 clusters Score -5680876 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -5681579.000000 Penalty: 5307.235352
	Iteration 13Q: 3 clusters Score -5681579 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -5682151.500000 Penalty: 5307.235352
	Iteration 14Q: 3 clusters Score -5682152 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -5682690.000000 Penalty: 5307.235352
	Iteration 15Q: 3 clusters Score -5682690 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -5683227.000000 Penalty: 5307.235352
	Iteration 16Q: 3 clusters Score -5683227 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -5683806.500000 Penalty: 5307.235352
	Iteration 17Q: 3 clusters Score -5683806 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -5684355.000000 Penalty: 5307.235352
	Iteration 18Q: 3 clusters Score -5684355 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -5684780.000000 Penalty: 5307.235352
	Iteration 19Q: 3 clusters Score -5684780 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -5685107.000000 Penalty: 5307.235352
	Iteration 20F: 3 clusters Score -5685107 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -5685385.000000 Penalty: 5307.235352
	Iteration 21Q: 3 clusters Score -5685385 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -5685642.500000 Penalty: 5307.235352
	Iteration 22Q: 3 clusters Score -5685642 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -5685817.500000 Penalty: 5307.235352
	Iteration 23Q: 3 clusters Score -5685818 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -5685942.500000 Penalty: 5307.235352
	Iteration 24Q: 3 clusters Score -5685942 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -5686067.000000 Penalty: 5307.235352
	Iteration 25Q: 3 clusters Score -5686067 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -5686146.500000 Penalty: 5307.235352
	Iteration 26Q: 3 clusters Score -5686146 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -5686180.500000 Penalty: 5307.235352
	Iteration 27Q: 3 clusters Score -5686180 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -5686221.000000 Penalty: 5307.235352
	Iteration 28Q: 3 clusters Score -5686221 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -5686246.000000 Penalty: 5307.235352
	Iteration 29Q: 3 clusters Score -5686246 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -5686283.500000 Penalty: 5307.235352
	Iteration 30Q: 3 clusters Score -5686284 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -5686298.000000 Penalty: 5307.235352
	Iteration 31Q: 3 clusters Score -5686298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -5686302.500000 Penalty: 5307.235352
	Iteration 32Q: 3 clusters Score -5686302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -5686336.500000 Penalty: 5307.235352
	Iteration 33Q: 3 clusters Score -5686336 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -5686356.500000 Penalty: 5307.235352
	Iteration 34Q: 3 clusters Score -5686356 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -5686361.500000 Penalty: 5307.235352
	Iteration 35Q: 3 clusters Score -5686362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -5686364.000000 Penalty: 5307.235352
	Iteration 36Q: 3 clusters Score -5686364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -5686369.000000 Penalty: 5307.235352
	Iteration 37Q: 3 clusters Score -5686369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -5686388.000000 Penalty: 5307.235352
	Iteration 38Q: 3 clusters Score -5686388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -5686382.500000 Penalty: 5307.235352
	Iteration 39Q: 3 clusters Score -5686382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -5686400.000000 Penalty: 5307.235352
	Iteration 40F: 3 clusters Score -5686400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -5686417.000000 Penalty: 5307.235352
	Iteration 41Q: 3 clusters Score -5686417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -5686428.000000 Penalty: 5307.235352
	Iteration 42Q: 3 clusters Score -5686428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -5686404.500000 Penalty: 5307.235352
	Iteration 43Q: 3 clusters Score -5686404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -5686422.000000 Penalty: 5307.235352
	Iteration 44Q: 3 clusters Score -5686422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -5686433.000000 Penalty: 5307.235352
	Iteration 45Q: 3 clusters Score -5686433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -5686443.000000 Penalty: 5307.235352
	Iteration 46Q: 3 clusters Score -5686443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -5686433.500000 Penalty: 5307.235352
	Iteration 47Q: 3 clusters Score -5686434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -5686443.000000 Penalty: 5307.235352
	Iteration 48Q: 3 clusters Score -5686443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -5686450.500000 Penalty: 5307.235352
	Iteration 49Q: 3 clusters Score -5686450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -5686442.500000 Penalty: 5307.235352
	Iteration 50Q: 3 clusters Score -5686442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -5686447.500000 Penalty: 5307.235352
	Iteration 51Q: 3 clusters Score -5686448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -5686445.500000 Penalty: 5307.235352
	Iteration 52Q: 3 clusters Score -5686446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -5686444.500000 Penalty: 5307.235352
	Iteration 53Q: 3 clusters Score -5686444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -5686438.000000 Penalty: 5307.235352
	Iteration 54Q: 3 clusters Score -5686438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -5686440.500000 Penalty: 5307.235352
	Iteration 55Q: 3 clusters Score -5686440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -5686437.000000 Penalty: 5307.235352
	Iteration 56Q: 3 clusters Score -5686437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -5686437.500000 Penalty: 5307.235352
	Iteration 57Q: 3 clusters Score -5686438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -5686439.000000 Penalty: 5307.235352
	Iteration 58Q: 3 clusters Score -5686439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -5686444.500000 Penalty: 5307.235352
	Iteration 59Q: 3 clusters Score -5686444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -5686447.000000 Penalty: 5307.235352
	Iteration 60F: 3 clusters Score -5686447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -5686443.500000 Penalty: 5307.235352
	Iteration 61Q: 3 clusters Score -5686444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -5686445.000000 Penalty: 5307.235352
	Iteration 62Q: 3 clusters Score -5686445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -5686445.000000 Penalty: 5307.235352
	Iteration 63F: 3 clusters Score -5686445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 11997 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71847 members 
Mstep: Class 12 contains 155883 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 34200 members 
Mstep: Class 22 contains 18666 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 56889 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31321 members 
Mstep: Class 30 contains 102536 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 10159 members 
Entering Unmasked Estep 
Score: -77983456.000000 Penalty: 105949.625000
Splitting cluster 21 changes total score from -77983840.000000 to -77983456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (18666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Entering Unmasked Estep 
Score: -2379952.000000 Penalty: 2438.945801
	Iteration 0F: 2 clusters Score -2379952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2366695.000000 Penalty: 4877.891602
	Iteration 0F: 3 clusters Score -2366695 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2371105.750000 Penalty: 4877.891602
	Iteration 1F: 3 clusters Score -2371106 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2371498.500000 Penalty: 4877.891602
	Iteration 2F: 3 clusters Score -2371498 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2371831.500000 Penalty: 4877.891602
	Iteration 3Q: 3 clusters Score -2371832 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2372128.750000 Penalty: 4877.891602
	Iteration 4Q: 3 clusters Score -2372129 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2372388.500000 Penalty: 4877.891602
	Iteration 5Q: 3 clusters Score -2372388 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2372682.750000 Penalty: 4877.891602
	Iteration 6Q: 3 clusters Score -2372683 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2373049.250000 Penalty: 4877.891602
	Iteration 7Q: 3 clusters Score -2373049 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2373457.750000 Penalty: 4877.891602
	Iteration 8Q: 3 clusters Score -2373458 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2373973.500000 Penalty: 4877.891602
	Iteration 9Q: 3 clusters Score -2373974 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2374568.000000 Penalty: 4877.891602
	Iteration 10Q: 3 clusters Score -2374568 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2375200.500000 Penalty: 4877.891602
	Iteration 11Q: 3 clusters Score -2375200 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2375772.000000 Penalty: 4877.891602
	Iteration 12Q: 3 clusters Score -2375772 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2376361.000000 Penalty: 4877.891602
	Iteration 13Q: 3 clusters Score -2376361 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2376861.000000 Penalty: 4877.891602
	Iteration 14Q: 3 clusters Score -2376861 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2377193.000000 Penalty: 4877.891602
	Iteration 15Q: 3 clusters Score -2377193 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2377409.750000 Penalty: 4877.891602
	Iteration 16Q: 3 clusters Score -2377410 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2377548.750000 Penalty: 4877.891602
	Iteration 17Q: 3 clusters Score -2377549 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2377652.000000 Penalty: 4877.891602
	Iteration 18Q: 3 clusters Score -2377652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2377727.750000 Penalty: 4877.891602
	Iteration 19Q: 3 clusters Score -2377728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2377803.500000 Penalty: 4877.891602
	Iteration 20F: 3 clusters Score -2377804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2377870.750000 Penalty: 4877.891602
	Iteration 21Q: 3 clusters Score -2377871 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2377927.500000 Penalty: 4877.891602
	Iteration 22Q: 3 clusters Score -2377928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2377969.250000 Penalty: 4877.891602
	Iteration 23Q: 3 clusters Score -2377969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2378003.500000 Penalty: 4877.891602
	Iteration 24Q: 3 clusters Score -2378004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2378031.500000 Penalty: 4877.891602
	Iteration 25Q: 3 clusters Score -2378032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2378047.000000 Penalty: 4877.891602
	Iteration 26Q: 3 clusters Score -2378047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2378061.750000 Penalty: 4877.891602
	Iteration 27Q: 3 clusters Score -2378062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2378067.000000 Penalty: 4877.891602
	Iteration 28Q: 3 clusters Score -2378067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2378076.250000 Penalty: 4877.891602
	Iteration 29Q: 3 clusters Score -2378076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2378088.250000 Penalty: 4877.891602
	Iteration 30Q: 3 clusters Score -2378088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2378095.500000 Penalty: 4877.891602
	Iteration 31Q: 3 clusters Score -2378096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2378100.000000 Penalty: 4877.891602
	Iteration 32Q: 3 clusters Score -2378100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2378104.000000 Penalty: 4877.891602
	Iteration 33Q: 3 clusters Score -2378104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2378104.500000 Penalty: 4877.891602
	Iteration 34Q: 3 clusters Score -2378104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2378107.500000 Penalty: 4877.891602
	Iteration 35Q: 3 clusters Score -2378108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2378107.750000 Penalty: 4877.891602
	Iteration 36Q: 3 clusters Score -2378108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2378104.750000 Penalty: 4877.891602
	Iteration 37Q: 3 clusters Score -2378105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2378105.500000 Penalty: 4877.891602
	Iteration 38Q: 3 clusters Score -2378106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2378105.750000 Penalty: 4877.891602
	Iteration 39Q: 3 clusters Score -2378106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2378105.750000 Penalty: 4877.891602
	Iteration 40F: 3 clusters Score -2378106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -370566.562500 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -370566.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -367257.281250 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -367257.3 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367931.437500 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -367931.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -368094.062500 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -368094.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -368196.875000 Penalty: 3969.999512
	Iteration 3Q: 3 clusters Score -368196.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -368272.687500 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -368272.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -368327.812500 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -368327.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -368377.187500 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -368377.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -368420.625000 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -368420.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -368454.625000 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -368454.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -368478.187500 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -368478.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -368502.125000 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -368502.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -368521.812500 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -368521.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -368541.562500 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -368541.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -368559.156250 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -368559.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -368576.593750 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -368576.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -368591.406250 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -368591.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -368599.875000 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -368599.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -368606.906250 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -368606.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368613.562500 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -368613.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368617.593750 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -368617.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -368620.281250 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -368620.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -368624.906250 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -368624.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -368627.718750 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -368627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368630.093750 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -368630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -368632.781250 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -368632.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -368638.031250 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -368638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -368642.093750 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -368642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -368642.250000 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -368642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -368643.062500 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -368643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -368643.062500 Penalty: 3969.999512
	Iteration 29F: 3 clusters Score -368643.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Entering Unmasked Estep 
Score: -7281858.500000 Penalty: 2715.316650
	Iteration 0F: 2 clusters Score -7281858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -7243606.000000 Penalty: 5430.633301
	Iteration 0F: 3 clusters Score -7243606 nChanged 26423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -7258477.000000 Penalty: 5430.633301
	Iteration 1F: 3 clusters Score -7258477 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -7259331.500000 Penalty: 5430.633301
	Iteration 2Q: 3 clusters Score -7259332 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -7260487.500000 Penalty: 5430.633301
	Iteration 3Q: 3 clusters Score -7260488 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -7262358.000000 Penalty: 5430.633301
	Iteration 4F: 3 clusters Score -7262358 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -7265174.000000 Penalty: 5430.633301
	Iteration 5F: 3 clusters Score -7265174 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -7268843.500000 Penalty: 5430.633301
	Iteration 6F: 3 clusters Score -7268844 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -7272982.000000 Penalty: 5430.633301
	Iteration 7F: 3 clusters Score -7272982 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7276211.500000 Penalty: 5430.633301
	Iteration 8F: 3 clusters Score -7276212 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7278040.500000 Penalty: 5430.633301
	Iteration 9Q: 3 clusters Score -7278040 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7278798.000000 Penalty: 5430.633301
	Iteration 10Q: 3 clusters Score -7278798 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7279130.500000 Penalty: 5430.633301
	Iteration 11Q: 3 clusters Score -7279130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7279281.000000 Penalty: 5430.633301
	Iteration 12Q: 3 clusters Score -7279281 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7279364.000000 Penalty: 5430.633301
	Iteration 13Q: 3 clusters Score -7279364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7279406.000000 Penalty: 5430.633301
	Iteration 14Q: 3 clusters Score -7279406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7279439.000000 Penalty: 5430.633301
	Iteration 15Q: 3 clusters Score -7279439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7279458.500000 Penalty: 5430.633301
	Iteration 16Q: 3 clusters Score -7279458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7279458.000000 Penalty: 5430.633301
	Iteration 17Q: 3 clusters Score -7279458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7279466.500000 Penalty: 5430.633301
	Iteration 18Q: 3 clusters Score -7279466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7279472.500000 Penalty: 5430.633301
	Iteration 19Q: 3 clusters Score -7279472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7279474.500000 Penalty: 5430.633301
	Iteration 20F: 3 clusters Score -7279474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7279481.500000 Penalty: 5430.633301
	Iteration 21Q: 3 clusters Score -7279482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7279480.500000 Penalty: 5430.633301
	Iteration 22Q: 3 clusters Score -7279480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7279480.500000 Penalty: 5430.633301
	Iteration 23F: 3 clusters Score -7279480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -118451.078125 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -118451.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116568.507812 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -116568.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116842.945312 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -116842.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116925.812500 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -116925.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116974.718750 Penalty: 3411.138916
	Iteration 3Q: 3 clusters Score -116974.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117032.914062 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -117032.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117098.648438 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -117098.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117163.945312 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -117163.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117221.750000 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -117221.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117263.625000 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -117263.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117281.968750 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -117282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117304.632812 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -117304.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117340.023438 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -117340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117377.390625 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -117377.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117430.937500 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -117430.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117486.195312 Penalty: 3411.138916
	Iteration 14Q: 3 clusters Score -117486.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117544.078125 Penalty: 3411.138916
	Iteration 15Q: 3 clusters Score -117544.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117606.265625 Penalty: 3411.138916
	Iteration 16Q: 3 clusters Score -117606.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117648.914062 Penalty: 3411.138916
	Iteration 17Q: 3 clusters Score -117648.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117677.117188 Penalty: 3411.138916
	Iteration 18Q: 3 clusters Score -117677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117692.421875 Penalty: 3411.138916
	Iteration 19Q: 3 clusters Score -117692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117716.242188 Penalty: 3411.138916
	Iteration 20F: 3 clusters Score -117716.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117762.570312 Penalty: 3411.138916
	Iteration 21Q: 3 clusters Score -117762.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117786.343750 Penalty: 3411.138916
	Iteration 22Q: 3 clusters Score -117786.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117792.171875 Penalty: 3411.138916
	Iteration 23Q: 3 clusters Score -117792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117797.039062 Penalty: 3411.138916
	Iteration 24Q: 3 clusters Score -117797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117802.585938 Penalty: 3411.138916
	Iteration 25Q: 3 clusters Score -117802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117807.234375 Penalty: 3411.138916
	Iteration 26Q: 3 clusters Score -117807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117807.234375 Penalty: 3411.138916
	Iteration 27F: 3 clusters Score -117807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -266082.437500 Penalty: 1891.147583
	Iteration 0F: 2 clusters Score -266082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -263399.250000 Penalty: 3782.295166
	Iteration 0F: 3 clusters Score -263399.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -263849.500000 Penalty: 3782.295166
	Iteration 1F: 3 clusters Score -263849.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -263989.031250 Penalty: 3782.295166
	Iteration 2F: 3 clusters Score -263989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -264052.218750 Penalty: 3782.295166
	Iteration 3Q: 3 clusters Score -264052.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -264086.906250 Penalty: 3782.295166
	Iteration 4Q: 3 clusters Score -264086.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -264115.093750 Penalty: 3782.295166
	Iteration 5Q: 3 clusters Score -264115.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -264136.187500 Penalty: 3782.295166
	Iteration 6Q: 3 clusters Score -264136.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -264148.906250 Penalty: 3782.295166
	Iteration 7Q: 3 clusters Score -264148.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -264159.968750 Penalty: 3782.295166
	Iteration 8Q: 3 clusters Score -264160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -264170.656250 Penalty: 3782.295166
	Iteration 9Q: 3 clusters Score -264170.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -264178.750000 Penalty: 3782.295166
	Iteration 10Q: 3 clusters Score -264178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -264186.125000 Penalty: 3782.295166
	Iteration 11Q: 3 clusters Score -264186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -264189.312500 Penalty: 3782.295166
	Iteration 12Q: 3 clusters Score -264189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -264193.468750 Penalty: 3782.295166
	Iteration 13Q: 3 clusters Score -264193.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -264195.906250 Penalty: 3782.295166
	Iteration 14Q: 3 clusters Score -264195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -264198.125000 Penalty: 3782.295166
	Iteration 15Q: 3 clusters Score -264198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -264201.687500 Penalty: 3782.295166
	Iteration 16Q: 3 clusters Score -264201.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -264203.718750 Penalty: 3782.295166
	Iteration 17Q: 3 clusters Score -264203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -264204.156250 Penalty: 3782.295166
	Iteration 18Q: 3 clusters Score -264204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -264204.656250 Penalty: 3782.295166
	Iteration 19Q: 3 clusters Score -264204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -264205.062500 Penalty: 3782.295166
	Iteration 20F: 3 clusters Score -264205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -264206.468750 Penalty: 3782.295166
	Iteration 21Q: 3 clusters Score -264206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -264207.500000 Penalty: 3782.295166
	Iteration 22Q: 3 clusters Score -264207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -264209.406250 Penalty: 3782.295166
	Iteration 23Q: 3 clusters Score -264209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -264210.312500 Penalty: 3782.295166
	Iteration 24Q: 3 clusters Score -264210.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -264211.250000 Penalty: 3782.295166
	Iteration 25Q: 3 clusters Score -264211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -264211.843750 Penalty: 3782.295166
	Iteration 26Q: 3 clusters Score -264211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -264212.187500 Penalty: 3782.295166
	Iteration 27Q: 3 clusters Score -264212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -264212.750000 Penalty: 3782.295166
	Iteration 28Q: 3 clusters Score -264212.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -264212.750000 Penalty: 3782.295166
	Iteration 29F: 3 clusters Score -264212.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -1190952.625000 Penalty: 2274.479248
	Iteration 0F: 2 clusters Score -1190953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1183520.250000 Penalty: 4548.958496
	Iteration 0F: 3 clusters Score -1183520 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1185663.500000 Penalty: 4548.958496
	Iteration 1F: 3 clusters Score -1185664 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1185974.250000 Penalty: 4548.958496
	Iteration 2F: 3 clusters Score -1185974 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1186190.625000 Penalty: 4548.958496
	Iteration 3F: 3 clusters Score -1186191 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1186327.625000 Penalty: 4548.958496
	Iteration 4Q: 3 clusters Score -1186328 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1186454.750000 Penalty: 4548.958496
	Iteration 5Q: 3 clusters Score -1186455 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1186598.750000 Penalty: 4548.958496
	Iteration 6Q: 3 clusters Score -1186599 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1186755.375000 Penalty: 4548.958496
	Iteration 7Q: 3 clusters Score -1186755 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1186898.750000 Penalty: 4548.958496
	Iteration 8Q: 3 clusters Score -1186899 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1187026.625000 Penalty: 4548.958496
	Iteration 9Q: 3 clusters Score -1187027 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1187135.500000 Penalty: 4548.958496
	Iteration 10Q: 3 clusters Score -1187136 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1187222.000000 Penalty: 4548.958496
	Iteration 11Q: 3 clusters Score -1187222 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1187309.625000 Penalty: 4548.958496
	Iteration 12Q: 3 clusters Score -1187310 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1187391.875000 Penalty: 4548.958496
	Iteration 13Q: 3 clusters Score -1187392 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1187471.625000 Penalty: 4548.958496
	Iteration 14Q: 3 clusters Score -1187472 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1187551.875000 Penalty: 4548.958496
	Iteration 15Q: 3 clusters Score -1187552 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1187637.875000 Penalty: 4548.958496
	Iteration 16Q: 3 clusters Score -1187638 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1187716.250000 Penalty: 4548.958496
	Iteration 17Q: 3 clusters Score -1187716 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1187773.375000 Penalty: 4548.958496
	Iteration 18Q: 3 clusters Score -1187773 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1187850.875000 Penalty: 4548.958496
	Iteration 19Q: 3 clusters Score -1187851 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1187936.875000 Penalty: 4548.958496
	Iteration 20F: 3 clusters Score -1187937 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1188034.375000 Penalty: 4548.958496
	Iteration 21Q: 3 clusters Score -1188034 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1188155.375000 Penalty: 4548.958496
	Iteration 22Q: 3 clusters Score -1188155 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1188276.000000 Penalty: 4548.958496
	Iteration 23Q: 3 clusters Score -1188276 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1188375.125000 Penalty: 4548.958496
	Iteration 24Q: 3 clusters Score -1188375 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1188477.375000 Penalty: 4548.958496
	Iteration 25Q: 3 clusters Score -1188477 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1188617.250000 Penalty: 4548.958496
	Iteration 26Q: 3 clusters Score -1188617 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1188762.375000 Penalty: 4548.958496
	Iteration 27Q: 3 clusters Score -1188762 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1188918.875000 Penalty: 4548.958496
	Iteration 28Q: 3 clusters Score -1188919 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1189081.000000 Penalty: 4548.958496
	Iteration 29Q: 3 clusters Score -1189081 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1189177.250000 Penalty: 4548.958496
	Iteration 30Q: 3 clusters Score -1189177 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1189230.375000 Penalty: 4548.958496
	Iteration 31Q: 3 clusters Score -1189230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1189249.625000 Penalty: 4548.958496
	Iteration 32Q: 3 clusters Score -1189250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1189262.250000 Penalty: 4548.958496
	Iteration 33Q: 3 clusters Score -1189262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1189273.250000 Penalty: 4548.958496
	Iteration 34Q: 3 clusters Score -1189273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1189278.750000 Penalty: 4548.958496
	Iteration 35Q: 3 clusters Score -1189279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1189286.375000 Penalty: 4548.958496
	Iteration 36Q: 3 clusters Score -1189286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1189289.375000 Penalty: 4548.958496
	Iteration 37Q: 3 clusters Score -1189289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1189293.875000 Penalty: 4548.958496
	Iteration 38Q: 3 clusters Score -1189294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1189296.875000 Penalty: 4548.958496
	Iteration 39Q: 3 clusters Score -1189297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1189300.250000 Penalty: 4548.958496
	Iteration 40F: 3 clusters Score -1189300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1189306.750000 Penalty: 4548.958496
	Iteration 41Q: 3 clusters Score -1189307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1189312.000000 Penalty: 4548.958496
	Iteration 42Q: 3 clusters Score -1189312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1189316.875000 Penalty: 4548.958496
	Iteration 43Q: 3 clusters Score -1189317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1189320.500000 Penalty: 4548.958496
	Iteration 44Q: 3 clusters Score -1189320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1189319.125000 Penalty: 4548.958496
	Iteration 45Q: 3 clusters Score -1189319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1189320.750000 Penalty: 4548.958496
	Iteration 46Q: 3 clusters Score -1189321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1189320.750000 Penalty: 4548.958496
	Iteration 47Q: 3 clusters Score -1189321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1189321.750000 Penalty: 4548.958496
	Iteration 48Q: 3 clusters Score -1189322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1189324.250000 Penalty: 4548.958496
	Iteration 49Q: 3 clusters Score -1189324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1189325.250000 Penalty: 4548.958496
	Iteration 50Q: 3 clusters Score -1189325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1189325.250000 Penalty: 4548.958496
	Iteration 51Q: 3 clusters Score -1189325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1189324.750000 Penalty: 4548.958496
	Iteration 52Q: 3 clusters Score -1189325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1189327.625000 Penalty: 4548.958496
	Iteration 53Q: 3 clusters Score -1189328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1189327.625000 Penalty: 4548.958496
	Iteration 54F: 3 clusters Score -1189328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -42451.750000 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42451.75 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 196 members 
Entering Unmasked Estep 
Score: -41223.667969 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41223.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41386.535156 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41386.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41403.527344 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -41403.53 nChanged 4
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: -41418.031250 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41418.03 nChanged 5
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: -41451.902344 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -41451.9 nChanged 10
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: -41490.199219 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -41490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41509.542969 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -41509.54 nChanged 6
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: -41525.964844 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -41525.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41529.312500 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -41529.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41532.015625 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -41532.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41534.156250 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -41534.16 nChanged 1
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: -41536.675781 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -41536.68 nChanged 0
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: -41536.675781 Penalty: 2916.744385
	Iteration 12F: 3 clusters Score -41536.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Entering Unmasked Estep 
Score: -3760435.750000 Penalty: 2567.306885
	Iteration 0F: 2 clusters Score -3760436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3739031.000000 Penalty: 5134.613770
	Iteration 0F: 3 clusters Score -3739031 nChanged 14100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3746985.000000 Penalty: 5134.613770
	Iteration 1F: 3 clusters Score -3746985 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3747804.250000 Penalty: 5134.613770
	Iteration 2F: 3 clusters Score -3747804 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3748726.750000 Penalty: 5134.613770
	Iteration 3F: 3 clusters Score -3748727 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3749843.750000 Penalty: 5134.613770
	Iteration 4F: 3 clusters Score -3749844 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3751214.250000 Penalty: 5134.613770
	Iteration 5F: 3 clusters Score -3751214 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3752780.000000 Penalty: 5134.613770
	Iteration 6F: 3 clusters Score -3752780 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3754149.000000 Penalty: 5134.613770
	Iteration 7F: 3 clusters Score -3754149 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3755083.500000 Penalty: 5134.613770
	Iteration 8Q: 3 clusters Score -3755084 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3755557.500000 Penalty: 5134.613770
	Iteration 9Q: 3 clusters Score -3755558 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3755778.750000 Penalty: 5134.613770
	Iteration 10Q: 3 clusters Score -3755779 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3755913.750000 Penalty: 5134.613770
	Iteration 11Q: 3 clusters Score -3755914 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3755994.750000 Penalty: 5134.613770
	Iteration 12Q: 3 clusters Score -3755995 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3756004.000000 Penalty: 5134.613770
	Iteration 13Q: 3 clusters Score -3756004 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3756045.250000 Penalty: 5134.613770
	Iteration 14Q: 3 clusters Score -3756045 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3756076.750000 Penalty: 5134.613770
	Iteration 15Q: 3 clusters Score -3756077 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3756085.500000 Penalty: 5134.613770
	Iteration 16Q: 3 clusters Score -3756086 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3756099.750000 Penalty: 5134.613770
	Iteration 17Q: 3 clusters Score -3756100 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3756125.750000 Penalty: 5134.613770
	Iteration 18Q: 3 clusters Score -3756126 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3756143.500000 Penalty: 5134.613770
	Iteration 19Q: 3 clusters Score -3756144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3756171.000000 Penalty: 5134.613770
	Iteration 20F: 3 clusters Score -3756171 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3756184.000000 Penalty: 5134.613770
	Iteration 21Q: 3 clusters Score -3756184 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3756202.000000 Penalty: 5134.613770
	Iteration 22Q: 3 clusters Score -3756202 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3756229.750000 Penalty: 5134.613770
	Iteration 23Q: 3 clusters Score -3756230 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3756249.000000 Penalty: 5134.613770
	Iteration 24Q: 3 clusters Score -3756249 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3756272.750000 Penalty: 5134.613770
	Iteration 25Q: 3 clusters Score -3756273 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3756271.000000 Penalty: 5134.613770
	Iteration 26Q: 3 clusters Score -3756271 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -3756288.750000 Penalty: 5134.613770
	Iteration 27Q: 3 clusters Score -3756289 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3756311.250000 Penalty: 5134.613770
	Iteration 28Q: 3 clusters Score -3756311 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -3756315.500000 Penalty: 5134.613770
	Iteration 29Q: 3 clusters Score -3756316 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3756317.750000 Penalty: 5134.613770
	Iteration 30Q: 3 clusters Score -3756318 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3756342.000000 Penalty: 5134.613770
	Iteration 31Q: 3 clusters Score -3756342 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3756349.250000 Penalty: 5134.613770
	Iteration 32Q: 3 clusters Score -3756349 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3756378.250000 Penalty: 5134.613770
	Iteration 33Q: 3 clusters Score -3756378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3756389.750000 Penalty: 5134.613770
	Iteration 34Q: 3 clusters Score -3756390 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3756398.750000 Penalty: 5134.613770
	Iteration 35Q: 3 clusters Score -3756399 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3756413.500000 Penalty: 5134.613770
	Iteration 36Q: 3 clusters Score -3756414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3756435.500000 Penalty: 5134.613770
	Iteration 37Q: 3 clusters Score -3756436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3756449.500000 Penalty: 5134.613770
	Iteration 38Q: 3 clusters Score -3756450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3756460.000000 Penalty: 5134.613770
	Iteration 39Q: 3 clusters Score -3756460 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3756474.000000 Penalty: 5134.613770
	Iteration 40F: 3 clusters Score -3756474 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3756489.250000 Penalty: 5134.613770
	Iteration 41Q: 3 clusters Score -3756489 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3756519.250000 Penalty: 5134.613770
	Iteration 42Q: 3 clusters Score -3756519 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3756529.500000 Penalty: 5134.613770
	Iteration 43Q: 3 clusters Score -3756530 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3756555.500000 Penalty: 5134.613770
	Iteration 44Q: 3 clusters Score -3756556 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3756575.500000 Penalty: 5134.613770
	Iteration 45Q: 3 clusters Score -3756576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3756599.000000 Penalty: 5134.613770
	Iteration 46Q: 3 clusters Score -3756599 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3756620.000000 Penalty: 5134.613770
	Iteration 47Q: 3 clusters Score -3756620 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3756636.000000 Penalty: 5134.613770
	Iteration 48Q: 3 clusters Score -3756636 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3756668.500000 Penalty: 5134.613770
	Iteration 49Q: 3 clusters Score -3756668 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3756706.000000 Penalty: 5134.613770
	Iteration 50Q: 3 clusters Score -3756706 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3756742.500000 Penalty: 5134.613770
	Iteration 51Q: 3 clusters Score -3756742 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3756771.750000 Penalty: 5134.613770
	Iteration 52Q: 3 clusters Score -3756772 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3756825.500000 Penalty: 5134.613770
	Iteration 53Q: 3 clusters Score -3756826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3756846.250000 Penalty: 5134.613770
	Iteration 54Q: 3 clusters Score -3756846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3756874.750000 Penalty: 5134.613770
	Iteration 55Q: 3 clusters Score -3756875 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3756901.250000 Penalty: 5134.613770
	Iteration 56Q: 3 clusters Score -3756901 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3756929.750000 Penalty: 5134.613770
	Iteration 57Q: 3 clusters Score -3756930 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3756961.500000 Penalty: 5134.613770
	Iteration 58Q: 3 clusters Score -3756962 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3756997.250000 Penalty: 5134.613770
	Iteration 59Q: 3 clusters Score -3756997 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3757030.000000 Penalty: 5134.613770
	Iteration 60F: 3 clusters Score -3757030 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3757065.250000 Penalty: 5134.613770
	Iteration 61Q: 3 clusters Score -3757065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3757091.750000 Penalty: 5134.613770
	Iteration 62Q: 3 clusters Score -3757092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3757119.000000 Penalty: 5134.613770
	Iteration 63Q: 3 clusters Score -3757119 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3757152.750000 Penalty: 5134.613770
	Iteration 64Q: 3 clusters Score -3757153 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3757190.750000 Penalty: 5134.613770
	Iteration 65Q: 3 clusters Score -3757191 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3757216.750000 Penalty: 5134.613770
	Iteration 66Q: 3 clusters Score -3757217 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3757253.250000 Penalty: 5134.613770
	Iteration 67Q: 3 clusters Score -3757253 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3757297.500000 Penalty: 5134.613770
	Iteration 68Q: 3 clusters Score -3757298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3757315.500000 Penalty: 5134.613770
	Iteration 69Q: 3 clusters Score -3757316 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3757331.000000 Penalty: 5134.613770
	Iteration 70Q: 3 clusters Score -3757331 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3757367.750000 Penalty: 5134.613770
	Iteration 71Q: 3 clusters Score -3757368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3757418.000000 Penalty: 5134.613770
	Iteration 72Q: 3 clusters Score -3757418 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3757455.000000 Penalty: 5134.613770
	Iteration 73Q: 3 clusters Score -3757455 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3757494.750000 Penalty: 5134.613770
	Iteration 74Q: 3 clusters Score -3757495 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3757549.500000 Penalty: 5134.613770
	Iteration 75Q: 3 clusters Score -3757550 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3757606.000000 Penalty: 5134.613770
	Iteration 76Q: 3 clusters Score -3757606 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3757655.500000 Penalty: 5134.613770
	Iteration 77Q: 3 clusters Score -3757656 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3757709.000000 Penalty: 5134.613770
	Iteration 78Q: 3 clusters Score -3757709 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3757752.750000 Penalty: 5134.613770
	Iteration 79Q: 3 clusters Score -3757753 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3757800.000000 Penalty: 5134.613770
	Iteration 80F: 3 clusters Score -3757800 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3757860.250000 Penalty: 5134.613770
	Iteration 81Q: 3 clusters Score -3757860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3757905.500000 Penalty: 5134.613770
	Iteration 82Q: 3 clusters Score -3757906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3757955.250000 Penalty: 5134.613770
	Iteration 83Q: 3 clusters Score -3757955 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3757999.750000 Penalty: 5134.613770
	Iteration 84Q: 3 clusters Score -3758000 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3758029.500000 Penalty: 5134.613770
	Iteration 85Q: 3 clusters Score -3758030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3758073.250000 Penalty: 5134.613770
	Iteration 86Q: 3 clusters Score -3758073 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3758107.000000 Penalty: 5134.613770
	Iteration 87Q: 3 clusters Score -3758107 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3758146.750000 Penalty: 5134.613770
	Iteration 88Q: 3 clusters Score -3758147 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3758180.500000 Penalty: 5134.613770
	Iteration 89Q: 3 clusters Score -3758180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3758218.500000 Penalty: 5134.613770
	Iteration 90Q: 3 clusters Score -3758218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3758233.000000 Penalty: 5134.613770
	Iteration 91Q: 3 clusters Score -3758233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3758248.500000 Penalty: 5134.613770
	Iteration 92Q: 3 clusters Score -3758248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3758270.250000 Penalty: 5134.613770
	Iteration 93Q: 3 clusters Score -3758270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3758285.500000 Penalty: 5134.613770
	Iteration 94Q: 3 clusters Score -3758286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3758308.750000 Penalty: 5134.613770
	Iteration 95Q: 3 clusters Score -3758309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3758309.750000 Penalty: 5134.613770
	Iteration 96Q: 3 clusters Score -3758310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3758320.250000 Penalty: 5134.613770
	Iteration 97Q: 3 clusters Score -3758320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3758333.250000 Penalty: 5134.613770
	Iteration 98Q: 3 clusters Score -3758333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3758344.250000 Penalty: 5134.613770
	Iteration 99Q: 3 clusters Score -3758344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3758353.250000 Penalty: 5134.613770
	Iteration 100F: 3 clusters Score -3758353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3758360.250000 Penalty: 5134.613770
	Iteration 101Q: 3 clusters Score -3758360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3758364.750000 Penalty: 5134.613770
	Iteration 102Q: 3 clusters Score -3758365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3758374.500000 Penalty: 5134.613770
	Iteration 103Q: 3 clusters Score -3758374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3758379.000000 Penalty: 5134.613770
	Iteration 104Q: 3 clusters Score -3758379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3758383.500000 Penalty: 5134.613770
	Iteration 105Q: 3 clusters Score -3758384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3758386.000000 Penalty: 5134.613770
	Iteration 106Q: 3 clusters Score -3758386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3758392.250000 Penalty: 5134.613770
	Iteration 107Q: 3 clusters Score -3758392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3758397.750000 Penalty: 5134.613770
	Iteration 108Q: 3 clusters Score -3758398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3758400.750000 Penalty: 5134.613770
	Iteration 109Q: 3 clusters Score -3758401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3758403.250000 Penalty: 5134.613770
	Iteration 110Q: 3 clusters Score -3758403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3758405.000000 Penalty: 5134.613770
	Iteration 111Q: 3 clusters Score -3758405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3758407.500000 Penalty: 5134.613770
	Iteration 112Q: 3 clusters Score -3758408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3758409.250000 Penalty: 5134.613770
	Iteration 113Q: 3 clusters Score -3758409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3758419.000000 Penalty: 5134.613770
	Iteration 114Q: 3 clusters Score -3758419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3758417.750000 Penalty: 5134.613770
	Iteration 115Q: 3 clusters Score -3758418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3758419.250000 Penalty: 5134.613770
	Iteration 116Q: 3 clusters Score -3758419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3758419.500000 Penalty: 5134.613770
	Iteration 117Q: 3 clusters Score -3758420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3758412.250000 Penalty: 5134.613770
	Iteration 118Q: 3 clusters Score -3758412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3758418.250000 Penalty: 5134.613770
	Iteration 119Q: 3 clusters Score -3758418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3758418.250000 Penalty: 5134.613770
	Iteration 120F: 3 clusters Score -3758418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (102536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Entering Unmasked Estep 
Score: -13062592.000000 Penalty: 2861.416504
	Iteration 0F: 2 clusters Score -1.306259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -12994140.000000 Penalty: 5722.833008
	Iteration 0F: 3 clusters Score -1.299414e+07 nChanged 48743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -13021975.000000 Penalty: 5722.833008
	Iteration 1F: 3 clusters Score -1.302198e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -13022779.000000 Penalty: 5722.833008
	Iteration 2Q: 3 clusters Score -1.302278e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -13023785.000000 Penalty: 5722.833008
	Iteration 3Q: 3 clusters Score -1.302378e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -13025206.000000 Penalty: 5722.833008
	Iteration 4Q: 3 clusters Score -1.302521e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -13027282.000000 Penalty: 5722.833008
	Iteration 5Q: 3 clusters Score -1.302728e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -13030267.000000 Penalty: 5722.833008
	Iteration 6F: 3 clusters Score -1.303027e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -13034174.000000 Penalty: 5722.833008
	Iteration 7F: 3 clusters Score -1.303417e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -13038200.000000 Penalty: 5722.833008
	Iteration 8F: 3 clusters Score -1.30382e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -13042197.000000 Penalty: 5722.833008
	Iteration 9F: 3 clusters Score -1.30422e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -13046109.000000 Penalty: 5722.833008
	Iteration 10Q: 3 clusters Score -1.304611e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -13049789.000000 Penalty: 5722.833008
	Iteration 11Q: 3 clusters Score -1.304979e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -13052352.000000 Penalty: 5722.833008
	Iteration 12Q: 3 clusters Score -1.305235e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -13053768.000000 Penalty: 5722.833008
	Iteration 13Q: 3 clusters Score -1.305377e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -13054607.000000 Penalty: 5722.833008
	Iteration 14Q: 3 clusters Score -1.305461e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -13055227.000000 Penalty: 5722.833008
	Iteration 15Q: 3 clusters Score -1.305523e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -13055698.000000 Penalty: 5722.833008
	Iteration 16Q: 3 clusters Score -1.30557e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -13056151.000000 Penalty: 5722.833008
	Iteration 17Q: 3 clusters Score -1.305615e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -13056571.000000 Penalty: 5722.833008
	Iteration 18Q: 3 clusters Score -1.305657e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -13056903.000000 Penalty: 5722.833008
	Iteration 19Q: 3 clusters Score -1.30569e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90223 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -13057183.000000 Penalty: 5722.833008
	Iteration 20F: 3 clusters Score -1.305718e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -13057426.000000 Penalty: 5722.833008
	Iteration 21Q: 3 clusters Score -1.305743e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -13057676.000000 Penalty: 5722.833008
	Iteration 22Q: 3 clusters Score -1.305768e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92228 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -13057839.000000 Penalty: 5722.833008
	Iteration 23Q: 3 clusters Score -1.305784e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -13057928.000000 Penalty: 5722.833008
	Iteration 24Q: 3 clusters Score -1.305793e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -13058014.000000 Penalty: 5722.833008
	Iteration 25Q: 3 clusters Score -1.305801e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -13058156.000000 Penalty: 5722.833008
	Iteration 26Q: 3 clusters Score -1.305816e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -13058211.000000 Penalty: 5722.833008
	Iteration 27Q: 3 clusters Score -1.305821e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -13058272.000000 Penalty: 5722.833008
	Iteration 28Q: 3 clusters Score -1.305827e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -13058283.000000 Penalty: 5722.833008
	Iteration 29Q: 3 clusters Score -1.305828e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95124 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -13058354.000000 Penalty: 5722.833008
	Iteration 30Q: 3 clusters Score -1.305835e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95413 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -13058444.000000 Penalty: 5722.833008
	Iteration 31Q: 3 clusters Score -1.305844e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -13058480.000000 Penalty: 5722.833008
	Iteration 32Q: 3 clusters Score -1.305848e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -13058581.000000 Penalty: 5722.833008
	Iteration 33Q: 3 clusters Score -1.305858e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -13058667.000000 Penalty: 5722.833008
	Iteration 34Q: 3 clusters Score -1.305867e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -13058764.000000 Penalty: 5722.833008
	Iteration 35Q: 3 clusters Score -1.305876e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -13058789.000000 Penalty: 5722.833008
	Iteration 36Q: 3 clusters Score -1.305879e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -13058878.000000 Penalty: 5722.833008
	Iteration 37Q: 3 clusters Score -1.305888e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -13058964.000000 Penalty: 5722.833008
	Iteration 38Q: 3 clusters Score -1.305896e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -13059046.000000 Penalty: 5722.833008
	Iteration 39Q: 3 clusters Score -1.305905e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -13059114.000000 Penalty: 5722.833008
	Iteration 40F: 3 clusters Score -1.305911e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -13059136.000000 Penalty: 5722.833008
	Iteration 41Q: 3 clusters Score -1.305914e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -13059133.000000 Penalty: 5722.833008
	Iteration 42Q: 3 clusters Score -1.305913e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98471 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -13059164.000000 Penalty: 5722.833008
	Iteration 43Q: 3 clusters Score -1.305916e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -13059228.000000 Penalty: 5722.833008
	Iteration 44Q: 3 clusters Score -1.305923e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98788 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -13059264.000000 Penalty: 5722.833008
	Iteration 45Q: 3 clusters Score -1.305926e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -13059312.000000 Penalty: 5722.833008
	Iteration 46Q: 3 clusters Score -1.305931e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -13059377.000000 Penalty: 5722.833008
	Iteration 47Q: 3 clusters Score -1.305938e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -13059443.000000 Penalty: 5722.833008
	Iteration 48Q: 3 clusters Score -1.305944e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -13059466.000000 Penalty: 5722.833008
	Iteration 49Q: 3 clusters Score -1.305947e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -13059498.000000 Penalty: 5722.833008
	Iteration 50Q: 3 clusters Score -1.30595e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -13059542.000000 Penalty: 5722.833008
	Iteration 51Q: 3 clusters Score -1.305954e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -13059540.000000 Penalty: 5722.833008
	Iteration 52Q: 3 clusters Score -1.305954e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99726 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -13059572.000000 Penalty: 5722.833008
	Iteration 53Q: 3 clusters Score -1.305957e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -13059606.000000 Penalty: 5722.833008
	Iteration 54Q: 3 clusters Score -1.305961e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13059614.000000 Penalty: 5722.833008
	Iteration 55Q: 3 clusters Score -1.305961e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100003 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -13059614.000000 Penalty: 5722.833008
	Iteration 56Q: 3 clusters Score -1.305961e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -13059642.000000 Penalty: 5722.833008
	Iteration 57Q: 3 clusters Score -1.305964e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -13059682.000000 Penalty: 5722.833008
	Iteration 58Q: 3 clusters Score -1.305968e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -13059671.000000 Penalty: 5722.833008
	Iteration 59Q: 3 clusters Score -1.305967e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100343 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -13059724.000000 Penalty: 5722.833008
	Iteration 60F: 3 clusters Score -1.305972e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -13059770.000000 Penalty: 5722.833008
	Iteration 61Q: 3 clusters Score -1.305977e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -13059798.000000 Penalty: 5722.833008
	Iteration 62Q: 3 clusters Score -1.30598e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -13059838.000000 Penalty: 5722.833008
	Iteration 63Q: 3 clusters Score -1.305984e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13059897.000000 Penalty: 5722.833008
	Iteration 64Q: 3 clusters Score -1.30599e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13059937.000000 Penalty: 5722.833008
	Iteration 65Q: 3 clusters Score -1.305994e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -13059963.000000 Penalty: 5722.833008
	Iteration 66Q: 3 clusters Score -1.305996e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -13059960.000000 Penalty: 5722.833008
	Iteration 67Q: 3 clusters Score -1.305996e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100914 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -13059984.000000 Penalty: 5722.833008
	Iteration 68Q: 3 clusters Score -1.305998e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13060016.000000 Penalty: 5722.833008
	Iteration 69Q: 3 clusters Score -1.306002e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100976 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -13060037.000000 Penalty: 5722.833008
	Iteration 70Q: 3 clusters Score -1.306004e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13060052.000000 Penalty: 5722.833008
	Iteration 71Q: 3 clusters Score -1.306005e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101053 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -13060067.000000 Penalty: 5722.833008
	Iteration 72Q: 3 clusters Score -1.306007e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13060111.000000 Penalty: 5722.833008
	Iteration 73Q: 3 clusters Score -1.306011e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -13060100.000000 Penalty: 5722.833008
	Iteration 74Q: 3 clusters Score -1.30601e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101145 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13060110.000000 Penalty: 5722.833008
	Iteration 75Q: 3 clusters Score -1.306011e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -13060122.000000 Penalty: 5722.833008
	Iteration 76Q: 3 clusters Score -1.306012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -13060136.000000 Penalty: 5722.833008
	Iteration 77Q: 3 clusters Score -1.306014e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -13060141.000000 Penalty: 5722.833008
	Iteration 78Q: 3 clusters Score -1.306014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13060145.000000 Penalty: 5722.833008
	Iteration 79Q: 3 clusters Score -1.306014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -13060154.000000 Penalty: 5722.833008
	Iteration 80F: 3 clusters Score -1.306015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -13060162.000000 Penalty: 5722.833008
	Iteration 81Q: 3 clusters Score -1.306016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13060163.000000 Penalty: 5722.833008
	Iteration 82Q: 3 clusters Score -1.306016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -13060174.000000 Penalty: 5722.833008
	Iteration 83Q: 3 clusters Score -1.306017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13060172.000000 Penalty: 5722.833008
	Iteration 84Q: 3 clusters Score -1.306017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13060184.000000 Penalty: 5722.833008
	Iteration 85Q: 3 clusters Score -1.306018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13060182.000000 Penalty: 5722.833008
	Iteration 86Q: 3 clusters Score -1.306018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13060178.000000 Penalty: 5722.833008
	Iteration 87Q: 3 clusters Score -1.306018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101316 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13060181.000000 Penalty: 5722.833008
	Iteration 88Q: 3 clusters Score -1.306018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -13060173.000000 Penalty: 5722.833008
	Iteration 89Q: 3 clusters Score -1.306017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -13060173.000000 Penalty: 5722.833008
	Iteration 90F: 3 clusters Score -1.306017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -41554.582031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -41554.58 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 184 members 
Entering Unmasked Estep 
Score: -40192.132812 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -40192.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40330.871094 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -40330.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40368.359375 Penalty: 2909.768066
	Iteration 2Q: 3 clusters Score -40368.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40383.648438 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -40383.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40386.511719 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -40386.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40386.511719 Penalty: 2909.768066
	Iteration 5F: 3 clusters Score -40386.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 11997 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71847 members 
Mstep: Class 12 contains 155883 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44359 members 
Mstep: Class 22 contains 18666 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 56889 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31321 members 
Mstep: Class 30 contains 102536 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984096.000000 Penalty: 102638.695312
Iteration 119Q: 32 clusters Score -7.79841e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9630 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 7021 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71836 members 
Mstep: Class 12 contains 155884 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2941 members 
Mstep: Class 16 contains 7632 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44512 members 
Mstep: Class 22 contains 18685 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 56879 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31190 members 
Mstep: Class 30 contains 102508 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983968.000000 Penalty: 102638.695312
Iteration 120F: 32 clusters Score -7.798397e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 12027 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 6135 members 
Mstep: Class 8 contains 7021 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71824 members 
Mstep: Class 12 contains 155888 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 7632 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44684 members 
Mstep: Class 22 contains 18697 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 56879 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 31029 members 
Mstep: Class 30 contains 102486 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984032.000000 Penalty: 102638.695312
Iteration 121Q: 32 clusters Score -7.798403e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 12035 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 6136 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71818 members 
Mstep: Class 12 contains 155887 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2947 members 
Mstep: Class 16 contains 7637 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44843 members 
Mstep: Class 22 contains 18713 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 56888 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 30886 members 
Mstep: Class 30 contains 102452 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983992.000000 Penalty: 102638.695312
Iteration 122Q: 32 clusters Score -7.798399e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 12038 members 
Mstep: Class 6 contains 1241 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 71810 members 
Mstep: Class 12 contains 155895 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 7639 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 44999 members 
Mstep: Class 22 contains 18728 members 
Mstep: Class 23 contains 3000 members 
Mstep: Class 24 contains 56890 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 30741 members 
Mstep: Class 30 contains 102423 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984048.000000 Penalty: 102638.695312
Iteration 123Q: 32 clusters Score -7.798405e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 12041 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 7024 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 31855 members 
Mstep: Class 11 contains 71807 members 
Mstep: Class 12 contains 155896 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 7646 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 45170 members 
Mstep: Class 22 contains 18739 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 56888 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 30591 members 
Mstep: Class 30 contains 102401 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77983984.000000 Penalty: 102638.695312
Iteration 124Q: 32 clusters Score -7.798398e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 12050 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 7025 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 10 contains 31854 members 
Mstep: Class 11 contains 71801 members 
Mstep: Class 12 contains 155889 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 7652 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 45358 members 
Mstep: Class 22 contains 18755 members 
Mstep: Class 23 contains 3001 members 
Mstep: Class 24 contains 56892 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 30420 members 
Mstep: Class 30 contains 102372 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984032.000000 Penalty: 102638.695312
Iteration 125Q: 32 clusters Score -7.798403e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 12067 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 7027 members 
Mstep: Class 9 contains 1795 members 
Mstep: Class 10 contains 31854 members 
Mstep: Class 11 contains 71795 members 
Mstep: Class 12 contains 155885 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 45541 members 
Mstep: Class 22 contains 18762 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 56884 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 30274 members 
Mstep: Class 30 contains 102355 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984056.000000 Penalty: 102638.695312
Iteration 126Q: 32 clusters Score -7.798406e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9634 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 12076 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 1791 members 
Mstep: Class 10 contains 31852 members 
Mstep: Class 11 contains 71787 members 
Mstep: Class 12 contains 155883 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 45718 members 
Mstep: Class 22 contains 18776 members 
Mstep: Class 23 contains 2999 members 
Mstep: Class 24 contains 56886 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 30123 members 
Mstep: Class 30 contains 102332 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984072.000000 Penalty: 102638.695312
Iteration 127Q: 32 clusters Score -7.798407e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 12090 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 1787 members 
Mstep: Class 10 contains 31848 members 
Mstep: Class 11 contains 71776 members 
Mstep: Class 12 contains 155885 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 45887 members 
Mstep: Class 22 contains 18788 members 
Mstep: Class 23 contains 3001 members 
Mstep: Class 24 contains 56893 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 29969 members 
Mstep: Class 30 contains 102310 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984208.000000 Penalty: 102638.695312
Iteration 128Q: 32 clusters Score -7.798421e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 12098 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 7035 members 
Mstep: Class 9 contains 1785 members 
Mstep: Class 10 contains 31844 members 
Mstep: Class 11 contains 71774 members 
Mstep: Class 12 contains 155891 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 7648 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 46054 members 
Mstep: Class 22 contains 18799 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 56890 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 29827 members 
Mstep: Class 30 contains 102286 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984256.000000 Penalty: 102638.695312
Iteration 129Q: 32 clusters Score -7.798426e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 12105 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 7038 members 
Mstep: Class 9 contains 1785 members 
Mstep: Class 10 contains 31844 members 
Mstep: Class 11 contains 71775 members 
Mstep: Class 12 contains 155890 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2938 members 
Mstep: Class 16 contains 7648 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 46216 members 
Mstep: Class 22 contains 18802 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56890 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 29690 members 
Mstep: Class 30 contains 102264 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984272.000000 Penalty: 102638.695312
Iteration 130Q: 32 clusters Score -7.798427e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9634 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 12105 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 7041 members 
Mstep: Class 9 contains 1784 members 
Mstep: Class 10 contains 31842 members 
Mstep: Class 11 contains 71774 members 
Mstep: Class 12 contains 155882 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 7650 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 46385 members 
Mstep: Class 22 contains 18811 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 56889 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 29549 members 
Mstep: Class 30 contains 102251 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984248.000000 Penalty: 102638.695312
Iteration 131Q: 32 clusters Score -7.798425e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9634 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 12107 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 1781 members 
Mstep: Class 10 contains 31839 members 
Mstep: Class 11 contains 71767 members 
Mstep: Class 12 contains 155878 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 7653 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 46566 members 
Mstep: Class 22 contains 18818 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 56892 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 29396 members 
Mstep: Class 30 contains 102238 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984296.000000 Penalty: 102638.695312
Iteration 132Q: 32 clusters Score -7.79843e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9634 members 
Mstep: Class 4 contains 2345 members 
Mstep: Class 5 contains 12114 members 
Mstep: Class 6 contains 1201 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 1780 members 
Mstep: Class 10 contains 31838 members 
Mstep: Class 11 contains 71773 members 
Mstep: Class 12 contains 155872 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 7655 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 46710 members 
Mstep: Class 22 contains 18823 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56893 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9621 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 29270 members 
Mstep: Class 30 contains 102222 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984200.000000 Penalty: 102638.695312
Iteration 133Q: 32 clusters Score -7.79842e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9634 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 12120 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 1780 members 
Mstep: Class 10 contains 31837 members 
Mstep: Class 11 contains 71767 members 
Mstep: Class 12 contains 155873 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2938 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 46843 members 
Mstep: Class 22 contains 18824 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56896 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 29159 members 
Mstep: Class 30 contains 102206 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984240.000000 Penalty: 102638.695312
Iteration 134Q: 32 clusters Score -7.798424e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 12129 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 10 contains 31835 members 
Mstep: Class 11 contains 71762 members 
Mstep: Class 12 contains 155869 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 46949 members 
Mstep: Class 22 contains 18829 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 56892 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 29079 members 
Mstep: Class 30 contains 102194 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984208.000000 Penalty: 102638.695312
Iteration 135Q: 32 clusters Score -7.798421e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 4 contains 2340 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 10 contains 31834 members 
Mstep: Class 11 contains 71768 members 
Mstep: Class 12 contains 155862 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 7665 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 47042 members 
Mstep: Class 22 contains 18829 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56887 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 29005 members 
Mstep: Class 30 contains 102179 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984216.000000 Penalty: 102638.695312
Iteration 136Q: 32 clusters Score -7.798422e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 10 contains 31833 members 
Mstep: Class 11 contains 71771 members 
Mstep: Class 12 contains 155857 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 7666 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 47132 members 
Mstep: Class 22 contains 18829 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 56879 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9621 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28934 members 
Mstep: Class 30 contains 102170 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984264.000000 Penalty: 102638.695312
Iteration 137Q: 32 clusters Score -7.798426e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6196 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 10 contains 31831 members 
Mstep: Class 11 contains 71770 members 
Mstep: Class 12 contains 155858 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 7669 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 47232 members 
Mstep: Class 22 contains 18836 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 56875 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9623 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28841 members 
Mstep: Class 30 contains 102157 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984384.000000 Penalty: 102638.695312
Iteration 138Q: 32 clusters Score -7.798438e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 12183 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 31828 members 
Mstep: Class 11 contains 71770 members 
Mstep: Class 12 contains 155859 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2946 members 
Mstep: Class 16 contains 7669 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 47320 members 
Mstep: Class 22 contains 18840 members 
Mstep: Class 23 contains 3003 members 
Mstep: Class 24 contains 56873 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28766 members 
Mstep: Class 30 contains 102136 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984384.000000 Penalty: 102638.695312
Iteration 139Q: 32 clusters Score -7.798438e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2331 members 
Mstep: Class 5 contains 12193 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6202 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 31826 members 
Mstep: Class 11 contains 71769 members 
Mstep: Class 12 contains 155853 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2947 members 
Mstep: Class 16 contains 7671 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 47413 members 
Mstep: Class 22 contains 18837 members 
Mstep: Class 23 contains 3003 members 
Mstep: Class 24 contains 56869 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28697 members 
Mstep: Class 30 contains 102128 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984392.000000 Penalty: 102638.695312
Iteration 140F: 32 clusters Score -7.798439e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 12196 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 31825 members 
Mstep: Class 11 contains 71768 members 
Mstep: Class 12 contains 155848 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 7672 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 47505 members 
Mstep: Class 22 contains 18838 members 
Mstep: Class 23 contains 3004 members 
Mstep: Class 24 contains 56868 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28625 members 
Mstep: Class 30 contains 102121 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984360.000000 Penalty: 102638.695312
Iteration 141Q: 32 clusters Score -7.798436e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2328 members 
Mstep: Class 5 contains 12195 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 7059 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 31823 members 
Mstep: Class 11 contains 71765 members 
Mstep: Class 12 contains 155846 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 7674 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 47611 members 
Mstep: Class 22 contains 18839 members 
Mstep: Class 23 contains 3004 members 
Mstep: Class 24 contains 56863 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28545 members 
Mstep: Class 30 contains 102119 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984248.000000 Penalty: 102638.695312
Iteration 142Q: 32 clusters Score -7.798425e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 12204 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 6207 members 
Mstep: Class 8 contains 7060 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 31822 members 
Mstep: Class 11 contains 71762 members 
Mstep: Class 12 contains 155845 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 7680 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 47710 members 
Mstep: Class 22 contains 18844 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 56858 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28467 members 
Mstep: Class 30 contains 102107 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984192.000000 Penalty: 102638.695312
Iteration 143Q: 32 clusters Score -7.798419e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2328 members 
Mstep: Class 5 contains 12221 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 7060 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 31821 members 
Mstep: Class 11 contains 71764 members 
Mstep: Class 12 contains 155839 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 7681 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 47807 members 
Mstep: Class 22 contains 18847 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 56850 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28405 members 
Mstep: Class 30 contains 102086 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984320.000000 Penalty: 102638.695312
Iteration 144Q: 32 clusters Score -7.798432e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2328 members 
Mstep: Class 5 contains 12230 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 6202 members 
Mstep: Class 8 contains 7061 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 31819 members 
Mstep: Class 11 contains 71761 members 
Mstep: Class 12 contains 155833 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 47906 members 
Mstep: Class 22 contains 18853 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 56847 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28337 members 
Mstep: Class 30 contains 102073 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984320.000000 Penalty: 102638.695312
Iteration 145Q: 32 clusters Score -7.798432e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2328 members 
Mstep: Class 5 contains 12227 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 7062 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 31817 members 
Mstep: Class 11 contains 71762 members 
Mstep: Class 12 contains 155833 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 48014 members 
Mstep: Class 22 contains 18854 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 56849 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28264 members 
Mstep: Class 30 contains 102059 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984344.000000 Penalty: 102638.695312
Iteration 146Q: 32 clusters Score -7.798434e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 12221 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 7062 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 31817 members 
Mstep: Class 11 contains 71761 members 
Mstep: Class 12 contains 155831 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2951 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 25177 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 48126 members 
Mstep: Class 22 contains 18856 members 
Mstep: Class 23 contains 3008 members 
Mstep: Class 24 contains 56845 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28173 members 
Mstep: Class 30 contains 102049 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984296.000000 Penalty: 102638.695312
Iteration 147Q: 32 clusters Score -7.79843e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 12227 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 31814 members 
Mstep: Class 11 contains 71764 members 
Mstep: Class 12 contains 155824 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2951 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 25177 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 48221 members 
Mstep: Class 22 contains 18861 members 
Mstep: Class 23 contains 3008 members 
Mstep: Class 24 contains 56850 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28095 members 
Mstep: Class 30 contains 102041 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984464.000000 Penalty: 102638.695312
Iteration 148Q: 32 clusters Score -7.798446e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 12233 members 
Mstep: Class 6 contains 1159 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 31812 members 
Mstep: Class 11 contains 71761 members 
Mstep: Class 12 contains 155819 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 25178 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 48316 members 
Mstep: Class 22 contains 18868 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 56847 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 28015 members 
Mstep: Class 30 contains 102036 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984472.000000 Penalty: 102638.695312
Iteration 149Q: 32 clusters Score -7.798447e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 12225 members 
Mstep: Class 6 contains 1157 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7070 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 31809 members 
Mstep: Class 11 contains 71762 members 
Mstep: Class 12 contains 155818 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 48411 members 
Mstep: Class 22 contains 18872 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 56847 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27937 members 
Mstep: Class 30 contains 102034 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984560.000000 Penalty: 102638.695312
Iteration 150Q: 32 clusters Score -7.798456e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 12229 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7077 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 31804 members 
Mstep: Class 11 contains 71767 members 
Mstep: Class 12 contains 155818 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 7682 members 
Mstep: Class 17 contains 25178 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 48512 members 
Mstep: Class 22 contains 18880 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 56849 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9626 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27848 members 
Mstep: Class 30 contains 102023 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984568.000000 Penalty: 102638.695312
Iteration 151Q: 32 clusters Score -7.798457e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 12246 members 
Mstep: Class 6 contains 1149 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 7080 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 31803 members 
Mstep: Class 11 contains 71759 members 
Mstep: Class 12 contains 155813 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 7682 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 48596 members 
Mstep: Class 22 contains 18892 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 56847 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27783 members 
Mstep: Class 30 contains 102008 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984456.000000 Penalty: 102638.695312
Iteration 152Q: 32 clusters Score -7.798446e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 12249 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 7084 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 31799 members 
Mstep: Class 11 contains 71759 members 
Mstep: Class 12 contains 155808 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 7683 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 48690 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 56849 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27706 members 
Mstep: Class 30 contains 101998 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984480.000000 Penalty: 102638.695312
Iteration 153Q: 32 clusters Score -7.798448e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 12251 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7087 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 31797 members 
Mstep: Class 11 contains 71755 members 
Mstep: Class 12 contains 155802 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 7691 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5095 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 48782 members 
Mstep: Class 22 contains 18903 members 
Mstep: Class 23 contains 3008 members 
Mstep: Class 24 contains 56854 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9626 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27621 members 
Mstep: Class 30 contains 101991 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984528.000000 Penalty: 102638.695312
Iteration 154Q: 32 clusters Score -7.798453e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2325 members 
Mstep: Class 5 contains 12258 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7090 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 31797 members 
Mstep: Class 11 contains 71751 members 
Mstep: Class 12 contains 155797 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 7695 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5095 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 48862 members 
Mstep: Class 22 contains 18910 members 
Mstep: Class 23 contains 3008 members 
Mstep: Class 24 contains 56857 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27558 members 
Mstep: Class 30 contains 101976 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984560.000000 Penalty: 102638.695312
Iteration 155Q: 32 clusters Score -7.798456e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2326 members 
Mstep: Class 5 contains 12263 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 31795 members 
Mstep: Class 11 contains 71743 members 
Mstep: Class 12 contains 155799 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 7696 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 48941 members 
Mstep: Class 22 contains 18914 members 
Mstep: Class 23 contains 3008 members 
Mstep: Class 24 contains 56858 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27488 members 
Mstep: Class 30 contains 101966 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984592.000000 Penalty: 102638.695312
Iteration 156Q: 32 clusters Score -7.798459e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2326 members 
Mstep: Class 5 contains 12257 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7093 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 31795 members 
Mstep: Class 11 contains 71739 members 
Mstep: Class 12 contains 155799 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 7695 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 49003 members 
Mstep: Class 22 contains 18916 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56859 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27446 members 
Mstep: Class 30 contains 101960 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984640.000000 Penalty: 102638.695312
Iteration 157Q: 32 clusters Score -7.798464e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2326 members 
Mstep: Class 5 contains 12255 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7094 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 31794 members 
Mstep: Class 11 contains 71727 members 
Mstep: Class 12 contains 155801 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 7696 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 49069 members 
Mstep: Class 22 contains 18922 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56858 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27396 members 
Mstep: Class 30 contains 101953 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77984600.000000 Penalty: 102638.695312
Iteration 158Q: 32 clusters Score -7.79846e+07 nChanged 121
Entering ConstructFrom: 
Score: -77984600.000000 Penalty: 102638.695312
Entering ConstructFrom: 
Trying to split cluster 1 (7164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Entering Unmasked Estep 
Score: -869771.125000 Penalty: 2201.452148
	Iteration 0F: 2 clusters Score -869771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -863856.875000 Penalty: 4402.904297
	Iteration 0F: 3 clusters Score -863856.9 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -865412.312500 Penalty: 4402.904297
	Iteration 1F: 3 clusters Score -865412.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -865658.125000 Penalty: 4402.904297
	Iteration 2F: 3 clusters Score -865658.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -865805.312500 Penalty: 4402.904297
	Iteration 3Q: 3 clusters Score -865805.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -865910.562500 Penalty: 4402.904297
	Iteration 4Q: 3 clusters Score -865910.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -865990.062500 Penalty: 4402.904297
	Iteration 5Q: 3 clusters Score -865990.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -866062.812500 Penalty: 4402.904297
	Iteration 6Q: 3 clusters Score -866062.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -866139.937500 Penalty: 4402.904297
	Iteration 7Q: 3 clusters Score -866139.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -866226.562500 Penalty: 4402.904297
	Iteration 8Q: 3 clusters Score -866226.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -866327.250000 Penalty: 4402.904297
	Iteration 9Q: 3 clusters Score -866327.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -866427.812500 Penalty: 4402.904297
	Iteration 10Q: 3 clusters Score -866427.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -866510.562500 Penalty: 4402.904297
	Iteration 11Q: 3 clusters Score -866510.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -866588.687500 Penalty: 4402.904297
	Iteration 12Q: 3 clusters Score -866588.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -866672.437500 Penalty: 4402.904297
	Iteration 13Q: 3 clusters Score -866672.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -866755.812500 Penalty: 4402.904297
	Iteration 14Q: 3 clusters Score -866755.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -866854.187500 Penalty: 4402.904297
	Iteration 15Q: 3 clusters Score -866854.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -866969.062500 Penalty: 4402.904297
	Iteration 16Q: 3 clusters Score -866969.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -867095.437500 Penalty: 4402.904297
	Iteration 17Q: 3 clusters Score -867095.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -867221.125000 Penalty: 4402.904297
	Iteration 18Q: 3 clusters Score -867221.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -867347.625000 Penalty: 4402.904297
	Iteration 19Q: 3 clusters Score -867347.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -867452.750000 Penalty: 4402.904297
	Iteration 20F: 3 clusters Score -867452.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -867531.750000 Penalty: 4402.904297
	Iteration 21Q: 3 clusters Score -867531.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -867610.687500 Penalty: 4402.904297
	Iteration 22Q: 3 clusters Score -867610.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -867679.750000 Penalty: 4402.904297
	Iteration 23Q: 3 clusters Score -867679.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -867732.312500 Penalty: 4402.904297
	Iteration 24Q: 3 clusters Score -867732.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -867769.187500 Penalty: 4402.904297
	Iteration 25Q: 3 clusters Score -867769.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -867801.625000 Penalty: 4402.904297
	Iteration 26Q: 3 clusters Score -867801.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -867828.250000 Penalty: 4402.904297
	Iteration 27Q: 3 clusters Score -867828.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -867842.375000 Penalty: 4402.904297
	Iteration 28Q: 3 clusters Score -867842.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -867855.500000 Penalty: 4402.904297
	Iteration 29Q: 3 clusters Score -867855.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -867864.937500 Penalty: 4402.904297
	Iteration 30Q: 3 clusters Score -867864.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -867872.187500 Penalty: 4402.904297
	Iteration 31Q: 3 clusters Score -867872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -867873.562500 Penalty: 4402.904297
	Iteration 32Q: 3 clusters Score -867873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -867876.937500 Penalty: 4402.904297
	Iteration 33Q: 3 clusters Score -867876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -867883.062500 Penalty: 4402.904297
	Iteration 34Q: 3 clusters Score -867883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -867887.250000 Penalty: 4402.904297
	Iteration 35Q: 3 clusters Score -867887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -867887.750000 Penalty: 4402.904297
	Iteration 36Q: 3 clusters Score -867887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -867888.625000 Penalty: 4402.904297
	Iteration 37Q: 3 clusters Score -867888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -867888.625000 Penalty: 4402.904297
	Iteration 38F: 3 clusters Score -867888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -126842.390625 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -126842.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124853.914062 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -124853.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125212.445312 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -125212.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125376.687500 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -125376.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125522.710938 Penalty: 3452.332520
	Iteration 3F: 3 clusters Score -125522.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -125636.218750 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -125636.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125728.531250 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -125728.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125799.156250 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -125799.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125892.679688 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -125892.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -125958.117188 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -125958.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -126008.976562 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -126009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -126044.062500 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -126044.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -126071.203125 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -126071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -126081.023438 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -126081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -126091.429688 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -126091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -126097.976562 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -126098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -126107.937500 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -126107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -126112.757812 Penalty: 3452.332520
	Iteration 16Q: 3 clusters Score -126112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -126118.015625 Penalty: 3452.332520
	Iteration 17Q: 3 clusters Score -126118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -126121.304688 Penalty: 3452.332520
	Iteration 18Q: 3 clusters Score -126121.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126128.523438 Penalty: 3452.332520
	Iteration 19Q: 3 clusters Score -126128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -126136.445312 Penalty: 3452.332520
	Iteration 20F: 3 clusters Score -126136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -126141.273438 Penalty: 3452.332520
	Iteration 21Q: 3 clusters Score -126141.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -126145.585938 Penalty: 3452.332520
	Iteration 22Q: 3 clusters Score -126145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -126146.750000 Penalty: 3452.332520
	Iteration 23Q: 3 clusters Score -126146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -126147.890625 Penalty: 3452.332520
	Iteration 24Q: 3 clusters Score -126147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -126149.835938 Penalty: 3452.332520
	Iteration 25Q: 3 clusters Score -126149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -126156.625000 Penalty: 3452.332520
	Iteration 26Q: 3 clusters Score -126156.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126166.445312 Penalty: 3452.332520
	Iteration 27Q: 3 clusters Score -126166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126171.648438 Penalty: 3452.332520
	Iteration 28Q: 3 clusters Score -126171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -126178.156250 Penalty: 3452.332520
	Iteration 29Q: 3 clusters Score -126178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -126189.515625 Penalty: 3452.332520
	Iteration 30Q: 3 clusters Score -126189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -126202.984375 Penalty: 3452.332520
	Iteration 31Q: 3 clusters Score -126203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -126226.984375 Penalty: 3452.332520
	Iteration 32Q: 3 clusters Score -126227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -126289.101562 Penalty: 3452.332520
	Iteration 33Q: 3 clusters Score -126289.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -126389.609375 Penalty: 3452.332520
	Iteration 34Q: 3 clusters Score -126389.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -126521.218750 Penalty: 3452.332520
	Iteration 35Q: 3 clusters Score -126521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -126760.351562 Penalty: 3452.332520
	Iteration 36Q: 3 clusters Score -126760.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -126774.546875 Penalty: 3452.332520
	Iteration 37Q: 3 clusters Score -126774.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -126788.656250 Penalty: 3452.332520
	Iteration 38Q: 3 clusters Score -126788.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -126799.148438 Penalty: 3452.332520
	Iteration 39Q: 3 clusters Score -126799.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -126822.046875 Penalty: 3452.332520
	Iteration 40F: 3 clusters Score -126822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -126839.593750 Penalty: 3452.332520
	Iteration 41Q: 3 clusters Score -126839.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -126863.867188 Penalty: 3452.332520
	Iteration 42Q: 3 clusters Score -126863.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -126894.476562 Penalty: 3452.332520
	Iteration 43Q: 3 clusters Score -126894.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -126905.390625 Penalty: 3452.332520
	Iteration 44Q: 3 clusters Score -126905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -126911.265625 Penalty: 3452.332520
	Iteration 45Q: 3 clusters Score -126911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -126919.734375 Penalty: 3452.332520
	Iteration 46Q: 3 clusters Score -126919.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -126921.265625 Penalty: 3452.332520
	Iteration 47Q: 3 clusters Score -126921.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -126922.421875 Penalty: 3452.332520
	Iteration 48Q: 3 clusters Score -126922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -126923.718750 Penalty: 3452.332520
	Iteration 49Q: 3 clusters Score -126923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -126925.710938 Penalty: 3452.332520
	Iteration 50Q: 3 clusters Score -126925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -126925.710938 Penalty: 3452.332520
	Iteration 51F: 3 clusters Score -126925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 12260 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 31794 members 
Mstep: Class 11 contains 71716 members 
Mstep: Class 12 contains 155801 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 7694 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 49132 members 
Mstep: Class 22 contains 18931 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56862 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27342 members 
Mstep: Class 30 contains 101943 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 411 members 
Entering Unmasked Estep 
Score: -77983184.000000 Penalty: 105949.625000
Splitting cluster 2 changes total score from -77984600.000000 to -77983184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Entering Unmasked Estep 
Score: -1240246.250000 Penalty: 2274.840088
	Iteration 0F: 2 clusters Score -1240246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1232908.875000 Penalty: 4549.680176
	Iteration 0F: 3 clusters Score -1232909 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1234974.000000 Penalty: 4549.680176
	Iteration 1F: 3 clusters Score -1234974 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1235254.500000 Penalty: 4549.680176
	Iteration 2F: 3 clusters Score -1235254 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1235478.625000 Penalty: 4549.680176
	Iteration 3F: 3 clusters Score -1235479 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1235681.375000 Penalty: 4549.680176
	Iteration 4Q: 3 clusters Score -1235681 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1235943.250000 Penalty: 4549.680176
	Iteration 5Q: 3 clusters Score -1235943 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1236326.875000 Penalty: 4549.680176
	Iteration 6F: 3 clusters Score -1236327 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1236795.625000 Penalty: 4549.680176
	Iteration 7F: 3 clusters Score -1236796 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1237310.250000 Penalty: 4549.680176
	Iteration 8F: 3 clusters Score -1237310 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1237771.000000 Penalty: 4549.680176
	Iteration 9F: 3 clusters Score -1237771 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1238147.625000 Penalty: 4549.680176
	Iteration 10Q: 3 clusters Score -1238148 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1238448.375000 Penalty: 4549.680176
	Iteration 11Q: 3 clusters Score -1238448 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1238645.375000 Penalty: 4549.680176
	Iteration 12Q: 3 clusters Score -1238645 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1238754.500000 Penalty: 4549.680176
	Iteration 13Q: 3 clusters Score -1238754 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1238808.250000 Penalty: 4549.680176
	Iteration 14Q: 3 clusters Score -1238808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1238845.125000 Penalty: 4549.680176
	Iteration 15Q: 3 clusters Score -1238845 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1238868.000000 Penalty: 4549.680176
	Iteration 16Q: 3 clusters Score -1238868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1238886.375000 Penalty: 4549.680176
	Iteration 17Q: 3 clusters Score -1238886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1238902.250000 Penalty: 4549.680176
	Iteration 18Q: 3 clusters Score -1238902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1238913.250000 Penalty: 4549.680176
	Iteration 19Q: 3 clusters Score -1238913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1238940.750000 Penalty: 4549.680176
	Iteration 20F: 3 clusters Score -1238941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1238954.000000 Penalty: 4549.680176
	Iteration 21Q: 3 clusters Score -1238954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1238963.500000 Penalty: 4549.680176
	Iteration 22Q: 3 clusters Score -1238964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1238974.250000 Penalty: 4549.680176
	Iteration 23Q: 3 clusters Score -1238974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1238987.250000 Penalty: 4549.680176
	Iteration 24Q: 3 clusters Score -1238987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1238987.750000 Penalty: 4549.680176
	Iteration 25Q: 3 clusters Score -1238988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1238988.750000 Penalty: 4549.680176
	Iteration 26Q: 3 clusters Score -1238989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1238990.125000 Penalty: 4549.680176
	Iteration 27Q: 3 clusters Score -1238990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1238990.500000 Penalty: 4549.680176
	Iteration 28Q: 3 clusters Score -1238990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1238988.000000 Penalty: 4549.680176
	Iteration 29Q: 3 clusters Score -1238988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1238989.125000 Penalty: 4549.680176
	Iteration 30Q: 3 clusters Score -1238989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1238989.875000 Penalty: 4549.680176
	Iteration 31Q: 3 clusters Score -1238990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1238991.125000 Penalty: 4549.680176
	Iteration 32Q: 3 clusters Score -1238991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1238993.750000 Penalty: 4549.680176
	Iteration 33Q: 3 clusters Score -1238994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1238992.125000 Penalty: 4549.680176
	Iteration 34Q: 3 clusters Score -1238992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1238993.875000 Penalty: 4549.680176
	Iteration 35Q: 3 clusters Score -1238994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1238992.625000 Penalty: 4549.680176
	Iteration 36Q: 3 clusters Score -1238993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1238992.625000 Penalty: 4549.680176
	Iteration 37F: 3 clusters Score -1238993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -287539.156250 Penalty: 1922.579102
	Iteration 0F: 2 clusters Score -287539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -284750.468750 Penalty: 3845.158203
	Iteration 0F: 3 clusters Score -284750.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -285297.750000 Penalty: 3845.158203
	Iteration 1F: 3 clusters Score -285297.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -285446.843750 Penalty: 3845.158203
	Iteration 2F: 3 clusters Score -285446.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -285552.468750 Penalty: 3845.158203
	Iteration 3Q: 3 clusters Score -285552.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -285660.437500 Penalty: 3845.158203
	Iteration 4Q: 3 clusters Score -285660.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -285729.875000 Penalty: 3845.158203
	Iteration 5Q: 3 clusters Score -285729.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -285776.531250 Penalty: 3845.158203
	Iteration 6Q: 3 clusters Score -285776.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -285820.343750 Penalty: 3845.158203
	Iteration 7Q: 3 clusters Score -285820.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -285860.125000 Penalty: 3845.158203
	Iteration 8Q: 3 clusters Score -285860.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -285889.968750 Penalty: 3845.158203
	Iteration 9Q: 3 clusters Score -285890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -285917.687500 Penalty: 3845.158203
	Iteration 10Q: 3 clusters Score -285917.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -285936.968750 Penalty: 3845.158203
	Iteration 11Q: 3 clusters Score -285937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -285956.156250 Penalty: 3845.158203
	Iteration 12Q: 3 clusters Score -285956.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -285978.812500 Penalty: 3845.158203
	Iteration 13Q: 3 clusters Score -285978.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -285995.718750 Penalty: 3845.158203
	Iteration 14Q: 3 clusters Score -285995.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -286007.250000 Penalty: 3845.158203
	Iteration 15Q: 3 clusters Score -286007.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -286016.437500 Penalty: 3845.158203
	Iteration 16Q: 3 clusters Score -286016.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -286025.156250 Penalty: 3845.158203
	Iteration 17Q: 3 clusters Score -286025.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -286033.031250 Penalty: 3845.158203
	Iteration 18Q: 3 clusters Score -286033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -286042.843750 Penalty: 3845.158203
	Iteration 19Q: 3 clusters Score -286042.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -286053.656250 Penalty: 3845.158203
	Iteration 20F: 3 clusters Score -286053.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -286058.968750 Penalty: 3845.158203
	Iteration 21Q: 3 clusters Score -286059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -286065.218750 Penalty: 3845.158203
	Iteration 22Q: 3 clusters Score -286065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -286070.781250 Penalty: 3845.158203
	Iteration 23Q: 3 clusters Score -286070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -286076.906250 Penalty: 3845.158203
	Iteration 24Q: 3 clusters Score -286076.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -286086.218750 Penalty: 3845.158203
	Iteration 25Q: 3 clusters Score -286086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -286093.000000 Penalty: 3845.158203
	Iteration 26Q: 3 clusters Score -286093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286096.968750 Penalty: 3845.158203
	Iteration 27Q: 3 clusters Score -286097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -286100.687500 Penalty: 3845.158203
	Iteration 28Q: 3 clusters Score -286100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -286104.781250 Penalty: 3845.158203
	Iteration 29Q: 3 clusters Score -286104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -286106.531250 Penalty: 3845.158203
	Iteration 30Q: 3 clusters Score -286106.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -286109.156250 Penalty: 3845.158203
	Iteration 31Q: 3 clusters Score -286109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -286110.562500 Penalty: 3845.158203
	Iteration 32Q: 3 clusters Score -286110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -286110.843750 Penalty: 3845.158203
	Iteration 33Q: 3 clusters Score -286110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -286112.250000 Penalty: 3845.158203
	Iteration 34Q: 3 clusters Score -286112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -286114.375000 Penalty: 3845.158203
	Iteration 35Q: 3 clusters Score -286114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -286116.312500 Penalty: 3845.158203
	Iteration 36Q: 3 clusters Score -286116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -286119.218750 Penalty: 3845.158203
	Iteration 37Q: 3 clusters Score -286119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -286123.406250 Penalty: 3845.158203
	Iteration 38Q: 3 clusters Score -286123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286127.125000 Penalty: 3845.158203
	Iteration 39Q: 3 clusters Score -286127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286129.468750 Penalty: 3845.158203
	Iteration 40F: 3 clusters Score -286129.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -286131.875000 Penalty: 3845.158203
	Iteration 41Q: 3 clusters Score -286131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -286136.531250 Penalty: 3845.158203
	Iteration 42Q: 3 clusters Score -286136.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -286139.187500 Penalty: 3845.158203
	Iteration 43Q: 3 clusters Score -286139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -286144.968750 Penalty: 3845.158203
	Iteration 44Q: 3 clusters Score -286145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -286150.343750 Penalty: 3845.158203
	Iteration 45Q: 3 clusters Score -286150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -286150.687500 Penalty: 3845.158203
	Iteration 46Q: 3 clusters Score -286150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -286151.375000 Penalty: 3845.158203
	Iteration 47Q: 3 clusters Score -286151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -286152.937500 Penalty: 3845.158203
	Iteration 48Q: 3 clusters Score -286152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -286155.437500 Penalty: 3845.158203
	Iteration 49Q: 3 clusters Score -286155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -286156.687500 Penalty: 3845.158203
	Iteration 50Q: 3 clusters Score -286156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -286157.125000 Penalty: 3845.158203
	Iteration 51Q: 3 clusters Score -286157.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -286157.125000 Penalty: 3845.158203
	Iteration 52F: 3 clusters Score -286157.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Entering Unmasked Estep 
Score: -1468898.375000 Penalty: 2334.696045
	Iteration 0F: 2 clusters Score -1468898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1459796.125000 Penalty: 4669.392090
	Iteration 0F: 3 clusters Score -1459796 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1462590.875000 Penalty: 4669.392090
	Iteration 1F: 3 clusters Score -1462591 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1462921.000000 Penalty: 4669.392090
	Iteration 2F: 3 clusters Score -1462921 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1463173.125000 Penalty: 4669.392090
	Iteration 3Q: 3 clusters Score -1463173 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1463376.625000 Penalty: 4669.392090
	Iteration 4Q: 3 clusters Score -1463377 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1463567.000000 Penalty: 4669.392090
	Iteration 5Q: 3 clusters Score -1463567 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1463711.125000 Penalty: 4669.392090
	Iteration 6Q: 3 clusters Score -1463711 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1463824.375000 Penalty: 4669.392090
	Iteration 7Q: 3 clusters Score -1463824 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1463928.250000 Penalty: 4669.392090
	Iteration 8Q: 3 clusters Score -1463928 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1464023.875000 Penalty: 4669.392090
	Iteration 9Q: 3 clusters Score -1464024 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1464113.625000 Penalty: 4669.392090
	Iteration 10Q: 3 clusters Score -1464114 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1464212.500000 Penalty: 4669.392090
	Iteration 11Q: 3 clusters Score -1464212 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1464309.375000 Penalty: 4669.392090
	Iteration 12Q: 3 clusters Score -1464309 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1464407.125000 Penalty: 4669.392090
	Iteration 13Q: 3 clusters Score -1464407 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1464492.875000 Penalty: 4669.392090
	Iteration 14Q: 3 clusters Score -1464493 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1464588.750000 Penalty: 4669.392090
	Iteration 15Q: 3 clusters Score -1464589 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1464682.000000 Penalty: 4669.392090
	Iteration 16Q: 3 clusters Score -1464682 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1464765.500000 Penalty: 4669.392090
	Iteration 17Q: 3 clusters Score -1464766 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1464835.125000 Penalty: 4669.392090
	Iteration 18Q: 3 clusters Score -1464835 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1464906.875000 Penalty: 4669.392090
	Iteration 19Q: 3 clusters Score -1464907 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1464976.250000 Penalty: 4669.392090
	Iteration 20F: 3 clusters Score -1464976 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1465040.625000 Penalty: 4669.392090
	Iteration 21Q: 3 clusters Score -1465041 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1465095.875000 Penalty: 4669.392090
	Iteration 22Q: 3 clusters Score -1465096 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1465138.625000 Penalty: 4669.392090
	Iteration 23Q: 3 clusters Score -1465139 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1465168.875000 Penalty: 4669.392090
	Iteration 24Q: 3 clusters Score -1465169 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1465195.250000 Penalty: 4669.392090
	Iteration 25Q: 3 clusters Score -1465195 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1465215.125000 Penalty: 4669.392090
	Iteration 26Q: 3 clusters Score -1465215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1465231.875000 Penalty: 4669.392090
	Iteration 27Q: 3 clusters Score -1465232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1465242.500000 Penalty: 4669.392090
	Iteration 28Q: 3 clusters Score -1465242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1465256.750000 Penalty: 4669.392090
	Iteration 29Q: 3 clusters Score -1465257 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1465264.250000 Penalty: 4669.392090
	Iteration 30Q: 3 clusters Score -1465264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1465269.750000 Penalty: 4669.392090
	Iteration 31Q: 3 clusters Score -1465270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1465278.250000 Penalty: 4669.392090
	Iteration 32Q: 3 clusters Score -1465278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1465284.250000 Penalty: 4669.392090
	Iteration 33Q: 3 clusters Score -1465284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1465282.875000 Penalty: 4669.392090
	Iteration 34Q: 3 clusters Score -1465283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1465287.750000 Penalty: 4669.392090
	Iteration 35Q: 3 clusters Score -1465288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1465286.000000 Penalty: 4669.392090
	Iteration 36Q: 3 clusters Score -1465286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1465291.250000 Penalty: 4669.392090
	Iteration 37Q: 3 clusters Score -1465291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1465292.750000 Penalty: 4669.392090
	Iteration 38Q: 3 clusters Score -1465293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1465296.625000 Penalty: 4669.392090
	Iteration 39Q: 3 clusters Score -1465297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1465294.875000 Penalty: 4669.392090
	Iteration 40F: 3 clusters Score -1465295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1465295.875000 Penalty: 4669.392090
	Iteration 41Q: 3 clusters Score -1465296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1465298.500000 Penalty: 4669.392090
	Iteration 42Q: 3 clusters Score -1465298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1465301.000000 Penalty: 4669.392090
	Iteration 43Q: 3 clusters Score -1465301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1465303.625000 Penalty: 4669.392090
	Iteration 44Q: 3 clusters Score -1465304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1465306.250000 Penalty: 4669.392090
	Iteration 45Q: 3 clusters Score -1465306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1465305.500000 Penalty: 4669.392090
	Iteration 46Q: 3 clusters Score -1465306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1465309.125000 Penalty: 4669.392090
	Iteration 47Q: 3 clusters Score -1465309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1465309.250000 Penalty: 4669.392090
	Iteration 48Q: 3 clusters Score -1465309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1465309.875000 Penalty: 4669.392090
	Iteration 49Q: 3 clusters Score -1465310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1465312.500000 Penalty: 4669.392090
	Iteration 50Q: 3 clusters Score -1465312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1465310.375000 Penalty: 4669.392090
	Iteration 51Q: 3 clusters Score -1465310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1465308.375000 Penalty: 4669.392090
	Iteration 52Q: 3 clusters Score -1465308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1465317.500000 Penalty: 4669.392090
	Iteration 53Q: 3 clusters Score -1465318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1465316.750000 Penalty: 4669.392090
	Iteration 54Q: 3 clusters Score -1465317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1465318.625000 Penalty: 4669.392090
	Iteration 55Q: 3 clusters Score -1465319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1465317.625000 Penalty: 4669.392090
	Iteration 56Q: 3 clusters Score -1465318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1465322.000000 Penalty: 4669.392090
	Iteration 57Q: 3 clusters Score -1465322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1465324.875000 Penalty: 4669.392090
	Iteration 58Q: 3 clusters Score -1465325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1465322.125000 Penalty: 4669.392090
	Iteration 59Q: 3 clusters Score -1465322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1465322.375000 Penalty: 4669.392090
	Iteration 60F: 3 clusters Score -1465322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1465320.000000 Penalty: 4669.392090
	Iteration 61Q: 3 clusters Score -1465320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1465322.750000 Penalty: 4669.392090
	Iteration 62Q: 3 clusters Score -1465323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1465322.875000 Penalty: 4669.392090
	Iteration 63Q: 3 clusters Score -1465323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1465322.125000 Penalty: 4669.392090
	Iteration 64Q: 3 clusters Score -1465322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1465323.125000 Penalty: 4669.392090
	Iteration 65Q: 3 clusters Score -1465323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1465322.750000 Penalty: 4669.392090
	Iteration 66Q: 3 clusters Score -1465323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1465320.750000 Penalty: 4669.392090
	Iteration 67Q: 3 clusters Score -1465321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1465320.375000 Penalty: 4669.392090
	Iteration 68Q: 3 clusters Score -1465320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1465321.750000 Penalty: 4669.392090
	Iteration 69Q: 3 clusters Score -1465322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1465324.500000 Penalty: 4669.392090
	Iteration 70Q: 3 clusters Score -1465324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1465325.250000 Penalty: 4669.392090
	Iteration 71Q: 3 clusters Score -1465325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1465325.000000 Penalty: 4669.392090
	Iteration 72Q: 3 clusters Score -1465325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1465323.625000 Penalty: 4669.392090
	Iteration 73Q: 3 clusters Score -1465324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1465327.375000 Penalty: 4669.392090
	Iteration 74Q: 3 clusters Score -1465327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1465327.625000 Penalty: 4669.392090
	Iteration 75Q: 3 clusters Score -1465328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1465329.500000 Penalty: 4669.392090
	Iteration 76Q: 3 clusters Score -1465330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1465331.250000 Penalty: 4669.392090
	Iteration 77Q: 3 clusters Score -1465331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1465332.125000 Penalty: 4669.392090
	Iteration 78Q: 3 clusters Score -1465332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1465333.625000 Penalty: 4669.392090
	Iteration 79Q: 3 clusters Score -1465334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1465331.750000 Penalty: 4669.392090
	Iteration 80F: 3 clusters Score -1465332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1465332.750000 Penalty: 4669.392090
	Iteration 81Q: 3 clusters Score -1465333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1465332.750000 Penalty: 4669.392090
	Iteration 82F: 3 clusters Score -1465333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -120027.046875 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -120027 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 571 members 
Entering Unmasked Estep 
Score: -118053.617188 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -118053.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118408.414062 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -118408.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118510.382812 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -118510.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118571.390625 Penalty: 3489.056396
	Iteration 3Q: 3 clusters Score -118571.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -118596.617188 Penalty: 3489.056396
	Iteration 4Q: 3 clusters Score -118596.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118614.750000 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -118614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -118624.945312 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -118624.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118640.054688 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -118640.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -118655.156250 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -118655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118662.562500 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -118662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118671.085938 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -118671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118679.906250 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -118679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118688.265625 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -118688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -118688.468750 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -118688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -118689.828125 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -118689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -118689.828125 Penalty: 3489.056396
	Iteration 15F: 3 clusters Score -118689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Entering Unmasked Estep 
Score: -804961.000000 Penalty: 2165.651611
	Iteration 0F: 2 clusters Score -804961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -799714.500000 Penalty: 4331.303223
	Iteration 0F: 3 clusters Score -799714.5 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -801055.062500 Penalty: 4331.303223
	Iteration 1F: 3 clusters Score -801055.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -801315.062500 Penalty: 4331.303223
	Iteration 2F: 3 clusters Score -801315.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -801547.812500 Penalty: 4331.303223
	Iteration 3F: 3 clusters Score -801547.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -801812.687500 Penalty: 4331.303223
	Iteration 4F: 3 clusters Score -801812.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -802102.750000 Penalty: 4331.303223
	Iteration 5Q: 3 clusters Score -802102.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -802362.625000 Penalty: 4331.303223
	Iteration 6F: 3 clusters Score -802362.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -802571.062500 Penalty: 4331.303223
	Iteration 7Q: 3 clusters Score -802571.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -802752.187500 Penalty: 4331.303223
	Iteration 8Q: 3 clusters Score -802752.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -802894.125000 Penalty: 4331.303223
	Iteration 9Q: 3 clusters Score -802894.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -803006.437500 Penalty: 4331.303223
	Iteration 10Q: 3 clusters Score -803006.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -803092.187500 Penalty: 4331.303223
	Iteration 11Q: 3 clusters Score -803092.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -803159.187500 Penalty: 4331.303223
	Iteration 12Q: 3 clusters Score -803159.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -803219.812500 Penalty: 4331.303223
	Iteration 13Q: 3 clusters Score -803219.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -803271.937500 Penalty: 4331.303223
	Iteration 14Q: 3 clusters Score -803271.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -803307.375000 Penalty: 4331.303223
	Iteration 15Q: 3 clusters Score -803307.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -803334.125000 Penalty: 4331.303223
	Iteration 16Q: 3 clusters Score -803334.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -803358.437500 Penalty: 4331.303223
	Iteration 17Q: 3 clusters Score -803358.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -803380.500000 Penalty: 4331.303223
	Iteration 18Q: 3 clusters Score -803380.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -803394.312500 Penalty: 4331.303223
	Iteration 19Q: 3 clusters Score -803394.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -803411.875000 Penalty: 4331.303223
	Iteration 20F: 3 clusters Score -803411.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -803427.687500 Penalty: 4331.303223
	Iteration 21Q: 3 clusters Score -803427.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -803448.312500 Penalty: 4331.303223
	Iteration 22Q: 3 clusters Score -803448.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -803463.812500 Penalty: 4331.303223
	Iteration 23Q: 3 clusters Score -803463.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -803479.750000 Penalty: 4331.303223
	Iteration 24Q: 3 clusters Score -803479.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -803497.500000 Penalty: 4331.303223
	Iteration 25Q: 3 clusters Score -803497.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -803514.312500 Penalty: 4331.303223
	Iteration 26Q: 3 clusters Score -803514.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -803533.687500 Penalty: 4331.303223
	Iteration 27Q: 3 clusters Score -803533.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -803559.375000 Penalty: 4331.303223
	Iteration 28Q: 3 clusters Score -803559.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -803578.187500 Penalty: 4331.303223
	Iteration 29Q: 3 clusters Score -803578.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -803596.812500 Penalty: 4331.303223
	Iteration 30Q: 3 clusters Score -803596.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -803620.750000 Penalty: 4331.303223
	Iteration 31Q: 3 clusters Score -803620.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -803640.500000 Penalty: 4331.303223
	Iteration 32Q: 3 clusters Score -803640.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -803661.250000 Penalty: 4331.303223
	Iteration 33Q: 3 clusters Score -803661.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -803682.937500 Penalty: 4331.303223
	Iteration 34Q: 3 clusters Score -803682.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -803708.125000 Penalty: 4331.303223
	Iteration 35Q: 3 clusters Score -803708.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -803733.062500 Penalty: 4331.303223
	Iteration 36Q: 3 clusters Score -803733.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -803758.687500 Penalty: 4331.303223
	Iteration 37Q: 3 clusters Score -803758.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -803794.250000 Penalty: 4331.303223
	Iteration 38Q: 3 clusters Score -803794.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -803824.062500 Penalty: 4331.303223
	Iteration 39Q: 3 clusters Score -803824.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -803851.687500 Penalty: 4331.303223
	Iteration 40F: 3 clusters Score -803851.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -803865.312500 Penalty: 4331.303223
	Iteration 41Q: 3 clusters Score -803865.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -803873.125000 Penalty: 4331.303223
	Iteration 42Q: 3 clusters Score -803873.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -803881.812500 Penalty: 4331.303223
	Iteration 43Q: 3 clusters Score -803881.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -803889.562500 Penalty: 4331.303223
	Iteration 44Q: 3 clusters Score -803889.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -803893.250000 Penalty: 4331.303223
	Iteration 45Q: 3 clusters Score -803893.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -803897.562500 Penalty: 4331.303223
	Iteration 46Q: 3 clusters Score -803897.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -803898.625000 Penalty: 4331.303223
	Iteration 47Q: 3 clusters Score -803898.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -803901.750000 Penalty: 4331.303223
	Iteration 48Q: 3 clusters Score -803901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -803903.312500 Penalty: 4331.303223
	Iteration 49Q: 3 clusters Score -803903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -803904.437500 Penalty: 4331.303223
	Iteration 50Q: 3 clusters Score -803904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -803907.437500 Penalty: 4331.303223
	Iteration 51Q: 3 clusters Score -803907.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -803909.125000 Penalty: 4331.303223
	Iteration 52Q: 3 clusters Score -803909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -803913.750000 Penalty: 4331.303223
	Iteration 53Q: 3 clusters Score -803913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -803915.500000 Penalty: 4331.303223
	Iteration 54Q: 3 clusters Score -803915.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -803919.437500 Penalty: 4331.303223
	Iteration 55Q: 3 clusters Score -803919.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -803923.375000 Penalty: 4331.303223
	Iteration 56Q: 3 clusters Score -803923.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -803927.062500 Penalty: 4331.303223
	Iteration 57Q: 3 clusters Score -803927.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -803931.937500 Penalty: 4331.303223
	Iteration 58Q: 3 clusters Score -803931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -803940.437500 Penalty: 4331.303223
	Iteration 59Q: 3 clusters Score -803940.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -803948.812500 Penalty: 4331.303223
	Iteration 60F: 3 clusters Score -803948.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -803958.812500 Penalty: 4331.303223
	Iteration 61Q: 3 clusters Score -803958.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -803966.062500 Penalty: 4331.303223
	Iteration 62Q: 3 clusters Score -803966.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -803972.812500 Penalty: 4331.303223
	Iteration 63Q: 3 clusters Score -803972.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -803977.125000 Penalty: 4331.303223
	Iteration 64Q: 3 clusters Score -803977.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -803983.000000 Penalty: 4331.303223
	Iteration 65Q: 3 clusters Score -803983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -803985.375000 Penalty: 4331.303223
	Iteration 66Q: 3 clusters Score -803985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -803986.125000 Penalty: 4331.303223
	Iteration 67Q: 3 clusters Score -803986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -803988.312500 Penalty: 4331.303223
	Iteration 68Q: 3 clusters Score -803988.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -803990.187500 Penalty: 4331.303223
	Iteration 69Q: 3 clusters Score -803990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -803991.875000 Penalty: 4331.303223
	Iteration 70Q: 3 clusters Score -803991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -803993.312500 Penalty: 4331.303223
	Iteration 71Q: 3 clusters Score -803993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -803993.875000 Penalty: 4331.303223
	Iteration 72Q: 3 clusters Score -803993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -803993.875000 Penalty: 4331.303223
	Iteration 73F: 3 clusters Score -803993.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Entering Unmasked Estep 
Score: -841349.000000 Penalty: 2199.052002
	Iteration 0F: 2 clusters Score -841349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -835668.375000 Penalty: 4398.104004
	Iteration 0F: 3 clusters Score -835668.4 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -837395.375000 Penalty: 4398.104004
	Iteration 1F: 3 clusters Score -837395.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -837786.937500 Penalty: 4398.104004
	Iteration 2F: 3 clusters Score -837786.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -838162.187500 Penalty: 4398.104004
	Iteration 3F: 3 clusters Score -838162.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -838537.500000 Penalty: 4398.104004
	Iteration 4F: 3 clusters Score -838537.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -838901.562500 Penalty: 4398.104004
	Iteration 5F: 3 clusters Score -838901.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -839255.437500 Penalty: 4398.104004
	Iteration 6F: 3 clusters Score -839255.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -839579.250000 Penalty: 4398.104004
	Iteration 7F: 3 clusters Score -839579.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -839844.250000 Penalty: 4398.104004
	Iteration 8Q: 3 clusters Score -839844.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -840035.562500 Penalty: 4398.104004
	Iteration 9Q: 3 clusters Score -840035.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -840160.687500 Penalty: 4398.104004
	Iteration 10Q: 3 clusters Score -840160.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -840289.125000 Penalty: 4398.104004
	Iteration 11Q: 3 clusters Score -840289.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -840417.375000 Penalty: 4398.104004
	Iteration 12Q: 3 clusters Score -840417.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -840522.937500 Penalty: 4398.104004
	Iteration 13Q: 3 clusters Score -840522.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -840612.062500 Penalty: 4398.104004
	Iteration 14Q: 3 clusters Score -840612.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -840667.812500 Penalty: 4398.104004
	Iteration 15Q: 3 clusters Score -840667.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -840713.187500 Penalty: 4398.104004
	Iteration 16Q: 3 clusters Score -840713.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -840743.062500 Penalty: 4398.104004
	Iteration 17Q: 3 clusters Score -840743.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -840766.500000 Penalty: 4398.104004
	Iteration 18Q: 3 clusters Score -840766.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -840803.000000 Penalty: 4398.104004
	Iteration 19Q: 3 clusters Score -840803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -840849.500000 Penalty: 4398.104004
	Iteration 20F: 3 clusters Score -840849.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -840889.125000 Penalty: 4398.104004
	Iteration 21Q: 3 clusters Score -840889.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -840923.062500 Penalty: 4398.104004
	Iteration 22Q: 3 clusters Score -840923.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -840944.875000 Penalty: 4398.104004
	Iteration 23Q: 3 clusters Score -840944.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -840960.875000 Penalty: 4398.104004
	Iteration 24Q: 3 clusters Score -840960.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -840974.187500 Penalty: 4398.104004
	Iteration 25Q: 3 clusters Score -840974.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -840984.437500 Penalty: 4398.104004
	Iteration 26Q: 3 clusters Score -840984.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -840991.187500 Penalty: 4398.104004
	Iteration 27Q: 3 clusters Score -840991.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -840993.750000 Penalty: 4398.104004
	Iteration 28Q: 3 clusters Score -840993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -840998.062500 Penalty: 4398.104004
	Iteration 29Q: 3 clusters Score -840998.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -841000.812500 Penalty: 4398.104004
	Iteration 30Q: 3 clusters Score -841000.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -841004.375000 Penalty: 4398.104004
	Iteration 31Q: 3 clusters Score -841004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -841004.625000 Penalty: 4398.104004
	Iteration 32Q: 3 clusters Score -841004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -841006.000000 Penalty: 4398.104004
	Iteration 33Q: 3 clusters Score -841006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -841006.875000 Penalty: 4398.104004
	Iteration 34Q: 3 clusters Score -841006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -841006.875000 Penalty: 4398.104004
	Iteration 35Q: 3 clusters Score -841006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -841008.875000 Penalty: 4398.104004
	Iteration 36Q: 3 clusters Score -841008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -841008.875000 Penalty: 4398.104004
	Iteration 37Q: 3 clusters Score -841008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -841008.875000 Penalty: 4398.104004
	Iteration 38F: 3 clusters Score -841008.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -203835.406250 Penalty: 1852.332764
	Iteration 0F: 2 clusters Score -203835.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -201478.312500 Penalty: 3704.665527
	Iteration 0F: 3 clusters Score -201478.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -201981.171875 Penalty: 3704.665527
	Iteration 1F: 3 clusters Score -201981.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -202166.140625 Penalty: 3704.665527
	Iteration 2F: 3 clusters Score -202166.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -202288.953125 Penalty: 3704.665527
	Iteration 3Q: 3 clusters Score -202289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -202375.421875 Penalty: 3704.665527
	Iteration 4Q: 3 clusters Score -202375.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -202434.546875 Penalty: 3704.665527
	Iteration 5Q: 3 clusters Score -202434.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -202493.687500 Penalty: 3704.665527
	Iteration 6Q: 3 clusters Score -202493.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -202545.750000 Penalty: 3704.665527
	Iteration 7Q: 3 clusters Score -202545.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -202596.390625 Penalty: 3704.665527
	Iteration 8Q: 3 clusters Score -202596.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -202646.437500 Penalty: 3704.665527
	Iteration 9Q: 3 clusters Score -202646.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -202683.812500 Penalty: 3704.665527
	Iteration 10Q: 3 clusters Score -202683.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -202722.156250 Penalty: 3704.665527
	Iteration 11Q: 3 clusters Score -202722.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -202760.390625 Penalty: 3704.665527
	Iteration 12Q: 3 clusters Score -202760.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -202795.750000 Penalty: 3704.665527
	Iteration 13Q: 3 clusters Score -202795.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -202833.343750 Penalty: 3704.665527
	Iteration 14Q: 3 clusters Score -202833.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -202848.625000 Penalty: 3704.665527
	Iteration 15Q: 3 clusters Score -202848.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -202867.031250 Penalty: 3704.665527
	Iteration 16Q: 3 clusters Score -202867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -202877.703125 Penalty: 3704.665527
	Iteration 17Q: 3 clusters Score -202877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -202882.562500 Penalty: 3704.665527
	Iteration 18Q: 3 clusters Score -202882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -202883.828125 Penalty: 3704.665527
	Iteration 19Q: 3 clusters Score -202883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -202884.140625 Penalty: 3704.665527
	Iteration 20F: 3 clusters Score -202884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -202889.843750 Penalty: 3704.665527
	Iteration 21Q: 3 clusters Score -202889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -202894.078125 Penalty: 3704.665527
	Iteration 22Q: 3 clusters Score -202894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -202896.484375 Penalty: 3704.665527
	Iteration 23Q: 3 clusters Score -202896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -202896.484375 Penalty: 3704.665527
	Iteration 24F: 3 clusters Score -202896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Entering Unmasked Estep 
Score: -4056198.500000 Penalty: 2571.024170
	Iteration 0F: 2 clusters Score -4056198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -4034451.750000 Penalty: 5142.048340
	Iteration 0F: 3 clusters Score -4034452 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -4042792.500000 Penalty: 5142.048340
	Iteration 1F: 3 clusters Score -4042792 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4043408.250000 Penalty: 5142.048340
	Iteration 2F: 3 clusters Score -4043408 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4043966.750000 Penalty: 5142.048340
	Iteration 3Q: 3 clusters Score -4043967 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4044540.500000 Penalty: 5142.048340
	Iteration 4Q: 3 clusters Score -4044540 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -4045126.750000 Penalty: 5142.048340
	Iteration 5Q: 3 clusters Score -4045127 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -4045708.000000 Penalty: 5142.048340
	Iteration 6Q: 3 clusters Score -4045708 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4046276.250000 Penalty: 5142.048340
	Iteration 7Q: 3 clusters Score -4046276 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4046864.250000 Penalty: 5142.048340
	Iteration 8Q: 3 clusters Score -4046864 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4047474.250000 Penalty: 5142.048340
	Iteration 9Q: 3 clusters Score -4047474 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4048029.000000 Penalty: 5142.048340
	Iteration 10Q: 3 clusters Score -4048029 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4048446.500000 Penalty: 5142.048340
	Iteration 11Q: 3 clusters Score -4048446 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4048720.250000 Penalty: 5142.048340
	Iteration 12Q: 3 clusters Score -4048720 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -4048850.250000 Penalty: 5142.048340
	Iteration 13Q: 3 clusters Score -4048850 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -4048942.000000 Penalty: 5142.048340
	Iteration 14Q: 3 clusters Score -4048942 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -4049011.750000 Penalty: 5142.048340
	Iteration 15Q: 3 clusters Score -4049012 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4049072.000000 Penalty: 5142.048340
	Iteration 16Q: 3 clusters Score -4049072 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4049117.750000 Penalty: 5142.048340
	Iteration 17Q: 3 clusters Score -4049118 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4049183.000000 Penalty: 5142.048340
	Iteration 18Q: 3 clusters Score -4049183 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4049239.000000 Penalty: 5142.048340
	Iteration 19Q: 3 clusters Score -4049239 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4049276.250000 Penalty: 5142.048340
	Iteration 20F: 3 clusters Score -4049276 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4049336.750000 Penalty: 5142.048340
	Iteration 21Q: 3 clusters Score -4049337 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4049395.250000 Penalty: 5142.048340
	Iteration 22Q: 3 clusters Score -4049395 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -4049451.750000 Penalty: 5142.048340
	Iteration 23Q: 3 clusters Score -4049452 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4049541.000000 Penalty: 5142.048340
	Iteration 24Q: 3 clusters Score -4049541 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4049633.250000 Penalty: 5142.048340
	Iteration 25Q: 3 clusters Score -4049633 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4049704.250000 Penalty: 5142.048340
	Iteration 26Q: 3 clusters Score -4049704 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -4049801.000000 Penalty: 5142.048340
	Iteration 27Q: 3 clusters Score -4049801 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4049865.500000 Penalty: 5142.048340
	Iteration 28Q: 3 clusters Score -4049866 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -4049952.500000 Penalty: 5142.048340
	Iteration 29Q: 3 clusters Score -4049952 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -4050066.750000 Penalty: 5142.048340
	Iteration 30Q: 3 clusters Score -4050067 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4050219.000000 Penalty: 5142.048340
	Iteration 31Q: 3 clusters Score -4050219 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4050336.500000 Penalty: 5142.048340
	Iteration 32Q: 3 clusters Score -4050336 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -4050484.000000 Penalty: 5142.048340
	Iteration 33Q: 3 clusters Score -4050484 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4050657.750000 Penalty: 5142.048340
	Iteration 34Q: 3 clusters Score -4050658 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -4050888.000000 Penalty: 5142.048340
	Iteration 35Q: 3 clusters Score -4050888 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -4051109.250000 Penalty: 5142.048340
	Iteration 36Q: 3 clusters Score -4051109 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -4051310.500000 Penalty: 5142.048340
	Iteration 37Q: 3 clusters Score -4051310 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -4051556.000000 Penalty: 5142.048340
	Iteration 38Q: 3 clusters Score -4051556 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4051819.250000 Penalty: 5142.048340
	Iteration 39Q: 3 clusters Score -4051819 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4052075.250000 Penalty: 5142.048340
	Iteration 40F: 3 clusters Score -4052075 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -4052311.000000 Penalty: 5142.048340
	Iteration 41Q: 3 clusters Score -4052311 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -4052567.250000 Penalty: 5142.048340
	Iteration 42Q: 3 clusters Score -4052567 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -4052786.000000 Penalty: 5142.048340
	Iteration 43Q: 3 clusters Score -4052786 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -4053027.250000 Penalty: 5142.048340
	Iteration 44Q: 3 clusters Score -4053027 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -4053222.250000 Penalty: 5142.048340
	Iteration 45Q: 3 clusters Score -4053222 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -4053363.500000 Penalty: 5142.048340
	Iteration 46Q: 3 clusters Score -4053364 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -4053479.750000 Penalty: 5142.048340
	Iteration 47Q: 3 clusters Score -4053480 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4053560.250000 Penalty: 5142.048340
	Iteration 48Q: 3 clusters Score -4053560 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -4053627.000000 Penalty: 5142.048340
	Iteration 49Q: 3 clusters Score -4053627 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4053685.500000 Penalty: 5142.048340
	Iteration 50Q: 3 clusters Score -4053686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4053728.000000 Penalty: 5142.048340
	Iteration 51Q: 3 clusters Score -4053728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -4053772.250000 Penalty: 5142.048340
	Iteration 52Q: 3 clusters Score -4053772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -4053818.750000 Penalty: 5142.048340
	Iteration 53Q: 3 clusters Score -4053819 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4053834.250000 Penalty: 5142.048340
	Iteration 54Q: 3 clusters Score -4053834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -4053844.500000 Penalty: 5142.048340
	Iteration 55Q: 3 clusters Score -4053844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -4053849.250000 Penalty: 5142.048340
	Iteration 56Q: 3 clusters Score -4053849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -4053857.750000 Penalty: 5142.048340
	Iteration 57Q: 3 clusters Score -4053858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -4053857.500000 Penalty: 5142.048340
	Iteration 58Q: 3 clusters Score -4053858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4053868.750000 Penalty: 5142.048340
	Iteration 59Q: 3 clusters Score -4053869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4053879.250000 Penalty: 5142.048340
	Iteration 60F: 3 clusters Score -4053879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4053882.250000 Penalty: 5142.048340
	Iteration 61Q: 3 clusters Score -4053882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -4053896.500000 Penalty: 5142.048340
	Iteration 62Q: 3 clusters Score -4053896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -4053907.500000 Penalty: 5142.048340
	Iteration 63Q: 3 clusters Score -4053908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -4053913.250000 Penalty: 5142.048340
	Iteration 64Q: 3 clusters Score -4053913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -4053915.500000 Penalty: 5142.048340
	Iteration 65Q: 3 clusters Score -4053916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -4053926.750000 Penalty: 5142.048340
	Iteration 66Q: 3 clusters Score -4053927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4053946.000000 Penalty: 5142.048340
	Iteration 67Q: 3 clusters Score -4053946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -4053943.250000 Penalty: 5142.048340
	Iteration 68Q: 3 clusters Score -4053943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4053947.000000 Penalty: 5142.048340
	Iteration 69Q: 3 clusters Score -4053947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4053965.250000 Penalty: 5142.048340
	Iteration 70Q: 3 clusters Score -4053965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -4053967.750000 Penalty: 5142.048340
	Iteration 71Q: 3 clusters Score -4053968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -4053966.000000 Penalty: 5142.048340
	Iteration 72Q: 3 clusters Score -4053966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4053970.000000 Penalty: 5142.048340
	Iteration 73Q: 3 clusters Score -4053970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4053969.500000 Penalty: 5142.048340
	Iteration 74Q: 3 clusters Score -4053970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4053969.500000 Penalty: 5142.048340
	Iteration 75F: 3 clusters Score -4053970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Entering Unmasked Estep 
Score: -9214520.000000 Penalty: 2772.756348
	Iteration 0F: 2 clusters Score -9214520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -9166607.000000 Penalty: 5545.512695
	Iteration 0F: 3 clusters Score -9166607 nChanged 33601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -9185312.000000 Penalty: 5545.512695
	Iteration 1F: 3 clusters Score -9185312 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -9185828.000000 Penalty: 5545.512695
	Iteration 2Q: 3 clusters Score -9185828 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -9186349.000000 Penalty: 5545.512695
	Iteration 3Q: 3 clusters Score -9186349 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -9186794.000000 Penalty: 5545.512695
	Iteration 4Q: 3 clusters Score -9186794 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -9187271.000000 Penalty: 5545.512695
	Iteration 5Q: 3 clusters Score -9187271 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -9187852.000000 Penalty: 5545.512695
	Iteration 6Q: 3 clusters Score -9187852 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -9188644.000000 Penalty: 5545.512695
	Iteration 7Q: 3 clusters Score -9188644 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -9189618.000000 Penalty: 5545.512695
	Iteration 8Q: 3 clusters Score -9189618 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -9190988.000000 Penalty: 5545.512695
	Iteration 9Q: 3 clusters Score -9190988 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -9192926.000000 Penalty: 5545.512695
	Iteration 10F: 3 clusters Score -9192926 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -9195565.000000 Penalty: 5545.512695
	Iteration 11F: 3 clusters Score -9195565 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -9198693.000000 Penalty: 5545.512695
	Iteration 12F: 3 clusters Score -9198693 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -9202121.000000 Penalty: 5545.512695
	Iteration 13F: 3 clusters Score -9202121 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -9205355.000000 Penalty: 5545.512695
	Iteration 14F: 3 clusters Score -9205355 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -9207944.000000 Penalty: 5545.512695
	Iteration 15Q: 3 clusters Score -9207944 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -9209813.000000 Penalty: 5545.512695
	Iteration 16Q: 3 clusters Score -9209813 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9210909.000000 Penalty: 5545.512695
	Iteration 17Q: 3 clusters Score -9210909 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9211508.000000 Penalty: 5545.512695
	Iteration 18Q: 3 clusters Score -9211508 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9211811.000000 Penalty: 5545.512695
	Iteration 19Q: 3 clusters Score -9211811 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9211960.000000 Penalty: 5545.512695
	Iteration 20F: 3 clusters Score -9211960 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9212053.000000 Penalty: 5545.512695
	Iteration 21Q: 3 clusters Score -9212053 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9212109.000000 Penalty: 5545.512695
	Iteration 22Q: 3 clusters Score -9212109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9212135.000000 Penalty: 5545.512695
	Iteration 23Q: 3 clusters Score -9212135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9212137.000000 Penalty: 5545.512695
	Iteration 24Q: 3 clusters Score -9212137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9212153.000000 Penalty: 5545.512695
	Iteration 25Q: 3 clusters Score -9212153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9212162.000000 Penalty: 5545.512695
	Iteration 26Q: 3 clusters Score -9212162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9212164.000000 Penalty: 5545.512695
	Iteration 27Q: 3 clusters Score -9212164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9212171.000000 Penalty: 5545.512695
	Iteration 28Q: 3 clusters Score -9212171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9212185.000000 Penalty: 5545.512695
	Iteration 29Q: 3 clusters Score -9212185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9212186.000000 Penalty: 5545.512695
	Iteration 30Q: 3 clusters Score -9212186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9212191.000000 Penalty: 5545.512695
	Iteration 31Q: 3 clusters Score -9212191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9212192.000000 Penalty: 5545.512695
	Iteration 32Q: 3 clusters Score -9212192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9212197.000000 Penalty: 5545.512695
	Iteration 33Q: 3 clusters Score -9212197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9212200.000000 Penalty: 5545.512695
	Iteration 34Q: 3 clusters Score -9212200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9212202.000000 Penalty: 5545.512695
	Iteration 35Q: 3 clusters Score -9212202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9212201.000000 Penalty: 5545.512695
	Iteration 36Q: 3 clusters Score -9212201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9212202.000000 Penalty: 5545.512695
	Iteration 37Q: 3 clusters Score -9212202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9212208.000000 Penalty: 5545.512695
	Iteration 38Q: 3 clusters Score -9212208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9212216.000000 Penalty: 5545.512695
	Iteration 39Q: 3 clusters Score -9212216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9212210.000000 Penalty: 5545.512695
	Iteration 40F: 3 clusters Score -9212210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9212206.000000 Penalty: 5545.512695
	Iteration 41Q: 3 clusters Score -9212206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9212206.000000 Penalty: 5545.512695
	Iteration 42F: 3 clusters Score -9212206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (155801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155801 members 
Entering Unmasked Estep 
Score: -19963378.000000 Penalty: 2965.171143
	Iteration 0F: 2 clusters Score -1.996338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -19859152.000000 Penalty: 5930.342285
	Iteration 0F: 3 clusters Score -1.985915e+07 nChanged 74513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 75482 members 
Entering Unmasked Estep 
Score: -19902148.000000 Penalty: 5930.342285
	Iteration 1F: 3 clusters Score -1.990215e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -19902980.000000 Penalty: 5930.342285
	Iteration 2Q: 3 clusters Score -1.990298e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -19904254.000000 Penalty: 5930.342285
	Iteration 3Q: 3 clusters Score -1.990425e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -19905976.000000 Penalty: 5930.342285
	Iteration 4Q: 3 clusters Score -1.990598e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -19909014.000000 Penalty: 5930.342285
	Iteration 5Q: 3 clusters Score -1.990901e+07 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -19914244.000000 Penalty: 5930.342285
	Iteration 6F: 3 clusters Score -1.991424e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113576 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -19922302.000000 Penalty: 5930.342285
	Iteration 7F: 3 clusters Score -1.99223e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125856 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -19932676.000000 Penalty: 5930.342285
	Iteration 8F: 3 clusters Score -1.993268e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137463 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -19943336.000000 Penalty: 5930.342285
	Iteration 9F: 3 clusters Score -1.994334e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146088 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -19951732.000000 Penalty: 5930.342285
	Iteration 10F: 3 clusters Score -1.995173e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151310 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -19956774.000000 Penalty: 5930.342285
	Iteration 11Q: 3 clusters Score -1.995677e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -19959110.000000 Penalty: 5930.342285
	Iteration 12Q: 3 clusters Score -1.995911e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -19960022.000000 Penalty: 5930.342285
	Iteration 13Q: 3 clusters Score -1.996002e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155346 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -19960392.000000 Penalty: 5930.342285
	Iteration 14Q: 3 clusters Score -1.996039e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155456 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19960516.000000 Penalty: 5930.342285
	Iteration 15Q: 3 clusters Score -1.996052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155503 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19960588.000000 Penalty: 5930.342285
	Iteration 16Q: 3 clusters Score -1.996059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155526 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19960602.000000 Penalty: 5930.342285
	Iteration 17Q: 3 clusters Score -1.99606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155538 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19960618.000000 Penalty: 5930.342285
	Iteration 18Q: 3 clusters Score -1.996062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19960624.000000 Penalty: 5930.342285
	Iteration 19Q: 3 clusters Score -1.996062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19960658.000000 Penalty: 5930.342285
	Iteration 20F: 3 clusters Score -1.996066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19960676.000000 Penalty: 5930.342285
	Iteration 21Q: 3 clusters Score -1.996068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155559 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19960680.000000 Penalty: 5930.342285
	Iteration 22Q: 3 clusters Score -1.996068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155562 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19960684.000000 Penalty: 5930.342285
	Iteration 23Q: 3 clusters Score -1.996068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155562 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19960682.000000 Penalty: 5930.342285
	Iteration 24Q: 3 clusters Score -1.996068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155562 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19960682.000000 Penalty: 5930.342285
	Iteration 25F: 3 clusters Score -1.996068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Entering Unmasked Estep 
Score: -603532.187500 Penalty: 2098.706299
	Iteration 0F: 2 clusters Score -603532.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -599137.687500 Penalty: 4197.412598
	Iteration 0F: 3 clusters Score -599137.7 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -600149.312500 Penalty: 4197.412598
	Iteration 1F: 3 clusters Score -600149.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -600357.250000 Penalty: 4197.412598
	Iteration 2F: 3 clusters Score -600357.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -600466.750000 Penalty: 4197.412598
	Iteration 3Q: 3 clusters Score -600466.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -600551.437500 Penalty: 4197.412598
	Iteration 4Q: 3 clusters Score -600551.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -600623.250000 Penalty: 4197.412598
	Iteration 5Q: 3 clusters Score -600623.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -600710.562500 Penalty: 4197.412598
	Iteration 6Q: 3 clusters Score -600710.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -600798.750000 Penalty: 4197.412598
	Iteration 7Q: 3 clusters Score -600798.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -600883.625000 Penalty: 4197.412598
	Iteration 8Q: 3 clusters Score -600883.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -600953.000000 Penalty: 4197.412598
	Iteration 9Q: 3 clusters Score -600953 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -601017.875000 Penalty: 4197.412598
	Iteration 10Q: 3 clusters Score -601017.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -601081.000000 Penalty: 4197.412598
	Iteration 11Q: 3 clusters Score -601081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -601137.562500 Penalty: 4197.412598
	Iteration 12Q: 3 clusters Score -601137.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -601189.812500 Penalty: 4197.412598
	Iteration 13Q: 3 clusters Score -601189.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -601226.750000 Penalty: 4197.412598
	Iteration 14Q: 3 clusters Score -601226.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -601258.000000 Penalty: 4197.412598
	Iteration 15Q: 3 clusters Score -601258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -601278.937500 Penalty: 4197.412598
	Iteration 16Q: 3 clusters Score -601278.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -601296.500000 Penalty: 4197.412598
	Iteration 17Q: 3 clusters Score -601296.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -601308.187500 Penalty: 4197.412598
	Iteration 18Q: 3 clusters Score -601308.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -601320.750000 Penalty: 4197.412598
	Iteration 19Q: 3 clusters Score -601320.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -601329.312500 Penalty: 4197.412598
	Iteration 20F: 3 clusters Score -601329.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -601339.062500 Penalty: 4197.412598
	Iteration 21Q: 3 clusters Score -601339.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -601350.062500 Penalty: 4197.412598
	Iteration 22Q: 3 clusters Score -601350.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -601359.375000 Penalty: 4197.412598
	Iteration 23Q: 3 clusters Score -601359.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -601369.625000 Penalty: 4197.412598
	Iteration 24Q: 3 clusters Score -601369.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -601380.062500 Penalty: 4197.412598
	Iteration 25Q: 3 clusters Score -601380.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -601391.875000 Penalty: 4197.412598
	Iteration 26Q: 3 clusters Score -601391.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -601405.500000 Penalty: 4197.412598
	Iteration 27Q: 3 clusters Score -601405.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -601420.562500 Penalty: 4197.412598
	Iteration 28Q: 3 clusters Score -601420.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -601434.875000 Penalty: 4197.412598
	Iteration 29Q: 3 clusters Score -601434.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -601443.562500 Penalty: 4197.412598
	Iteration 30Q: 3 clusters Score -601443.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -601452.312500 Penalty: 4197.412598
	Iteration 31Q: 3 clusters Score -601452.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -601461.875000 Penalty: 4197.412598
	Iteration 32Q: 3 clusters Score -601461.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -601465.750000 Penalty: 4197.412598
	Iteration 33Q: 3 clusters Score -601465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -601470.500000 Penalty: 4197.412598
	Iteration 34Q: 3 clusters Score -601470.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -601477.875000 Penalty: 4197.412598
	Iteration 35Q: 3 clusters Score -601477.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -601482.000000 Penalty: 4197.412598
	Iteration 36Q: 3 clusters Score -601482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -601486.750000 Penalty: 4197.412598
	Iteration 37Q: 3 clusters Score -601486.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -601490.125000 Penalty: 4197.412598
	Iteration 38Q: 3 clusters Score -601490.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -601492.062500 Penalty: 4197.412598
	Iteration 39Q: 3 clusters Score -601492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -601492.125000 Penalty: 4197.412598
	Iteration 40F: 3 clusters Score -601492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -601494.000000 Penalty: 4197.412598
	Iteration 41Q: 3 clusters Score -601494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -601494.937500 Penalty: 4197.412598
	Iteration 42Q: 3 clusters Score -601494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -601495.375000 Penalty: 4197.412598
	Iteration 43Q: 3 clusters Score -601495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -601495.062500 Penalty: 4197.412598
	Iteration 44Q: 3 clusters Score -601495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -601498.250000 Penalty: 4197.412598
	Iteration 45Q: 3 clusters Score -601498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -601498.187500 Penalty: 4197.412598
	Iteration 46Q: 3 clusters Score -601498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -601498.187500 Penalty: 4197.412598
	Iteration 47F: 3 clusters Score -601498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -46418.234375 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -46418.23 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 231 members 
Entering Unmasked Estep 
Score: -44971.589844 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -44971.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45261.839844 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -45261.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45446.671875 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -45446.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45633.636719 Penalty: 3030.186768
	Iteration 3F: 3 clusters Score -45633.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45761.199219 Penalty: 3030.186768
	Iteration 4F: 3 clusters Score -45761.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45882.902344 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -45882.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46143.253906 Penalty: 3030.186768
	Iteration 6F: 3 clusters Score -46143.25 nChanged 30
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: -46491.964844 Penalty: 3030.186768
	Iteration 7F: 3 clusters Score -46491.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46747.835938 Penalty: 3030.186768
	Iteration 8F: 3 clusters Score -46747.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46941.347656 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -46941.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46970.035156 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -46970.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46970.035156 Penalty: 3030.186768
	Iteration 11F: 3 clusters Score -46970.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 12260 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 31794 members 
Mstep: Class 11 contains 71716 members 
Mstep: Class 12 contains 155801 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 7694 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 49132 members 
Mstep: Class 22 contains 18931 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56862 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27342 members 
Mstep: Class 30 contains 101943 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 182 members 
Entering Unmasked Estep 
Score: -77983488.000000 Penalty: 105949.625000
Splitting cluster 14 changes total score from -77984600.000000 to -77983488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -367902.968750 Penalty: 1981.579102
	Iteration 0F: 2 clusters Score -367903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -364672.000000 Penalty: 3963.158203
	Iteration 0F: 3 clusters Score -364672 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -365304.250000 Penalty: 3963.158203
	Iteration 1F: 3 clusters Score -365304.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -365442.687500 Penalty: 3963.158203
	Iteration 2F: 3 clusters Score -365442.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -365520.187500 Penalty: 3963.158203
	Iteration 3Q: 3 clusters Score -365520.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -365575.531250 Penalty: 3963.158203
	Iteration 4Q: 3 clusters Score -365575.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -365613.375000 Penalty: 3963.158203
	Iteration 5Q: 3 clusters Score -365613.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -365633.875000 Penalty: 3963.158203
	Iteration 6Q: 3 clusters Score -365633.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -365651.281250 Penalty: 3963.158203
	Iteration 7Q: 3 clusters Score -365651.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -365660.375000 Penalty: 3963.158203
	Iteration 8Q: 3 clusters Score -365660.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -365674.062500 Penalty: 3963.158203
	Iteration 9Q: 3 clusters Score -365674.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -365689.812500 Penalty: 3963.158203
	Iteration 10Q: 3 clusters Score -365689.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -365699.593750 Penalty: 3963.158203
	Iteration 11Q: 3 clusters Score -365699.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -365712.843750 Penalty: 3963.158203
	Iteration 12Q: 3 clusters Score -365712.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -365724.375000 Penalty: 3963.158203
	Iteration 13Q: 3 clusters Score -365724.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -365733.750000 Penalty: 3963.158203
	Iteration 14Q: 3 clusters Score -365733.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -365739.187500 Penalty: 3963.158203
	Iteration 15Q: 3 clusters Score -365739.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -365744.343750 Penalty: 3963.158203
	Iteration 16Q: 3 clusters Score -365744.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -365749.906250 Penalty: 3963.158203
	Iteration 17Q: 3 clusters Score -365749.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -365756.437500 Penalty: 3963.158203
	Iteration 18Q: 3 clusters Score -365756.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -365762.000000 Penalty: 3963.158203
	Iteration 19Q: 3 clusters Score -365762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -365769.281250 Penalty: 3963.158203
	Iteration 20F: 3 clusters Score -365769.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -365779.062500 Penalty: 3963.158203
	Iteration 21Q: 3 clusters Score -365779.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -365784.500000 Penalty: 3963.158203
	Iteration 22Q: 3 clusters Score -365784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -365787.562500 Penalty: 3963.158203
	Iteration 23Q: 3 clusters Score -365787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -365790.187500 Penalty: 3963.158203
	Iteration 24Q: 3 clusters Score -365790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -365792.187500 Penalty: 3963.158203
	Iteration 25Q: 3 clusters Score -365792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -365792.687500 Penalty: 3963.158203
	Iteration 26Q: 3 clusters Score -365792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -365794.343750 Penalty: 3963.158203
	Iteration 27Q: 3 clusters Score -365794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -365794.750000 Penalty: 3963.158203
	Iteration 28Q: 3 clusters Score -365794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -365795.062500 Penalty: 3963.158203
	Iteration 29Q: 3 clusters Score -365795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -365795.375000 Penalty: 3963.158203
	Iteration 30Q: 3 clusters Score -365795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -365795.656250 Penalty: 3963.158203
	Iteration 31Q: 3 clusters Score -365795.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -365795.656250 Penalty: 3963.158203
	Iteration 32F: 3 clusters Score -365795.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Entering Unmasked Estep 
Score: -926886.375000 Penalty: 2219.152832
	Iteration 0F: 2 clusters Score -926886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -920664.812500 Penalty: 4438.305664
	Iteration 0F: 3 clusters Score -920664.8 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -922349.750000 Penalty: 4438.305664
	Iteration 1F: 3 clusters Score -922349.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -922601.562500 Penalty: 4438.305664
	Iteration 2F: 3 clusters Score -922601.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -922750.750000 Penalty: 4438.305664
	Iteration 3Q: 3 clusters Score -922750.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -922852.437500 Penalty: 4438.305664
	Iteration 4Q: 3 clusters Score -922852.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -922933.812500 Penalty: 4438.305664
	Iteration 5Q: 3 clusters Score -922933.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -922993.437500 Penalty: 4438.305664
	Iteration 6Q: 3 clusters Score -922993.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -923043.375000 Penalty: 4438.305664
	Iteration 7Q: 3 clusters Score -923043.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -923082.687500 Penalty: 4438.305664
	Iteration 8Q: 3 clusters Score -923082.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -923121.250000 Penalty: 4438.305664
	Iteration 9Q: 3 clusters Score -923121.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -923160.625000 Penalty: 4438.305664
	Iteration 10Q: 3 clusters Score -923160.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -923207.875000 Penalty: 4438.305664
	Iteration 11Q: 3 clusters Score -923207.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -923250.500000 Penalty: 4438.305664
	Iteration 12Q: 3 clusters Score -923250.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -923296.937500 Penalty: 4438.305664
	Iteration 13Q: 3 clusters Score -923296.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -923346.875000 Penalty: 4438.305664
	Iteration 14Q: 3 clusters Score -923346.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -923403.625000 Penalty: 4438.305664
	Iteration 15Q: 3 clusters Score -923403.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -923462.625000 Penalty: 4438.305664
	Iteration 16Q: 3 clusters Score -923462.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -923541.625000 Penalty: 4438.305664
	Iteration 17Q: 3 clusters Score -923541.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -923626.687500 Penalty: 4438.305664
	Iteration 18Q: 3 clusters Score -923626.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -923712.437500 Penalty: 4438.305664
	Iteration 19Q: 3 clusters Score -923712.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -923820.312500 Penalty: 4438.305664
	Iteration 20F: 3 clusters Score -923820.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -923942.625000 Penalty: 4438.305664
	Iteration 21Q: 3 clusters Score -923942.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -924071.625000 Penalty: 4438.305664
	Iteration 22Q: 3 clusters Score -924071.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -924195.187500 Penalty: 4438.305664
	Iteration 23Q: 3 clusters Score -924195.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -924306.937500 Penalty: 4438.305664
	Iteration 24Q: 3 clusters Score -924306.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -924388.750000 Penalty: 4438.305664
	Iteration 25Q: 3 clusters Score -924388.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -924452.875000 Penalty: 4438.305664
	Iteration 26Q: 3 clusters Score -924452.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -924532.500000 Penalty: 4438.305664
	Iteration 27Q: 3 clusters Score -924532.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -924613.750000 Penalty: 4438.305664
	Iteration 28Q: 3 clusters Score -924613.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -924672.875000 Penalty: 4438.305664
	Iteration 29Q: 3 clusters Score -924672.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -924712.812500 Penalty: 4438.305664
	Iteration 30Q: 3 clusters Score -924712.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -924753.750000 Penalty: 4438.305664
	Iteration 31Q: 3 clusters Score -924753.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -924792.187500 Penalty: 4438.305664
	Iteration 32Q: 3 clusters Score -924792.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -924820.312500 Penalty: 4438.305664
	Iteration 33Q: 3 clusters Score -924820.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -924848.812500 Penalty: 4438.305664
	Iteration 34Q: 3 clusters Score -924848.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -924874.062500 Penalty: 4438.305664
	Iteration 35Q: 3 clusters Score -924874.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -924890.375000 Penalty: 4438.305664
	Iteration 36Q: 3 clusters Score -924890.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -924913.875000 Penalty: 4438.305664
	Iteration 37Q: 3 clusters Score -924913.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -924932.312500 Penalty: 4438.305664
	Iteration 38Q: 3 clusters Score -924932.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -924942.187500 Penalty: 4438.305664
	Iteration 39Q: 3 clusters Score -924942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -924947.750000 Penalty: 4438.305664
	Iteration 40F: 3 clusters Score -924947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -924953.187500 Penalty: 4438.305664
	Iteration 41Q: 3 clusters Score -924953.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -924958.125000 Penalty: 4438.305664
	Iteration 42Q: 3 clusters Score -924958.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -924962.000000 Penalty: 4438.305664
	Iteration 43Q: 3 clusters Score -924962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -924967.625000 Penalty: 4438.305664
	Iteration 44Q: 3 clusters Score -924967.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -924977.375000 Penalty: 4438.305664
	Iteration 45Q: 3 clusters Score -924977.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -924982.500000 Penalty: 4438.305664
	Iteration 46Q: 3 clusters Score -924982.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -924986.062500 Penalty: 4438.305664
	Iteration 47Q: 3 clusters Score -924986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -924988.687500 Penalty: 4438.305664
	Iteration 48Q: 3 clusters Score -924988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -924991.562500 Penalty: 4438.305664
	Iteration 49Q: 3 clusters Score -924991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -924993.562500 Penalty: 4438.305664
	Iteration 50Q: 3 clusters Score -924993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -924993.687500 Penalty: 4438.305664
	Iteration 51Q: 3 clusters Score -924993.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -924997.125000 Penalty: 4438.305664
	Iteration 52Q: 3 clusters Score -924997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -924998.812500 Penalty: 4438.305664
	Iteration 53Q: 3 clusters Score -924998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -924998.812500 Penalty: 4438.305664
	Iteration 54F: 3 clusters Score -924998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Entering Unmasked Estep 
Score: -3144131.750000 Penalty: 2513.183594
	Iteration 0F: 2 clusters Score -3144132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3126622.250000 Penalty: 5026.367188
	Iteration 0F: 3 clusters Score -3126622 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3132986.500000 Penalty: 5026.367188
	Iteration 1F: 3 clusters Score -3132986 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3133856.000000 Penalty: 5026.367188
	Iteration 2F: 3 clusters Score -3133856 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3135380.250000 Penalty: 5026.367188
	Iteration 3F: 3 clusters Score -3135380 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -3137768.500000 Penalty: 5026.367188
	Iteration 4F: 3 clusters Score -3137768 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3140084.000000 Penalty: 5026.367188
	Iteration 5F: 3 clusters Score -3140084 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3141592.000000 Penalty: 5026.367188
	Iteration 6F: 3 clusters Score -3141592 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3142475.000000 Penalty: 5026.367188
	Iteration 7F: 3 clusters Score -3142475 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3142989.000000 Penalty: 5026.367188
	Iteration 8Q: 3 clusters Score -3142989 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3143304.500000 Penalty: 5026.367188
	Iteration 9Q: 3 clusters Score -3143304 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3143524.000000 Penalty: 5026.367188
	Iteration 10Q: 3 clusters Score -3143524 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3143680.250000 Penalty: 5026.367188
	Iteration 11Q: 3 clusters Score -3143680 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3143789.000000 Penalty: 5026.367188
	Iteration 12Q: 3 clusters Score -3143789 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3143874.000000 Penalty: 5026.367188
	Iteration 13Q: 3 clusters Score -3143874 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3143949.750000 Penalty: 5026.367188
	Iteration 14Q: 3 clusters Score -3143950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3143982.500000 Penalty: 5026.367188
	Iteration 15Q: 3 clusters Score -3143982 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3144014.750000 Penalty: 5026.367188
	Iteration 16Q: 3 clusters Score -3144015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3144047.000000 Penalty: 5026.367188
	Iteration 17Q: 3 clusters Score -3144047 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3144056.500000 Penalty: 5026.367188
	Iteration 18Q: 3 clusters Score -3144056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3144073.500000 Penalty: 5026.367188
	Iteration 19Q: 3 clusters Score -3144074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3144081.250000 Penalty: 5026.367188
	Iteration 20F: 3 clusters Score -3144081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3144091.750000 Penalty: 5026.367188
	Iteration 21Q: 3 clusters Score -3144092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3144107.750000 Penalty: 5026.367188
	Iteration 22Q: 3 clusters Score -3144108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3144116.750000 Penalty: 5026.367188
	Iteration 23Q: 3 clusters Score -3144117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3144119.500000 Penalty: 5026.367188
	Iteration 24Q: 3 clusters Score -3144120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3144141.750000 Penalty: 5026.367188
	Iteration 25Q: 3 clusters Score -3144142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3144167.750000 Penalty: 5026.367188
	Iteration 26Q: 3 clusters Score -3144168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -3144187.750000 Penalty: 5026.367188
	Iteration 27Q: 3 clusters Score -3144188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3144210.750000 Penalty: 5026.367188
	Iteration 28Q: 3 clusters Score -3144211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3144222.750000 Penalty: 5026.367188
	Iteration 29Q: 3 clusters Score -3144223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3144234.750000 Penalty: 5026.367188
	Iteration 30Q: 3 clusters Score -3144235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3144240.000000 Penalty: 5026.367188
	Iteration 31Q: 3 clusters Score -3144240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3144264.000000 Penalty: 5026.367188
	Iteration 32Q: 3 clusters Score -3144264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3144269.500000 Penalty: 5026.367188
	Iteration 33Q: 3 clusters Score -3144270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3144276.500000 Penalty: 5026.367188
	Iteration 34Q: 3 clusters Score -3144276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3144287.500000 Penalty: 5026.367188
	Iteration 35Q: 3 clusters Score -3144288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3144287.500000 Penalty: 5026.367188
	Iteration 36Q: 3 clusters Score -3144288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3144293.250000 Penalty: 5026.367188
	Iteration 37Q: 3 clusters Score -3144293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3144298.000000 Penalty: 5026.367188
	Iteration 38Q: 3 clusters Score -3144298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3144301.750000 Penalty: 5026.367188
	Iteration 39Q: 3 clusters Score -3144302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3144305.000000 Penalty: 5026.367188
	Iteration 40F: 3 clusters Score -3144305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3144304.500000 Penalty: 5026.367188
	Iteration 41Q: 3 clusters Score -3144304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3144307.750000 Penalty: 5026.367188
	Iteration 42Q: 3 clusters Score -3144308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3144302.750000 Penalty: 5026.367188
	Iteration 43Q: 3 clusters Score -3144303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3144302.750000 Penalty: 5026.367188
	Iteration 44F: 3 clusters Score -3144303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 12260 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 31794 members 
Mstep: Class 11 contains 71716 members 
Mstep: Class 12 contains 155801 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 7694 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 49132 members 
Mstep: Class 22 contains 18931 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56862 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27342 members 
Mstep: Class 30 contains 101943 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 23664 members 
Entering Unmasked Estep 
Score: -77984152.000000 Penalty: 105949.625000
Splitting cluster 17 changes total score from -77984600.000000 to -77984152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -71006.187500 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -71006.19 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 312 members 
Entering Unmasked Estep 
Score: -69422.539062 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -69422.54 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69731.382812 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -69731.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69892.914062 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -69892.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69989.937500 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -69989.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70029.781250 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -70029.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70048.554688 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -70048.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70054.773438 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -70054.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70055.953125 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -70055.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70058.445312 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -70058.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70058.445312 Penalty: 3217.135742
	Iteration 9F: 3 clusters Score -70058.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Entering Unmasked Estep 
Score: -652736.937500 Penalty: 2116.834473
	Iteration 0F: 2 clusters Score -652736.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -648187.687500 Penalty: 4233.668945
	Iteration 0F: 3 clusters Score -648187.7 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -649310.250000 Penalty: 4233.668945
	Iteration 1F: 3 clusters Score -649310.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -649590.187500 Penalty: 4233.668945
	Iteration 2F: 3 clusters Score -649590.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -649794.187500 Penalty: 4233.668945
	Iteration 3F: 3 clusters Score -649794.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -649966.625000 Penalty: 4233.668945
	Iteration 4Q: 3 clusters Score -649966.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -650104.812500 Penalty: 4233.668945
	Iteration 5Q: 3 clusters Score -650104.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -650213.500000 Penalty: 4233.668945
	Iteration 6Q: 3 clusters Score -650213.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -650315.625000 Penalty: 4233.668945
	Iteration 7Q: 3 clusters Score -650315.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -650404.687500 Penalty: 4233.668945
	Iteration 8Q: 3 clusters Score -650404.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -650462.250000 Penalty: 4233.668945
	Iteration 9Q: 3 clusters Score -650462.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -650502.187500 Penalty: 4233.668945
	Iteration 10Q: 3 clusters Score -650502.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -650527.000000 Penalty: 4233.668945
	Iteration 11Q: 3 clusters Score -650527 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -650555.937500 Penalty: 4233.668945
	Iteration 12Q: 3 clusters Score -650555.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -650581.437500 Penalty: 4233.668945
	Iteration 13Q: 3 clusters Score -650581.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -650602.562500 Penalty: 4233.668945
	Iteration 14Q: 3 clusters Score -650602.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -650621.687500 Penalty: 4233.668945
	Iteration 15Q: 3 clusters Score -650621.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -650640.812500 Penalty: 4233.668945
	Iteration 16Q: 3 clusters Score -650640.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -650653.625000 Penalty: 4233.668945
	Iteration 17Q: 3 clusters Score -650653.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -650663.687500 Penalty: 4233.668945
	Iteration 18Q: 3 clusters Score -650663.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -650674.687500 Penalty: 4233.668945
	Iteration 19Q: 3 clusters Score -650674.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -650686.125000 Penalty: 4233.668945
	Iteration 20F: 3 clusters Score -650686.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -650693.125000 Penalty: 4233.668945
	Iteration 21Q: 3 clusters Score -650693.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -650695.625000 Penalty: 4233.668945
	Iteration 22Q: 3 clusters Score -650695.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -650698.625000 Penalty: 4233.668945
	Iteration 23Q: 3 clusters Score -650698.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -650705.312500 Penalty: 4233.668945
	Iteration 24Q: 3 clusters Score -650705.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -650709.812500 Penalty: 4233.668945
	Iteration 25Q: 3 clusters Score -650709.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -650715.875000 Penalty: 4233.668945
	Iteration 26Q: 3 clusters Score -650715.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -650720.625000 Penalty: 4233.668945
	Iteration 27Q: 3 clusters Score -650720.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -650722.875000 Penalty: 4233.668945
	Iteration 28Q: 3 clusters Score -650722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -650726.312500 Penalty: 4233.668945
	Iteration 29Q: 3 clusters Score -650726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -650728.562500 Penalty: 4233.668945
	Iteration 30Q: 3 clusters Score -650728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -650730.125000 Penalty: 4233.668945
	Iteration 31Q: 3 clusters Score -650730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -650732.687500 Penalty: 4233.668945
	Iteration 32Q: 3 clusters Score -650732.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -650732.250000 Penalty: 4233.668945
	Iteration 33Q: 3 clusters Score -650732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -650734.250000 Penalty: 4233.668945
	Iteration 34Q: 3 clusters Score -650734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -650734.312500 Penalty: 4233.668945
	Iteration 35Q: 3 clusters Score -650734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -650735.937500 Penalty: 4233.668945
	Iteration 36Q: 3 clusters Score -650735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -650735.812500 Penalty: 4233.668945
	Iteration 37Q: 3 clusters Score -650735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -650739.875000 Penalty: 4233.668945
	Iteration 38Q: 3 clusters Score -650739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650739.062500 Penalty: 4233.668945
	Iteration 39Q: 3 clusters Score -650739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650741.437500 Penalty: 4233.668945
	Iteration 40F: 3 clusters Score -650741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -650740.875000 Penalty: 4233.668945
	Iteration 41Q: 3 clusters Score -650740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650742.437500 Penalty: 4233.668945
	Iteration 42Q: 3 clusters Score -650742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650742.437500 Penalty: 4233.668945
	Iteration 43F: 3 clusters Score -650742.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -329473.250000 Penalty: 1973.293091
	Iteration 0F: 2 clusters Score -329473.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -326355.375000 Penalty: 3946.586182
	Iteration 0F: 3 clusters Score -326355.4 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -327103.656250 Penalty: 3946.586182
	Iteration 1F: 3 clusters Score -327103.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -327338.125000 Penalty: 3946.586182
	Iteration 2F: 3 clusters Score -327338.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -327563.250000 Penalty: 3946.586182
	Iteration 3F: 3 clusters Score -327563.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -327859.968750 Penalty: 3946.586182
	Iteration 4F: 3 clusters Score -327860 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -328157.812500 Penalty: 3946.586182
	Iteration 5F: 3 clusters Score -328157.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -328396.843750 Penalty: 3946.586182
	Iteration 6F: 3 clusters Score -328396.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -328584.781250 Penalty: 3946.586182
	Iteration 7F: 3 clusters Score -328584.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -328755.000000 Penalty: 3946.586182
	Iteration 8Q: 3 clusters Score -328755 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -328904.968750 Penalty: 3946.586182
	Iteration 9Q: 3 clusters Score -328905 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -328997.437500 Penalty: 3946.586182
	Iteration 10Q: 3 clusters Score -328997.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -329061.750000 Penalty: 3946.586182
	Iteration 11Q: 3 clusters Score -329061.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -329087.687500 Penalty: 3946.586182
	Iteration 12Q: 3 clusters Score -329087.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -329100.687500 Penalty: 3946.586182
	Iteration 13Q: 3 clusters Score -329100.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -329104.812500 Penalty: 3946.586182
	Iteration 14Q: 3 clusters Score -329104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -329108.468750 Penalty: 3946.586182
	Iteration 15Q: 3 clusters Score -329108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -329110.187500 Penalty: 3946.586182
	Iteration 16Q: 3 clusters Score -329110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -329110.625000 Penalty: 3946.586182
	Iteration 17Q: 3 clusters Score -329110.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -329110.625000 Penalty: 3946.586182
	Iteration 18F: 3 clusters Score -329110.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Entering Unmasked Estep 
Score: -6272039.000000 Penalty: 2678.961914
	Iteration 0F: 2 clusters Score -6272039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -6238948.000000 Penalty: 5357.923828
	Iteration 0F: 3 clusters Score -6238948 nChanged 22751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -6251671.000000 Penalty: 5357.923828
	Iteration 1F: 3 clusters Score -6251671 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -6252282.000000 Penalty: 5357.923828
	Iteration 2Q: 3 clusters Score -6252282 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -6253066.500000 Penalty: 5357.923828
	Iteration 3Q: 3 clusters Score -6253066 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -6254028.000000 Penalty: 5357.923828
	Iteration 4Q: 3 clusters Score -6254028 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -6255357.500000 Penalty: 5357.923828
	Iteration 5Q: 3 clusters Score -6255358 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -6256895.000000 Penalty: 5357.923828
	Iteration 6F: 3 clusters Score -6256895 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -6258622.000000 Penalty: 5357.923828
	Iteration 7F: 3 clusters Score -6258622 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -6260696.500000 Penalty: 5357.923828
	Iteration 8F: 3 clusters Score -6260696 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -6262822.500000 Penalty: 5357.923828
	Iteration 9F: 3 clusters Score -6262822 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -6264651.500000 Penalty: 5357.923828
	Iteration 10F: 3 clusters Score -6264652 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -6265995.500000 Penalty: 5357.923828
	Iteration 11Q: 3 clusters Score -6265996 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -6266989.000000 Penalty: 5357.923828
	Iteration 12Q: 3 clusters Score -6266989 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -6267692.500000 Penalty: 5357.923828
	Iteration 13Q: 3 clusters Score -6267692 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -6268285.500000 Penalty: 5357.923828
	Iteration 14Q: 3 clusters Score -6268286 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -6268780.000000 Penalty: 5357.923828
	Iteration 15Q: 3 clusters Score -6268780 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -6269137.500000 Penalty: 5357.923828
	Iteration 16Q: 3 clusters Score -6269138 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -6269523.500000 Penalty: 5357.923828
	Iteration 17Q: 3 clusters Score -6269524 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -6269868.000000 Penalty: 5357.923828
	Iteration 18Q: 3 clusters Score -6269868 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -6270222.500000 Penalty: 5357.923828
	Iteration 19Q: 3 clusters Score -6270222 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -6270539.000000 Penalty: 5357.923828
	Iteration 20F: 3 clusters Score -6270539 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -6270839.500000 Penalty: 5357.923828
	Iteration 21Q: 3 clusters Score -6270840 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -6271094.500000 Penalty: 5357.923828
	Iteration 22Q: 3 clusters Score -6271094 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -6271280.500000 Penalty: 5357.923828
	Iteration 23Q: 3 clusters Score -6271280 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -6271449.000000 Penalty: 5357.923828
	Iteration 24Q: 3 clusters Score -6271449 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -6271631.500000 Penalty: 5357.923828
	Iteration 25Q: 3 clusters Score -6271632 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -6271808.000000 Penalty: 5357.923828
	Iteration 26Q: 3 clusters Score -6271808 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -6271934.500000 Penalty: 5357.923828
	Iteration 27Q: 3 clusters Score -6271934 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -6272067.500000 Penalty: 5357.923828
	Iteration 28Q: 3 clusters Score -6272068 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -6272193.500000 Penalty: 5357.923828
	Iteration 29Q: 3 clusters Score -6272194 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -6272343.000000 Penalty: 5357.923828
	Iteration 30Q: 3 clusters Score -6272343 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -6272480.000000 Penalty: 5357.923828
	Iteration 31Q: 3 clusters Score -6272480 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -6272540.500000 Penalty: 5357.923828
	Iteration 32Q: 3 clusters Score -6272540 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -6272623.000000 Penalty: 5357.923828
	Iteration 33Q: 3 clusters Score -6272623 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -6272697.000000 Penalty: 5357.923828
	Iteration 34Q: 3 clusters Score -6272697 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -6272726.500000 Penalty: 5357.923828
	Iteration 35Q: 3 clusters Score -6272726 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -6272785.000000 Penalty: 5357.923828
	Iteration 36Q: 3 clusters Score -6272785 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -6272801.500000 Penalty: 5357.923828
	Iteration 37Q: 3 clusters Score -6272802 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -6272836.000000 Penalty: 5357.923828
	Iteration 38Q: 3 clusters Score -6272836 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -6272859.500000 Penalty: 5357.923828
	Iteration 39Q: 3 clusters Score -6272860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -6272996.500000 Penalty: 5357.923828
	Iteration 40F: 3 clusters Score -6272996 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -6273072.500000 Penalty: 5357.923828
	Iteration 41Q: 3 clusters Score -6273072 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -6273104.000000 Penalty: 5357.923828
	Iteration 42Q: 3 clusters Score -6273104 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -6273139.000000 Penalty: 5357.923828
	Iteration 43Q: 3 clusters Score -6273139 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -6273149.500000 Penalty: 5357.923828
	Iteration 44Q: 3 clusters Score -6273150 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -6273179.000000 Penalty: 5357.923828
	Iteration 45Q: 3 clusters Score -6273179 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -6273198.000000 Penalty: 5357.923828
	Iteration 46Q: 3 clusters Score -6273198 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -6273212.000000 Penalty: 5357.923828
	Iteration 47Q: 3 clusters Score -6273212 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -6273247.500000 Penalty: 5357.923828
	Iteration 48Q: 3 clusters Score -6273248 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -6273254.000000 Penalty: 5357.923828
	Iteration 49Q: 3 clusters Score -6273254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -6273278.500000 Penalty: 5357.923828
	Iteration 50Q: 3 clusters Score -6273278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -6273295.000000 Penalty: 5357.923828
	Iteration 51Q: 3 clusters Score -6273295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -6273295.000000 Penalty: 5357.923828
	Iteration 52Q: 3 clusters Score -6273295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -6273320.000000 Penalty: 5357.923828
	Iteration 53Q: 3 clusters Score -6273320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -6273323.000000 Penalty: 5357.923828
	Iteration 54Q: 3 clusters Score -6273323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -6273346.500000 Penalty: 5357.923828
	Iteration 55Q: 3 clusters Score -6273346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -6273361.000000 Penalty: 5357.923828
	Iteration 56Q: 3 clusters Score -6273361 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -6273345.000000 Penalty: 5357.923828
	Iteration 57Q: 3 clusters Score -6273345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -6273345.000000 Penalty: 5357.923828
	Iteration 58Q: 3 clusters Score -6273345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -6273348.000000 Penalty: 5357.923828
	Iteration 59Q: 3 clusters Score -6273348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -6273359.500000 Penalty: 5357.923828
	Iteration 60F: 3 clusters Score -6273360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -6273352.500000 Penalty: 5357.923828
	Iteration 61Q: 3 clusters Score -6273352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -6273357.500000 Penalty: 5357.923828
	Iteration 62Q: 3 clusters Score -6273358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -6273369.000000 Penalty: 5357.923828
	Iteration 63Q: 3 clusters Score -6273369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -6273369.000000 Penalty: 5357.923828
	Iteration 64Q: 3 clusters Score -6273369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -6273370.500000 Penalty: 5357.923828
	Iteration 65Q: 3 clusters Score -6273370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -6273373.000000 Penalty: 5357.923828
	Iteration 66Q: 3 clusters Score -6273373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -6273376.000000 Penalty: 5357.923828
	Iteration 67Q: 3 clusters Score -6273376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -6273371.000000 Penalty: 5357.923828
	Iteration 68Q: 3 clusters Score -6273371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -6273371.000000 Penalty: 5357.923828
	Iteration 69Q: 3 clusters Score -6273371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -6273376.000000 Penalty: 5357.923828
	Iteration 70Q: 3 clusters Score -6273376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -6273375.500000 Penalty: 5357.923828
	Iteration 71Q: 3 clusters Score -6273376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -6273375.500000 Penalty: 5357.923828
	Iteration 72F: 3 clusters Score -6273376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 12260 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 31794 members 
Mstep: Class 11 contains 71716 members 
Mstep: Class 12 contains 155801 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 7694 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 11968 members 
Mstep: Class 22 contains 18931 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56862 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27342 members 
Mstep: Class 30 contains 101943 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 37164 members 
Entering Unmasked Estep 
Score: -77984904.000000 Penalty: 105949.625000
Splitting cluster 21 changes total score from -77984600.000000 to -77984904.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (18931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Entering Unmasked Estep 
Score: -2412673.500000 Penalty: 2442.441895
	Iteration 0F: 2 clusters Score -2412674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2399259.000000 Penalty: 4884.883789
	Iteration 0F: 3 clusters Score -2399259 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2403698.000000 Penalty: 4884.883789
	Iteration 1F: 3 clusters Score -2403698 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2404030.000000 Penalty: 4884.883789
	Iteration 2F: 3 clusters Score -2404030 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2404354.250000 Penalty: 4884.883789
	Iteration 3Q: 3 clusters Score -2404354 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2404635.500000 Penalty: 4884.883789
	Iteration 4Q: 3 clusters Score -2404636 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2404845.250000 Penalty: 4884.883789
	Iteration 5Q: 3 clusters Score -2404845 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2405103.000000 Penalty: 4884.883789
	Iteration 6Q: 3 clusters Score -2405103 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2405411.000000 Penalty: 4884.883789
	Iteration 7Q: 3 clusters Score -2405411 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2405829.250000 Penalty: 4884.883789
	Iteration 8Q: 3 clusters Score -2405829 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2406364.500000 Penalty: 4884.883789
	Iteration 9Q: 3 clusters Score -2406364 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2406989.000000 Penalty: 4884.883789
	Iteration 10F: 3 clusters Score -2406989 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2407674.750000 Penalty: 4884.883789
	Iteration 11F: 3 clusters Score -2407675 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2408409.000000 Penalty: 4884.883789
	Iteration 12Q: 3 clusters Score -2408409 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2409084.750000 Penalty: 4884.883789
	Iteration 13Q: 3 clusters Score -2409085 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2409624.000000 Penalty: 4884.883789
	Iteration 14Q: 3 clusters Score -2409624 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2409995.500000 Penalty: 4884.883789
	Iteration 15Q: 3 clusters Score -2409996 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2410210.250000 Penalty: 4884.883789
	Iteration 16Q: 3 clusters Score -2410210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2410332.250000 Penalty: 4884.883789
	Iteration 17Q: 3 clusters Score -2410332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2410427.000000 Penalty: 4884.883789
	Iteration 18Q: 3 clusters Score -2410427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2410489.750000 Penalty: 4884.883789
	Iteration 19Q: 3 clusters Score -2410490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2410517.750000 Penalty: 4884.883789
	Iteration 20F: 3 clusters Score -2410518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2410539.250000 Penalty: 4884.883789
	Iteration 21Q: 3 clusters Score -2410539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2410557.750000 Penalty: 4884.883789
	Iteration 22Q: 3 clusters Score -2410558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2410570.250000 Penalty: 4884.883789
	Iteration 23Q: 3 clusters Score -2410570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2410585.500000 Penalty: 4884.883789
	Iteration 24Q: 3 clusters Score -2410586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2410590.750000 Penalty: 4884.883789
	Iteration 25Q: 3 clusters Score -2410591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2410597.500000 Penalty: 4884.883789
	Iteration 26Q: 3 clusters Score -2410598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2410595.000000 Penalty: 4884.883789
	Iteration 27Q: 3 clusters Score -2410595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2410596.000000 Penalty: 4884.883789
	Iteration 28Q: 3 clusters Score -2410596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2410596.250000 Penalty: 4884.883789
	Iteration 29Q: 3 clusters Score -2410596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2410601.250000 Penalty: 4884.883789
	Iteration 30Q: 3 clusters Score -2410601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2410603.000000 Penalty: 4884.883789
	Iteration 31Q: 3 clusters Score -2410603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2410602.750000 Penalty: 4884.883789
	Iteration 32Q: 3 clusters Score -2410603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2410604.000000 Penalty: 4884.883789
	Iteration 33Q: 3 clusters Score -2410604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2410604.500000 Penalty: 4884.883789
	Iteration 34Q: 3 clusters Score -2410604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2410605.750000 Penalty: 4884.883789
	Iteration 35Q: 3 clusters Score -2410606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2410605.500000 Penalty: 4884.883789
	Iteration 36Q: 3 clusters Score -2410606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2410606.500000 Penalty: 4884.883789
	Iteration 37Q: 3 clusters Score -2410606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2410608.250000 Penalty: 4884.883789
	Iteration 38Q: 3 clusters Score -2410608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2410608.250000 Penalty: 4884.883789
	Iteration 39Q: 3 clusters Score -2410608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2410606.750000 Penalty: 4884.883789
	Iteration 40F: 3 clusters Score -2410607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -372232.625000 Penalty: 1986.074707
	Iteration 0F: 2 clusters Score -372232.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -369000.687500 Penalty: 3972.149414
	Iteration 0F: 3 clusters Score -369000.7 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -369643.500000 Penalty: 3972.149414
	Iteration 1F: 3 clusters Score -369643.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -369795.906250 Penalty: 3972.149414
	Iteration 2F: 3 clusters Score -369795.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -369873.625000 Penalty: 3972.149414
	Iteration 3Q: 3 clusters Score -369873.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -369922.500000 Penalty: 3972.149414
	Iteration 4Q: 3 clusters Score -369922.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -369963.406250 Penalty: 3972.149414
	Iteration 5Q: 3 clusters Score -369963.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -370000.437500 Penalty: 3972.149414
	Iteration 6Q: 3 clusters Score -370000.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -370030.093750 Penalty: 3972.149414
	Iteration 7Q: 3 clusters Score -370030.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -370051.218750 Penalty: 3972.149414
	Iteration 8Q: 3 clusters Score -370051.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -370066.531250 Penalty: 3972.149414
	Iteration 9Q: 3 clusters Score -370066.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -370082.031250 Penalty: 3972.149414
	Iteration 10Q: 3 clusters Score -370082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -370092.593750 Penalty: 3972.149414
	Iteration 11Q: 3 clusters Score -370092.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -370097.000000 Penalty: 3972.149414
	Iteration 12Q: 3 clusters Score -370097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -370101.531250 Penalty: 3972.149414
	Iteration 13Q: 3 clusters Score -370101.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -370104.531250 Penalty: 3972.149414
	Iteration 14Q: 3 clusters Score -370104.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -370108.250000 Penalty: 3972.149414
	Iteration 15Q: 3 clusters Score -370108.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -370110.656250 Penalty: 3972.149414
	Iteration 16Q: 3 clusters Score -370110.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -370114.937500 Penalty: 3972.149414
	Iteration 17Q: 3 clusters Score -370114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -370118.156250 Penalty: 3972.149414
	Iteration 18Q: 3 clusters Score -370118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -370120.375000 Penalty: 3972.149414
	Iteration 19Q: 3 clusters Score -370120.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -370125.312500 Penalty: 3972.149414
	Iteration 20F: 3 clusters Score -370125.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -370127.593750 Penalty: 3972.149414
	Iteration 21Q: 3 clusters Score -370127.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -370130.750000 Penalty: 3972.149414
	Iteration 22Q: 3 clusters Score -370130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -370136.156250 Penalty: 3972.149414
	Iteration 23Q: 3 clusters Score -370136.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -370139.375000 Penalty: 3972.149414
	Iteration 24Q: 3 clusters Score -370139.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -370141.250000 Penalty: 3972.149414
	Iteration 25Q: 3 clusters Score -370141.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -370143.531250 Penalty: 3972.149414
	Iteration 26Q: 3 clusters Score -370143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -370144.375000 Penalty: 3972.149414
	Iteration 27Q: 3 clusters Score -370144.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -370143.937500 Penalty: 3972.149414
	Iteration 28Q: 3 clusters Score -370143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -370146.000000 Penalty: 3972.149414
	Iteration 29Q: 3 clusters Score -370146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -370146.718750 Penalty: 3972.149414
	Iteration 30Q: 3 clusters Score -370146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -370149.125000 Penalty: 3972.149414
	Iteration 31Q: 3 clusters Score -370149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -370151.062500 Penalty: 3972.149414
	Iteration 32Q: 3 clusters Score -370151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -370152.343750 Penalty: 3972.149414
	Iteration 33Q: 3 clusters Score -370152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -370152.625000 Penalty: 3972.149414
	Iteration 34Q: 3 clusters Score -370152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -370154.656250 Penalty: 3972.149414
	Iteration 35Q: 3 clusters Score -370154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -370155.843750 Penalty: 3972.149414
	Iteration 36Q: 3 clusters Score -370155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -370158.312500 Penalty: 3972.149414
	Iteration 37Q: 3 clusters Score -370158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -370159.312500 Penalty: 3972.149414
	Iteration 38Q: 3 clusters Score -370159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -370162.125000 Penalty: 3972.149414
	Iteration 39Q: 3 clusters Score -370162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -370162.843750 Penalty: 3972.149414
	Iteration 40F: 3 clusters Score -370162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -370163.000000 Penalty: 3972.149414
	Iteration 41Q: 3 clusters Score -370163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -370163.812500 Penalty: 3972.149414
	Iteration 42Q: 3 clusters Score -370163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -370164.656250 Penalty: 3972.149414
	Iteration 43Q: 3 clusters Score -370164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -370164.531250 Penalty: 3972.149414
	Iteration 44Q: 3 clusters Score -370164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -370164.906250 Penalty: 3972.149414
	Iteration 45Q: 3 clusters Score -370164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -370165.187500 Penalty: 3972.149414
	Iteration 46Q: 3 clusters Score -370165.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -370167.250000 Penalty: 3972.149414
	Iteration 47Q: 3 clusters Score -370167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -370167.937500 Penalty: 3972.149414
	Iteration 48Q: 3 clusters Score -370167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -370168.093750 Penalty: 3972.149414
	Iteration 49Q: 3 clusters Score -370168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -370168.937500 Penalty: 3972.149414
	Iteration 50Q: 3 clusters Score -370168.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -370170.250000 Penalty: 3972.149414
	Iteration 51Q: 3 clusters Score -370170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -370171.062500 Penalty: 3972.149414
	Iteration 52Q: 3 clusters Score -370171.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -370172.593750 Penalty: 3972.149414
	Iteration 53Q: 3 clusters Score -370172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -370173.718750 Penalty: 3972.149414
	Iteration 54Q: 3 clusters Score -370173.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -370173.906250 Penalty: 3972.149414
	Iteration 55Q: 3 clusters Score -370173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -370173.937500 Penalty: 3972.149414
	Iteration 56Q: 3 clusters Score -370173.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -370173.937500 Penalty: 3972.149414
	Iteration 57F: 3 clusters Score -370173.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Entering Unmasked Estep 
Score: -7277591.000000 Penalty: 2715.198730
	Iteration 0F: 2 clusters Score -7277591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -7239653.000000 Penalty: 5430.397461
	Iteration 0F: 3 clusters Score -7239653 nChanged 26301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -7254327.500000 Penalty: 5430.397461
	Iteration 1F: 3 clusters Score -7254328 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -7255031.500000 Penalty: 5430.397461
	Iteration 2Q: 3 clusters Score -7255032 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -7255908.000000 Penalty: 5430.397461
	Iteration 3Q: 3 clusters Score -7255908 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -7256820.500000 Penalty: 5430.397461
	Iteration 4Q: 3 clusters Score -7256820 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -7257823.000000 Penalty: 5430.397461
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7258920 nChanged 2663
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Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7260121 nChanged 2613
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Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7261346 nChanged 2614
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Mstep: Class 1 contains 28537 members 
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Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7262710 nChanged 2523
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Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7263929 nChanged 2427
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Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7265252 nChanged 2161
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Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7266195 nChanged 1758
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7266846 nChanged 1277
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Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7267175 nChanged 942
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7267373 nChanged 766
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Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7267550 nChanged 688
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Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7267698 nChanged 602
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7267812 nChanged 534
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7267978 nChanged 466
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	Iteration 21Q: 3 clusters Score -7268070 nChanged 442
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7268171 nChanged 434
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7268232 nChanged 424
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7268288 nChanged 409
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	Iteration 25Q: 3 clusters Score -7268354 nChanged 359
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	Iteration 26Q: 3 clusters Score -7268416 nChanged 320
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	Iteration 27Q: 3 clusters Score -7268450 nChanged 296
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	Iteration 28Q: 3 clusters Score -7268474 nChanged 284
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	Iteration 29Q: 3 clusters Score -7268478 nChanged 270
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	Iteration 30Q: 3 clusters Score -7268542 nChanged 257
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	Iteration 32Q: 3 clusters Score -7268618 nChanged 224
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	Iteration 35Q: 3 clusters Score -7268656 nChanged 202
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	Iteration 36Q: 3 clusters Score -7268697 nChanged 207
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	Iteration 37Q: 3 clusters Score -7268683 nChanged 205
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	Iteration 40F: 3 clusters Score -7268780 nChanged 186
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	Iteration 50Q: 3 clusters Score -7269064 nChanged 333
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	Iteration 58Q: 3 clusters Score -7269552 nChanged 483
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	Iteration 60F: 3 clusters Score -7269736 nChanged 515
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	Iteration 63Q: 3 clusters Score -7270140 nChanged 652
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	Iteration 65Q: 3 clusters Score -7270536 nChanged 665
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	Iteration 66Q: 3 clusters Score -7270742 nChanged 684
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	Iteration 69Q: 3 clusters Score -7271426 nChanged 699
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	Iteration 96Q: 3 clusters Score -7275200 nChanged 66
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	Iteration 97Q: 3 clusters Score -7275234 nChanged 68
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	Iteration 98Q: 3 clusters Score -7275272 nChanged 71
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Score: -7275298.000000 Penalty: 5430.397461
	Iteration 99Q: 3 clusters Score -7275298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7275325.500000 Penalty: 5430.397461
	Iteration 100F: 3 clusters Score -7275326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7275347.500000 Penalty: 5430.397461
	Iteration 101Q: 3 clusters Score -7275348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7275352.500000 Penalty: 5430.397461
	Iteration 102Q: 3 clusters Score -7275352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7275365.500000 Penalty: 5430.397461
	Iteration 103Q: 3 clusters Score -7275366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7275386.500000 Penalty: 5430.397461
	Iteration 104Q: 3 clusters Score -7275386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7275387.500000 Penalty: 5430.397461
	Iteration 105Q: 3 clusters Score -7275388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7275375.500000 Penalty: 5430.397461
	Iteration 106Q: 3 clusters Score -7275376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7275393.000000 Penalty: 5430.397461
	Iteration 107Q: 3 clusters Score -7275393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7275406.000000 Penalty: 5430.397461
	Iteration 108Q: 3 clusters Score -7275406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7275418.500000 Penalty: 5430.397461
	Iteration 109Q: 3 clusters Score -7275418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7275425.500000 Penalty: 5430.397461
	Iteration 110Q: 3 clusters Score -7275426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7275424.000000 Penalty: 5430.397461
	Iteration 111Q: 3 clusters Score -7275424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7275434.000000 Penalty: 5430.397461
	Iteration 112Q: 3 clusters Score -7275434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7275442.000000 Penalty: 5430.397461
	Iteration 113Q: 3 clusters Score -7275442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7275441.500000 Penalty: 5430.397461
	Iteration 114Q: 3 clusters Score -7275442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7275444.500000 Penalty: 5430.397461
	Iteration 115Q: 3 clusters Score -7275444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7275439.500000 Penalty: 5430.397461
	Iteration 116Q: 3 clusters Score -7275440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7275448.500000 Penalty: 5430.397461
	Iteration 117Q: 3 clusters Score -7275448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7275445.500000 Penalty: 5430.397461
	Iteration 118Q: 3 clusters Score -7275446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7275446.000000 Penalty: 5430.397461
	Iteration 119Q: 3 clusters Score -7275446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7275445.500000 Penalty: 5430.397461
	Iteration 120F: 3 clusters Score -7275446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7275450.500000 Penalty: 5430.397461
	Iteration 121Q: 3 clusters Score -7275450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7275452.000000 Penalty: 5430.397461
	Iteration 122Q: 3 clusters Score -7275452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7275457.000000 Penalty: 5430.397461
	Iteration 123Q: 3 clusters Score -7275457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7275460.500000 Penalty: 5430.397461
	Iteration 124Q: 3 clusters Score -7275460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7275453.000000 Penalty: 5430.397461
	Iteration 125Q: 3 clusters Score -7275453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7275455.500000 Penalty: 5430.397461
	Iteration 126Q: 3 clusters Score -7275456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7275463.500000 Penalty: 5430.397461
	Iteration 127Q: 3 clusters Score -7275464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7275468.000000 Penalty: 5430.397461
	Iteration 128Q: 3 clusters Score -7275468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7275464.500000 Penalty: 5430.397461
	Iteration 129Q: 3 clusters Score -7275464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7275463.500000 Penalty: 5430.397461
	Iteration 130Q: 3 clusters Score -7275464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7275468.000000 Penalty: 5430.397461
	Iteration 131Q: 3 clusters Score -7275468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7275465.500000 Penalty: 5430.397461
	Iteration 132Q: 3 clusters Score -7275466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7275464.000000 Penalty: 5430.397461
	Iteration 133Q: 3 clusters Score -7275464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7275463.500000 Penalty: 5430.397461
	Iteration 134Q: 3 clusters Score -7275464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7275469.500000 Penalty: 5430.397461
	Iteration 135Q: 3 clusters Score -7275470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7275466.000000 Penalty: 5430.397461
	Iteration 136Q: 3 clusters Score -7275466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7275469.000000 Penalty: 5430.397461
	Iteration 137Q: 3 clusters Score -7275469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7275465.500000 Penalty: 5430.397461
	Iteration 138Q: 3 clusters Score -7275466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7275465.500000 Penalty: 5430.397461
	Iteration 139F: 3 clusters Score -7275466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -118451.078125 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -118451.1 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 497 members 
Entering Unmasked Estep 
Score: -116517.796875 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -116517.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116853.593750 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -116853.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116972.921875 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -116972.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117058.859375 Penalty: 3411.138916
	Iteration 3Q: 3 clusters Score -117058.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117146.414062 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -117146.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117229.453125 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -117229.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117271.046875 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -117271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117308.507812 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -117308.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117346.515625 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -117346.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117374.218750 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -117374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117392.101562 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -117392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117401.429688 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -117401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117405.750000 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -117405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -117413.789062 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -117413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -117420.507812 Penalty: 3411.138916
	Iteration 14Q: 3 clusters Score -117420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117429.156250 Penalty: 3411.138916
	Iteration 15Q: 3 clusters Score -117429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117430.726562 Penalty: 3411.138916
	Iteration 16Q: 3 clusters Score -117430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117434.390625 Penalty: 3411.138916
	Iteration 17Q: 3 clusters Score -117434.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117434.390625 Penalty: 3411.138916
	Iteration 18F: 3 clusters Score -117434.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -266082.437500 Penalty: 1891.147583
	Iteration 0F: 2 clusters Score -266082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -263396.281250 Penalty: 3782.295166
	Iteration 0F: 3 clusters Score -263396.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -263867.218750 Penalty: 3782.295166
	Iteration 1F: 3 clusters Score -263867.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -263994.281250 Penalty: 3782.295166
	Iteration 2F: 3 clusters Score -263994.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -264061.218750 Penalty: 3782.295166
	Iteration 3Q: 3 clusters Score -264061.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -264093.937500 Penalty: 3782.295166
	Iteration 4Q: 3 clusters Score -264093.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -264117.937500 Penalty: 3782.295166
	Iteration 5Q: 3 clusters Score -264117.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -264133.062500 Penalty: 3782.295166
	Iteration 6Q: 3 clusters Score -264133.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -264141.968750 Penalty: 3782.295166
	Iteration 7Q: 3 clusters Score -264142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -264148.781250 Penalty: 3782.295166
	Iteration 8Q: 3 clusters Score -264148.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -264158.093750 Penalty: 3782.295166
	Iteration 9Q: 3 clusters Score -264158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -264165.218750 Penalty: 3782.295166
	Iteration 10Q: 3 clusters Score -264165.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -264172.781250 Penalty: 3782.295166
	Iteration 11Q: 3 clusters Score -264172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -264182.000000 Penalty: 3782.295166
	Iteration 12Q: 3 clusters Score -264182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -264187.218750 Penalty: 3782.295166
	Iteration 13Q: 3 clusters Score -264187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -264196.781250 Penalty: 3782.295166
	Iteration 14Q: 3 clusters Score -264196.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -264212.187500 Penalty: 3782.295166
	Iteration 15Q: 3 clusters Score -264212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -264221.625000 Penalty: 3782.295166
	Iteration 16Q: 3 clusters Score -264221.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264228.593750 Penalty: 3782.295166
	Iteration 17Q: 3 clusters Score -264228.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264232.468750 Penalty: 3782.295166
	Iteration 18Q: 3 clusters Score -264232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264234.656250 Penalty: 3782.295166
	Iteration 19Q: 3 clusters Score -264234.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -264238.062500 Penalty: 3782.295166
	Iteration 20F: 3 clusters Score -264238.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -264243.937500 Penalty: 3782.295166
	Iteration 21Q: 3 clusters Score -264243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -264251.125000 Penalty: 3782.295166
	Iteration 22Q: 3 clusters Score -264251.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -264259.562500 Penalty: 3782.295166
	Iteration 23Q: 3 clusters Score -264259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -264266.468750 Penalty: 3782.295166
	Iteration 24Q: 3 clusters Score -264266.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -264275.812500 Penalty: 3782.295166
	Iteration 25Q: 3 clusters Score -264275.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264283.437500 Penalty: 3782.295166
	Iteration 26Q: 3 clusters Score -264283.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264284.968750 Penalty: 3782.295166
	Iteration 27Q: 3 clusters Score -264285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -264287.531250 Penalty: 3782.295166
	Iteration 28Q: 3 clusters Score -264287.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -264289.812500 Penalty: 3782.295166
	Iteration 29Q: 3 clusters Score -264289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -264292.218750 Penalty: 3782.295166
	Iteration 30Q: 3 clusters Score -264292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -264296.406250 Penalty: 3782.295166
	Iteration 31Q: 3 clusters Score -264296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -264298.687500 Penalty: 3782.295166
	Iteration 32Q: 3 clusters Score -264298.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -264304.468750 Penalty: 3782.295166
	Iteration 33Q: 3 clusters Score -264304.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -264310.343750 Penalty: 3782.295166
	Iteration 34Q: 3 clusters Score -264310.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264317.062500 Penalty: 3782.295166
	Iteration 35Q: 3 clusters Score -264317.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -264322.718750 Penalty: 3782.295166
	Iteration 36Q: 3 clusters Score -264322.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -264328.250000 Penalty: 3782.295166
	Iteration 37Q: 3 clusters Score -264328.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -264332.562500 Penalty: 3782.295166
	Iteration 38Q: 3 clusters Score -264332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -264336.656250 Penalty: 3782.295166
	Iteration 39Q: 3 clusters Score -264336.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -264340.750000 Penalty: 3782.295166
	Iteration 40F: 3 clusters Score -264340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -264344.531250 Penalty: 3782.295166
	Iteration 41Q: 3 clusters Score -264344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -264345.875000 Penalty: 3782.295166
	Iteration 42Q: 3 clusters Score -264345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -264346.343750 Penalty: 3782.295166
	Iteration 43Q: 3 clusters Score -264346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -264346.343750 Penalty: 3782.295166
	Iteration 44F: 3 clusters Score -264346.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Entering Unmasked Estep 
Score: -1192209.250000 Penalty: 2274.737061
	Iteration 0F: 2 clusters Score -1192209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1184724.625000 Penalty: 4549.474121
	Iteration 0F: 3 clusters Score -1184725 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1186798.750000 Penalty: 4549.474121
	Iteration 1F: 3 clusters Score -1186799 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1187094.500000 Penalty: 4549.474121
	Iteration 2F: 3 clusters Score -1187094 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1187283.000000 Penalty: 4549.474121
	Iteration 3F: 3 clusters Score -1187283 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1187412.875000 Penalty: 4549.474121
	Iteration 4Q: 3 clusters Score -1187413 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1187517.000000 Penalty: 4549.474121
	Iteration 5Q: 3 clusters Score -1187517 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1187605.625000 Penalty: 4549.474121
	Iteration 6Q: 3 clusters Score -1187606 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1187673.625000 Penalty: 4549.474121
	Iteration 7Q: 3 clusters Score -1187674 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1187748.125000 Penalty: 4549.474121
	Iteration 8Q: 3 clusters Score -1187748 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1187826.000000 Penalty: 4549.474121
	Iteration 9Q: 3 clusters Score -1187826 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1187914.250000 Penalty: 4549.474121
	Iteration 10Q: 3 clusters Score -1187914 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1188032.250000 Penalty: 4549.474121
	Iteration 11Q: 3 clusters Score -1188032 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1188158.250000 Penalty: 4549.474121
	Iteration 12Q: 3 clusters Score -1188158 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1188318.750000 Penalty: 4549.474121
	Iteration 13Q: 3 clusters Score -1188319 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1188505.375000 Penalty: 4549.474121
	Iteration 14Q: 3 clusters Score -1188505 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1188712.250000 Penalty: 4549.474121
	Iteration 15Q: 3 clusters Score -1188712 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1188920.250000 Penalty: 4549.474121
	Iteration 16Q: 3 clusters Score -1188920 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1189140.875000 Penalty: 4549.474121
	Iteration 17Q: 3 clusters Score -1189141 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1189355.625000 Penalty: 4549.474121
	Iteration 18Q: 3 clusters Score -1189356 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1189537.375000 Penalty: 4549.474121
	Iteration 19Q: 3 clusters Score -1189537 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1189687.125000 Penalty: 4549.474121
	Iteration 20F: 3 clusters Score -1189687 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1189819.250000 Penalty: 4549.474121
	Iteration 21Q: 3 clusters Score -1189819 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1189936.125000 Penalty: 4549.474121
	Iteration 22Q: 3 clusters Score -1189936 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1190018.750000 Penalty: 4549.474121
	Iteration 23Q: 3 clusters Score -1190019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1190097.750000 Penalty: 4549.474121
	Iteration 24Q: 3 clusters Score -1190098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1190160.250000 Penalty: 4549.474121
	Iteration 25Q: 3 clusters Score -1190160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1190191.875000 Penalty: 4549.474121
	Iteration 26Q: 3 clusters Score -1190192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1190221.250000 Penalty: 4549.474121
	Iteration 27Q: 3 clusters Score -1190221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1190244.000000 Penalty: 4549.474121
	Iteration 28Q: 3 clusters Score -1190244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1190264.625000 Penalty: 4549.474121
	Iteration 29Q: 3 clusters Score -1190265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1190277.375000 Penalty: 4549.474121
	Iteration 30Q: 3 clusters Score -1190277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1190295.375000 Penalty: 4549.474121
	Iteration 31Q: 3 clusters Score -1190295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1190305.625000 Penalty: 4549.474121
	Iteration 32Q: 3 clusters Score -1190306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1190307.875000 Penalty: 4549.474121
	Iteration 33Q: 3 clusters Score -1190308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1190308.625000 Penalty: 4549.474121
	Iteration 34Q: 3 clusters Score -1190309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1190308.625000 Penalty: 4549.474121
	Iteration 35F: 3 clusters Score -1190309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -42451.750000 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42451.75 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: -41234.515625 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41234.52 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41477.300781 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41477.3 nChanged 26
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: -41552.593750 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -41552.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41611.113281 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41611.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -41633.894531 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -41633.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -41648.578125 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -41648.58 nChanged 2
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: -41656.164062 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -41656.16 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: -41656.164062 Penalty: 2916.744385
	Iteration 7F: 3 clusters Score -41656.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Entering Unmasked Estep 
Score: -3265631.500000 Penalty: 2533.612305
	Iteration 0F: 2 clusters Score -3265632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3246828.000000 Penalty: 5067.224609
	Iteration 0F: 3 clusters Score -3246828 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3253683.750000 Penalty: 5067.224609
	Iteration 1F: 3 clusters Score -3253684 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3254358.750000 Penalty: 5067.224609
	Iteration 2F: 3 clusters Score -3254359 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3255128.500000 Penalty: 5067.224609
	Iteration 3F: 3 clusters Score -3255128 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3255911.750000 Penalty: 5067.224609
	Iteration 4F: 3 clusters Score -3255912 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3256721.750000 Penalty: 5067.224609
	Iteration 5F: 3 clusters Score -3256722 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3257562.000000 Penalty: 5067.224609
	Iteration 6F: 3 clusters Score -3257562 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3258381.750000 Penalty: 5067.224609
	Iteration 7F: 3 clusters Score -3258382 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3259185.750000 Penalty: 5067.224609
	Iteration 8Q: 3 clusters Score -3259186 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3259817.750000 Penalty: 5067.224609
	Iteration 9Q: 3 clusters Score -3259818 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3260340.500000 Penalty: 5067.224609
	Iteration 10Q: 3 clusters Score -3260340 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3260714.250000 Penalty: 5067.224609
	Iteration 11Q: 3 clusters Score -3260714 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3260963.750000 Penalty: 5067.224609
	Iteration 12Q: 3 clusters Score -3260964 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3261104.000000 Penalty: 5067.224609
	Iteration 13Q: 3 clusters Score -3261104 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3261154.250000 Penalty: 5067.224609
	Iteration 14Q: 3 clusters Score -3261154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3261201.000000 Penalty: 5067.224609
	Iteration 15Q: 3 clusters Score -3261201 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3261234.250000 Penalty: 5067.224609
	Iteration 16Q: 3 clusters Score -3261234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3261266.500000 Penalty: 5067.224609
	Iteration 17Q: 3 clusters Score -3261266 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3261289.750000 Penalty: 5067.224609
	Iteration 18Q: 3 clusters Score -3261290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3261298.500000 Penalty: 5067.224609
	Iteration 19Q: 3 clusters Score -3261298 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3261316.750000 Penalty: 5067.224609
	Iteration 20F: 3 clusters Score -3261317 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3261326.250000 Penalty: 5067.224609
	Iteration 21Q: 3 clusters Score -3261326 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3261340.500000 Penalty: 5067.224609
	Iteration 22Q: 3 clusters Score -3261340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3261355.500000 Penalty: 5067.224609
	Iteration 23Q: 3 clusters Score -3261356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3261357.500000 Penalty: 5067.224609
	Iteration 24Q: 3 clusters Score -3261358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3261369.750000 Penalty: 5067.224609
	Iteration 25Q: 3 clusters Score -3261370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3261373.250000 Penalty: 5067.224609
	Iteration 26Q: 3 clusters Score -3261373 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -3261384.750000 Penalty: 5067.224609
	Iteration 27Q: 3 clusters Score -3261385 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3261390.750000 Penalty: 5067.224609
	Iteration 28Q: 3 clusters Score -3261391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3261397.750000 Penalty: 5067.224609
	Iteration 29Q: 3 clusters Score -3261398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3261409.500000 Penalty: 5067.224609
	Iteration 30Q: 3 clusters Score -3261410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3261409.250000 Penalty: 5067.224609
	Iteration 31Q: 3 clusters Score -3261409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3261416.500000 Penalty: 5067.224609
	Iteration 32Q: 3 clusters Score -3261416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3261416.000000 Penalty: 5067.224609
	Iteration 33Q: 3 clusters Score -3261416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3261421.500000 Penalty: 5067.224609
	Iteration 34Q: 3 clusters Score -3261422 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -3261425.750000 Penalty: 5067.224609
	Iteration 35Q: 3 clusters Score -3261426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3261435.750000 Penalty: 5067.224609
	Iteration 36Q: 3 clusters Score -3261436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3261450.000000 Penalty: 5067.224609
	Iteration 37Q: 3 clusters Score -3261450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3261467.750000 Penalty: 5067.224609
	Iteration 38Q: 3 clusters Score -3261468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3261478.500000 Penalty: 5067.224609
	Iteration 39Q: 3 clusters Score -3261478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3261489.500000 Penalty: 5067.224609
	Iteration 40F: 3 clusters Score -3261490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3261496.250000 Penalty: 5067.224609
	Iteration 41Q: 3 clusters Score -3261496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3261505.500000 Penalty: 5067.224609
	Iteration 42Q: 3 clusters Score -3261506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3261510.250000 Penalty: 5067.224609
	Iteration 43Q: 3 clusters Score -3261510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3261518.750000 Penalty: 5067.224609
	Iteration 44Q: 3 clusters Score -3261519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3261517.250000 Penalty: 5067.224609
	Iteration 45Q: 3 clusters Score -3261517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3261518.500000 Penalty: 5067.224609
	Iteration 46Q: 3 clusters Score -3261518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3261523.750000 Penalty: 5067.224609
	Iteration 47Q: 3 clusters Score -3261524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3261529.250000 Penalty: 5067.224609
	Iteration 48Q: 3 clusters Score -3261529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3261537.750000 Penalty: 5067.224609
	Iteration 49Q: 3 clusters Score -3261538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3261558.250000 Penalty: 5067.224609
	Iteration 50Q: 3 clusters Score -3261558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3261564.500000 Penalty: 5067.224609
	Iteration 51Q: 3 clusters Score -3261564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3261566.750000 Penalty: 5067.224609
	Iteration 52Q: 3 clusters Score -3261567 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3261561.500000 Penalty: 5067.224609
	Iteration 53Q: 3 clusters Score -3261562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3261571.750000 Penalty: 5067.224609
	Iteration 54Q: 3 clusters Score -3261572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3261579.000000 Penalty: 5067.224609
	Iteration 55Q: 3 clusters Score -3261579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3261589.750000 Penalty: 5067.224609
	Iteration 56Q: 3 clusters Score -3261590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3261597.000000 Penalty: 5067.224609
	Iteration 57Q: 3 clusters Score -3261597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3261587.750000 Penalty: 5067.224609
	Iteration 58Q: 3 clusters Score -3261588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3261598.500000 Penalty: 5067.224609
	Iteration 59Q: 3 clusters Score -3261598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3261601.250000 Penalty: 5067.224609
	Iteration 60F: 3 clusters Score -3261601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3261604.000000 Penalty: 5067.224609
	Iteration 61Q: 3 clusters Score -3261604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3261609.500000 Penalty: 5067.224609
	Iteration 62Q: 3 clusters Score -3261610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3261622.250000 Penalty: 5067.224609
	Iteration 63Q: 3 clusters Score -3261622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3261627.250000 Penalty: 5067.224609
	Iteration 64Q: 3 clusters Score -3261627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3261624.500000 Penalty: 5067.224609
	Iteration 65Q: 3 clusters Score -3261624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3261628.250000 Penalty: 5067.224609
	Iteration 66Q: 3 clusters Score -3261628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3261637.250000 Penalty: 5067.224609
	Iteration 67Q: 3 clusters Score -3261637 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3261646.000000 Penalty: 5067.224609
	Iteration 68Q: 3 clusters Score -3261646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3261654.000000 Penalty: 5067.224609
	Iteration 69Q: 3 clusters Score -3261654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3261671.000000 Penalty: 5067.224609
	Iteration 70Q: 3 clusters Score -3261671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3261674.750000 Penalty: 5067.224609
	Iteration 71Q: 3 clusters Score -3261675 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3261679.250000 Penalty: 5067.224609
	Iteration 72Q: 3 clusters Score -3261679 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3261677.250000 Penalty: 5067.224609
	Iteration 73Q: 3 clusters Score -3261677 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3261699.000000 Penalty: 5067.224609
	Iteration 74Q: 3 clusters Score -3261699 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3261702.750000 Penalty: 5067.224609
	Iteration 75Q: 3 clusters Score -3261703 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3261724.250000 Penalty: 5067.224609
	Iteration 76Q: 3 clusters Score -3261724 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3261731.000000 Penalty: 5067.224609
	Iteration 77Q: 3 clusters Score -3261731 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3261747.750000 Penalty: 5067.224609
	Iteration 78Q: 3 clusters Score -3261748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3261769.750000 Penalty: 5067.224609
	Iteration 79Q: 3 clusters Score -3261770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3261785.750000 Penalty: 5067.224609
	Iteration 80F: 3 clusters Score -3261786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3261793.250000 Penalty: 5067.224609
	Iteration 81Q: 3 clusters Score -3261793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3261799.000000 Penalty: 5067.224609
	Iteration 82Q: 3 clusters Score -3261799 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3261813.750000 Penalty: 5067.224609
	Iteration 83Q: 3 clusters Score -3261814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3261832.000000 Penalty: 5067.224609
	Iteration 84Q: 3 clusters Score -3261832 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3261853.250000 Penalty: 5067.224609
	Iteration 85Q: 3 clusters Score -3261853 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3261867.750000 Penalty: 5067.224609
	Iteration 86Q: 3 clusters Score -3261868 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -3261890.500000 Penalty: 5067.224609
	Iteration 87Q: 3 clusters Score -3261890 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3261924.000000 Penalty: 5067.224609
	Iteration 88Q: 3 clusters Score -3261924 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3261970.250000 Penalty: 5067.224609
	Iteration 89Q: 3 clusters Score -3261970 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3262010.750000 Penalty: 5067.224609
	Iteration 90Q: 3 clusters Score -3262011 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3262042.000000 Penalty: 5067.224609
	Iteration 91Q: 3 clusters Score -3262042 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3262092.000000 Penalty: 5067.224609
	Iteration 92Q: 3 clusters Score -3262092 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3262157.750000 Penalty: 5067.224609
	Iteration 93Q: 3 clusters Score -3262158 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3262233.000000 Penalty: 5067.224609
	Iteration 94Q: 3 clusters Score -3262233 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3262308.750000 Penalty: 5067.224609
	Iteration 95Q: 3 clusters Score -3262309 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3262410.250000 Penalty: 5067.224609
	Iteration 96Q: 3 clusters Score -3262410 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3262521.250000 Penalty: 5067.224609
	Iteration 97Q: 3 clusters Score -3262521 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3262655.750000 Penalty: 5067.224609
	Iteration 98Q: 3 clusters Score -3262656 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3262760.750000 Penalty: 5067.224609
	Iteration 99Q: 3 clusters Score -3262761 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3262822.750000 Penalty: 5067.224609
	Iteration 100F: 3 clusters Score -3262823 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3262892.250000 Penalty: 5067.224609
	Iteration 101Q: 3 clusters Score -3262892 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3262965.750000 Penalty: 5067.224609
	Iteration 102Q: 3 clusters Score -3262966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3263017.250000 Penalty: 5067.224609
	Iteration 103Q: 3 clusters Score -3263017 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3263071.750000 Penalty: 5067.224609
	Iteration 104Q: 3 clusters Score -3263072 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3263116.000000 Penalty: 5067.224609
	Iteration 105Q: 3 clusters Score -3263116 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3263173.250000 Penalty: 5067.224609
	Iteration 106Q: 3 clusters Score -3263173 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3263207.250000 Penalty: 5067.224609
	Iteration 107Q: 3 clusters Score -3263207 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3263254.000000 Penalty: 5067.224609
	Iteration 108Q: 3 clusters Score -3263254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3263282.000000 Penalty: 5067.224609
	Iteration 109Q: 3 clusters Score -3263282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3263304.000000 Penalty: 5067.224609
	Iteration 110Q: 3 clusters Score -3263304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3263333.750000 Penalty: 5067.224609
	Iteration 111Q: 3 clusters Score -3263334 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3263368.500000 Penalty: 5067.224609
	Iteration 112Q: 3 clusters Score -3263368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3263407.500000 Penalty: 5067.224609
	Iteration 113Q: 3 clusters Score -3263408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3263435.000000 Penalty: 5067.224609
	Iteration 114Q: 3 clusters Score -3263435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3263463.250000 Penalty: 5067.224609
	Iteration 115Q: 3 clusters Score -3263463 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3263495.500000 Penalty: 5067.224609
	Iteration 116Q: 3 clusters Score -3263496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3263515.500000 Penalty: 5067.224609
	Iteration 117Q: 3 clusters Score -3263516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3263560.500000 Penalty: 5067.224609
	Iteration 118Q: 3 clusters Score -3263560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3263600.000000 Penalty: 5067.224609
	Iteration 119Q: 3 clusters Score -3263600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3263641.500000 Penalty: 5067.224609
	Iteration 120F: 3 clusters Score -3263642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3263697.750000 Penalty: 5067.224609
	Iteration 121Q: 3 clusters Score -3263698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -3263748.000000 Penalty: 5067.224609
	Iteration 122Q: 3 clusters Score -3263748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3263799.750000 Penalty: 5067.224609
	Iteration 123Q: 3 clusters Score -3263800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3263844.500000 Penalty: 5067.224609
	Iteration 124Q: 3 clusters Score -3263844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3263874.250000 Penalty: 5067.224609
	Iteration 125Q: 3 clusters Score -3263874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3263907.250000 Penalty: 5067.224609
	Iteration 126Q: 3 clusters Score -3263907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3263923.000000 Penalty: 5067.224609
	Iteration 127Q: 3 clusters Score -3263923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3263931.250000 Penalty: 5067.224609
	Iteration 128Q: 3 clusters Score -3263931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3263949.500000 Penalty: 5067.224609
	Iteration 129Q: 3 clusters Score -3263950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3263958.750000 Penalty: 5067.224609
	Iteration 130Q: 3 clusters Score -3263959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3263961.750000 Penalty: 5067.224609
	Iteration 131Q: 3 clusters Score -3263962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3263968.000000 Penalty: 5067.224609
	Iteration 132Q: 3 clusters Score -3263968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3263969.750000 Penalty: 5067.224609
	Iteration 133Q: 3 clusters Score -3263970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3263974.500000 Penalty: 5067.224609
	Iteration 134Q: 3 clusters Score -3263974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3263982.500000 Penalty: 5067.224609
	Iteration 135Q: 3 clusters Score -3263982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3263987.250000 Penalty: 5067.224609
	Iteration 136Q: 3 clusters Score -3263987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3263986.500000 Penalty: 5067.224609
	Iteration 137Q: 3 clusters Score -3263986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3263990.500000 Penalty: 5067.224609
	Iteration 138Q: 3 clusters Score -3263990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3263986.500000 Penalty: 5067.224609
	Iteration 139Q: 3 clusters Score -3263986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3263984.250000 Penalty: 5067.224609
	Iteration 140F: 3 clusters Score -3263984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3263991.500000 Penalty: 5067.224609
	Iteration 141Q: 3 clusters Score -3263992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3263990.500000 Penalty: 5067.224609
	Iteration 142Q: 3 clusters Score -3263990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3263988.750000 Penalty: 5067.224609
	Iteration 143Q: 3 clusters Score -3263989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3263991.500000 Penalty: 5067.224609
	Iteration 144Q: 3 clusters Score -3263992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3263992.250000 Penalty: 5067.224609
	Iteration 145Q: 3 clusters Score -3263992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3263994.000000 Penalty: 5067.224609
	Iteration 146Q: 3 clusters Score -3263994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3263994.000000 Penalty: 5067.224609
	Iteration 147F: 3 clusters Score -3263994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101943 members 
Entering Unmasked Estep 
Score: -12989688.000000 Penalty: 2859.978027
	Iteration 0F: 2 clusters Score -1.298969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -12921526.000000 Penalty: 5719.956055
	Iteration 0F: 3 clusters Score -1.292153e+07 nChanged 48413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -12949533.000000 Penalty: 5719.956055
	Iteration 1F: 3 clusters Score -1.294953e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -12950711.000000 Penalty: 5719.956055
	Iteration 2Q: 3 clusters Score -1.295071e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -12952613.000000 Penalty: 5719.956055
	Iteration 3Q: 3 clusters Score -1.295261e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -12955183.000000 Penalty: 5719.956055
	Iteration 4F: 3 clusters Score -1.295518e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -12958167.000000 Penalty: 5719.956055
	Iteration 5F: 3 clusters Score -1.295817e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -12961129.000000 Penalty: 5719.956055
	Iteration 6F: 3 clusters Score -1.296113e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -12963566.000000 Penalty: 5719.956055
	Iteration 7F: 3 clusters Score -1.296357e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -12965585.000000 Penalty: 5719.956055
	Iteration 8Q: 3 clusters Score -1.296558e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -12966981.000000 Penalty: 5719.956055
	Iteration 9Q: 3 clusters Score -1.296698e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -12967971.000000 Penalty: 5719.956055
	Iteration 10Q: 3 clusters Score -1.296797e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -12968868.000000 Penalty: 5719.956055
	Iteration 11Q: 3 clusters Score -1.296887e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -12969517.000000 Penalty: 5719.956055
	Iteration 12Q: 3 clusters Score -1.296952e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -12970207.000000 Penalty: 5719.956055
	Iteration 13Q: 3 clusters Score -1.297021e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -12971050.000000 Penalty: 5719.956055
	Iteration 14Q: 3 clusters Score -1.297105e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -12971985.000000 Penalty: 5719.956055
	Iteration 15Q: 3 clusters Score -1.297198e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -12973140.000000 Penalty: 5719.956055
	Iteration 16Q: 3 clusters Score -1.297314e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -12974518.000000 Penalty: 5719.956055
	Iteration 17Q: 3 clusters Score -1.297452e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -12976057.000000 Penalty: 5719.956055
	Iteration 18Q: 3 clusters Score -1.297606e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -12977886.000000 Penalty: 5719.956055
	Iteration 19Q: 3 clusters Score -1.297789e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -12979754.000000 Penalty: 5719.956055
	Iteration 20F: 3 clusters Score -1.297975e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 92235 members 
Entering Unmasked Estep 
Score: -12981477.000000 Penalty: 5719.956055
	Iteration 21Q: 3 clusters Score -1.298148e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -12982961.000000 Penalty: 5719.956055
	Iteration 22Q: 3 clusters Score -1.298296e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -12984062.000000 Penalty: 5719.956055
	Iteration 23Q: 3 clusters Score -1.298406e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 95913 members 
Entering Unmasked Estep 
Score: -12984781.000000 Penalty: 5719.956055
	Iteration 24Q: 3 clusters Score -1.298478e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -12985247.000000 Penalty: 5719.956055
	Iteration 25Q: 3 clusters Score -1.298525e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 97147 members 
Entering Unmasked Estep 
Score: -12985562.000000 Penalty: 5719.956055
	Iteration 26Q: 3 clusters Score -1.298556e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -12985823.000000 Penalty: 5719.956055
	Iteration 27Q: 3 clusters Score -1.298582e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 97992 members 
Entering Unmasked Estep 
Score: -12986043.000000 Penalty: 5719.956055
	Iteration 28Q: 3 clusters Score -1.298604e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -12986193.000000 Penalty: 5719.956055
	Iteration 29Q: 3 clusters Score -1.298619e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -12986322.000000 Penalty: 5719.956055
	Iteration 30Q: 3 clusters Score -1.298632e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -12986406.000000 Penalty: 5719.956055
	Iteration 31Q: 3 clusters Score -1.298641e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -12986527.000000 Penalty: 5719.956055
	Iteration 32Q: 3 clusters Score -1.298653e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -12986582.000000 Penalty: 5719.956055
	Iteration 33Q: 3 clusters Score -1.298658e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -12986630.000000 Penalty: 5719.956055
	Iteration 34Q: 3 clusters Score -1.298663e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 99487 members 
Entering Unmasked Estep 
Score: -12986672.000000 Penalty: 5719.956055
	Iteration 35Q: 3 clusters Score -1.298667e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -12986725.000000 Penalty: 5719.956055
	Iteration 36Q: 3 clusters Score -1.298672e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -12986779.000000 Penalty: 5719.956055
	Iteration 37Q: 3 clusters Score -1.298678e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -12986806.000000 Penalty: 5719.956055
	Iteration 38Q: 3 clusters Score -1.298681e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -12986863.000000 Penalty: 5719.956055
	Iteration 39Q: 3 clusters Score -1.298686e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -12986904.000000 Penalty: 5719.956055
	Iteration 40F: 3 clusters Score -1.29869e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -12986900.000000 Penalty: 5719.956055
	Iteration 41Q: 3 clusters Score -1.29869e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -12986941.000000 Penalty: 5719.956055
	Iteration 42Q: 3 clusters Score -1.298694e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -12986953.000000 Penalty: 5719.956055
	Iteration 43Q: 3 clusters Score -1.298695e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -12986997.000000 Penalty: 5719.956055
	Iteration 44Q: 3 clusters Score -1.2987e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -12987015.000000 Penalty: 5719.956055
	Iteration 45Q: 3 clusters Score -1.298702e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 100414 members 
Entering Unmasked Estep 
Score: -12987029.000000 Penalty: 5719.956055
	Iteration 46Q: 3 clusters Score -1.298703e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -12987061.000000 Penalty: 5719.956055
	Iteration 47Q: 3 clusters Score -1.298706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -12987085.000000 Penalty: 5719.956055
	Iteration 48Q: 3 clusters Score -1.298708e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 100530 members 
Entering Unmasked Estep 
Score: -12987089.000000 Penalty: 5719.956055
	Iteration 49Q: 3 clusters Score -1.298709e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -12987098.000000 Penalty: 5719.956055
	Iteration 50Q: 3 clusters Score -1.29871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -12987098.000000 Penalty: 5719.956055
	Iteration 51Q: 3 clusters Score -1.29871e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -12987110.000000 Penalty: 5719.956055
	Iteration 52Q: 3 clusters Score -1.298711e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -12987134.000000 Penalty: 5719.956055
	Iteration 53Q: 3 clusters Score -1.298713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -12987137.000000 Penalty: 5719.956055
	Iteration 54Q: 3 clusters Score -1.298714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -12987144.000000 Penalty: 5719.956055
	Iteration 55Q: 3 clusters Score -1.298714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -12987142.000000 Penalty: 5719.956055
	Iteration 56Q: 3 clusters Score -1.298714e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 100718 members 
Entering Unmasked Estep 
Score: -12987156.000000 Penalty: 5719.956055
	Iteration 57Q: 3 clusters Score -1.298716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -12987170.000000 Penalty: 5719.956055
	Iteration 58Q: 3 clusters Score -1.298717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -12987177.000000 Penalty: 5719.956055
	Iteration 59Q: 3 clusters Score -1.298718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -12987173.000000 Penalty: 5719.956055
	Iteration 60F: 3 clusters Score -1.298717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 100772 members 
Entering Unmasked Estep 
Score: -12987195.000000 Penalty: 5719.956055
	Iteration 61Q: 3 clusters Score -1.29872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 100782 members 
Entering Unmasked Estep 
Score: -12987190.000000 Penalty: 5719.956055
	Iteration 62Q: 3 clusters Score -1.298719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 100794 members 
Entering Unmasked Estep 
Score: -12987190.000000 Penalty: 5719.956055
	Iteration 63Q: 3 clusters Score -1.298719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
Score: -12987190.000000 Penalty: 5719.956055
	Iteration 64Q: 3 clusters Score -1.298719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -12987200.000000 Penalty: 5719.956055
	Iteration 65Q: 3 clusters Score -1.29872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
Score: -12987206.000000 Penalty: 5719.956055
	Iteration 66Q: 3 clusters Score -1.298721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -12987225.000000 Penalty: 5719.956055
	Iteration 67Q: 3 clusters Score -1.298722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -12987226.000000 Penalty: 5719.956055
	Iteration 68Q: 3 clusters Score -1.298723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -12987222.000000 Penalty: 5719.956055
	Iteration 69Q: 3 clusters Score -1.298722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -12987218.000000 Penalty: 5719.956055
	Iteration 70Q: 3 clusters Score -1.298722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 100854 members 
Entering Unmasked Estep 
Score: -12987225.000000 Penalty: 5719.956055
	Iteration 71Q: 3 clusters Score -1.298722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -12987226.000000 Penalty: 5719.956055
	Iteration 72Q: 3 clusters Score -1.298723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 100866 members 
Entering Unmasked Estep 
Score: -12987233.000000 Penalty: 5719.956055
	Iteration 73Q: 3 clusters Score -1.298723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -12987233.000000 Penalty: 5719.956055
	Iteration 74Q: 3 clusters Score -1.298723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -12987227.000000 Penalty: 5719.956055
	Iteration 75Q: 3 clusters Score -1.298723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -12987219.000000 Penalty: 5719.956055
	Iteration 76Q: 3 clusters Score -1.298722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -12987219.000000 Penalty: 5719.956055
	Iteration 77Q: 3 clusters Score -1.298722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -12987227.000000 Penalty: 5719.956055
	Iteration 78Q: 3 clusters Score -1.298723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -12987226.000000 Penalty: 5719.956055
	Iteration 79Q: 3 clusters Score -1.298723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -12987238.000000 Penalty: 5719.956055
	Iteration 80F: 3 clusters Score -1.298724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -12987242.000000 Penalty: 5719.956055
	Iteration 81Q: 3 clusters Score -1.298724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 100894 members 
Entering Unmasked Estep 
Score: -12987237.000000 Penalty: 5719.956055
	Iteration 82Q: 3 clusters Score -1.298724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 100894 members 
Entering Unmasked Estep 
Score: -12987237.000000 Penalty: 5719.956055
	Iteration 83F: 3 clusters Score -1.298724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -41554.582031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -41554.58 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 161 members 
Entering Unmasked Estep 
Score: -40186.371094 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -40186.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40302.750000 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -40302.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40353.027344 Penalty: 2909.768066
	Iteration 2Q: 3 clusters Score -40353.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40368.500000 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -40368.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40375.957031 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -40375.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40377.363281 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -40377.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40377.363281 Penalty: 2909.768066
	Iteration 6F: 3 clusters Score -40377.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 12260 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 31794 members 
Mstep: Class 11 contains 71716 members 
Mstep: Class 12 contains 155801 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 7694 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 11968 members 
Mstep: Class 22 contains 18931 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 56862 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27342 members 
Mstep: Class 30 contains 101943 members 
Mstep: Class 31 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77987864.000000 Penalty: 105949.625000
Iteration 159Q: 33 clusters Score -7.798786e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2320 members 
Mstep: Class 5 contains 12261 members 
Mstep: Class 6 contains 1132 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 7098 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 31790 members 
Mstep: Class 11 contains 71976 members 
Mstep: Class 12 contains 155692 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7696 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 13085 members 
Mstep: Class 22 contains 18903 members 
Mstep: Class 23 contains 3012 members 
Mstep: Class 24 contains 56929 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27631 members 
Mstep: Class 30 contains 101877 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 35614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77989304.000000 Penalty: 105949.625000
Iteration 160F: 33 clusters Score -7.79893e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 4 contains 2321 members 
Mstep: Class 5 contains 12260 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 31786 members 
Mstep: Class 11 contains 72090 members 
Mstep: Class 12 contains 155593 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 13679 members 
Mstep: Class 22 contains 18901 members 
Mstep: Class 23 contains 2942 members 
Mstep: Class 24 contains 56905 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9628 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27329 members 
Mstep: Class 30 contains 101794 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 35614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77989768.000000 Penalty: 105949.625000
Iteration 161Q: 33 clusters Score -7.798977e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 2319 members 
Mstep: Class 5 contains 12271 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 7099 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 31787 members 
Mstep: Class 11 contains 72156 members 
Mstep: Class 12 contains 155523 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2905 members 
Mstep: Class 16 contains 7717 members 
Mstep: Class 17 contains 25176 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 14176 members 
Mstep: Class 22 contains 18907 members 
Mstep: Class 23 contains 2900 members 
Mstep: Class 24 contains 56888 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9628 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 27101 members 
Mstep: Class 30 contains 101730 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 35517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77989960.000000 Penalty: 105949.625000
Iteration 162Q: 33 clusters Score -7.798996e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9635 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 12284 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 7104 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 31789 members 
Mstep: Class 11 contains 72207 members 
Mstep: Class 12 contains 155457 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2900 members 
Mstep: Class 16 contains 7719 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 14591 members 
Mstep: Class 22 contains 18907 members 
Mstep: Class 23 contains 2886 members 
Mstep: Class 24 contains 56881 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 9628 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26937 members 
Mstep: Class 30 contains 101678 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 35385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990328.000000 Penalty: 105949.625000
Iteration 163Q: 33 clusters Score -7.799033e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 12295 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 7107 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 31786 members 
Mstep: Class 11 contains 72232 members 
Mstep: Class 12 contains 155399 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 7720 members 
Mstep: Class 17 contains 25165 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 14962 members 
Mstep: Class 22 contains 18912 members 
Mstep: Class 23 contains 2881 members 
Mstep: Class 24 contains 56868 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9628 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26805 members 
Mstep: Class 30 contains 101639 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 35248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990512.000000 Penalty: 105949.625000
Iteration 164Q: 33 clusters Score -7.799051e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 12310 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 7110 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 31783 members 
Mstep: Class 11 contains 72249 members 
Mstep: Class 12 contains 155373 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2899 members 
Mstep: Class 16 contains 7724 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 15287 members 
Mstep: Class 22 contains 18906 members 
Mstep: Class 23 contains 2877 members 
Mstep: Class 24 contains 56859 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9628 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26692 members 
Mstep: Class 30 contains 101614 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 35100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990592.000000 Penalty: 105949.625000
Iteration 165Q: 33 clusters Score -7.799059e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 7115 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 31780 members 
Mstep: Class 11 contains 72273 members 
Mstep: Class 12 contains 155345 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2898 members 
Mstep: Class 16 contains 7731 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 15567 members 
Mstep: Class 22 contains 18911 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 56846 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9628 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26592 members 
Mstep: Class 30 contains 101588 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990520.000000 Penalty: 105949.625000
Iteration 166Q: 33 clusters Score -7.799052e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 7117 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 31778 members 
Mstep: Class 11 contains 72300 members 
Mstep: Class 12 contains 155312 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2902 members 
Mstep: Class 16 contains 7740 members 
Mstep: Class 17 contains 25159 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 15830 members 
Mstep: Class 22 contains 18911 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 56824 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9628 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26504 members 
Mstep: Class 30 contains 101570 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990656.000000 Penalty: 105949.625000
Iteration 167Q: 33 clusters Score -7.799066e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 31777 members 
Mstep: Class 11 contains 72320 members 
Mstep: Class 12 contains 155295 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2903 members 
Mstep: Class 16 contains 7747 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 16059 members 
Mstep: Class 22 contains 18918 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 56798 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26418 members 
Mstep: Class 30 contains 101559 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990632.000000 Penalty: 105949.625000
Iteration 168Q: 33 clusters Score -7.799063e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 12347 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 7117 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 31777 members 
Mstep: Class 11 contains 72330 members 
Mstep: Class 12 contains 155274 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 16 contains 7754 members 
Mstep: Class 17 contains 25158 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 16261 members 
Mstep: Class 22 contains 18924 members 
Mstep: Class 23 contains 2853 members 
Mstep: Class 24 contains 56793 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26345 members 
Mstep: Class 30 contains 101542 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990464.000000 Penalty: 105949.625000
Iteration 169Q: 33 clusters Score -7.799046e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 12360 members 
Mstep: Class 6 contains 1084 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 7116 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 31776 members 
Mstep: Class 11 contains 72339 members 
Mstep: Class 12 contains 155265 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 25158 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 16427 members 
Mstep: Class 22 contains 18921 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 56773 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9628 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26290 members 
Mstep: Class 30 contains 101530 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990440.000000 Penalty: 105949.625000
Iteration 170Q: 33 clusters Score -7.799044e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 7117 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 31772 members 
Mstep: Class 11 contains 72363 members 
Mstep: Class 12 contains 155250 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 7760 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 16578 members 
Mstep: Class 22 contains 18914 members 
Mstep: Class 23 contains 2853 members 
Mstep: Class 24 contains 56761 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26249 members 
Mstep: Class 30 contains 101522 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990328.000000 Penalty: 105949.625000
Iteration 171Q: 33 clusters Score -7.799033e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 12370 members 
Mstep: Class 6 contains 1079 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 7120 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 31771 members 
Mstep: Class 11 contains 72378 members 
Mstep: Class 12 contains 155235 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 16717 members 
Mstep: Class 22 contains 18909 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56755 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26210 members 
Mstep: Class 30 contains 101516 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990440.000000 Penalty: 105949.625000
Iteration 172Q: 33 clusters Score -7.799044e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 12380 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 31767 members 
Mstep: Class 11 contains 72388 members 
Mstep: Class 12 contains 155232 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 17 contains 25155 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 16861 members 
Mstep: Class 22 contains 18907 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56739 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26166 members 
Mstep: Class 30 contains 101504 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990408.000000 Penalty: 105949.625000
Iteration 173Q: 33 clusters Score -7.799041e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9638 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 12388 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 31765 members 
Mstep: Class 11 contains 72390 members 
Mstep: Class 12 contains 155226 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 17 contains 25153 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 16989 members 
Mstep: Class 22 contains 18907 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56728 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26129 members 
Mstep: Class 30 contains 101496 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990400.000000 Penalty: 105949.625000
Iteration 174Q: 33 clusters Score -7.79904e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 12389 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 31766 members 
Mstep: Class 11 contains 72393 members 
Mstep: Class 12 contains 155217 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 16 contains 7760 members 
Mstep: Class 17 contains 25152 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17125 members 
Mstep: Class 22 contains 18906 members 
Mstep: Class 23 contains 2853 members 
Mstep: Class 24 contains 56719 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26086 members 
Mstep: Class 30 contains 101492 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990448.000000 Penalty: 105949.625000
Iteration 175Q: 33 clusters Score -7.799045e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 12388 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 31765 members 
Mstep: Class 11 contains 72403 members 
Mstep: Class 12 contains 155207 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 25153 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17241 members 
Mstep: Class 22 contains 18901 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 56710 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26056 members 
Mstep: Class 30 contains 101486 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990344.000000 Penalty: 105949.625000
Iteration 176Q: 33 clusters Score -7.799034e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 12391 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 1706 members 
Mstep: Class 10 contains 31763 members 
Mstep: Class 11 contains 72419 members 
Mstep: Class 12 contains 155198 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 25152 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17328 members 
Mstep: Class 22 contains 18901 members 
Mstep: Class 23 contains 2853 members 
Mstep: Class 24 contains 56708 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 26020 members 
Mstep: Class 30 contains 101480 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990472.000000 Penalty: 105949.625000
Iteration 177Q: 33 clusters Score -7.799047e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 12387 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 31760 members 
Mstep: Class 11 contains 72429 members 
Mstep: Class 12 contains 155191 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2947 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 25152 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17417 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56709 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25989 members 
Mstep: Class 30 contains 101475 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990400.000000 Penalty: 105949.625000
Iteration 178Q: 33 clusters Score -7.79904e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 12386 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7133 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 31756 members 
Mstep: Class 11 contains 72435 members 
Mstep: Class 12 contains 155191 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 25146 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17506 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56702 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25955 members 
Mstep: Class 30 contains 101472 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 34010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990504.000000 Penalty: 105949.625000
Iteration 179Q: 33 clusters Score -7.79905e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 12389 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7134 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 31754 members 
Mstep: Class 11 contains 72442 members 
Mstep: Class 12 contains 155192 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 25144 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56696 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25931 members 
Mstep: Class 30 contains 101469 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990656.000000 Penalty: 105949.625000
Iteration 180F: 33 clusters Score -7.799066e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9638 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 12396 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 31753 members 
Mstep: Class 11 contains 72448 members 
Mstep: Class 12 contains 155187 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 25142 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17654 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56686 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25925 members 
Mstep: Class 30 contains 101468 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990552.000000 Penalty: 105949.625000
Iteration 181Q: 33 clusters Score -7.799055e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 12400 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 1698 members 
Mstep: Class 10 contains 31753 members 
Mstep: Class 11 contains 72448 members 
Mstep: Class 12 contains 155184 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 25140 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17716 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56681 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25918 members 
Mstep: Class 30 contains 101462 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990552.000000 Penalty: 105949.625000
Iteration 182Q: 33 clusters Score -7.799055e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 12407 members 
Mstep: Class 6 contains 1056 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7139 members 
Mstep: Class 9 contains 1697 members 
Mstep: Class 10 contains 31753 members 
Mstep: Class 11 contains 72455 members 
Mstep: Class 12 contains 155181 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 25139 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17776 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 56674 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25900 members 
Mstep: Class 30 contains 101458 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990592.000000 Penalty: 105949.625000
Iteration 183Q: 33 clusters Score -7.799059e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 12409 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 7140 members 
Mstep: Class 9 contains 1694 members 
Mstep: Class 10 contains 31753 members 
Mstep: Class 11 contains 72456 members 
Mstep: Class 12 contains 155177 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 25139 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17825 members 
Mstep: Class 22 contains 18897 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 56669 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25892 members 
Mstep: Class 30 contains 101458 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990656.000000 Penalty: 105949.625000
Iteration 184Q: 33 clusters Score -7.799066e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12410 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 31752 members 
Mstep: Class 11 contains 72454 members 
Mstep: Class 12 contains 155176 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2956 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17874 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 56669 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25881 members 
Mstep: Class 30 contains 101457 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990664.000000 Penalty: 105949.625000
Iteration 185Q: 33 clusters Score -7.799066e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12413 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 31751 members 
Mstep: Class 11 contains 72456 members 
Mstep: Class 12 contains 155174 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2958 members 
Mstep: Class 16 contains 7772 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17919 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56658 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25867 members 
Mstep: Class 30 contains 101453 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990696.000000 Penalty: 105949.625000
Iteration 186Q: 33 clusters Score -7.79907e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12417 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 31749 members 
Mstep: Class 11 contains 72458 members 
Mstep: Class 12 contains 155170 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 18897 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56655 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9630 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25850 members 
Mstep: Class 30 contains 101447 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990696.000000 Penalty: 105949.625000
Iteration 187Q: 33 clusters Score -7.79907e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12424 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 7145 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 31749 members 
Mstep: Class 11 contains 72459 members 
Mstep: Class 12 contains 155169 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18001 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56655 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25831 members 
Mstep: Class 30 contains 101442 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990760.000000 Penalty: 105949.625000
Iteration 188Q: 33 clusters Score -7.799076e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12430 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 31745 members 
Mstep: Class 11 contains 72467 members 
Mstep: Class 12 contains 155165 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18048 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 56654 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25825 members 
Mstep: Class 30 contains 101437 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990856.000000 Penalty: 105949.625000
Iteration 189Q: 33 clusters Score -7.799086e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12432 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 31743 members 
Mstep: Class 11 contains 72471 members 
Mstep: Class 12 contains 155160 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2968 members 
Mstep: Class 16 contains 7773 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18094 members 
Mstep: Class 22 contains 18900 members 
Mstep: Class 23 contains 2848 members 
Mstep: Class 24 contains 56655 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25809 members 
Mstep: Class 30 contains 101431 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990840.000000 Penalty: 105949.625000
Iteration 190Q: 33 clusters Score -7.799084e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12431 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72472 members 
Mstep: Class 12 contains 155156 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18141 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2848 members 
Mstep: Class 24 contains 56648 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25803 members 
Mstep: Class 30 contains 101429 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990800.000000 Penalty: 105949.625000
Iteration 191Q: 33 clusters Score -7.79908e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12429 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72479 members 
Mstep: Class 12 contains 155154 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18164 members 
Mstep: Class 22 contains 18900 members 
Mstep: Class 23 contains 2848 members 
Mstep: Class 24 contains 56644 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25795 members 
Mstep: Class 30 contains 101429 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990896.000000 Penalty: 105949.625000
Iteration 192Q: 33 clusters Score -7.79909e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 12427 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72484 members 
Mstep: Class 12 contains 155154 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2975 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18189 members 
Mstep: Class 22 contains 18900 members 
Mstep: Class 23 contains 2848 members 
Mstep: Class 24 contains 56640 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25788 members 
Mstep: Class 30 contains 101426 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990896.000000 Penalty: 105949.625000
Iteration 193Q: 33 clusters Score -7.79909e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 12428 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72484 members 
Mstep: Class 12 contains 155148 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2975 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18212 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 56641 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25781 members 
Mstep: Class 30 contains 101424 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990952.000000 Penalty: 105949.625000
Iteration 194Q: 33 clusters Score -7.799095e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 12427 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72486 members 
Mstep: Class 12 contains 155148 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 7773 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18235 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 56635 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25774 members 
Mstep: Class 30 contains 101425 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990976.000000 Penalty: 105949.625000
Iteration 195Q: 33 clusters Score -7.799098e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 12429 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72487 members 
Mstep: Class 12 contains 155148 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18252 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 56634 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25763 members 
Mstep: Class 30 contains 101423 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990968.000000 Penalty: 105949.625000
Iteration 196Q: 33 clusters Score -7.799097e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12429 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72488 members 
Mstep: Class 12 contains 155146 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18269 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 56632 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25755 members 
Mstep: Class 30 contains 101423 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990984.000000 Penalty: 105949.625000
Iteration 197Q: 33 clusters Score -7.799098e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12430 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72491 members 
Mstep: Class 12 contains 155144 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18286 members 
Mstep: Class 22 contains 18897 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 56632 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25746 members 
Mstep: Class 30 contains 101421 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990936.000000 Penalty: 105949.625000
Iteration 198Q: 33 clusters Score -7.799094e+07 nChanged 38
Entering ConstructFrom: 
Score: -77990936.000000 Penalty: 105949.625000
Entering ConstructFrom: 
Trying to split cluster 1 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -837157.812500 Penalty: 2191.744873
	Iteration 0F: 2 clusters Score -837157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -831434.625000 Penalty: 4383.489746
	Iteration 0F: 3 clusters Score -831434.6 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -832925.125000 Penalty: 4383.489746
	Iteration 1F: 3 clusters Score -832925.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -833168.000000 Penalty: 4383.489746
	Iteration 2F: 3 clusters Score -833168 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -833347.187500 Penalty: 4383.489746
	Iteration 3F: 3 clusters Score -833347.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -833481.000000 Penalty: 4383.489746
	Iteration 4Q: 3 clusters Score -833481 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -833589.625000 Penalty: 4383.489746
	Iteration 5Q: 3 clusters Score -833589.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -833685.000000 Penalty: 4383.489746
	Iteration 6Q: 3 clusters Score -833685 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -833774.437500 Penalty: 4383.489746
	Iteration 7Q: 3 clusters Score -833774.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -833848.187500 Penalty: 4383.489746
	Iteration 8Q: 3 clusters Score -833848.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -833909.937500 Penalty: 4383.489746
	Iteration 9Q: 3 clusters Score -833909.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -833966.125000 Penalty: 4383.489746
	Iteration 10Q: 3 clusters Score -833966.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -834019.625000 Penalty: 4383.489746
	Iteration 11Q: 3 clusters Score -834019.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -834076.000000 Penalty: 4383.489746
	Iteration 12Q: 3 clusters Score -834076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -834125.187500 Penalty: 4383.489746
	Iteration 13Q: 3 clusters Score -834125.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -834184.000000 Penalty: 4383.489746
	Iteration 14Q: 3 clusters Score -834184 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -834239.000000 Penalty: 4383.489746
	Iteration 15Q: 3 clusters Score -834239 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -834300.625000 Penalty: 4383.489746
	Iteration 16Q: 3 clusters Score -834300.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -834368.062500 Penalty: 4383.489746
	Iteration 17Q: 3 clusters Score -834368.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -834445.562500 Penalty: 4383.489746
	Iteration 18Q: 3 clusters Score -834445.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -834518.687500 Penalty: 4383.489746
	Iteration 19Q: 3 clusters Score -834518.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -834605.062500 Penalty: 4383.489746
	Iteration 20F: 3 clusters Score -834605.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -834697.312500 Penalty: 4383.489746
	Iteration 21Q: 3 clusters Score -834697.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -834778.187500 Penalty: 4383.489746
	Iteration 22Q: 3 clusters Score -834778.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -834855.625000 Penalty: 4383.489746
	Iteration 23Q: 3 clusters Score -834855.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -834926.375000 Penalty: 4383.489746
	Iteration 24Q: 3 clusters Score -834926.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -834985.000000 Penalty: 4383.489746
	Iteration 25Q: 3 clusters Score -834985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -835036.500000 Penalty: 4383.489746
	Iteration 26Q: 3 clusters Score -835036.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -835080.875000 Penalty: 4383.489746
	Iteration 27Q: 3 clusters Score -835080.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -835131.437500 Penalty: 4383.489746
	Iteration 28Q: 3 clusters Score -835131.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -835168.312500 Penalty: 4383.489746
	Iteration 29Q: 3 clusters Score -835168.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -835190.500000 Penalty: 4383.489746
	Iteration 30Q: 3 clusters Score -835190.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -835201.687500 Penalty: 4383.489746
	Iteration 31Q: 3 clusters Score -835201.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -835211.625000 Penalty: 4383.489746
	Iteration 32Q: 3 clusters Score -835211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -835214.062500 Penalty: 4383.489746
	Iteration 33Q: 3 clusters Score -835214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -835220.500000 Penalty: 4383.489746
	Iteration 34Q: 3 clusters Score -835220.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -835228.937500 Penalty: 4383.489746
	Iteration 35Q: 3 clusters Score -835228.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -835239.000000 Penalty: 4383.489746
	Iteration 36Q: 3 clusters Score -835239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -835252.437500 Penalty: 4383.489746
	Iteration 37Q: 3 clusters Score -835252.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -835269.125000 Penalty: 4383.489746
	Iteration 38Q: 3 clusters Score -835269.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -835284.000000 Penalty: 4383.489746
	Iteration 39Q: 3 clusters Score -835284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -835291.625000 Penalty: 4383.489746
	Iteration 40F: 3 clusters Score -835291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -835295.062500 Penalty: 4383.489746
	Iteration 41Q: 3 clusters Score -835295.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -835300.875000 Penalty: 4383.489746
	Iteration 42Q: 3 clusters Score -835300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -835306.812500 Penalty: 4383.489746
	Iteration 43Q: 3 clusters Score -835306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -835309.625000 Penalty: 4383.489746
	Iteration 44Q: 3 clusters Score -835309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -835310.437500 Penalty: 4383.489746
	Iteration 45Q: 3 clusters Score -835310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -835310.187500 Penalty: 4383.489746
	Iteration 46Q: 3 clusters Score -835310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -835310.375000 Penalty: 4383.489746
	Iteration 47Q: 3 clusters Score -835310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -835310.375000 Penalty: 4383.489746
	Iteration 48F: 3 clusters Score -835310.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -126716.906250 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -126716.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -124753.984375 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -124754 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125048.992188 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -125049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125168.140625 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -125168.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125230.195312 Penalty: 3451.861816
	Iteration 3Q: 3 clusters Score -125230.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125291.164062 Penalty: 3451.861816
	Iteration 4Q: 3 clusters Score -125291.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -125340.562500 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -125340.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125406.343750 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -125406.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -125484.882812 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -125484.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125529.070312 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -125529.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125564.109375 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -125564.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125581.851562 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -125581.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -125598.601562 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -125598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -125606.320312 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -125606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -125613.921875 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -125613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -125622.093750 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -125622.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125626.781250 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -125626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -125629.703125 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -125629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -125635.296875 Penalty: 3451.861816
	Iteration 17Q: 3 clusters Score -125635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125641.570312 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -125641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -125649.039062 Penalty: 3451.861816
	Iteration 19Q: 3 clusters Score -125649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -125650.546875 Penalty: 3451.861816
	Iteration 20F: 3 clusters Score -125650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -125654.875000 Penalty: 3451.861816
	Iteration 21Q: 3 clusters Score -125654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -125657.445312 Penalty: 3451.861816
	Iteration 22Q: 3 clusters Score -125657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125660.500000 Penalty: 3451.861816
	Iteration 23Q: 3 clusters Score -125660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125663.156250 Penalty: 3451.861816
	Iteration 24Q: 3 clusters Score -125663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125665.218750 Penalty: 3451.861816
	Iteration 25Q: 3 clusters Score -125665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125667.093750 Penalty: 3451.861816
	Iteration 26Q: 3 clusters Score -125667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125667.093750 Penalty: 3451.861816
	Iteration 27F: 3 clusters Score -125667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Entering Unmasked Estep 
Score: -1240939.125000 Penalty: 2274.968994
	Iteration 0F: 2 clusters Score -1240939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1233441.000000 Penalty: 4549.937988
	Iteration 0F: 3 clusters Score -1233441 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1235761.750000 Penalty: 4549.937988
	Iteration 1F: 3 clusters Score -1235762 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1236308.750000 Penalty: 4549.937988
	Iteration 2F: 3 clusters Score -1236309 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1236962.250000 Penalty: 4549.937988
	Iteration 3F: 3 clusters Score -1236962 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1237627.000000 Penalty: 4549.937988
	Iteration 4F: 3 clusters Score -1237627 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1238120.000000 Penalty: 4549.937988
	Iteration 5F: 3 clusters Score -1238120 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1238454.250000 Penalty: 4549.937988
	Iteration 6F: 3 clusters Score -1238454 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1238709.500000 Penalty: 4549.937988
	Iteration 7Q: 3 clusters Score -1238710 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1238894.625000 Penalty: 4549.937988
	Iteration 8Q: 3 clusters Score -1238895 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1239046.000000 Penalty: 4549.937988
	Iteration 9Q: 3 clusters Score -1239046 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1239157.375000 Penalty: 4549.937988
	Iteration 10Q: 3 clusters Score -1239157 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1239244.000000 Penalty: 4549.937988
	Iteration 11Q: 3 clusters Score -1239244 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1239311.500000 Penalty: 4549.937988
	Iteration 12Q: 3 clusters Score -1239312 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1239362.875000 Penalty: 4549.937988
	Iteration 13Q: 3 clusters Score -1239363 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1239418.750000 Penalty: 4549.937988
	Iteration 14Q: 3 clusters Score -1239419 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1239462.375000 Penalty: 4549.937988
	Iteration 15Q: 3 clusters Score -1239462 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1239491.000000 Penalty: 4549.937988
	Iteration 16Q: 3 clusters Score -1239491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1239517.625000 Penalty: 4549.937988
	Iteration 17Q: 3 clusters Score -1239518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1239541.875000 Penalty: 4549.937988
	Iteration 18Q: 3 clusters Score -1239542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1239564.750000 Penalty: 4549.937988
	Iteration 19Q: 3 clusters Score -1239565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1239583.875000 Penalty: 4549.937988
	Iteration 20F: 3 clusters Score -1239584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1239598.250000 Penalty: 4549.937988
	Iteration 21Q: 3 clusters Score -1239598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1239608.125000 Penalty: 4549.937988
	Iteration 22Q: 3 clusters Score -1239608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1239617.500000 Penalty: 4549.937988
	Iteration 23Q: 3 clusters Score -1239618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1239627.125000 Penalty: 4549.937988
	Iteration 24Q: 3 clusters Score -1239627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1239640.125000 Penalty: 4549.937988
	Iteration 25Q: 3 clusters Score -1239640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1239645.875000 Penalty: 4549.937988
	Iteration 26Q: 3 clusters Score -1239646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1239651.375000 Penalty: 4549.937988
	Iteration 27Q: 3 clusters Score -1239651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1239653.750000 Penalty: 4549.937988
	Iteration 28Q: 3 clusters Score -1239654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1239656.125000 Penalty: 4549.937988
	Iteration 29Q: 3 clusters Score -1239656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1239661.000000 Penalty: 4549.937988
	Iteration 30Q: 3 clusters Score -1239661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1239662.500000 Penalty: 4549.937988
	Iteration 31Q: 3 clusters Score -1239662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1239664.000000 Penalty: 4549.937988
	Iteration 32Q: 3 clusters Score -1239664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1239670.625000 Penalty: 4549.937988
	Iteration 33Q: 3 clusters Score -1239671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1239672.000000 Penalty: 4549.937988
	Iteration 34Q: 3 clusters Score -1239672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1239671.625000 Penalty: 4549.937988
	Iteration 35Q: 3 clusters Score -1239672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1239675.250000 Penalty: 4549.937988
	Iteration 36Q: 3 clusters Score -1239675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1239675.250000 Penalty: 4549.937988
	Iteration 37Q: 3 clusters Score -1239675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1239675.500000 Penalty: 4549.937988
	Iteration 38Q: 3 clusters Score -1239676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1239676.625000 Penalty: 4549.937988
	Iteration 39Q: 3 clusters Score -1239677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1239676.625000 Penalty: 4549.937988
	Iteration 40F: 3 clusters Score -1239677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -285273.062500 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -285273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -282464.906250 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -282464.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -282982.281250 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -282982.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -283103.500000 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -283103.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -283166.093750 Penalty: 3841.091797
	Iteration 3Q: 3 clusters Score -283166.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -283203.562500 Penalty: 3841.091797
	Iteration 4Q: 3 clusters Score -283203.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -283232.375000 Penalty: 3841.091797
	Iteration 5Q: 3 clusters Score -283232.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -283262.031250 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -283262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -283283.718750 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -283283.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -283320.343750 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -283320.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -283355.750000 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -283355.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -283396.031250 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -283396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -283429.312500 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -283429.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -283457.437500 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -283457.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -283481.031250 Penalty: 3841.091797
	Iteration 13Q: 3 clusters Score -283481 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -283500.093750 Penalty: 3841.091797
	Iteration 14Q: 3 clusters Score -283500.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -283529.062500 Penalty: 3841.091797
	Iteration 15Q: 3 clusters Score -283529.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -283568.000000 Penalty: 3841.091797
	Iteration 16Q: 3 clusters Score -283568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -283598.000000 Penalty: 3841.091797
	Iteration 17Q: 3 clusters Score -283598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -283634.875000 Penalty: 3841.091797
	Iteration 18Q: 3 clusters Score -283634.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -283672.687500 Penalty: 3841.091797
	Iteration 19Q: 3 clusters Score -283672.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -283704.812500 Penalty: 3841.091797
	Iteration 20F: 3 clusters Score -283704.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -283731.375000 Penalty: 3841.091797
	Iteration 21Q: 3 clusters Score -283731.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -283747.625000 Penalty: 3841.091797
	Iteration 22Q: 3 clusters Score -283747.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -283756.468750 Penalty: 3841.091797
	Iteration 23Q: 3 clusters Score -283756.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -283765.718750 Penalty: 3841.091797
	Iteration 24Q: 3 clusters Score -283765.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -283777.531250 Penalty: 3841.091797
	Iteration 25Q: 3 clusters Score -283777.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -283785.656250 Penalty: 3841.091797
	Iteration 26Q: 3 clusters Score -283785.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -283789.093750 Penalty: 3841.091797
	Iteration 27Q: 3 clusters Score -283789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -283792.937500 Penalty: 3841.091797
	Iteration 28Q: 3 clusters Score -283792.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -283799.875000 Penalty: 3841.091797
	Iteration 29Q: 3 clusters Score -283799.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -283808.000000 Penalty: 3841.091797
	Iteration 30Q: 3 clusters Score -283808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -283812.406250 Penalty: 3841.091797
	Iteration 31Q: 3 clusters Score -283812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -283817.281250 Penalty: 3841.091797
	Iteration 32Q: 3 clusters Score -283817.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -283821.750000 Penalty: 3841.091797
	Iteration 33Q: 3 clusters Score -283821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -283823.968750 Penalty: 3841.091797
	Iteration 34Q: 3 clusters Score -283824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -283830.281250 Penalty: 3841.091797
	Iteration 35Q: 3 clusters Score -283830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -283836.343750 Penalty: 3841.091797
	Iteration 36Q: 3 clusters Score -283836.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -283842.937500 Penalty: 3841.091797
	Iteration 37Q: 3 clusters Score -283842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -283846.906250 Penalty: 3841.091797
	Iteration 38Q: 3 clusters Score -283846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -283848.562500 Penalty: 3841.091797
	Iteration 39Q: 3 clusters Score -283848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -283850.000000 Penalty: 3841.091797
	Iteration 40F: 3 clusters Score -283850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -283849.906250 Penalty: 3841.091797
	Iteration 41Q: 3 clusters Score -283849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -283849.906250 Penalty: 3841.091797
	Iteration 42F: 3 clusters Score -283849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Entering Unmasked Estep 
Score: -1490212.750000 Penalty: 2338.191162
	Iteration 0F: 2 clusters Score -1490213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1480980.250000 Penalty: 4676.382324
	Iteration 0F: 3 clusters Score -1480980 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1483797.375000 Penalty: 4676.382324
	Iteration 1F: 3 clusters Score -1483797 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1484206.250000 Penalty: 4676.382324
	Iteration 2F: 3 clusters Score -1484206 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1484524.750000 Penalty: 4676.382324
	Iteration 3F: 3 clusters Score -1484525 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1484800.375000 Penalty: 4676.382324
	Iteration 4Q: 3 clusters Score -1484800 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1485031.500000 Penalty: 4676.382324
	Iteration 5Q: 3 clusters Score -1485032 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1485226.250000 Penalty: 4676.382324
	Iteration 6Q: 3 clusters Score -1485226 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1485389.125000 Penalty: 4676.382324
	Iteration 7Q: 3 clusters Score -1485389 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1485533.500000 Penalty: 4676.382324
	Iteration 8Q: 3 clusters Score -1485534 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1485645.375000 Penalty: 4676.382324
	Iteration 9Q: 3 clusters Score -1485645 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1485730.750000 Penalty: 4676.382324
	Iteration 10Q: 3 clusters Score -1485731 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1485815.750000 Penalty: 4676.382324
	Iteration 11Q: 3 clusters Score -1485816 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1485900.375000 Penalty: 4676.382324
	Iteration 12Q: 3 clusters Score -1485900 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1486017.000000 Penalty: 4676.382324
	Iteration 13Q: 3 clusters Score -1486017 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1486150.500000 Penalty: 4676.382324
	Iteration 14Q: 3 clusters Score -1486150 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1486288.875000 Penalty: 4676.382324
	Iteration 15Q: 3 clusters Score -1486289 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1486456.375000 Penalty: 4676.382324
	Iteration 16Q: 3 clusters Score -1486456 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1486627.625000 Penalty: 4676.382324
	Iteration 17Q: 3 clusters Score -1486628 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1486817.875000 Penalty: 4676.382324
	Iteration 18Q: 3 clusters Score -1486818 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1487039.875000 Penalty: 4676.382324
	Iteration 19Q: 3 clusters Score -1487040 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1487269.500000 Penalty: 4676.382324
	Iteration 20F: 3 clusters Score -1487270 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1487492.250000 Penalty: 4676.382324
	Iteration 21Q: 3 clusters Score -1487492 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1487679.750000 Penalty: 4676.382324
	Iteration 22Q: 3 clusters Score -1487680 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1487808.000000 Penalty: 4676.382324
	Iteration 23Q: 3 clusters Score -1487808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1487901.500000 Penalty: 4676.382324
	Iteration 24Q: 3 clusters Score -1487902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1487975.500000 Penalty: 4676.382324
	Iteration 25Q: 3 clusters Score -1487976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1488051.000000 Penalty: 4676.382324
	Iteration 26Q: 3 clusters Score -1488051 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1488119.000000 Penalty: 4676.382324
	Iteration 27Q: 3 clusters Score -1488119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1488166.250000 Penalty: 4676.382324
	Iteration 28Q: 3 clusters Score -1488166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1488199.375000 Penalty: 4676.382324
	Iteration 29Q: 3 clusters Score -1488199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1488226.375000 Penalty: 4676.382324
	Iteration 30Q: 3 clusters Score -1488226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1488243.625000 Penalty: 4676.382324
	Iteration 31Q: 3 clusters Score -1488244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1488258.750000 Penalty: 4676.382324
	Iteration 32Q: 3 clusters Score -1488259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1488265.625000 Penalty: 4676.382324
	Iteration 33Q: 3 clusters Score -1488266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1488273.250000 Penalty: 4676.382324
	Iteration 34Q: 3 clusters Score -1488273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1488280.000000 Penalty: 4676.382324
	Iteration 35Q: 3 clusters Score -1488280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1488293.250000 Penalty: 4676.382324
	Iteration 36Q: 3 clusters Score -1488293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1488301.125000 Penalty: 4676.382324
	Iteration 37Q: 3 clusters Score -1488301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1488311.875000 Penalty: 4676.382324
	Iteration 38Q: 3 clusters Score -1488312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1488323.625000 Penalty: 4676.382324
	Iteration 39Q: 3 clusters Score -1488324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1488325.125000 Penalty: 4676.382324
	Iteration 40F: 3 clusters Score -1488325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1488329.500000 Penalty: 4676.382324
	Iteration 41Q: 3 clusters Score -1488330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1488329.250000 Penalty: 4676.382324
	Iteration 42Q: 3 clusters Score -1488329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1488334.000000 Penalty: 4676.382324
	Iteration 43Q: 3 clusters Score -1488334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1488334.250000 Penalty: 4676.382324
	Iteration 44Q: 3 clusters Score -1488334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1488332.500000 Penalty: 4676.382324
	Iteration 45Q: 3 clusters Score -1488332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1488331.375000 Penalty: 4676.382324
	Iteration 46Q: 3 clusters Score -1488331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1488333.500000 Penalty: 4676.382324
	Iteration 47Q: 3 clusters Score -1488334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1488334.750000 Penalty: 4676.382324
	Iteration 48Q: 3 clusters Score -1488335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1488335.250000 Penalty: 4676.382324
	Iteration 49Q: 3 clusters Score -1488335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1488335.375000 Penalty: 4676.382324
	Iteration 50Q: 3 clusters Score -1488335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1488336.625000 Penalty: 4676.382324
	Iteration 51Q: 3 clusters Score -1488337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1488336.625000 Penalty: 4676.382324
	Iteration 52F: 3 clusters Score -1488337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -111086.742188 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -111086.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109128.414062 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -109128.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109499.015625 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -109499 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109653.898438 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -109653.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109748.257812 Penalty: 3452.332520
	Iteration 3F: 3 clusters Score -109748.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109825.945312 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -109825.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109878.312500 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -109878.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -109931.015625 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -109931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -109965.890625 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -109965.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110007.312500 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -110007.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -110053.101562 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -110053.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -110076.281250 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -110076.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -110092.476562 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -110092.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110126.148438 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -110126.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110165.062500 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -110165.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110203.375000 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -110203.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110234.515625 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -110234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110246.679688 Penalty: 3452.332520
	Iteration 16Q: 3 clusters Score -110246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110255.851562 Penalty: 3452.332520
	Iteration 17Q: 3 clusters Score -110255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110260.210938 Penalty: 3452.332520
	Iteration 18Q: 3 clusters Score -110260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110260.367188 Penalty: 3452.332520
	Iteration 19F: 3 clusters Score -110260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110264.679688 Penalty: 3452.332520
	Iteration 20F: 3 clusters Score -110264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -110266.609375 Penalty: 3452.332520
	Iteration 21Q: 3 clusters Score -110266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110268.054688 Penalty: 3452.332520
	Iteration 22Q: 3 clusters Score -110268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110269.257812 Penalty: 3452.332520
	Iteration 23Q: 3 clusters Score -110269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110272.546875 Penalty: 3452.332520
	Iteration 24Q: 3 clusters Score -110272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110272.546875 Penalty: 3452.332520
	Iteration 25F: 3 clusters Score -110272.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -798148.937500 Penalty: 2163.441895
	Iteration 0F: 2 clusters Score -798148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -792974.562500 Penalty: 4326.883789
	Iteration 0F: 3 clusters Score -792974.6 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -794577.375000 Penalty: 4326.883789
	Iteration 1F: 3 clusters Score -794577.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -795127.187500 Penalty: 4326.883789
	Iteration 2F: 3 clusters Score -795127.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -795610.687500 Penalty: 4326.883789
	Iteration 3F: 3 clusters Score -795610.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -796058.187500 Penalty: 4326.883789
	Iteration 4F: 3 clusters Score -796058.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -796446.375000 Penalty: 4326.883789
	Iteration 5F: 3 clusters Score -796446.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -796706.875000 Penalty: 4326.883789
	Iteration 6Q: 3 clusters Score -796706.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -796914.250000 Penalty: 4326.883789
	Iteration 7Q: 3 clusters Score -796914.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -797052.875000 Penalty: 4326.883789
	Iteration 8Q: 3 clusters Score -797052.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -797171.375000 Penalty: 4326.883789
	Iteration 9Q: 3 clusters Score -797171.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -797238.437500 Penalty: 4326.883789
	Iteration 10Q: 3 clusters Score -797238.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -797287.125000 Penalty: 4326.883789
	Iteration 11Q: 3 clusters Score -797287.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -797327.437500 Penalty: 4326.883789
	Iteration 12Q: 3 clusters Score -797327.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -797352.875000 Penalty: 4326.883789
	Iteration 13Q: 3 clusters Score -797352.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -797372.187500 Penalty: 4326.883789
	Iteration 14Q: 3 clusters Score -797372.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -797384.250000 Penalty: 4326.883789
	Iteration 15Q: 3 clusters Score -797384.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -797388.875000 Penalty: 4326.883789
	Iteration 16Q: 3 clusters Score -797388.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -797395.687500 Penalty: 4326.883789
	Iteration 17Q: 3 clusters Score -797395.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -797403.562500 Penalty: 4326.883789
	Iteration 18Q: 3 clusters Score -797403.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -797409.187500 Penalty: 4326.883789
	Iteration 19Q: 3 clusters Score -797409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -797412.437500 Penalty: 4326.883789
	Iteration 20F: 3 clusters Score -797412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -797413.500000 Penalty: 4326.883789
	Iteration 21Q: 3 clusters Score -797413.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -797415.500000 Penalty: 4326.883789
	Iteration 22Q: 3 clusters Score -797415.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -797420.312500 Penalty: 4326.883789
	Iteration 23Q: 3 clusters Score -797420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -797420.625000 Penalty: 4326.883789
	Iteration 24Q: 3 clusters Score -797420.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -797421.250000 Penalty: 4326.883789
	Iteration 25Q: 3 clusters Score -797421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -797423.812500 Penalty: 4326.883789
	Iteration 26Q: 3 clusters Score -797423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -797423.625000 Penalty: 4326.883789
	Iteration 27Q: 3 clusters Score -797423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -797423.625000 Penalty: 4326.883789
	Iteration 28F: 3 clusters Score -797423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -847833.000000 Penalty: 2200.863037
	Iteration 0F: 2 clusters Score -847833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -842000.625000 Penalty: 4401.726074
	Iteration 0F: 3 clusters Score -842000.6 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -843846.437500 Penalty: 4401.726074
	Iteration 1F: 3 clusters Score -843846.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -844350.812500 Penalty: 4401.726074
	Iteration 2F: 3 clusters Score -844350.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -844933.000000 Penalty: 4401.726074
	Iteration 3F: 3 clusters Score -844933 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -845563.500000 Penalty: 4401.726074
	Iteration 4F: 3 clusters Score -845563.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -846130.937500 Penalty: 4401.726074
	Iteration 5F: 3 clusters Score -846130.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -846456.625000 Penalty: 4401.726074
	Iteration 6F: 3 clusters Score -846456.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -846658.500000 Penalty: 4401.726074
	Iteration 7Q: 3 clusters Score -846658.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -846803.812500 Penalty: 4401.726074
	Iteration 8Q: 3 clusters Score -846803.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -846900.187500 Penalty: 4401.726074
	Iteration 9Q: 3 clusters Score -846900.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -846957.562500 Penalty: 4401.726074
	Iteration 10Q: 3 clusters Score -846957.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -846991.250000 Penalty: 4401.726074
	Iteration 11Q: 3 clusters Score -846991.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -847011.562500 Penalty: 4401.726074
	Iteration 12Q: 3 clusters Score -847011.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -847032.375000 Penalty: 4401.726074
	Iteration 13Q: 3 clusters Score -847032.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -847044.125000 Penalty: 4401.726074
	Iteration 14Q: 3 clusters Score -847044.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -847052.250000 Penalty: 4401.726074
	Iteration 15Q: 3 clusters Score -847052.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -847058.312500 Penalty: 4401.726074
	Iteration 16Q: 3 clusters Score -847058.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -847063.812500 Penalty: 4401.726074
	Iteration 17Q: 3 clusters Score -847063.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -847065.812500 Penalty: 4401.726074
	Iteration 18Q: 3 clusters Score -847065.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -847074.687500 Penalty: 4401.726074
	Iteration 19Q: 3 clusters Score -847074.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -847081.187500 Penalty: 4401.726074
	Iteration 20F: 3 clusters Score -847081.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -847083.312500 Penalty: 4401.726074
	Iteration 21Q: 3 clusters Score -847083.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -847085.187500 Penalty: 4401.726074
	Iteration 22Q: 3 clusters Score -847085.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -847085.812500 Penalty: 4401.726074
	Iteration 23Q: 3 clusters Score -847085.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -847089.562500 Penalty: 4401.726074
	Iteration 24Q: 3 clusters Score -847089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -847091.000000 Penalty: 4401.726074
	Iteration 25Q: 3 clusters Score -847091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -847094.750000 Penalty: 4401.726074
	Iteration 26Q: 3 clusters Score -847094.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -847099.125000 Penalty: 4401.726074
	Iteration 27Q: 3 clusters Score -847099.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -847108.437500 Penalty: 4401.726074
	Iteration 28Q: 3 clusters Score -847108.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -847111.250000 Penalty: 4401.726074
	Iteration 29Q: 3 clusters Score -847111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -847112.687500 Penalty: 4401.726074
	Iteration 30Q: 3 clusters Score -847112.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -847112.312500 Penalty: 4401.726074
	Iteration 31Q: 3 clusters Score -847112.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -847114.312500 Penalty: 4401.726074
	Iteration 32Q: 3 clusters Score -847114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -847115.937500 Penalty: 4401.726074
	Iteration 33Q: 3 clusters Score -847115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -847114.437500 Penalty: 4401.726074
	Iteration 34Q: 3 clusters Score -847114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -847114.812500 Penalty: 4401.726074
	Iteration 35Q: 3 clusters Score -847114.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -847114.812500 Penalty: 4401.726074
	Iteration 36F: 3 clusters Score -847114.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -196411.078125 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -196411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -194017.140625 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -194017.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -194432.000000 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -194432 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -194622.718750 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -194622.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -194760.859375 Penalty: 3686.218506
	Iteration 3F: 3 clusters Score -194760.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -194888.296875 Penalty: 3686.218506
	Iteration 4Q: 3 clusters Score -194888.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -195009.312500 Penalty: 3686.218506
	Iteration 5Q: 3 clusters Score -195009.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195099.921875 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -195099.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -195180.000000 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -195180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -195229.750000 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -195229.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -195293.578125 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -195293.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -195337.796875 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -195337.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -195381.640625 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -195381.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -195409.640625 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -195409.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -195419.984375 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -195420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -195432.468750 Penalty: 3686.218506
	Iteration 14Q: 3 clusters Score -195432.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -195445.562500 Penalty: 3686.218506
	Iteration 15Q: 3 clusters Score -195445.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -195450.375000 Penalty: 3686.218506
	Iteration 16Q: 3 clusters Score -195450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195459.468750 Penalty: 3686.218506
	Iteration 17Q: 3 clusters Score -195459.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -195464.437500 Penalty: 3686.218506
	Iteration 18Q: 3 clusters Score -195464.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -195470.828125 Penalty: 3686.218506
	Iteration 19Q: 3 clusters Score -195470.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195476.828125 Penalty: 3686.218506
	Iteration 20F: 3 clusters Score -195476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -195492.609375 Penalty: 3686.218506
	Iteration 21Q: 3 clusters Score -195492.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -195501.265625 Penalty: 3686.218506
	Iteration 22Q: 3 clusters Score -195501.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -195506.843750 Penalty: 3686.218506
	Iteration 23Q: 3 clusters Score -195506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -195520.109375 Penalty: 3686.218506
	Iteration 24Q: 3 clusters Score -195520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -195525.546875 Penalty: 3686.218506
	Iteration 25Q: 3 clusters Score -195525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -195529.203125 Penalty: 3686.218506
	Iteration 26Q: 3 clusters Score -195529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -195533.765625 Penalty: 3686.218506
	Iteration 27Q: 3 clusters Score -195533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -195540.625000 Penalty: 3686.218506
	Iteration 28Q: 3 clusters Score -195540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -195549.093750 Penalty: 3686.218506
	Iteration 29Q: 3 clusters Score -195549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -195558.359375 Penalty: 3686.218506
	Iteration 30Q: 3 clusters Score -195558.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -195562.390625 Penalty: 3686.218506
	Iteration 31Q: 3 clusters Score -195562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -195565.312500 Penalty: 3686.218506
	Iteration 32Q: 3 clusters Score -195565.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -195569.609375 Penalty: 3686.218506
	Iteration 33Q: 3 clusters Score -195569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -195572.375000 Penalty: 3686.218506
	Iteration 34Q: 3 clusters Score -195572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -195574.406250 Penalty: 3686.218506
	Iteration 35Q: 3 clusters Score -195574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -195577.765625 Penalty: 3686.218506
	Iteration 36Q: 3 clusters Score -195577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -195578.281250 Penalty: 3686.218506
	Iteration 37Q: 3 clusters Score -195578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -195579.812500 Penalty: 3686.218506
	Iteration 38Q: 3 clusters Score -195579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -195579.812500 Penalty: 3686.218506
	Iteration 39F: 3 clusters Score -195579.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Entering Unmasked Estep 
Score: -4049551.500000 Penalty: 2570.602539
	Iteration 0F: 2 clusters Score -4049552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -4027870.250000 Penalty: 5141.205078
	Iteration 0F: 3 clusters Score -4027870 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -4035832.000000 Penalty: 5141.205078
	Iteration 1F: 3 clusters Score -4035832 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4036537.750000 Penalty: 5141.205078
	Iteration 2F: 3 clusters Score -4036538 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -4037242.500000 Penalty: 5141.205078
	Iteration 3F: 3 clusters Score -4037242 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -4037926.500000 Penalty: 5141.205078
	Iteration 4F: 3 clusters Score -4037926 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4038679.000000 Penalty: 5141.205078
	Iteration 5F: 3 clusters Score -4038679 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4039467.000000 Penalty: 5141.205078
	Iteration 6F: 3 clusters Score -4039467 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4040218.500000 Penalty: 5141.205078
	Iteration 7F: 3 clusters Score -4040218 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4041022.500000 Penalty: 5141.205078
	Iteration 8Q: 3 clusters Score -4041022 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4041888.500000 Penalty: 5141.205078
	Iteration 9Q: 3 clusters Score -4041888 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4042800.750000 Penalty: 5141.205078
	Iteration 10Q: 3 clusters Score -4042801 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4043783.500000 Penalty: 5141.205078
	Iteration 11Q: 3 clusters Score -4043784 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4044762.750000 Penalty: 5141.205078
	Iteration 12Q: 3 clusters Score -4044763 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4045591.500000 Penalty: 5141.205078
	Iteration 13Q: 3 clusters Score -4045592 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4046248.250000 Penalty: 5141.205078
	Iteration 14Q: 3 clusters Score -4046248 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4046715.750000 Penalty: 5141.205078
	Iteration 15Q: 3 clusters Score -4046716 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4046962.750000 Penalty: 5141.205078
	Iteration 16Q: 3 clusters Score -4046963 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4047101.750000 Penalty: 5141.205078
	Iteration 17Q: 3 clusters Score -4047102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4047217.000000 Penalty: 5141.205078
	Iteration 18Q: 3 clusters Score -4047217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4047271.750000 Penalty: 5141.205078
	Iteration 19Q: 3 clusters Score -4047272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4047315.500000 Penalty: 5141.205078
	Iteration 20F: 3 clusters Score -4047316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4047320.250000 Penalty: 5141.205078
	Iteration 21Q: 3 clusters Score -4047320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4047331.250000 Penalty: 5141.205078
	Iteration 22Q: 3 clusters Score -4047331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4047329.250000 Penalty: 5141.205078
	Iteration 23Q: 3 clusters Score -4047329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4047335.750000 Penalty: 5141.205078
	Iteration 24Q: 3 clusters Score -4047336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4047335.750000 Penalty: 5141.205078
	Iteration 25Q: 3 clusters Score -4047336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4047335.500000 Penalty: 5141.205078
	Iteration 26Q: 3 clusters Score -4047336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4047339.000000 Penalty: 5141.205078
	Iteration 27Q: 3 clusters Score -4047339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4047339.250000 Penalty: 5141.205078
	Iteration 28Q: 3 clusters Score -4047339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4047339.750000 Penalty: 5141.205078
	Iteration 29Q: 3 clusters Score -4047340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4047337.750000 Penalty: 5141.205078
	Iteration 30Q: 3 clusters Score -4047338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4047342.250000 Penalty: 5141.205078
	Iteration 31Q: 3 clusters Score -4047342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4047345.500000 Penalty: 5141.205078
	Iteration 32Q: 3 clusters Score -4047346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4047347.250000 Penalty: 5141.205078
	Iteration 33Q: 3 clusters Score -4047347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4047348.750000 Penalty: 5141.205078
	Iteration 34Q: 3 clusters Score -4047349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4047353.250000 Penalty: 5141.205078
	Iteration 35Q: 3 clusters Score -4047353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4047362.500000 Penalty: 5141.205078
	Iteration 36Q: 3 clusters Score -4047362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4047364.000000 Penalty: 5141.205078
	Iteration 37Q: 3 clusters Score -4047364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4047364.000000 Penalty: 5141.205078
	Iteration 38Q: 3 clusters Score -4047364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4047364.000000 Penalty: 5141.205078
	Iteration 39F: 3 clusters Score -4047364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (72497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Entering Unmasked Estep 
Score: -9313477.000000 Penalty: 2775.442383
	Iteration 0F: 2 clusters Score -9313477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -9264974.000000 Penalty: 5550.884766
	Iteration 0F: 3 clusters Score -9264974 nChanged 33994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -9284431.000000 Penalty: 5550.884766
	Iteration 1F: 3 clusters Score -9284431 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -9285635.000000 Penalty: 5550.884766
	Iteration 2Q: 3 clusters Score -9285635 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -9287061.000000 Penalty: 5550.884766
	Iteration 3Q: 3 clusters Score -9287061 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -9289100.000000 Penalty: 5550.884766
	Iteration 4F: 3 clusters Score -9289100 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -9291702.000000 Penalty: 5550.884766
	Iteration 5F: 3 clusters Score -9291702 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -9294394.000000 Penalty: 5550.884766
	Iteration 6F: 3 clusters Score -9294394 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -9296538.000000 Penalty: 5550.884766
	Iteration 7F: 3 clusters Score -9296538 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -9298590.000000 Penalty: 5550.884766
	Iteration 8Q: 3 clusters Score -9298590 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -9300415.000000 Penalty: 5550.884766
	Iteration 9Q: 3 clusters Score -9300415 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -9302137.000000 Penalty: 5550.884766
	Iteration 10Q: 3 clusters Score -9302137 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -9303897.000000 Penalty: 5550.884766
	Iteration 11Q: 3 clusters Score -9303897 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -9305719.000000 Penalty: 5550.884766
	Iteration 12Q: 3 clusters Score -9305719 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -9307379.000000 Penalty: 5550.884766
	Iteration 13Q: 3 clusters Score -9307379 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -9308725.000000 Penalty: 5550.884766
	Iteration 14Q: 3 clusters Score -9308725 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -9309707.000000 Penalty: 5550.884766
	Iteration 15Q: 3 clusters Score -9309707 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -9310264.000000 Penalty: 5550.884766
	Iteration 16Q: 3 clusters Score -9310264 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -9310618.000000 Penalty: 5550.884766
	Iteration 17Q: 3 clusters Score -9310618 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -9310844.000000 Penalty: 5550.884766
	Iteration 18Q: 3 clusters Score -9310844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -9310962.000000 Penalty: 5550.884766
	Iteration 19Q: 3 clusters Score -9310962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -9311032.000000 Penalty: 5550.884766
	Iteration 20F: 3 clusters Score -9311032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -9311073.000000 Penalty: 5550.884766
	Iteration 21Q: 3 clusters Score -9311073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -9311085.000000 Penalty: 5550.884766
	Iteration 22Q: 3 clusters Score -9311085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -9311095.000000 Penalty: 5550.884766
	Iteration 23Q: 3 clusters Score -9311095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -9311107.000000 Penalty: 5550.884766
	Iteration 24Q: 3 clusters Score -9311107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -9311106.000000 Penalty: 5550.884766
	Iteration 25Q: 3 clusters Score -9311106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -9311114.000000 Penalty: 5550.884766
	Iteration 26Q: 3 clusters Score -9311114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -9311124.000000 Penalty: 5550.884766
	Iteration 27Q: 3 clusters Score -9311124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -9311121.000000 Penalty: 5550.884766
	Iteration 28Q: 3 clusters Score -9311121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -9311121.000000 Penalty: 5550.884766
	Iteration 29F: 3 clusters Score -9311121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (155137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155137 members 
Entering Unmasked Estep 
Score: -19880788.000000 Penalty: 2964.111816
	Iteration 0F: 2 clusters Score -1.988079e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -19777002.000000 Penalty: 5928.223633
	Iteration 0F: 3 clusters Score -1.9777e+07 nChanged 74307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 80937 members 
Entering Unmasked Estep 
Score: -19820502.000000 Penalty: 5928.223633
	Iteration 1F: 3 clusters Score -1.98205e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -19821772.000000 Penalty: 5928.223633
	Iteration 2Q: 3 clusters Score -1.982177e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -19823896.000000 Penalty: 5928.223633
	Iteration 3Q: 3 clusters Score -1.98239e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 91919 members 
Entering Unmasked Estep 
Score: -19826756.000000 Penalty: 5928.223633
	Iteration 4Q: 3 clusters Score -1.982676e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 98858 members 
Entering Unmasked Estep 
Score: -19830770.000000 Penalty: 5928.223633
	Iteration 5F: 3 clusters Score -1.983077e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -19836786.000000 Penalty: 5928.223633
	Iteration 6F: 3 clusters Score -1.983679e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -19845202.000000 Penalty: 5928.223633
	Iteration 7F: 3 clusters Score -1.98452e+07 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 130991 members 
Entering Unmasked Estep 
Score: -19855560.000000 Penalty: 5928.223633
	Iteration 8F: 3 clusters Score -1.985556e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -19865524.000000 Penalty: 5928.223633
	Iteration 9F: 3 clusters Score -1.986552e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 149002 members 
Entering Unmasked Estep 
Score: -19872634.000000 Penalty: 5928.223633
	Iteration 10Q: 3 clusters Score -1.987263e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -19876142.000000 Penalty: 5928.223633
	Iteration 11Q: 3 clusters Score -1.987614e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 154161 members 
Entering Unmasked Estep 
Score: -19877420.000000 Penalty: 5928.223633
	Iteration 12Q: 3 clusters Score -1.987742e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -19877840.000000 Penalty: 5928.223633
	Iteration 13Q: 3 clusters Score -1.987784e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 154750 members 
Entering Unmasked Estep 
Score: -19878020.000000 Penalty: 5928.223633
	Iteration 14Q: 3 clusters Score -1.987802e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 154804 members 
Entering Unmasked Estep 
Score: -19878130.000000 Penalty: 5928.223633
	Iteration 15Q: 3 clusters Score -1.987813e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 154831 members 
Entering Unmasked Estep 
Score: -19878178.000000 Penalty: 5928.223633
	Iteration 16Q: 3 clusters Score -1.987818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -19878186.000000 Penalty: 5928.223633
	Iteration 17Q: 3 clusters Score -1.987819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 154840 members 
Entering Unmasked Estep 
Score: -19878230.000000 Penalty: 5928.223633
	Iteration 18Q: 3 clusters Score -1.987823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 154841 members 
Entering Unmasked Estep 
Score: -19878234.000000 Penalty: 5928.223633
	Iteration 19Q: 3 clusters Score -1.987823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 154841 members 
Entering Unmasked Estep 
Score: -19878242.000000 Penalty: 5928.223633
	Iteration 20F: 3 clusters Score -1.987824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 154846 members 
Entering Unmasked Estep 
Score: -19878260.000000 Penalty: 5928.223633
	Iteration 21Q: 3 clusters Score -1.987826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -19878258.000000 Penalty: 5928.223633
	Iteration 22Q: 3 clusters Score -1.987826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -19878258.000000 Penalty: 5928.223633
	Iteration 23F: 3 clusters Score -1.987826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -599567.000000 Penalty: 2097.076904
	Iteration 0F: 2 clusters Score -599567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -595261.000000 Penalty: 4194.153809
	Iteration 0F: 3 clusters Score -595261 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -596287.062500 Penalty: 4194.153809
	Iteration 1F: 3 clusters Score -596287.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -596530.812500 Penalty: 4194.153809
	Iteration 2F: 3 clusters Score -596530.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -596722.687500 Penalty: 4194.153809
	Iteration 3F: 3 clusters Score -596722.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -596881.250000 Penalty: 4194.153809
	Iteration 4F: 3 clusters Score -596881.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -597017.187500 Penalty: 4194.153809
	Iteration 5Q: 3 clusters Score -597017.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -597137.625000 Penalty: 4194.153809
	Iteration 6Q: 3 clusters Score -597137.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -597230.375000 Penalty: 4194.153809
	Iteration 7Q: 3 clusters Score -597230.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -597308.750000 Penalty: 4194.153809
	Iteration 8Q: 3 clusters Score -597308.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -597388.062500 Penalty: 4194.153809
	Iteration 9Q: 3 clusters Score -597388.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -597457.125000 Penalty: 4194.153809
	Iteration 10Q: 3 clusters Score -597457.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -597505.750000 Penalty: 4194.153809
	Iteration 11Q: 3 clusters Score -597505.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -597542.437500 Penalty: 4194.153809
	Iteration 12Q: 3 clusters Score -597542.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -597574.812500 Penalty: 4194.153809
	Iteration 13Q: 3 clusters Score -597574.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -597603.250000 Penalty: 4194.153809
	Iteration 14Q: 3 clusters Score -597603.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -597620.062500 Penalty: 4194.153809
	Iteration 15Q: 3 clusters Score -597620.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -597634.687500 Penalty: 4194.153809
	Iteration 16Q: 3 clusters Score -597634.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -597644.500000 Penalty: 4194.153809
	Iteration 17Q: 3 clusters Score -597644.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -597652.375000 Penalty: 4194.153809
	Iteration 18Q: 3 clusters Score -597652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -597654.875000 Penalty: 4194.153809
	Iteration 19Q: 3 clusters Score -597654.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -597658.625000 Penalty: 4194.153809
	Iteration 20F: 3 clusters Score -597658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -597660.125000 Penalty: 4194.153809
	Iteration 21Q: 3 clusters Score -597660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -597661.750000 Penalty: 4194.153809
	Iteration 22Q: 3 clusters Score -597661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -597662.062500 Penalty: 4194.153809
	Iteration 23Q: 3 clusters Score -597662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -597662.062500 Penalty: 4194.153809
	Iteration 24F: 3 clusters Score -597662.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -46529.468750 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -46529.47 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 199 members 
Entering Unmasked Estep 
Score: -45146.984375 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -45146.98 nChanged 90
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: -45431.449219 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -45431.45 nChanged 30
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: -45559.851562 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -45559.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45679.878906 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -45679.88 nChanged 13
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: -45777.195312 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -45777.2 nChanged 14
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: -45854.363281 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -45854.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46000.773438 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -46000.77 nChanged 18
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: -46154.824219 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -46154.82 nChanged 17
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: -46311.062500 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -46311.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46418.164062 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -46418.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46482.121094 Penalty: 3031.287842
	Iteration 10Q: 3 clusters Score -46482.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46561.101562 Penalty: 3031.287842
	Iteration 11Q: 3 clusters Score -46561.1 nChanged 8
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: -46760.089844 Penalty: 3031.287842
	Iteration 12Q: 3 clusters Score -46760.09 nChanged 5
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: -46904.875000 Penalty: 3031.287842
	Iteration 13Q: 3 clusters Score -46904.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46948.582031 Penalty: 3031.287842
	Iteration 14Q: 3 clusters Score -46948.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46958.914062 Penalty: 3031.287842
	Iteration 15Q: 3 clusters Score -46958.91 nChanged 3
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: -46973.640625 Penalty: 3031.287842
	Iteration 16Q: 3 clusters Score -46973.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46986.113281 Penalty: 3031.287842
	Iteration 17Q: 3 clusters Score -46986.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46986.113281 Penalty: 3031.287842
	Iteration 18F: 3 clusters Score -46986.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72497 members 
Mstep: Class 12 contains 155137 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18300 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56635 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25735 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33532 members 
Mstep: Class 33 contains 182 members 
Entering Unmasked Estep 
Score: -77989624.000000 Penalty: 109260.546875
Splitting cluster 14 changes total score from -77990936.000000 to -77989624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Entering Unmasked Estep 
Score: -371458.687500 Penalty: 1984.502075
	Iteration 0F: 2 clusters Score -371458.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -368227.625000 Penalty: 3969.004150
	Iteration 0F: 3 clusters Score -368227.6 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -368877.843750 Penalty: 3969.004150
	Iteration 1F: 3 clusters Score -368877.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -369027.375000 Penalty: 3969.004150
	Iteration 2F: 3 clusters Score -369027.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -369102.562500 Penalty: 3969.004150
	Iteration 3Q: 3 clusters Score -369102.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -369143.156250 Penalty: 3969.004150
	Iteration 4Q: 3 clusters Score -369143.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -369172.906250 Penalty: 3969.004150
	Iteration 5Q: 3 clusters Score -369172.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -369194.625000 Penalty: 3969.004150
	Iteration 6Q: 3 clusters Score -369194.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -369208.656250 Penalty: 3969.004150
	Iteration 7Q: 3 clusters Score -369208.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -369220.031250 Penalty: 3969.004150
	Iteration 8Q: 3 clusters Score -369220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -369229.093750 Penalty: 3969.004150
	Iteration 9Q: 3 clusters Score -369229.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -369237.593750 Penalty: 3969.004150
	Iteration 10Q: 3 clusters Score -369237.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -369242.406250 Penalty: 3969.004150
	Iteration 11Q: 3 clusters Score -369242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -369247.593750 Penalty: 3969.004150
	Iteration 12Q: 3 clusters Score -369247.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -369252.406250 Penalty: 3969.004150
	Iteration 13Q: 3 clusters Score -369252.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -369259.625000 Penalty: 3969.004150
	Iteration 14Q: 3 clusters Score -369259.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -369262.281250 Penalty: 3969.004150
	Iteration 15Q: 3 clusters Score -369262.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -369265.406250 Penalty: 3969.004150
	Iteration 16Q: 3 clusters Score -369265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -369268.312500 Penalty: 3969.004150
	Iteration 17Q: 3 clusters Score -369268.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -369274.937500 Penalty: 3969.004150
	Iteration 18Q: 3 clusters Score -369274.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -369279.531250 Penalty: 3969.004150
	Iteration 19Q: 3 clusters Score -369279.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -369284.125000 Penalty: 3969.004150
	Iteration 20F: 3 clusters Score -369284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -369284.375000 Penalty: 3969.004150
	Iteration 21Q: 3 clusters Score -369284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -369286.406250 Penalty: 3969.004150
	Iteration 22Q: 3 clusters Score -369286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -369286.531250 Penalty: 3969.004150
	Iteration 23Q: 3 clusters Score -369286.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -369288.812500 Penalty: 3969.004150
	Iteration 24Q: 3 clusters Score -369288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -369289.750000 Penalty: 3969.004150
	Iteration 25Q: 3 clusters Score -369289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -369291.375000 Penalty: 3969.004150
	Iteration 26Q: 3 clusters Score -369291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -369293.593750 Penalty: 3969.004150
	Iteration 27Q: 3 clusters Score -369293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -369293.718750 Penalty: 3969.004150
	Iteration 28Q: 3 clusters Score -369293.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -369295.312500 Penalty: 3969.004150
	Iteration 29Q: 3 clusters Score -369295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -369295.250000 Penalty: 3969.004150
	Iteration 30Q: 3 clusters Score -369295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -369295.093750 Penalty: 3969.004150
	Iteration 31Q: 3 clusters Score -369295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -369295.093750 Penalty: 3969.004150
	Iteration 32F: 3 clusters Score -369295.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Entering Unmasked Estep 
Score: -936947.875000 Penalty: 2221.749756
	Iteration 0F: 2 clusters Score -936947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -930683.250000 Penalty: 4443.499512
	Iteration 0F: 3 clusters Score -930683.2 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -932308.687500 Penalty: 4443.499512
	Iteration 1F: 3 clusters Score -932308.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -932583.000000 Penalty: 4443.499512
	Iteration 2F: 3 clusters Score -932583 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -932764.937500 Penalty: 4443.499512
	Iteration 3F: 3 clusters Score -932764.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -932894.750000 Penalty: 4443.499512
	Iteration 4Q: 3 clusters Score -932894.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -932976.937500 Penalty: 4443.499512
	Iteration 5Q: 3 clusters Score -932976.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -933033.562500 Penalty: 4443.499512
	Iteration 6Q: 3 clusters Score -933033.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -933095.375000 Penalty: 4443.499512
	Iteration 7Q: 3 clusters Score -933095.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -933155.875000 Penalty: 4443.499512
	Iteration 8Q: 3 clusters Score -933155.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -933210.312500 Penalty: 4443.499512
	Iteration 9Q: 3 clusters Score -933210.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -933267.812500 Penalty: 4443.499512
	Iteration 10Q: 3 clusters Score -933267.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -933314.375000 Penalty: 4443.499512
	Iteration 11Q: 3 clusters Score -933314.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -933359.312500 Penalty: 4443.499512
	Iteration 12Q: 3 clusters Score -933359.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -933400.062500 Penalty: 4443.499512
	Iteration 13Q: 3 clusters Score -933400.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -933437.312500 Penalty: 4443.499512
	Iteration 14Q: 3 clusters Score -933437.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -933480.187500 Penalty: 4443.499512
	Iteration 15Q: 3 clusters Score -933480.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -933534.875000 Penalty: 4443.499512
	Iteration 16Q: 3 clusters Score -933534.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -933594.187500 Penalty: 4443.499512
	Iteration 17Q: 3 clusters Score -933594.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -933658.312500 Penalty: 4443.499512
	Iteration 18Q: 3 clusters Score -933658.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -933722.500000 Penalty: 4443.499512
	Iteration 19Q: 3 clusters Score -933722.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -933794.562500 Penalty: 4443.499512
	Iteration 20F: 3 clusters Score -933794.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -933855.812500 Penalty: 4443.499512
	Iteration 21Q: 3 clusters Score -933855.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -933911.500000 Penalty: 4443.499512
	Iteration 22Q: 3 clusters Score -933911.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -933975.250000 Penalty: 4443.499512
	Iteration 23Q: 3 clusters Score -933975.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -934054.875000 Penalty: 4443.499512
	Iteration 24Q: 3 clusters Score -934054.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -934125.125000 Penalty: 4443.499512
	Iteration 25Q: 3 clusters Score -934125.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -934202.312500 Penalty: 4443.499512
	Iteration 26Q: 3 clusters Score -934202.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -934292.000000 Penalty: 4443.499512
	Iteration 27Q: 3 clusters Score -934292 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -934362.375000 Penalty: 4443.499512
	Iteration 28Q: 3 clusters Score -934362.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -934425.875000 Penalty: 4443.499512
	Iteration 29Q: 3 clusters Score -934425.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -934478.562500 Penalty: 4443.499512
	Iteration 30Q: 3 clusters Score -934478.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -934528.312500 Penalty: 4443.499512
	Iteration 31Q: 3 clusters Score -934528.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -934570.250000 Penalty: 4443.499512
	Iteration 32Q: 3 clusters Score -934570.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -934606.750000 Penalty: 4443.499512
	Iteration 33Q: 3 clusters Score -934606.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -934640.125000 Penalty: 4443.499512
	Iteration 34Q: 3 clusters Score -934640.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -934670.937500 Penalty: 4443.499512
	Iteration 35Q: 3 clusters Score -934670.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -934703.187500 Penalty: 4443.499512
	Iteration 36Q: 3 clusters Score -934703.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -934731.312500 Penalty: 4443.499512
	Iteration 37Q: 3 clusters Score -934731.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -934763.937500 Penalty: 4443.499512
	Iteration 38Q: 3 clusters Score -934763.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -934793.250000 Penalty: 4443.499512
	Iteration 39Q: 3 clusters Score -934793.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -934815.312500 Penalty: 4443.499512
	Iteration 40F: 3 clusters Score -934815.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -934837.125000 Penalty: 4443.499512
	Iteration 41Q: 3 clusters Score -934837.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -934851.312500 Penalty: 4443.499512
	Iteration 42Q: 3 clusters Score -934851.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -934871.125000 Penalty: 4443.499512
	Iteration 43Q: 3 clusters Score -934871.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -934885.687500 Penalty: 4443.499512
	Iteration 44Q: 3 clusters Score -934885.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -934902.062500 Penalty: 4443.499512
	Iteration 45Q: 3 clusters Score -934902.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -934914.375000 Penalty: 4443.499512
	Iteration 46Q: 3 clusters Score -934914.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -934918.687500 Penalty: 4443.499512
	Iteration 47Q: 3 clusters Score -934918.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -934923.875000 Penalty: 4443.499512
	Iteration 48Q: 3 clusters Score -934923.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -934931.812500 Penalty: 4443.499512
	Iteration 49Q: 3 clusters Score -934931.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -934939.000000 Penalty: 4443.499512
	Iteration 50Q: 3 clusters Score -934939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -934943.500000 Penalty: 4443.499512
	Iteration 51Q: 3 clusters Score -934943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -934954.187500 Penalty: 4443.499512
	Iteration 52Q: 3 clusters Score -934954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -934957.437500 Penalty: 4443.499512
	Iteration 53Q: 3 clusters Score -934957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -934958.062500 Penalty: 4443.499512
	Iteration 54Q: 3 clusters Score -934958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -934957.187500 Penalty: 4443.499512
	Iteration 55Q: 3 clusters Score -934957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -934961.500000 Penalty: 4443.499512
	Iteration 56Q: 3 clusters Score -934961.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -934962.250000 Penalty: 4443.499512
	Iteration 57Q: 3 clusters Score -934962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -934962.437500 Penalty: 4443.499512
	Iteration 58Q: 3 clusters Score -934962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -934962.437500 Penalty: 4443.499512
	Iteration 59F: 3 clusters Score -934962.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Entering Unmasked Estep 
Score: -3138721.500000 Penalty: 2512.769775
	Iteration 0F: 2 clusters Score -3138722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3121364.500000 Penalty: 5025.539551
	Iteration 0F: 3 clusters Score -3121364 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3127932.250000 Penalty: 5025.539551
	Iteration 1F: 3 clusters Score -3127932 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3129504.500000 Penalty: 5025.539551
	Iteration 2F: 3 clusters Score -3129504 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3131733.250000 Penalty: 5025.539551
	Iteration 3F: 3 clusters Score -3131733 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3134082.250000 Penalty: 5025.539551
	Iteration 4F: 3 clusters Score -3134082 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3135864.750000 Penalty: 5025.539551
	Iteration 5F: 3 clusters Score -3135865 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3136966.750000 Penalty: 5025.539551
	Iteration 6F: 3 clusters Score -3136967 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3137586.500000 Penalty: 5025.539551
	Iteration 7Q: 3 clusters Score -3137586 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3137988.750000 Penalty: 5025.539551
	Iteration 8Q: 3 clusters Score -3137989 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3138216.750000 Penalty: 5025.539551
	Iteration 9Q: 3 clusters Score -3138217 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3138358.000000 Penalty: 5025.539551
	Iteration 10Q: 3 clusters Score -3138358 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3138472.250000 Penalty: 5025.539551
	Iteration 11Q: 3 clusters Score -3138472 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3138571.500000 Penalty: 5025.539551
	Iteration 12Q: 3 clusters Score -3138572 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3138627.250000 Penalty: 5025.539551
	Iteration 13Q: 3 clusters Score -3138627 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3138664.500000 Penalty: 5025.539551
	Iteration 14Q: 3 clusters Score -3138664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3138702.000000 Penalty: 5025.539551
	Iteration 15Q: 3 clusters Score -3138702 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3138736.750000 Penalty: 5025.539551
	Iteration 16Q: 3 clusters Score -3138737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3138762.250000 Penalty: 5025.539551
	Iteration 17Q: 3 clusters Score -3138762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3138780.500000 Penalty: 5025.539551
	Iteration 18Q: 3 clusters Score -3138780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3138790.000000 Penalty: 5025.539551
	Iteration 19Q: 3 clusters Score -3138790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3138803.750000 Penalty: 5025.539551
	Iteration 20F: 3 clusters Score -3138804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3138821.500000 Penalty: 5025.539551
	Iteration 21Q: 3 clusters Score -3138822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3138847.500000 Penalty: 5025.539551
	Iteration 22Q: 3 clusters Score -3138848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3138877.000000 Penalty: 5025.539551
	Iteration 23Q: 3 clusters Score -3138877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3138876.250000 Penalty: 5025.539551
	Iteration 24Q: 3 clusters Score -3138876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3138887.250000 Penalty: 5025.539551
	Iteration 25Q: 3 clusters Score -3138887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3138887.250000 Penalty: 5025.539551
	Iteration 26Q: 3 clusters Score -3138887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3138891.750000 Penalty: 5025.539551
	Iteration 27Q: 3 clusters Score -3138892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3138896.500000 Penalty: 5025.539551
	Iteration 28Q: 3 clusters Score -3138896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3138899.000000 Penalty: 5025.539551
	Iteration 29Q: 3 clusters Score -3138899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3138896.750000 Penalty: 5025.539551
	Iteration 30Q: 3 clusters Score -3138897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3138899.250000 Penalty: 5025.539551
	Iteration 31Q: 3 clusters Score -3138899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3138901.250000 Penalty: 5025.539551
	Iteration 32Q: 3 clusters Score -3138901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3138899.250000 Penalty: 5025.539551
	Iteration 33Q: 3 clusters Score -3138899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3138899.250000 Penalty: 5025.539551
	Iteration 34F: 3 clusters Score -3138899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72497 members 
Mstep: Class 12 contains 155137 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 23591 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18300 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56635 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25735 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33532 members 
Mstep: Class 33 contains 1547 members 
Entering Unmasked Estep 
Score: -77990336.000000 Penalty: 109260.546875
Splitting cluster 17 changes total score from -77990936.000000 to -77990336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -71006.187500 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -71006.19 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 327 members 
Entering Unmasked Estep 
Score: -69408.312500 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -69408.31 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69772.000000 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -69772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70042.085938 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -70042.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70194.453125 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -70194.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70309.945312 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -70309.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70457.195312 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -70457.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70595.718750 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -70595.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70655.101562 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -70655.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70739.007812 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -70739.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70858.234375 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -70858.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70961.539062 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -70961.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71022.695312 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -71022.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -71048.953125 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -71048.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71076.804688 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -71076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71076.804688 Penalty: 3217.135742
	Iteration 14F: 3 clusters Score -71076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72497 members 
Mstep: Class 12 contains 155137 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 258 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18300 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56635 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25735 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33532 members 
Mstep: Class 33 contains 398 members 
Entering Unmasked Estep 
Score: -77989336.000000 Penalty: 109260.546875
Splitting cluster 18 changes total score from -77990936.000000 to -77989336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -652396.500000 Penalty: 2116.688232
	Iteration 0F: 2 clusters Score -652396.5 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 2543 members 
Entering Unmasked Estep 
Score: -647818.500000 Penalty: 4233.376465
	Iteration 0F: 3 clusters Score -647818.5 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -648976.062500 Penalty: 4233.376465
	Iteration 1F: 3 clusters Score -648976.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -649205.437500 Penalty: 4233.376465
	Iteration 2F: 3 clusters Score -649205.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -649334.875000 Penalty: 4233.376465
	Iteration 3Q: 3 clusters Score -649334.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -649443.687500 Penalty: 4233.376465
	Iteration 4Q: 3 clusters Score -649443.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -649557.437500 Penalty: 4233.376465
	Iteration 5Q: 3 clusters Score -649557.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -649674.562500 Penalty: 4233.376465
	Iteration 6Q: 3 clusters Score -649674.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -649808.812500 Penalty: 4233.376465
	Iteration 7Q: 3 clusters Score -649808.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -649975.125000 Penalty: 4233.376465
	Iteration 8Q: 3 clusters Score -649975.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -650145.562500 Penalty: 4233.376465
	Iteration 9Q: 3 clusters Score -650145.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -650312.687500 Penalty: 4233.376465
	Iteration 10Q: 3 clusters Score -650312.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -650509.062500 Penalty: 4233.376465
	Iteration 11Q: 3 clusters Score -650509.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -650673.250000 Penalty: 4233.376465
	Iteration 12Q: 3 clusters Score -650673.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -650802.437500 Penalty: 4233.376465
	Iteration 13Q: 3 clusters Score -650802.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -650894.437500 Penalty: 4233.376465
	Iteration 14Q: 3 clusters Score -650894.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -650982.250000 Penalty: 4233.376465
	Iteration 15Q: 3 clusters Score -650982.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -651044.562500 Penalty: 4233.376465
	Iteration 16Q: 3 clusters Score -651044.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -651087.562500 Penalty: 4233.376465
	Iteration 17Q: 3 clusters Score -651087.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -651125.000000 Penalty: 4233.376465
	Iteration 18Q: 3 clusters Score -651125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -651140.937500 Penalty: 4233.376465
	Iteration 19Q: 3 clusters Score -651140.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -651157.125000 Penalty: 4233.376465
	Iteration 20F: 3 clusters Score -651157.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -651168.687500 Penalty: 4233.376465
	Iteration 21Q: 3 clusters Score -651168.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -651175.562500 Penalty: 4233.376465
	Iteration 22Q: 3 clusters Score -651175.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -651182.437500 Penalty: 4233.376465
	Iteration 23Q: 3 clusters Score -651182.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -651189.437500 Penalty: 4233.376465
	Iteration 24Q: 3 clusters Score -651189.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -651196.000000 Penalty: 4233.376465
	Iteration 25Q: 3 clusters Score -651196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -651201.937500 Penalty: 4233.376465
	Iteration 26Q: 3 clusters Score -651201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -651204.000000 Penalty: 4233.376465
	Iteration 27Q: 3 clusters Score -651204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -651207.125000 Penalty: 4233.376465
	Iteration 28Q: 3 clusters Score -651207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -651209.062500 Penalty: 4233.376465
	Iteration 29Q: 3 clusters Score -651209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -651211.312500 Penalty: 4233.376465
	Iteration 30Q: 3 clusters Score -651211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -651214.187500 Penalty: 4233.376465
	Iteration 31Q: 3 clusters Score -651214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -651215.875000 Penalty: 4233.376465
	Iteration 32Q: 3 clusters Score -651215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -651217.375000 Penalty: 4233.376465
	Iteration 33Q: 3 clusters Score -651217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -651218.875000 Penalty: 4233.376465
	Iteration 34Q: 3 clusters Score -651218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -651220.625000 Penalty: 4233.376465
	Iteration 35Q: 3 clusters Score -651220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -651220.625000 Penalty: 4233.376465
	Iteration 36F: 3 clusters Score -651220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -329356.312500 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -329356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -326388.437500 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -326388.4 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -327204.500000 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -327204.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -327462.875000 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -327462.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -327737.687500 Penalty: 3946.412354
	Iteration 3F: 3 clusters Score -327737.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -327993.218750 Penalty: 3946.412354
	Iteration 4F: 3 clusters Score -327993.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -328189.187500 Penalty: 3946.412354
	Iteration 5F: 3 clusters Score -328189.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -328347.156250 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -328347.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -328455.062500 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -328455.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -328532.406250 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -328532.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -328586.375000 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -328586.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -328623.218750 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -328623.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -328643.031250 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -328643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -328654.593750 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -328654.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -328663.031250 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -328663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -328669.156250 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -328669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -328674.218750 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -328674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -328678.062500 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -328678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -328686.937500 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -328686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -328693.062500 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -328693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -328732.687500 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -328732.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -328763.281250 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -328763.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -328781.000000 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -328781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -328787.000000 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -328787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -328788.843750 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -328788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -328790.093750 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -328790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -328791.125000 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -328791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -328791.125000 Penalty: 3946.412354
	Iteration 26F: 3 clusters Score -328791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Entering Unmasked Estep 
Score: -2342852.000000 Penalty: 2434.034668
	Iteration 0F: 2 clusters Score -2342852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2329784.000000 Penalty: 4868.069336
	Iteration 0F: 3 clusters Score -2329784 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2334085.500000 Penalty: 4868.069336
	Iteration 1F: 3 clusters Score -2334086 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2334489.500000 Penalty: 4868.069336
	Iteration 2F: 3 clusters Score -2334490 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2334819.250000 Penalty: 4868.069336
	Iteration 3Q: 3 clusters Score -2334819 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2335102.250000 Penalty: 4868.069336
	Iteration 4Q: 3 clusters Score -2335102 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2335386.250000 Penalty: 4868.069336
	Iteration 5Q: 3 clusters Score -2335386 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2335653.000000 Penalty: 4868.069336
	Iteration 6Q: 3 clusters Score -2335653 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2335981.500000 Penalty: 4868.069336
	Iteration 7Q: 3 clusters Score -2335982 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2336389.250000 Penalty: 4868.069336
	Iteration 8Q: 3 clusters Score -2336389 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2336845.500000 Penalty: 4868.069336
	Iteration 9Q: 3 clusters Score -2336846 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2337355.750000 Penalty: 4868.069336
	Iteration 10Q: 3 clusters Score -2337356 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2337980.250000 Penalty: 4868.069336
	Iteration 11Q: 3 clusters Score -2337980 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2338633.750000 Penalty: 4868.069336
	Iteration 12Q: 3 clusters Score -2338634 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2339300.250000 Penalty: 4868.069336
	Iteration 13Q: 3 clusters Score -2339300 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2339933.250000 Penalty: 4868.069336
	Iteration 14Q: 3 clusters Score -2339933 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2340434.000000 Penalty: 4868.069336
	Iteration 15Q: 3 clusters Score -2340434 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2340744.750000 Penalty: 4868.069336
	Iteration 16Q: 3 clusters Score -2340745 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2340918.000000 Penalty: 4868.069336
	Iteration 17Q: 3 clusters Score -2340918 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2341029.500000 Penalty: 4868.069336
	Iteration 18Q: 3 clusters Score -2341030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2341086.000000 Penalty: 4868.069336
	Iteration 19Q: 3 clusters Score -2341086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2341128.500000 Penalty: 4868.069336
	Iteration 20F: 3 clusters Score -2341128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2341153.250000 Penalty: 4868.069336
	Iteration 21Q: 3 clusters Score -2341153 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2341182.750000 Penalty: 4868.069336
	Iteration 22Q: 3 clusters Score -2341183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2341197.750000 Penalty: 4868.069336
	Iteration 23Q: 3 clusters Score -2341198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2341206.250000 Penalty: 4868.069336
	Iteration 24Q: 3 clusters Score -2341206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2341205.500000 Penalty: 4868.069336
	Iteration 25Q: 3 clusters Score -2341206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2341207.000000 Penalty: 4868.069336
	Iteration 26Q: 3 clusters Score -2341207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2341215.500000 Penalty: 4868.069336
	Iteration 27Q: 3 clusters Score -2341216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2341225.500000 Penalty: 4868.069336
	Iteration 28Q: 3 clusters Score -2341226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2341227.500000 Penalty: 4868.069336
	Iteration 29Q: 3 clusters Score -2341228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2341232.000000 Penalty: 4868.069336
	Iteration 30Q: 3 clusters Score -2341232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2341232.750000 Penalty: 4868.069336
	Iteration 31Q: 3 clusters Score -2341233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2341239.000000 Penalty: 4868.069336
	Iteration 32Q: 3 clusters Score -2341239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2341236.500000 Penalty: 4868.069336
	Iteration 33Q: 3 clusters Score -2341236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2341237.250000 Penalty: 4868.069336
	Iteration 34Q: 3 clusters Score -2341237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2341237.500000 Penalty: 4868.069336
	Iteration 35Q: 3 clusters Score -2341238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2341237.500000 Penalty: 4868.069336
	Iteration 36F: 3 clusters Score -2341238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Entering Unmasked Estep 
Score: -2408730.250000 Penalty: 2442.022461
	Iteration 0F: 2 clusters Score -2408730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2395485.000000 Penalty: 4884.044922
	Iteration 0F: 3 clusters Score -2395485 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2399915.000000 Penalty: 4884.044922
	Iteration 1F: 3 clusters Score -2399915 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2400360.000000 Penalty: 4884.044922
	Iteration 2F: 3 clusters Score -2400360 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2400776.750000 Penalty: 4884.044922
	Iteration 3Q: 3 clusters Score -2400777 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2401153.250000 Penalty: 4884.044922
	Iteration 4Q: 3 clusters Score -2401153 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2401489.500000 Penalty: 4884.044922
	Iteration 5Q: 3 clusters Score -2401490 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2401810.750000 Penalty: 4884.044922
	Iteration 6Q: 3 clusters Score -2401811 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2402137.500000 Penalty: 4884.044922
	Iteration 7Q: 3 clusters Score -2402138 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2402439.500000 Penalty: 4884.044922
	Iteration 8Q: 3 clusters Score -2402440 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2402754.500000 Penalty: 4884.044922
	Iteration 9Q: 3 clusters Score -2402754 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2403134.750000 Penalty: 4884.044922
	Iteration 10Q: 3 clusters Score -2403135 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2403558.000000 Penalty: 4884.044922
	Iteration 11Q: 3 clusters Score -2403558 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2403959.750000 Penalty: 4884.044922
	Iteration 12Q: 3 clusters Score -2403960 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2404328.000000 Penalty: 4884.044922
	Iteration 13Q: 3 clusters Score -2404328 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2404599.750000 Penalty: 4884.044922
	Iteration 14Q: 3 clusters Score -2404600 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2404782.000000 Penalty: 4884.044922
	Iteration 15Q: 3 clusters Score -2404782 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2404916.500000 Penalty: 4884.044922
	Iteration 16Q: 3 clusters Score -2404916 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2405022.750000 Penalty: 4884.044922
	Iteration 17Q: 3 clusters Score -2405023 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2405106.250000 Penalty: 4884.044922
	Iteration 18Q: 3 clusters Score -2405106 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2405171.500000 Penalty: 4884.044922
	Iteration 19Q: 3 clusters Score -2405172 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2405220.000000 Penalty: 4884.044922
	Iteration 20F: 3 clusters Score -2405220 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2405270.250000 Penalty: 4884.044922
	Iteration 21Q: 3 clusters Score -2405270 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2405299.250000 Penalty: 4884.044922
	Iteration 22Q: 3 clusters Score -2405299 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2405339.500000 Penalty: 4884.044922
	Iteration 23Q: 3 clusters Score -2405340 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2405371.500000 Penalty: 4884.044922
	Iteration 24Q: 3 clusters Score -2405372 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2405401.750000 Penalty: 4884.044922
	Iteration 25Q: 3 clusters Score -2405402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2405433.250000 Penalty: 4884.044922
	Iteration 26Q: 3 clusters Score -2405433 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2405464.750000 Penalty: 4884.044922
	Iteration 27Q: 3 clusters Score -2405465 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2405504.750000 Penalty: 4884.044922
	Iteration 28Q: 3 clusters Score -2405505 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2405528.500000 Penalty: 4884.044922
	Iteration 29Q: 3 clusters Score -2405528 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2405546.750000 Penalty: 4884.044922
	Iteration 30Q: 3 clusters Score -2405547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2405583.000000 Penalty: 4884.044922
	Iteration 31Q: 3 clusters Score -2405583 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2405613.750000 Penalty: 4884.044922
	Iteration 32Q: 3 clusters Score -2405614 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2405645.500000 Penalty: 4884.044922
	Iteration 33Q: 3 clusters Score -2405646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2405687.750000 Penalty: 4884.044922
	Iteration 34Q: 3 clusters Score -2405688 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2405729.500000 Penalty: 4884.044922
	Iteration 35Q: 3 clusters Score -2405730 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2405765.500000 Penalty: 4884.044922
	Iteration 36Q: 3 clusters Score -2405766 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2405810.750000 Penalty: 4884.044922
	Iteration 37Q: 3 clusters Score -2405811 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2405843.750000 Penalty: 4884.044922
	Iteration 38Q: 3 clusters Score -2405844 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2405884.750000 Penalty: 4884.044922
	Iteration 39Q: 3 clusters Score -2405885 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2405915.750000 Penalty: 4884.044922
	Iteration 40F: 3 clusters Score -2405916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2405946.500000 Penalty: 4884.044922
	Iteration 41Q: 3 clusters Score -2405946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2405967.000000 Penalty: 4884.044922
	Iteration 42Q: 3 clusters Score -2405967 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2406000.500000 Penalty: 4884.044922
	Iteration 43Q: 3 clusters Score -2406000 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2406039.750000 Penalty: 4884.044922
	Iteration 44Q: 3 clusters Score -2406040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2406075.750000 Penalty: 4884.044922
	Iteration 45Q: 3 clusters Score -2406076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2406091.750000 Penalty: 4884.044922
	Iteration 46Q: 3 clusters Score -2406092 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2406112.750000 Penalty: 4884.044922
	Iteration 47Q: 3 clusters Score -2406113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2406134.750000 Penalty: 4884.044922
	Iteration 48Q: 3 clusters Score -2406135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2406147.000000 Penalty: 4884.044922
	Iteration 49Q: 3 clusters Score -2406147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2406158.000000 Penalty: 4884.044922
	Iteration 50Q: 3 clusters Score -2406158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2406165.500000 Penalty: 4884.044922
	Iteration 51Q: 3 clusters Score -2406166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2406173.500000 Penalty: 4884.044922
	Iteration 52Q: 3 clusters Score -2406174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2406186.250000 Penalty: 4884.044922
	Iteration 53Q: 3 clusters Score -2406186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2406208.750000 Penalty: 4884.044922
	Iteration 54Q: 3 clusters Score -2406209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2406225.750000 Penalty: 4884.044922
	Iteration 55Q: 3 clusters Score -2406226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2406238.500000 Penalty: 4884.044922
	Iteration 56Q: 3 clusters Score -2406238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2406252.000000 Penalty: 4884.044922
	Iteration 57Q: 3 clusters Score -2406252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2406268.750000 Penalty: 4884.044922
	Iteration 58Q: 3 clusters Score -2406269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2406282.250000 Penalty: 4884.044922
	Iteration 59Q: 3 clusters Score -2406282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2406291.750000 Penalty: 4884.044922
	Iteration 60F: 3 clusters Score -2406292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2406311.000000 Penalty: 4884.044922
	Iteration 61Q: 3 clusters Score -2406311 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2406330.750000 Penalty: 4884.044922
	Iteration 62Q: 3 clusters Score -2406331 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2406357.500000 Penalty: 4884.044922
	Iteration 63Q: 3 clusters Score -2406358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2406390.500000 Penalty: 4884.044922
	Iteration 64Q: 3 clusters Score -2406390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2406410.500000 Penalty: 4884.044922
	Iteration 65Q: 3 clusters Score -2406410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2406440.000000 Penalty: 4884.044922
	Iteration 66Q: 3 clusters Score -2406440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2406471.000000 Penalty: 4884.044922
	Iteration 67Q: 3 clusters Score -2406471 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2406501.000000 Penalty: 4884.044922
	Iteration 68Q: 3 clusters Score -2406501 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2406521.500000 Penalty: 4884.044922
	Iteration 69Q: 3 clusters Score -2406522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2406553.250000 Penalty: 4884.044922
	Iteration 70Q: 3 clusters Score -2406553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2406581.500000 Penalty: 4884.044922
	Iteration 71Q: 3 clusters Score -2406582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2406607.250000 Penalty: 4884.044922
	Iteration 72Q: 3 clusters Score -2406607 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2406630.250000 Penalty: 4884.044922
	Iteration 73Q: 3 clusters Score -2406630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2406647.500000 Penalty: 4884.044922
	Iteration 74Q: 3 clusters Score -2406648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2406662.750000 Penalty: 4884.044922
	Iteration 75Q: 3 clusters Score -2406663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2406679.500000 Penalty: 4884.044922
	Iteration 76Q: 3 clusters Score -2406680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2406691.250000 Penalty: 4884.044922
	Iteration 77Q: 3 clusters Score -2406691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2406697.000000 Penalty: 4884.044922
	Iteration 78Q: 3 clusters Score -2406697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2406698.250000 Penalty: 4884.044922
	Iteration 79Q: 3 clusters Score -2406698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2406703.250000 Penalty: 4884.044922
	Iteration 80F: 3 clusters Score -2406703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2406710.250000 Penalty: 4884.044922
	Iteration 81Q: 3 clusters Score -2406710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2406721.500000 Penalty: 4884.044922
	Iteration 82Q: 3 clusters Score -2406722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2406719.250000 Penalty: 4884.044922
	Iteration 83Q: 3 clusters Score -2406719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2406723.500000 Penalty: 4884.044922
	Iteration 84Q: 3 clusters Score -2406724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2406738.500000 Penalty: 4884.044922
	Iteration 85Q: 3 clusters Score -2406738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2406744.500000 Penalty: 4884.044922
	Iteration 86Q: 3 clusters Score -2406744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2406755.250000 Penalty: 4884.044922
	Iteration 87Q: 3 clusters Score -2406755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2406759.000000 Penalty: 4884.044922
	Iteration 88Q: 3 clusters Score -2406759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2406762.750000 Penalty: 4884.044922
	Iteration 89Q: 3 clusters Score -2406763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2406770.500000 Penalty: 4884.044922
	Iteration 90Q: 3 clusters Score -2406770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2406772.500000 Penalty: 4884.044922
	Iteration 91Q: 3 clusters Score -2406772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2406777.500000 Penalty: 4884.044922
	Iteration 92Q: 3 clusters Score -2406778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2406779.750000 Penalty: 4884.044922
	Iteration 93Q: 3 clusters Score -2406780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2406786.250000 Penalty: 4884.044922
	Iteration 94Q: 3 clusters Score -2406786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2406786.000000 Penalty: 4884.044922
	Iteration 95Q: 3 clusters Score -2406786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2406792.750000 Penalty: 4884.044922
	Iteration 96Q: 3 clusters Score -2406793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2406800.250000 Penalty: 4884.044922
	Iteration 97Q: 3 clusters Score -2406800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2406799.250000 Penalty: 4884.044922
	Iteration 98Q: 3 clusters Score -2406799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2406795.750000 Penalty: 4884.044922
	Iteration 99Q: 3 clusters Score -2406796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2406801.500000 Penalty: 4884.044922
	Iteration 100F: 3 clusters Score -2406802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2406799.750000 Penalty: 4884.044922
	Iteration 101Q: 3 clusters Score -2406800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2406801.750000 Penalty: 4884.044922
	Iteration 102Q: 3 clusters Score -2406802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2406801.750000 Penalty: 4884.044922
	Iteration 103F: 3 clusters Score -2406802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -352673.468750 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -352673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -349518.093750 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -349518.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -350123.781250 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -350123.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -350241.281250 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -350241.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -350305.843750 Penalty: 3945.716797
	Iteration 3Q: 3 clusters Score -350305.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -350365.187500 Penalty: 3945.716797
	Iteration 4Q: 3 clusters Score -350365.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -350409.312500 Penalty: 3945.716797
	Iteration 5Q: 3 clusters Score -350409.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -350443.718750 Penalty: 3945.716797
	Iteration 6Q: 3 clusters Score -350443.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -350468.218750 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -350468.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -350485.750000 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -350485.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -350502.062500 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -350502.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -350515.625000 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -350515.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -350528.281250 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -350528.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -350537.187500 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -350537.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -350545.687500 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -350545.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -350553.843750 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -350553.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -350560.531250 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -350560.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -350572.156250 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -350572.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -350581.531250 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -350581.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -350594.718750 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -350594.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -350614.468750 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -350614.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -350628.968750 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -350629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -350643.312500 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -350643.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -350658.000000 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -350658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -350675.937500 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -350675.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -350696.187500 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -350696.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -350715.281250 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -350715.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -350735.218750 Penalty: 3945.716797
	Iteration 26Q: 3 clusters Score -350735.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -350749.687500 Penalty: 3945.716797
	Iteration 27Q: 3 clusters Score -350749.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -350760.593750 Penalty: 3945.716797
	Iteration 28Q: 3 clusters Score -350760.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -350770.093750 Penalty: 3945.716797
	Iteration 29Q: 3 clusters Score -350770.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -350774.218750 Penalty: 3945.716797
	Iteration 30Q: 3 clusters Score -350774.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -350775.968750 Penalty: 3945.716797
	Iteration 31Q: 3 clusters Score -350776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -350777.312500 Penalty: 3945.716797
	Iteration 32Q: 3 clusters Score -350777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -350778.187500 Penalty: 3945.716797
	Iteration 33Q: 3 clusters Score -350778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -350780.031250 Penalty: 3945.716797
	Iteration 34Q: 3 clusters Score -350780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -350783.031250 Penalty: 3945.716797
	Iteration 35Q: 3 clusters Score -350783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -350788.125000 Penalty: 3945.716797
	Iteration 36Q: 3 clusters Score -350788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -350792.906250 Penalty: 3945.716797
	Iteration 37Q: 3 clusters Score -350792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -350795.531250 Penalty: 3945.716797
	Iteration 38Q: 3 clusters Score -350795.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -350798.000000 Penalty: 3945.716797
	Iteration 39Q: 3 clusters Score -350798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -350801.250000 Penalty: 3945.716797
	Iteration 40F: 3 clusters Score -350801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -350805.875000 Penalty: 3945.716797
	Iteration 41Q: 3 clusters Score -350805.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -350811.625000 Penalty: 3945.716797
	Iteration 42Q: 3 clusters Score -350811.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -350816.343750 Penalty: 3945.716797
	Iteration 43Q: 3 clusters Score -350816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -350818.562500 Penalty: 3945.716797
	Iteration 44Q: 3 clusters Score -350818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -350821.250000 Penalty: 3945.716797
	Iteration 45Q: 3 clusters Score -350821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -350825.687500 Penalty: 3945.716797
	Iteration 46Q: 3 clusters Score -350825.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -350831.000000 Penalty: 3945.716797
	Iteration 47Q: 3 clusters Score -350831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -350837.312500 Penalty: 3945.716797
	Iteration 48Q: 3 clusters Score -350837.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -350846.343750 Penalty: 3945.716797
	Iteration 49Q: 3 clusters Score -350846.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -350850.312500 Penalty: 3945.716797
	Iteration 50Q: 3 clusters Score -350850.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -350855.625000 Penalty: 3945.716797
	Iteration 51Q: 3 clusters Score -350855.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -350862.781250 Penalty: 3945.716797
	Iteration 52Q: 3 clusters Score -350862.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -350869.593750 Penalty: 3945.716797
	Iteration 53Q: 3 clusters Score -350869.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -350873.312500 Penalty: 3945.716797
	Iteration 54Q: 3 clusters Score -350873.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -350879.593750 Penalty: 3945.716797
	Iteration 55Q: 3 clusters Score -350879.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -350884.250000 Penalty: 3945.716797
	Iteration 56Q: 3 clusters Score -350884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -350886.125000 Penalty: 3945.716797
	Iteration 57Q: 3 clusters Score -350886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -350888.250000 Penalty: 3945.716797
	Iteration 58Q: 3 clusters Score -350888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -350888.250000 Penalty: 3945.716797
	Iteration 59F: 3 clusters Score -350888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Entering Unmasked Estep 
Score: -7248232.500000 Penalty: 2714.206787
	Iteration 0F: 2 clusters Score -7248232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -7210087.500000 Penalty: 5428.413574
	Iteration 0F: 3 clusters Score -7210088 nChanged 26236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -7224777.500000 Penalty: 5428.413574
	Iteration 1F: 3 clusters Score -7224778 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -7225450.500000 Penalty: 5428.413574
	Iteration 2Q: 3 clusters Score -7225450 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -7226182.000000 Penalty: 5428.413574
	Iteration 3Q: 3 clusters Score -7226182 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -7227058.000000 Penalty: 5428.413574
	Iteration 4Q: 3 clusters Score -7227058 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -7228255.000000 Penalty: 5428.413574
	Iteration 5Q: 3 clusters Score -7228255 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -7229878.500000 Penalty: 5428.413574
	Iteration 6F: 3 clusters Score -7229878 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -7231781.500000 Penalty: 5428.413574
	Iteration 7F: 3 clusters Score -7231782 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -7234078.500000 Penalty: 5428.413574
	Iteration 8F: 3 clusters Score -7234078 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -7236491.500000 Penalty: 5428.413574
	Iteration 9F: 3 clusters Score -7236492 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -7239012.000000 Penalty: 5428.413574
	Iteration 10F: 3 clusters Score -7239012 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -7241541.000000 Penalty: 5428.413574
	Iteration 11F: 3 clusters Score -7241541 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -7243547.000000 Penalty: 5428.413574
	Iteration 12Q: 3 clusters Score -7243547 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -7244719.500000 Penalty: 5428.413574
	Iteration 13Q: 3 clusters Score -7244720 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -7245391.000000 Penalty: 5428.413574
	Iteration 14Q: 3 clusters Score -7245391 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -7245716.000000 Penalty: 5428.413574
	Iteration 15Q: 3 clusters Score -7245716 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -7245900.000000 Penalty: 5428.413574
	Iteration 16Q: 3 clusters Score -7245900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -7245993.000000 Penalty: 5428.413574
	Iteration 17Q: 3 clusters Score -7245993 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -7246082.500000 Penalty: 5428.413574
	Iteration 18Q: 3 clusters Score -7246082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -7246132.000000 Penalty: 5428.413574
	Iteration 19Q: 3 clusters Score -7246132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -7246186.000000 Penalty: 5428.413574
	Iteration 20F: 3 clusters Score -7246186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -7246209.500000 Penalty: 5428.413574
	Iteration 21Q: 3 clusters Score -7246210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -7246217.500000 Penalty: 5428.413574
	Iteration 22Q: 3 clusters Score -7246218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -7246226.500000 Penalty: 5428.413574
	Iteration 23Q: 3 clusters Score -7246226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -7246231.500000 Penalty: 5428.413574
	Iteration 24Q: 3 clusters Score -7246232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -7246242.500000 Penalty: 5428.413574
	Iteration 25Q: 3 clusters Score -7246242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -7246242.000000 Penalty: 5428.413574
	Iteration 26Q: 3 clusters Score -7246242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -7246257.500000 Penalty: 5428.413574
	Iteration 27Q: 3 clusters Score -7246258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -7246278.000000 Penalty: 5428.413574
	Iteration 28Q: 3 clusters Score -7246278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -7246278.000000 Penalty: 5428.413574
	Iteration 29Q: 3 clusters Score -7246278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -7246283.000000 Penalty: 5428.413574
	Iteration 30Q: 3 clusters Score -7246283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -7246281.500000 Penalty: 5428.413574
	Iteration 31Q: 3 clusters Score -7246282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -7246280.500000 Penalty: 5428.413574
	Iteration 32Q: 3 clusters Score -7246280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -7246280.500000 Penalty: 5428.413574
	Iteration 33F: 3 clusters Score -7246280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -118451.078125 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -118451.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116512.101562 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -116512.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116913.437500 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -116913.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117098.070312 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -117098.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -117221.539062 Penalty: 3411.138916
	Iteration 3F: 3 clusters Score -117221.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -117314.804688 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -117314.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -117370.609375 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -117370.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117455.140625 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -117455.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -117543.710938 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -117543.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -117627.140625 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -117627.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -117730.015625 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -117730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117800.562500 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -117800.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117842.976562 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -117843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117861.210938 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -117861.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117884.375000 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -117884.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -117912.937500 Penalty: 3411.138916
	Iteration 14Q: 3 clusters Score -117912.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -117925.375000 Penalty: 3411.138916
	Iteration 15Q: 3 clusters Score -117925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117937.281250 Penalty: 3411.138916
	Iteration 16Q: 3 clusters Score -117937.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117963.359375 Penalty: 3411.138916
	Iteration 17Q: 3 clusters Score -117963.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -117985.468750 Penalty: 3411.138916
	Iteration 18Q: 3 clusters Score -117985.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -117998.820312 Penalty: 3411.138916
	Iteration 19Q: 3 clusters Score -117998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -118001.937500 Penalty: 3411.138916
	Iteration 20F: 3 clusters Score -118001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -118005.304688 Penalty: 3411.138916
	Iteration 21Q: 3 clusters Score -118005.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -118005.304688 Penalty: 3411.138916
	Iteration 22F: 3 clusters Score -118005.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -266199.968750 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -266200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -263511.281250 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -263511.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -264012.312500 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -264012.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -264147.125000 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -264147.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -264218.750000 Penalty: 3782.537109
	Iteration 3Q: 3 clusters Score -264218.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -264267.031250 Penalty: 3782.537109
	Iteration 4Q: 3 clusters Score -264267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -264294.000000 Penalty: 3782.537109
	Iteration 5Q: 3 clusters Score -264294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -264321.312500 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -264321.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -264336.281250 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -264336.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -264345.687500 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -264345.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -264354.531250 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -264354.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -264360.125000 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -264360.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -264368.437500 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -264368.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -264372.906250 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -264372.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -264381.843750 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -264381.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -264387.531250 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -264387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -264392.750000 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -264392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -264396.906250 Penalty: 3782.537109
	Iteration 16Q: 3 clusters Score -264396.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -264399.500000 Penalty: 3782.537109
	Iteration 17Q: 3 clusters Score -264399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -264404.281250 Penalty: 3782.537109
	Iteration 18Q: 3 clusters Score -264404.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -264410.218750 Penalty: 3782.537109
	Iteration 19Q: 3 clusters Score -264410.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -264415.750000 Penalty: 3782.537109
	Iteration 20F: 3 clusters Score -264415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -264419.312500 Penalty: 3782.537109
	Iteration 21Q: 3 clusters Score -264419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -264419.937500 Penalty: 3782.537109
	Iteration 22Q: 3 clusters Score -264419.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -264419.937500 Penalty: 3782.537109
	Iteration 23F: 3 clusters Score -264419.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Entering Unmasked Estep 
Score: -1192986.750000 Penalty: 2274.891602
	Iteration 0F: 2 clusters Score -1192987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1185573.375000 Penalty: 4549.783203
	Iteration 0F: 3 clusters Score -1185573 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1187779.500000 Penalty: 4549.783203
	Iteration 1F: 3 clusters Score -1187780 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1188088.125000 Penalty: 4549.783203
	Iteration 2F: 3 clusters Score -1188088 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1188303.000000 Penalty: 4549.783203
	Iteration 3F: 3 clusters Score -1188303 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1188465.625000 Penalty: 4549.783203
	Iteration 4Q: 3 clusters Score -1188466 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1188593.250000 Penalty: 4549.783203
	Iteration 5Q: 3 clusters Score -1188593 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1188692.875000 Penalty: 4549.783203
	Iteration 6Q: 3 clusters Score -1188693 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1188787.125000 Penalty: 4549.783203
	Iteration 7Q: 3 clusters Score -1188787 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1188876.625000 Penalty: 4549.783203
	Iteration 8Q: 3 clusters Score -1188877 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1188981.375000 Penalty: 4549.783203
	Iteration 9Q: 3 clusters Score -1188981 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1189114.500000 Penalty: 4549.783203
	Iteration 10Q: 3 clusters Score -1189114 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1189266.875000 Penalty: 4549.783203
	Iteration 11Q: 3 clusters Score -1189267 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1189421.000000 Penalty: 4549.783203
	Iteration 12Q: 3 clusters Score -1189421 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1189594.375000 Penalty: 4549.783203
	Iteration 13Q: 3 clusters Score -1189594 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1189736.625000 Penalty: 4549.783203
	Iteration 14Q: 3 clusters Score -1189737 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1189875.375000 Penalty: 4549.783203
	Iteration 15Q: 3 clusters Score -1189875 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1189996.250000 Penalty: 4549.783203
	Iteration 16Q: 3 clusters Score -1189996 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1190099.000000 Penalty: 4549.783203
	Iteration 17Q: 3 clusters Score -1190099 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1190205.750000 Penalty: 4549.783203
	Iteration 18Q: 3 clusters Score -1190206 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1190290.500000 Penalty: 4549.783203
	Iteration 19Q: 3 clusters Score -1190290 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1190378.500000 Penalty: 4549.783203
	Iteration 20F: 3 clusters Score -1190378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1190459.875000 Penalty: 4549.783203
	Iteration 21Q: 3 clusters Score -1190460 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1190519.000000 Penalty: 4549.783203
	Iteration 22Q: 3 clusters Score -1190519 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1190574.500000 Penalty: 4549.783203
	Iteration 23Q: 3 clusters Score -1190574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1190627.250000 Penalty: 4549.783203
	Iteration 24Q: 3 clusters Score -1190627 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1190672.750000 Penalty: 4549.783203
	Iteration 25Q: 3 clusters Score -1190673 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1190721.375000 Penalty: 4549.783203
	Iteration 26Q: 3 clusters Score -1190721 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1190768.750000 Penalty: 4549.783203
	Iteration 27Q: 3 clusters Score -1190769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1190804.875000 Penalty: 4549.783203
	Iteration 28Q: 3 clusters Score -1190805 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1190833.375000 Penalty: 4549.783203
	Iteration 29Q: 3 clusters Score -1190833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1190853.875000 Penalty: 4549.783203
	Iteration 30Q: 3 clusters Score -1190854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1190869.875000 Penalty: 4549.783203
	Iteration 31Q: 3 clusters Score -1190870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1190884.000000 Penalty: 4549.783203
	Iteration 32Q: 3 clusters Score -1190884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1190904.875000 Penalty: 4549.783203
	Iteration 33Q: 3 clusters Score -1190905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1190916.625000 Penalty: 4549.783203
	Iteration 34Q: 3 clusters Score -1190917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1190932.250000 Penalty: 4549.783203
	Iteration 35Q: 3 clusters Score -1190932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1190944.000000 Penalty: 4549.783203
	Iteration 36Q: 3 clusters Score -1190944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1190953.500000 Penalty: 4549.783203
	Iteration 37Q: 3 clusters Score -1190954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1190954.250000 Penalty: 4549.783203
	Iteration 38Q: 3 clusters Score -1190954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1190957.750000 Penalty: 4549.783203
	Iteration 39Q: 3 clusters Score -1190958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1190961.750000 Penalty: 4549.783203
	Iteration 40F: 3 clusters Score -1190962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1190964.625000 Penalty: 4549.783203
	Iteration 41Q: 3 clusters Score -1190965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1190972.375000 Penalty: 4549.783203
	Iteration 42Q: 3 clusters Score -1190972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1190971.750000 Penalty: 4549.783203
	Iteration 43Q: 3 clusters Score -1190972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1190971.750000 Penalty: 4549.783203
	Iteration 44F: 3 clusters Score -1190972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -42451.750000 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42451.75 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 177 members 
Entering Unmasked Estep 
Score: -41234.464844 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41234.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41371.378906 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41371.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41426.457031 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -41426.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -41439.269531 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41439.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41455.253906 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -41455.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -41473.128906 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -41473.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41481.718750 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -41481.72 nChanged 4
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: -41511.347656 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -41511.35 nChanged 7
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: -41553.773438 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -41553.77 nChanged 8
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: -41581.039062 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -41581.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41594.121094 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -41594.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -41597.230469 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -41597.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -41597.230469 Penalty: 2916.744385
	Iteration 12F: 3 clusters Score -41597.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Entering Unmasked Estep 
Score: -3069459.750000 Penalty: 2518.590576
	Iteration 0F: 2 clusters Score -3069460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3051635.750000 Penalty: 5037.181152
	Iteration 0F: 3 clusters Score -3051636 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3058061.250000 Penalty: 5037.181152
	Iteration 1F: 3 clusters Score -3058061 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3058592.250000 Penalty: 5037.181152
	Iteration 2F: 3 clusters Score -3058592 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3059167.250000 Penalty: 5037.181152
	Iteration 3Q: 3 clusters Score -3059167 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3059805.000000 Penalty: 5037.181152
	Iteration 4Q: 3 clusters Score -3059805 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3060502.500000 Penalty: 5037.181152
	Iteration 5Q: 3 clusters Score -3060502 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3061266.750000 Penalty: 5037.181152
	Iteration 6F: 3 clusters Score -3061267 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3061961.000000 Penalty: 5037.181152
	Iteration 7Q: 3 clusters Score -3061961 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3062600.500000 Penalty: 5037.181152
	Iteration 8Q: 3 clusters Score -3062600 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3063187.000000 Penalty: 5037.181152
	Iteration 9Q: 3 clusters Score -3063187 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3063679.000000 Penalty: 5037.181152
	Iteration 10Q: 3 clusters Score -3063679 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3064160.500000 Penalty: 5037.181152
	Iteration 11Q: 3 clusters Score -3064160 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3064545.000000 Penalty: 5037.181152
	Iteration 12Q: 3 clusters Score -3064545 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3064897.750000 Penalty: 5037.181152
	Iteration 13Q: 3 clusters Score -3064898 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3065187.500000 Penalty: 5037.181152
	Iteration 14Q: 3 clusters Score -3065188 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3065436.500000 Penalty: 5037.181152
	Iteration 15Q: 3 clusters Score -3065436 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3065654.750000 Penalty: 5037.181152
	Iteration 16Q: 3 clusters Score -3065655 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3065851.500000 Penalty: 5037.181152
	Iteration 17Q: 3 clusters Score -3065852 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3066018.000000 Penalty: 5037.181152
	Iteration 18Q: 3 clusters Score -3066018 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3066180.500000 Penalty: 5037.181152
	Iteration 19Q: 3 clusters Score -3066180 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3066338.750000 Penalty: 5037.181152
	Iteration 20F: 3 clusters Score -3066339 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3066510.750000 Penalty: 5037.181152
	Iteration 21Q: 3 clusters Score -3066511 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3066683.500000 Penalty: 5037.181152
	Iteration 22Q: 3 clusters Score -3066684 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3066850.500000 Penalty: 5037.181152
	Iteration 23Q: 3 clusters Score -3066850 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3066996.250000 Penalty: 5037.181152
	Iteration 24Q: 3 clusters Score -3066996 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3067152.500000 Penalty: 5037.181152
	Iteration 25Q: 3 clusters Score -3067152 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3067289.750000 Penalty: 5037.181152
	Iteration 26Q: 3 clusters Score -3067290 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3067397.250000 Penalty: 5037.181152
	Iteration 27Q: 3 clusters Score -3067397 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3067482.000000 Penalty: 5037.181152
	Iteration 28Q: 3 clusters Score -3067482 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3067544.000000 Penalty: 5037.181152
	Iteration 29Q: 3 clusters Score -3067544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3067583.750000 Penalty: 5037.181152
	Iteration 30Q: 3 clusters Score -3067584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3067612.750000 Penalty: 5037.181152
	Iteration 31Q: 3 clusters Score -3067613 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3067633.750000 Penalty: 5037.181152
	Iteration 32Q: 3 clusters Score -3067634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3067649.750000 Penalty: 5037.181152
	Iteration 33Q: 3 clusters Score -3067650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3067650.500000 Penalty: 5037.181152
	Iteration 34Q: 3 clusters Score -3067650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3067670.000000 Penalty: 5037.181152
	Iteration 35Q: 3 clusters Score -3067670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3067677.750000 Penalty: 5037.181152
	Iteration 36Q: 3 clusters Score -3067678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3067690.750000 Penalty: 5037.181152
	Iteration 37Q: 3 clusters Score -3067691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3067691.000000 Penalty: 5037.181152
	Iteration 38Q: 3 clusters Score -3067691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3067694.250000 Penalty: 5037.181152
	Iteration 39Q: 3 clusters Score -3067694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3067700.000000 Penalty: 5037.181152
	Iteration 40F: 3 clusters Score -3067700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3067703.750000 Penalty: 5037.181152
	Iteration 41Q: 3 clusters Score -3067704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3067701.250000 Penalty: 5037.181152
	Iteration 42Q: 3 clusters Score -3067701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3067704.000000 Penalty: 5037.181152
	Iteration 43Q: 3 clusters Score -3067704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3067703.000000 Penalty: 5037.181152
	Iteration 44Q: 3 clusters Score -3067703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3067707.000000 Penalty: 5037.181152
	Iteration 45Q: 3 clusters Score -3067707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3067705.000000 Penalty: 5037.181152
	Iteration 46Q: 3 clusters Score -3067705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3067705.000000 Penalty: 5037.181152
	Iteration 47F: 3 clusters Score -3067705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Entering Unmasked Estep 
Score: -12925172.000000 Penalty: 2858.699951
	Iteration 0F: 2 clusters Score -1.292517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -12857625.000000 Penalty: 5717.399902
	Iteration 0F: 3 clusters Score -1.285762e+07 nChanged 48076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -12884742.000000 Penalty: 5717.399902
	Iteration 1F: 3 clusters Score -1.288474e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -12885358.000000 Penalty: 5717.399902
	Iteration 2Q: 3 clusters Score -1.288536e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -12885983.000000 Penalty: 5717.399902
	Iteration 3Q: 3 clusters Score -1.288598e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -12886609.000000 Penalty: 5717.399902
	Iteration 4Q: 3 clusters Score -1.288661e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -12887289.000000 Penalty: 5717.399902
	Iteration 5Q: 3 clusters Score -1.288729e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -12888100.000000 Penalty: 5717.399902
	Iteration 6Q: 3 clusters Score -1.28881e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -12889186.000000 Penalty: 5717.399902
	Iteration 7Q: 3 clusters Score -1.288919e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -12890676.000000 Penalty: 5717.399902
	Iteration 8Q: 3 clusters Score -1.289068e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -12892950.000000 Penalty: 5717.399902
	Iteration 9Q: 3 clusters Score -1.289295e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -12896366.000000 Penalty: 5717.399902
	Iteration 10F: 3 clusters Score -1.289637e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -12900586.000000 Penalty: 5717.399902
	Iteration 11F: 3 clusters Score -1.290059e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -12905261.000000 Penalty: 5717.399902
	Iteration 12F: 3 clusters Score -1.290526e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -12909821.000000 Penalty: 5717.399902
	Iteration 13F: 3 clusters Score -1.290982e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -12913079.000000 Penalty: 5717.399902
	Iteration 14Q: 3 clusters Score -1.291308e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -12915198.000000 Penalty: 5717.399902
	Iteration 15Q: 3 clusters Score -1.29152e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -12916622.000000 Penalty: 5717.399902
	Iteration 16Q: 3 clusters Score -1.291662e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -12917483.000000 Penalty: 5717.399902
	Iteration 17Q: 3 clusters Score -1.291748e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -12918157.000000 Penalty: 5717.399902
	Iteration 18Q: 3 clusters Score -1.291816e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -12918622.000000 Penalty: 5717.399902
	Iteration 19Q: 3 clusters Score -1.291862e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -12918953.000000 Penalty: 5717.399902
	Iteration 20F: 3 clusters Score -1.291895e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -12919215.000000 Penalty: 5717.399902
	Iteration 21Q: 3 clusters Score -1.291922e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -12919388.000000 Penalty: 5717.399902
	Iteration 22Q: 3 clusters Score -1.291939e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -12919577.000000 Penalty: 5717.399902
	Iteration 23Q: 3 clusters Score -1.291958e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -12919684.000000 Penalty: 5717.399902
	Iteration 24Q: 3 clusters Score -1.291968e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -12919826.000000 Penalty: 5717.399902
	Iteration 25Q: 3 clusters Score -1.291983e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -12919933.000000 Penalty: 5717.399902
	Iteration 26Q: 3 clusters Score -1.291993e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -12919909.000000 Penalty: 5717.399902
	Iteration 27Q: 3 clusters Score -1.291991e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -12919958.000000 Penalty: 5717.399902
	Iteration 28Q: 3 clusters Score -1.291996e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -12919936.000000 Penalty: 5717.399902
	Iteration 29Q: 3 clusters Score -1.291994e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -12919939.000000 Penalty: 5717.399902
	Iteration 30Q: 3 clusters Score -1.291994e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -12919972.000000 Penalty: 5717.399902
	Iteration 31Q: 3 clusters Score -1.291997e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -12919969.000000 Penalty: 5717.399902
	Iteration 32Q: 3 clusters Score -1.291997e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -12920023.000000 Penalty: 5717.399902
	Iteration 33Q: 3 clusters Score -1.292002e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -12920038.000000 Penalty: 5717.399902
	Iteration 34Q: 3 clusters Score -1.292004e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -12920029.000000 Penalty: 5717.399902
	Iteration 35Q: 3 clusters Score -1.292003e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85168 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -12920056.000000 Penalty: 5717.399902
	Iteration 36Q: 3 clusters Score -1.292006e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -12920079.000000 Penalty: 5717.399902
	Iteration 37Q: 3 clusters Score -1.292008e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85439 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -12920091.000000 Penalty: 5717.399902
	Iteration 38Q: 3 clusters Score -1.292009e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -12920104.000000 Penalty: 5717.399902
	Iteration 39Q: 3 clusters Score -1.29201e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -12920133.000000 Penalty: 5717.399902
	Iteration 40F: 3 clusters Score -1.292013e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -12920173.000000 Penalty: 5717.399902
	Iteration 41Q: 3 clusters Score -1.292017e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -12920175.000000 Penalty: 5717.399902
	Iteration 42Q: 3 clusters Score -1.292018e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -12920173.000000 Penalty: 5717.399902
	Iteration 43Q: 3 clusters Score -1.292017e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -12920170.000000 Penalty: 5717.399902
	Iteration 44Q: 3 clusters Score -1.292017e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -12920218.000000 Penalty: 5717.399902
	Iteration 45Q: 3 clusters Score -1.292022e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -12920220.000000 Penalty: 5717.399902
	Iteration 46Q: 3 clusters Score -1.292022e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -12920204.000000 Penalty: 5717.399902
	Iteration 47Q: 3 clusters Score -1.29202e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -12920187.000000 Penalty: 5717.399902
	Iteration 48Q: 3 clusters Score -1.292019e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -12920206.000000 Penalty: 5717.399902
	Iteration 49Q: 3 clusters Score -1.292021e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -12920236.000000 Penalty: 5717.399902
	Iteration 50Q: 3 clusters Score -1.292024e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -12920226.000000 Penalty: 5717.399902
	Iteration 51Q: 3 clusters Score -1.292023e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -12920220.000000 Penalty: 5717.399902
	Iteration 52Q: 3 clusters Score -1.292022e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -12920228.000000 Penalty: 5717.399902
	Iteration 53Q: 3 clusters Score -1.292023e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -12920229.000000 Penalty: 5717.399902
	Iteration 54Q: 3 clusters Score -1.292023e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87211 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -12920232.000000 Penalty: 5717.399902
	Iteration 55Q: 3 clusters Score -1.292023e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -12920233.000000 Penalty: 5717.399902
	Iteration 56Q: 3 clusters Score -1.292023e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87335 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -12920239.000000 Penalty: 5717.399902
	Iteration 57Q: 3 clusters Score -1.292024e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -12920241.000000 Penalty: 5717.399902
	Iteration 58Q: 3 clusters Score -1.292024e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -12920242.000000 Penalty: 5717.399902
	Iteration 59Q: 3 clusters Score -1.292024e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87535 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -12920244.000000 Penalty: 5717.399902
	Iteration 60F: 3 clusters Score -1.292024e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -12920265.000000 Penalty: 5717.399902
	Iteration 61Q: 3 clusters Score -1.292026e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -12920267.000000 Penalty: 5717.399902
	Iteration 62Q: 3 clusters Score -1.292027e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -12920282.000000 Penalty: 5717.399902
	Iteration 63Q: 3 clusters Score -1.292028e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -12920300.000000 Penalty: 5717.399902
	Iteration 64Q: 3 clusters Score -1.29203e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -12920295.000000 Penalty: 5717.399902
	Iteration 65Q: 3 clusters Score -1.29203e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -12920297.000000 Penalty: 5717.399902
	Iteration 66Q: 3 clusters Score -1.29203e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -12920314.000000 Penalty: 5717.399902
	Iteration 67Q: 3 clusters Score -1.292031e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -12920360.000000 Penalty: 5717.399902
	Iteration 68Q: 3 clusters Score -1.292036e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -12920339.000000 Penalty: 5717.399902
	Iteration 69Q: 3 clusters Score -1.292034e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -12920330.000000 Penalty: 5717.399902
	Iteration 70Q: 3 clusters Score -1.292033e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88460 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -12920329.000000 Penalty: 5717.399902
	Iteration 71Q: 3 clusters Score -1.292033e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -12920353.000000 Penalty: 5717.399902
	Iteration 72Q: 3 clusters Score -1.292035e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -12920350.000000 Penalty: 5717.399902
	Iteration 73Q: 3 clusters Score -1.292035e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -12920330.000000 Penalty: 5717.399902
	Iteration 74Q: 3 clusters Score -1.292033e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -12920344.000000 Penalty: 5717.399902
	Iteration 75Q: 3 clusters Score -1.292034e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -12920342.000000 Penalty: 5717.399902
	Iteration 76Q: 3 clusters Score -1.292034e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -12920347.000000 Penalty: 5717.399902
	Iteration 77Q: 3 clusters Score -1.292035e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -12920356.000000 Penalty: 5717.399902
	Iteration 78Q: 3 clusters Score -1.292036e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -12920358.000000 Penalty: 5717.399902
	Iteration 79Q: 3 clusters Score -1.292036e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -12920369.000000 Penalty: 5717.399902
	Iteration 80F: 3 clusters Score -1.292037e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -12920414.000000 Penalty: 5717.399902
	Iteration 81Q: 3 clusters Score -1.292041e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89149 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -12920411.000000 Penalty: 5717.399902
	Iteration 82Q: 3 clusters Score -1.292041e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -12920427.000000 Penalty: 5717.399902
	Iteration 83Q: 3 clusters Score -1.292043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89247 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -12920431.000000 Penalty: 5717.399902
	Iteration 84Q: 3 clusters Score -1.292043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -12920423.000000 Penalty: 5717.399902
	Iteration 85Q: 3 clusters Score -1.292042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -12920432.000000 Penalty: 5717.399902
	Iteration 86Q: 3 clusters Score -1.292043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -12920427.000000 Penalty: 5717.399902
	Iteration 87Q: 3 clusters Score -1.292043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -12920435.000000 Penalty: 5717.399902
	Iteration 88Q: 3 clusters Score -1.292044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -12920452.000000 Penalty: 5717.399902
	Iteration 89Q: 3 clusters Score -1.292045e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -12920462.000000 Penalty: 5717.399902
	Iteration 90Q: 3 clusters Score -1.292046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -12920459.000000 Penalty: 5717.399902
	Iteration 91Q: 3 clusters Score -1.292046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -12920469.000000 Penalty: 5717.399902
	Iteration 92Q: 3 clusters Score -1.292047e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -12920470.000000 Penalty: 5717.399902
	Iteration 93Q: 3 clusters Score -1.292047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -12920468.000000 Penalty: 5717.399902
	Iteration 94Q: 3 clusters Score -1.292047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -12920486.000000 Penalty: 5717.399902
	Iteration 95Q: 3 clusters Score -1.292049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -12920484.000000 Penalty: 5717.399902
	Iteration 96Q: 3 clusters Score -1.292048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -12920469.000000 Penalty: 5717.399902
	Iteration 97Q: 3 clusters Score -1.292047e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -12920456.000000 Penalty: 5717.399902
	Iteration 98Q: 3 clusters Score -1.292046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -12920459.000000 Penalty: 5717.399902
	Iteration 99Q: 3 clusters Score -1.292046e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -12920466.000000 Penalty: 5717.399902
	Iteration 100F: 3 clusters Score -1.292047e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -12920467.000000 Penalty: 5717.399902
	Iteration 101Q: 3 clusters Score -1.292047e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -12920459.000000 Penalty: 5717.399902
	Iteration 102Q: 3 clusters Score -1.292046e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -12920449.000000 Penalty: 5717.399902
	Iteration 103Q: 3 clusters Score -1.292045e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -12920426.000000 Penalty: 5717.399902
	Iteration 104Q: 3 clusters Score -1.292043e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -12920432.000000 Penalty: 5717.399902
	Iteration 105Q: 3 clusters Score -1.292043e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -12920437.000000 Penalty: 5717.399902
	Iteration 106Q: 3 clusters Score -1.292044e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -12920433.000000 Penalty: 5717.399902
	Iteration 107Q: 3 clusters Score -1.292043e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -12920447.000000 Penalty: 5717.399902
	Iteration 108Q: 3 clusters Score -1.292045e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -12920473.000000 Penalty: 5717.399902
	Iteration 109Q: 3 clusters Score -1.292047e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -12920480.000000 Penalty: 5717.399902
	Iteration 110Q: 3 clusters Score -1.292048e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90168 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -12920493.000000 Penalty: 5717.399902
	Iteration 111Q: 3 clusters Score -1.292049e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90214 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -12920483.000000 Penalty: 5717.399902
	Iteration 112Q: 3 clusters Score -1.292048e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -12920506.000000 Penalty: 5717.399902
	Iteration 113Q: 3 clusters Score -1.292051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90295 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -12920488.000000 Penalty: 5717.399902
	Iteration 114Q: 3 clusters Score -1.292049e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -12920488.000000 Penalty: 5717.399902
	Iteration 115Q: 3 clusters Score -1.292049e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -12920488.000000 Penalty: 5717.399902
	Iteration 116Q: 3 clusters Score -1.292049e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -12920490.000000 Penalty: 5717.399902
	Iteration 117Q: 3 clusters Score -1.292049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90479 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -12920498.000000 Penalty: 5717.399902
	Iteration 118Q: 3 clusters Score -1.29205e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -12920494.000000 Penalty: 5717.399902
	Iteration 119Q: 3 clusters Score -1.292049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90554 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -12920486.000000 Penalty: 5717.399902
	Iteration 120F: 3 clusters Score -1.292049e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -12920499.000000 Penalty: 5717.399902
	Iteration 121Q: 3 clusters Score -1.29205e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -12920502.000000 Penalty: 5717.399902
	Iteration 122Q: 3 clusters Score -1.29205e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -12920513.000000 Penalty: 5717.399902
	Iteration 123Q: 3 clusters Score -1.292051e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -12920521.000000 Penalty: 5717.399902
	Iteration 124Q: 3 clusters Score -1.292052e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -12920538.000000 Penalty: 5717.399902
	Iteration 125Q: 3 clusters Score -1.292054e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -12920529.000000 Penalty: 5717.399902
	Iteration 126Q: 3 clusters Score -1.292053e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -12920540.000000 Penalty: 5717.399902
	Iteration 127Q: 3 clusters Score -1.292054e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90910 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -12920539.000000 Penalty: 5717.399902
	Iteration 128Q: 3 clusters Score -1.292054e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -12920540.000000 Penalty: 5717.399902
	Iteration 129Q: 3 clusters Score -1.292054e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -12920538.000000 Penalty: 5717.399902
	Iteration 130Q: 3 clusters Score -1.292054e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -12920539.000000 Penalty: 5717.399902
	Iteration 131Q: 3 clusters Score -1.292054e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -12920558.000000 Penalty: 5717.399902
	Iteration 132Q: 3 clusters Score -1.292056e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -12920545.000000 Penalty: 5717.399902
	Iteration 133Q: 3 clusters Score -1.292054e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -12920531.000000 Penalty: 5717.399902
	Iteration 134Q: 3 clusters Score -1.292053e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -12920542.000000 Penalty: 5717.399902
	Iteration 135Q: 3 clusters Score -1.292054e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91346 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -12920548.000000 Penalty: 5717.399902
	Iteration 136Q: 3 clusters Score -1.292055e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -12920539.000000 Penalty: 5717.399902
	Iteration 137Q: 3 clusters Score -1.292054e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -12920525.000000 Penalty: 5717.399902
	Iteration 138Q: 3 clusters Score -1.292052e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -12920532.000000 Penalty: 5717.399902
	Iteration 139Q: 3 clusters Score -1.292053e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -12920541.000000 Penalty: 5717.399902
	Iteration 140F: 3 clusters Score -1.292054e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -12920540.000000 Penalty: 5717.399902
	Iteration 141Q: 3 clusters Score -1.292054e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -12920556.000000 Penalty: 5717.399902
	Iteration 142Q: 3 clusters Score -1.292056e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -12920573.000000 Penalty: 5717.399902
	Iteration 143Q: 3 clusters Score -1.292057e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -12920589.000000 Penalty: 5717.399902
	Iteration 144Q: 3 clusters Score -1.292059e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -12920596.000000 Penalty: 5717.399902
	Iteration 145Q: 3 clusters Score -1.29206e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -12920608.000000 Penalty: 5717.399902
	Iteration 146Q: 3 clusters Score -1.292061e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92486 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -12920629.000000 Penalty: 5717.399902
	Iteration 147Q: 3 clusters Score -1.292063e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -12920638.000000 Penalty: 5717.399902
	Iteration 148Q: 3 clusters Score -1.292064e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92762 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -12920668.000000 Penalty: 5717.399902
	Iteration 149Q: 3 clusters Score -1.292067e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -12920659.000000 Penalty: 5717.399902
	Iteration 150Q: 3 clusters Score -1.292066e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -12920671.000000 Penalty: 5717.399902
	Iteration 151Q: 3 clusters Score -1.292067e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -12920696.000000 Penalty: 5717.399902
	Iteration 152Q: 3 clusters Score -1.29207e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -12920706.000000 Penalty: 5717.399902
	Iteration 153Q: 3 clusters Score -1.292071e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93741 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -12920761.000000 Penalty: 5717.399902
	Iteration 154Q: 3 clusters Score -1.292076e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -12920813.000000 Penalty: 5717.399902
	Iteration 155Q: 3 clusters Score -1.292081e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94258 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -12920855.000000 Penalty: 5717.399902
	Iteration 156Q: 3 clusters Score -1.292086e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -12920915.000000 Penalty: 5717.399902
	Iteration 157Q: 3 clusters Score -1.292092e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94785 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -12920973.000000 Penalty: 5717.399902
	Iteration 158Q: 3 clusters Score -1.292097e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -12921041.000000 Penalty: 5717.399902
	Iteration 159Q: 3 clusters Score -1.292104e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -12921089.000000 Penalty: 5717.399902
	Iteration 160F: 3 clusters Score -1.292109e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -12921208.000000 Penalty: 5717.399902
	Iteration 161Q: 3 clusters Score -1.292121e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -12921318.000000 Penalty: 5717.399902
	Iteration 162Q: 3 clusters Score -1.292132e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -12921403.000000 Penalty: 5717.399902
	Iteration 163Q: 3 clusters Score -1.29214e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -12921524.000000 Penalty: 5717.399902
	Iteration 164Q: 3 clusters Score -1.292152e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -12921559.000000 Penalty: 5717.399902
	Iteration 165Q: 3 clusters Score -1.292156e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -12921650.000000 Penalty: 5717.399902
	Iteration 166Q: 3 clusters Score -1.292165e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -12921757.000000 Penalty: 5717.399902
	Iteration 167Q: 3 clusters Score -1.292176e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97944 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -12921840.000000 Penalty: 5717.399902
	Iteration 168Q: 3 clusters Score -1.292184e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -12921930.000000 Penalty: 5717.399902
	Iteration 169Q: 3 clusters Score -1.292193e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -12922049.000000 Penalty: 5717.399902
	Iteration 170Q: 3 clusters Score -1.292205e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -12922141.000000 Penalty: 5717.399902
	Iteration 171Q: 3 clusters Score -1.292214e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -12922176.000000 Penalty: 5717.399902
	Iteration 172Q: 3 clusters Score -1.292218e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99137 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -12922208.000000 Penalty: 5717.399902
	Iteration 173Q: 3 clusters Score -1.292221e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99348 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -12922280.000000 Penalty: 5717.399902
	Iteration 174Q: 3 clusters Score -1.292228e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -12922328.000000 Penalty: 5717.399902
	Iteration 175Q: 3 clusters Score -1.292233e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12922377.000000 Penalty: 5717.399902
	Iteration 176Q: 3 clusters Score -1.292238e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12922411.000000 Penalty: 5717.399902
	Iteration 177Q: 3 clusters Score -1.292241e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99912 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12922454.000000 Penalty: 5717.399902
	Iteration 178Q: 3 clusters Score -1.292245e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12922482.000000 Penalty: 5717.399902
	Iteration 179Q: 3 clusters Score -1.292248e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12922527.000000 Penalty: 5717.399902
	Iteration 180F: 3 clusters Score -1.292253e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -12922551.000000 Penalty: 5717.399902
	Iteration 181Q: 3 clusters Score -1.292255e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -12922591.000000 Penalty: 5717.399902
	Iteration 182Q: 3 clusters Score -1.292259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100235 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -12922611.000000 Penalty: 5717.399902
	Iteration 183Q: 3 clusters Score -1.292261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12922631.000000 Penalty: 5717.399902
	Iteration 184Q: 3 clusters Score -1.292263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -12922626.000000 Penalty: 5717.399902
	Iteration 185Q: 3 clusters Score -1.292263e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100307 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -12922643.000000 Penalty: 5717.399902
	Iteration 186Q: 3 clusters Score -1.292264e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12922643.000000 Penalty: 5717.399902
	Iteration 187Q: 3 clusters Score -1.292264e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12922663.000000 Penalty: 5717.399902
	Iteration 188Q: 3 clusters Score -1.292266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12922667.000000 Penalty: 5717.399902
	Iteration 189Q: 3 clusters Score -1.292267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12922680.000000 Penalty: 5717.399902
	Iteration 190Q: 3 clusters Score -1.292268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -12922709.000000 Penalty: 5717.399902
	Iteration 191Q: 3 clusters Score -1.292271e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100446 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12922694.000000 Penalty: 5717.399902
	Iteration 192Q: 3 clusters Score -1.292269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12922696.000000 Penalty: 5717.399902
	Iteration 193Q: 3 clusters Score -1.29227e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12922702.000000 Penalty: 5717.399902
	Iteration 194Q: 3 clusters Score -1.29227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12922700.000000 Penalty: 5717.399902
	Iteration 195Q: 3 clusters Score -1.29227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -12922703.000000 Penalty: 5717.399902
	Iteration 196Q: 3 clusters Score -1.29227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -12922714.000000 Penalty: 5717.399902
	Iteration 197Q: 3 clusters Score -1.292271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -12922717.000000 Penalty: 5717.399902
	Iteration 198Q: 3 clusters Score -1.292272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -12922724.000000 Penalty: 5717.399902
	Iteration 199Q: 3 clusters Score -1.292272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12922722.000000 Penalty: 5717.399902
	Iteration 200F: 3 clusters Score -1.292272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100539 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12922718.000000 Penalty: 5717.399902
	Iteration 201Q: 3 clusters Score -1.292272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12922725.000000 Penalty: 5717.399902
	Iteration 202Q: 3 clusters Score -1.292272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12922734.000000 Penalty: 5717.399902
	Iteration 203Q: 3 clusters Score -1.292273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12922723.000000 Penalty: 5717.399902
	Iteration 204Q: 3 clusters Score -1.292272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -12922738.000000 Penalty: 5717.399902
	Iteration 205Q: 3 clusters Score -1.292274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12922733.000000 Penalty: 5717.399902
	Iteration 206Q: 3 clusters Score -1.292273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12922736.000000 Penalty: 5717.399902
	Iteration 207Q: 3 clusters Score -1.292274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12922733.000000 Penalty: 5717.399902
	Iteration 208Q: 3 clusters Score -1.292273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12922733.000000 Penalty: 5717.399902
	Iteration 209F: 3 clusters Score -1.292273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -41554.582031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -41554.58 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 174 members 
Entering Unmasked Estep 
Score: -40192.621094 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -40192.62 nChanged 48
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: -40345.156250 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -40345.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40382.820312 Penalty: 2909.768066
	Iteration 2Q: 3 clusters Score -40382.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40386.960938 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -40386.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40394.917969 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -40394.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40396.542969 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -40396.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40396.542969 Penalty: 2909.768066
	Iteration 6F: 3 clusters Score -40396.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (33532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Entering Unmasked Estep 
Score: -4297651.500000 Penalty: 2584.223389
	Iteration 0F: 2 clusters Score -4297652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -4274768.000000 Penalty: 5168.446777
	Iteration 0F: 3 clusters Score -4274768 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4283158.500000 Penalty: 5168.446777
	Iteration 1F: 3 clusters Score -4283158 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -4283681.500000 Penalty: 5168.446777
	Iteration 2Q: 3 clusters Score -4283682 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4284219.500000 Penalty: 5168.446777
	Iteration 3Q: 3 clusters Score -4284220 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4284808.000000 Penalty: 5168.446777
	Iteration 4Q: 3 clusters Score -4284808 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4285486.500000 Penalty: 5168.446777
	Iteration 5Q: 3 clusters Score -4285486 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4286482.500000 Penalty: 5168.446777
	Iteration 6F: 3 clusters Score -4286482 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -4287773.000000 Penalty: 5168.446777
	Iteration 7F: 3 clusters Score -4287773 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -4289374.500000 Penalty: 5168.446777
	Iteration 8F: 3 clusters Score -4289374 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4291124.000000 Penalty: 5168.446777
	Iteration 9F: 3 clusters Score -4291124 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4292739.500000 Penalty: 5168.446777
	Iteration 10F: 3 clusters Score -4292740 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4293893.000000 Penalty: 5168.446777
	Iteration 11Q: 3 clusters Score -4293893 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4294579.500000 Penalty: 5168.446777
	Iteration 12Q: 3 clusters Score -4294580 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4294940.000000 Penalty: 5168.446777
	Iteration 13Q: 3 clusters Score -4294940 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4295137.000000 Penalty: 5168.446777
	Iteration 14Q: 3 clusters Score -4295137 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4295243.000000 Penalty: 5168.446777
	Iteration 15Q: 3 clusters Score -4295243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4295307.000000 Penalty: 5168.446777
	Iteration 16Q: 3 clusters Score -4295307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4295358.000000 Penalty: 5168.446777
	Iteration 17Q: 3 clusters Score -4295358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -4295409.500000 Penalty: 5168.446777
	Iteration 18Q: 3 clusters Score -4295410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4295433.000000 Penalty: 5168.446777
	Iteration 19Q: 3 clusters Score -4295433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -4295446.000000 Penalty: 5168.446777
	Iteration 20F: 3 clusters Score -4295446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4295458.000000 Penalty: 5168.446777
	Iteration 21Q: 3 clusters Score -4295458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4295466.000000 Penalty: 5168.446777
	Iteration 22Q: 3 clusters Score -4295466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -4295474.500000 Penalty: 5168.446777
	Iteration 23Q: 3 clusters Score -4295474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4295481.500000 Penalty: 5168.446777
	Iteration 24Q: 3 clusters Score -4295482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4295484.500000 Penalty: 5168.446777
	Iteration 25Q: 3 clusters Score -4295484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4295490.000000 Penalty: 5168.446777
	Iteration 26Q: 3 clusters Score -4295490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4295491.500000 Penalty: 5168.446777
	Iteration 27Q: 3 clusters Score -4295492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4295498.000000 Penalty: 5168.446777
	Iteration 28Q: 3 clusters Score -4295498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4295497.000000 Penalty: 5168.446777
	Iteration 29Q: 3 clusters Score -4295497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4295501.000000 Penalty: 5168.446777
	Iteration 30Q: 3 clusters Score -4295501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4295502.000000 Penalty: 5168.446777
	Iteration 31Q: 3 clusters Score -4295502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -4295500.500000 Penalty: 5168.446777
	Iteration 32Q: 3 clusters Score -4295500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -4295506.000000 Penalty: 5168.446777
	Iteration 33Q: 3 clusters Score -4295506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4295506.500000 Penalty: 5168.446777
	Iteration 34Q: 3 clusters Score -4295506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4295506.500000 Penalty: 5168.446777
	Iteration 35F: 3 clusters Score -4295506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72497 members 
Mstep: Class 12 contains 155137 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18300 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 56635 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25735 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990976.000000 Penalty: 105949.625000
Iteration 199Q: 33 clusters Score -7.799098e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72503 members 
Mstep: Class 12 contains 155135 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18305 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56637 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25730 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990960.000000 Penalty: 105949.625000
Iteration 200F: 33 clusters Score -7.799096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72505 members 
Mstep: Class 12 contains 155134 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18312 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56637 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25730 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990976.000000 Penalty: 105949.625000
Iteration 201Q: 33 clusters Score -7.799098e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72512 members 
Mstep: Class 12 contains 155133 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18324 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56633 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25726 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990976.000000 Penalty: 105949.625000
Iteration 202Q: 33 clusters Score -7.799098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31740 members 
Mstep: Class 11 contains 72518 members 
Mstep: Class 12 contains 155130 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18333 members 
Mstep: Class 22 contains 18899 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56631 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25720 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990944.000000 Penalty: 105949.625000
Iteration 203Q: 33 clusters Score -7.799094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72521 members 
Mstep: Class 12 contains 155128 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18343 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56631 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25713 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991000.000000 Penalty: 105949.625000
Iteration 204Q: 33 clusters Score -7.7991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7148 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72525 members 
Mstep: Class 12 contains 155127 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18349 members 
Mstep: Class 22 contains 18897 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56633 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25712 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990960.000000 Penalty: 105949.625000
Iteration 205Q: 33 clusters Score -7.799096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72531 members 
Mstep: Class 12 contains 155125 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18357 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56630 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25712 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990968.000000 Penalty: 105949.625000
Iteration 206Q: 33 clusters Score -7.799097e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72534 members 
Mstep: Class 12 contains 155124 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18370 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56631 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25706 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991008.000000 Penalty: 105949.625000
Iteration 207Q: 33 clusters Score -7.799101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72535 members 
Mstep: Class 12 contains 155123 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18388 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56629 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25701 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990984.000000 Penalty: 105949.625000
Iteration 208Q: 33 clusters Score -7.799098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72537 members 
Mstep: Class 12 contains 155122 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18401 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56626 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25700 members 
Mstep: Class 30 contains 101418 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990992.000000 Penalty: 105949.625000
Iteration 209Q: 33 clusters Score -7.799099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72536 members 
Mstep: Class 12 contains 155122 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18417 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56626 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25696 members 
Mstep: Class 30 contains 101418 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990992.000000 Penalty: 105949.625000
Iteration 210Q: 33 clusters Score -7.799099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72535 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18431 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56627 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25690 members 
Mstep: Class 30 contains 101418 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991032.000000 Penalty: 105949.625000
Iteration 211Q: 33 clusters Score -7.799103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72536 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18443 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56627 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25688 members 
Mstep: Class 30 contains 101418 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991000.000000 Penalty: 105949.625000
Iteration 212Q: 33 clusters Score -7.7991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72535 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18451 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56624 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25686 members 
Mstep: Class 30 contains 101418 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991000.000000 Penalty: 105949.625000
Iteration 213Q: 33 clusters Score -7.7991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72534 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18456 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56623 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25685 members 
Mstep: Class 30 contains 101418 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990992.000000 Penalty: 105949.625000
Iteration 214Q: 33 clusters Score -7.799099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72534 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18457 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56622 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25684 members 
Mstep: Class 30 contains 101418 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991008.000000 Penalty: 105949.625000
Iteration 215Q: 33 clusters Score -7.799101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72535 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18462 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56621 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25682 members 
Mstep: Class 30 contains 101418 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990976.000000 Penalty: 105949.625000
Iteration 216Q: 33 clusters Score -7.799098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72535 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18466 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56621 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25679 members 
Mstep: Class 30 contains 101418 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990960.000000 Penalty: 105949.625000
Iteration 217Q: 33 clusters Score -7.799096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72536 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18471 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56620 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25676 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990976.000000 Penalty: 105949.625000
Iteration 218Q: 33 clusters Score -7.799098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72541 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18474 members 
Mstep: Class 22 contains 18895 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56618 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25674 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991024.000000 Penalty: 105949.625000
Iteration 219Q: 33 clusters Score -7.799102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72544 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18477 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 56616 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25671 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991032.000000 Penalty: 105949.625000
Iteration 220F: 33 clusters Score -7.799103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72547 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18478 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56618 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25668 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991024.000000 Penalty: 105949.625000
Iteration 221Q: 33 clusters Score -7.799102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72548 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18480 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56617 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25671 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991008.000000 Penalty: 105949.625000
Iteration 222Q: 33 clusters Score -7.799101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72552 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18482 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56616 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25672 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991040.000000 Penalty: 105949.625000
Iteration 223Q: 33 clusters Score -7.799104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72555 members 
Mstep: Class 12 contains 155118 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18482 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56616 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25672 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991040.000000 Penalty: 105949.625000
Iteration 224Q: 33 clusters Score -7.799104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72558 members 
Mstep: Class 12 contains 155118 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18483 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56614 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25673 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991072.000000 Penalty: 105949.625000
Iteration 225Q: 33 clusters Score -7.799107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72559 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18485 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56614 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25673 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991048.000000 Penalty: 105949.625000
Iteration 226Q: 33 clusters Score -7.799105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72558 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18486 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56615 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25674 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991088.000000 Penalty: 105949.625000
Iteration 227Q: 33 clusters Score -7.799109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72560 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18486 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56614 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25677 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991096.000000 Penalty: 105949.625000
Iteration 228Q: 33 clusters Score -7.79911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72560 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18486 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56614 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25680 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991096.000000 Penalty: 105949.625000
Iteration 229Q: 33 clusters Score -7.79911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72561 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18487 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56615 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25682 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991064.000000 Penalty: 105949.625000
Iteration 230Q: 33 clusters Score -7.799106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72562 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18488 members 
Mstep: Class 22 contains 18894 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56614 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25682 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991112.000000 Penalty: 105949.625000
Iteration 231Q: 33 clusters Score -7.799111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72564 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18488 members 
Mstep: Class 22 contains 18893 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56615 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25682 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991120.000000 Penalty: 105949.625000
Iteration 232Q: 33 clusters Score -7.799112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72567 members 
Mstep: Class 12 contains 155118 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18489 members 
Mstep: Class 22 contains 18892 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56615 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25683 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991112.000000 Penalty: 105949.625000
Iteration 233Q: 33 clusters Score -7.799111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72569 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18490 members 
Mstep: Class 22 contains 18891 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56614 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25683 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991152.000000 Penalty: 105949.625000
Iteration 234Q: 33 clusters Score -7.799115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72569 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18492 members 
Mstep: Class 22 contains 18890 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56612 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25683 members 
Mstep: Class 30 contains 101421 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991152.000000 Penalty: 105949.625000
Iteration 235Q: 33 clusters Score -7.799115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72570 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18496 members 
Mstep: Class 22 contains 18891 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56612 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25683 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991128.000000 Penalty: 105949.625000
Iteration 236Q: 33 clusters Score -7.799113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72571 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18500 members 
Mstep: Class 22 contains 18890 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56610 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25683 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991104.000000 Penalty: 105949.625000
Iteration 237Q: 33 clusters Score -7.79911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72571 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18505 members 
Mstep: Class 22 contains 18890 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56607 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25684 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991048.000000 Penalty: 105949.625000
Iteration 238Q: 33 clusters Score -7.799105e+07 nChanged 13
Entering ConstructFrom: 
Score: -77991048.000000 Penalty: 105949.625000
Entering ConstructFrom: 
Trying to split cluster 1 (6882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Entering Unmasked Estep 
Score: -836308.562500 Penalty: 2191.492676
	Iteration 0F: 2 clusters Score -836308.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -830593.562500 Penalty: 4382.985352
	Iteration 0F: 3 clusters Score -830593.6 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -832065.750000 Penalty: 4382.985352
	Iteration 1F: 3 clusters Score -832065.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -832331.562500 Penalty: 4382.985352
	Iteration 2F: 3 clusters Score -832331.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -832532.437500 Penalty: 4382.985352
	Iteration 3F: 3 clusters Score -832532.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -832643.125000 Penalty: 4382.985352
	Iteration 4Q: 3 clusters Score -832643.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -832727.312500 Penalty: 4382.985352
	Iteration 5Q: 3 clusters Score -832727.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -832804.312500 Penalty: 4382.985352
	Iteration 6Q: 3 clusters Score -832804.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -832869.500000 Penalty: 4382.985352
	Iteration 7Q: 3 clusters Score -832869.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -832946.250000 Penalty: 4382.985352
	Iteration 8Q: 3 clusters Score -832946.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -833013.687500 Penalty: 4382.985352
	Iteration 9Q: 3 clusters Score -833013.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -833095.625000 Penalty: 4382.985352
	Iteration 10Q: 3 clusters Score -833095.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -833173.125000 Penalty: 4382.985352
	Iteration 11Q: 3 clusters Score -833173.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -833252.750000 Penalty: 4382.985352
	Iteration 12Q: 3 clusters Score -833252.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -833332.687500 Penalty: 4382.985352
	Iteration 13Q: 3 clusters Score -833332.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -833423.625000 Penalty: 4382.985352
	Iteration 14Q: 3 clusters Score -833423.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -833512.500000 Penalty: 4382.985352
	Iteration 15Q: 3 clusters Score -833512.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -833621.125000 Penalty: 4382.985352
	Iteration 16Q: 3 clusters Score -833621.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -833731.375000 Penalty: 4382.985352
	Iteration 17Q: 3 clusters Score -833731.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -833830.062500 Penalty: 4382.985352
	Iteration 18Q: 3 clusters Score -833830.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -833941.562500 Penalty: 4382.985352
	Iteration 19Q: 3 clusters Score -833941.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -834052.625000 Penalty: 4382.985352
	Iteration 20F: 3 clusters Score -834052.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -834144.000000 Penalty: 4382.985352
	Iteration 21Q: 3 clusters Score -834144 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -834224.187500 Penalty: 4382.985352
	Iteration 22Q: 3 clusters Score -834224.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -834291.062500 Penalty: 4382.985352
	Iteration 23Q: 3 clusters Score -834291.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -834337.312500 Penalty: 4382.985352
	Iteration 24Q: 3 clusters Score -834337.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -834370.062500 Penalty: 4382.985352
	Iteration 25Q: 3 clusters Score -834370.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -834396.250000 Penalty: 4382.985352
	Iteration 26Q: 3 clusters Score -834396.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -834418.250000 Penalty: 4382.985352
	Iteration 27Q: 3 clusters Score -834418.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -834436.562500 Penalty: 4382.985352
	Iteration 28Q: 3 clusters Score -834436.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -834452.687500 Penalty: 4382.985352
	Iteration 29Q: 3 clusters Score -834452.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -834471.625000 Penalty: 4382.985352
	Iteration 30Q: 3 clusters Score -834471.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -834491.562500 Penalty: 4382.985352
	Iteration 31Q: 3 clusters Score -834491.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -834513.000000 Penalty: 4382.985352
	Iteration 32Q: 3 clusters Score -834513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -834532.937500 Penalty: 4382.985352
	Iteration 33Q: 3 clusters Score -834532.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -834553.750000 Penalty: 4382.985352
	Iteration 34Q: 3 clusters Score -834553.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -834578.437500 Penalty: 4382.985352
	Iteration 35Q: 3 clusters Score -834578.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -834604.562500 Penalty: 4382.985352
	Iteration 36Q: 3 clusters Score -834604.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -834637.375000 Penalty: 4382.985352
	Iteration 37Q: 3 clusters Score -834637.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -834666.125000 Penalty: 4382.985352
	Iteration 38Q: 3 clusters Score -834666.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -834696.812500 Penalty: 4382.985352
	Iteration 39Q: 3 clusters Score -834696.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -834722.750000 Penalty: 4382.985352
	Iteration 40F: 3 clusters Score -834722.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -834750.375000 Penalty: 4382.985352
	Iteration 41Q: 3 clusters Score -834750.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -834771.062500 Penalty: 4382.985352
	Iteration 42Q: 3 clusters Score -834771.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -834786.437500 Penalty: 4382.985352
	Iteration 43Q: 3 clusters Score -834786.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -834804.437500 Penalty: 4382.985352
	Iteration 44Q: 3 clusters Score -834804.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -834821.687500 Penalty: 4382.985352
	Iteration 45Q: 3 clusters Score -834821.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -834843.562500 Penalty: 4382.985352
	Iteration 46Q: 3 clusters Score -834843.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -834866.187500 Penalty: 4382.985352
	Iteration 47Q: 3 clusters Score -834866.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -834889.750000 Penalty: 4382.985352
	Iteration 48Q: 3 clusters Score -834889.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -834912.500000 Penalty: 4382.985352
	Iteration 49Q: 3 clusters Score -834912.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -834928.812500 Penalty: 4382.985352
	Iteration 50Q: 3 clusters Score -834928.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -834939.750000 Penalty: 4382.985352
	Iteration 51Q: 3 clusters Score -834939.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -834954.687500 Penalty: 4382.985352
	Iteration 52Q: 3 clusters Score -834954.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -834971.875000 Penalty: 4382.985352
	Iteration 53Q: 3 clusters Score -834971.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -834981.187500 Penalty: 4382.985352
	Iteration 54Q: 3 clusters Score -834981.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -834989.125000 Penalty: 4382.985352
	Iteration 55Q: 3 clusters Score -834989.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -834998.000000 Penalty: 4382.985352
	Iteration 56Q: 3 clusters Score -834998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -835004.312500 Penalty: 4382.985352
	Iteration 57Q: 3 clusters Score -835004.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -835006.187500 Penalty: 4382.985352
	Iteration 58Q: 3 clusters Score -835006.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -835010.312500 Penalty: 4382.985352
	Iteration 59Q: 3 clusters Score -835010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -835011.375000 Penalty: 4382.985352
	Iteration 60F: 3 clusters Score -835011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -835013.937500 Penalty: 4382.985352
	Iteration 61Q: 3 clusters Score -835013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -835013.250000 Penalty: 4382.985352
	Iteration 62Q: 3 clusters Score -835013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -835016.000000 Penalty: 4382.985352
	Iteration 63Q: 3 clusters Score -835016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -835015.312500 Penalty: 4382.985352
	Iteration 64Q: 3 clusters Score -835015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -835016.500000 Penalty: 4382.985352
	Iteration 65Q: 3 clusters Score -835016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -835017.875000 Penalty: 4382.985352
	Iteration 66Q: 3 clusters Score -835017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -835017.875000 Penalty: 4382.985352
	Iteration 67F: 3 clusters Score -835017.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -126716.906250 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -126716.9 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 546 members 
Entering Unmasked Estep 
Score: -124766.554688 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -124766.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125131.070312 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -125131.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125304.140625 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -125304.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125434.781250 Penalty: 3451.861816
	Iteration 3F: 3 clusters Score -125434.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125521.109375 Penalty: 3451.861816
	Iteration 4Q: 3 clusters Score -125521.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -125582.476562 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -125582.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -125624.296875 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -125624.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125673.890625 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -125673.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -125729.632812 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -125729.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125786.382812 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -125786.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -125815.007812 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -125815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125835.703125 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -125835.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -125845.484375 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -125845.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -125855.007812 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -125855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125870.562500 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -125870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125885.812500 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -125885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125892.078125 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -125892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125897.070312 Penalty: 3451.861816
	Iteration 17Q: 3 clusters Score -125897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125902.968750 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -125903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -125905.328125 Penalty: 3451.861816
	Iteration 19Q: 3 clusters Score -125905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -125906.320312 Penalty: 3451.861816
	Iteration 20F: 3 clusters Score -125906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Entering Unmasked Estep 
Score: -1240939.125000 Penalty: 2274.968994
	Iteration 0F: 2 clusters Score -1240939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1233521.500000 Penalty: 4549.937988
	Iteration 0F: 3 clusters Score -1233522 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1235591.250000 Penalty: 4549.937988
	Iteration 1F: 3 clusters Score -1235591 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1235906.000000 Penalty: 4549.937988
	Iteration 2F: 3 clusters Score -1235906 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1236217.000000 Penalty: 4549.937988
	Iteration 3F: 3 clusters Score -1236217 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1236593.500000 Penalty: 4549.937988
	Iteration 4F: 3 clusters Score -1236594 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1237084.375000 Penalty: 4549.937988
	Iteration 5F: 3 clusters Score -1237084 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1237686.000000 Penalty: 4549.937988
	Iteration 6F: 3 clusters Score -1237686 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1238301.375000 Penalty: 4549.937988
	Iteration 7F: 3 clusters Score -1238301 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1238783.125000 Penalty: 4549.937988
	Iteration 8F: 3 clusters Score -1238783 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1239125.500000 Penalty: 4549.937988
	Iteration 9Q: 3 clusters Score -1239126 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1239340.000000 Penalty: 4549.937988
	Iteration 10Q: 3 clusters Score -1239340 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1239464.500000 Penalty: 4549.937988
	Iteration 11Q: 3 clusters Score -1239464 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1239545.750000 Penalty: 4549.937988
	Iteration 12Q: 3 clusters Score -1239546 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1239594.875000 Penalty: 4549.937988
	Iteration 13Q: 3 clusters Score -1239595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1239619.750000 Penalty: 4549.937988
	Iteration 14Q: 3 clusters Score -1239620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1239636.625000 Penalty: 4549.937988
	Iteration 15Q: 3 clusters Score -1239637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1239648.250000 Penalty: 4549.937988
	Iteration 16Q: 3 clusters Score -1239648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1239651.750000 Penalty: 4549.937988
	Iteration 17Q: 3 clusters Score -1239652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1239652.500000 Penalty: 4549.937988
	Iteration 18Q: 3 clusters Score -1239652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1239656.625000 Penalty: 4549.937988
	Iteration 19Q: 3 clusters Score -1239657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1239660.000000 Penalty: 4549.937988
	Iteration 20F: 3 clusters Score -1239660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1239662.375000 Penalty: 4549.937988
	Iteration 21Q: 3 clusters Score -1239662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1239661.625000 Penalty: 4549.937988
	Iteration 22Q: 3 clusters Score -1239662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1239662.750000 Penalty: 4549.937988
	Iteration 23Q: 3 clusters Score -1239663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1239662.500000 Penalty: 4549.937988
	Iteration 24Q: 3 clusters Score -1239662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1239662.500000 Penalty: 4549.937988
	Iteration 25F: 3 clusters Score -1239662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -285396.937500 Penalty: 1920.653320
	Iteration 0F: 2 clusters Score -285396.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -282594.062500 Penalty: 3841.306641
	Iteration 0F: 3 clusters Score -282594.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283123.687500 Penalty: 3841.306641
	Iteration 1F: 3 clusters Score -283123.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -283258.875000 Penalty: 3841.306641
	Iteration 2F: 3 clusters Score -283258.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283324.000000 Penalty: 3841.306641
	Iteration 3Q: 3 clusters Score -283324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283362.906250 Penalty: 3841.306641
	Iteration 4Q: 3 clusters Score -283362.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -283391.093750 Penalty: 3841.306641
	Iteration 5Q: 3 clusters Score -283391.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -283418.812500 Penalty: 3841.306641
	Iteration 6Q: 3 clusters Score -283418.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -283441.343750 Penalty: 3841.306641
	Iteration 7Q: 3 clusters Score -283441.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -283455.125000 Penalty: 3841.306641
	Iteration 8Q: 3 clusters Score -283455.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -283467.437500 Penalty: 3841.306641
	Iteration 9Q: 3 clusters Score -283467.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -283475.531250 Penalty: 3841.306641
	Iteration 10Q: 3 clusters Score -283475.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -283485.000000 Penalty: 3841.306641
	Iteration 11Q: 3 clusters Score -283485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -283495.343750 Penalty: 3841.306641
	Iteration 12Q: 3 clusters Score -283495.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -283503.250000 Penalty: 3841.306641
	Iteration 13Q: 3 clusters Score -283503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -283510.718750 Penalty: 3841.306641
	Iteration 14Q: 3 clusters Score -283510.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -283518.312500 Penalty: 3841.306641
	Iteration 15Q: 3 clusters Score -283518.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -283527.656250 Penalty: 3841.306641
	Iteration 16Q: 3 clusters Score -283527.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -283539.468750 Penalty: 3841.306641
	Iteration 17Q: 3 clusters Score -283539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -283547.375000 Penalty: 3841.306641
	Iteration 18Q: 3 clusters Score -283547.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283555.031250 Penalty: 3841.306641
	Iteration 19Q: 3 clusters Score -283555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -283561.000000 Penalty: 3841.306641
	Iteration 20F: 3 clusters Score -283561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -283562.781250 Penalty: 3841.306641
	Iteration 21Q: 3 clusters Score -283562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -283564.218750 Penalty: 3841.306641
	Iteration 22Q: 3 clusters Score -283564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283565.437500 Penalty: 3841.306641
	Iteration 23Q: 3 clusters Score -283565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283566.593750 Penalty: 3841.306641
	Iteration 24Q: 3 clusters Score -283566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -283568.593750 Penalty: 3841.306641
	Iteration 25Q: 3 clusters Score -283568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -283570.250000 Penalty: 3841.306641
	Iteration 26Q: 3 clusters Score -283570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283570.031250 Penalty: 3841.306641
	Iteration 27Q: 3 clusters Score -283570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -283570.531250 Penalty: 3841.306641
	Iteration 28Q: 3 clusters Score -283570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -283572.593750 Penalty: 3841.306641
	Iteration 29Q: 3 clusters Score -283572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -283573.718750 Penalty: 3841.306641
	Iteration 30Q: 3 clusters Score -283573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283573.406250 Penalty: 3841.306641
	Iteration 31Q: 3 clusters Score -283573.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283573.406250 Penalty: 3841.306641
	Iteration 32F: 3 clusters Score -283573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Entering Unmasked Estep 
Score: -1490447.375000 Penalty: 2338.230957
	Iteration 0F: 2 clusters Score -1490447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1481289.000000 Penalty: 4676.461914
	Iteration 0F: 3 clusters Score -1481289 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1484043.125000 Penalty: 4676.461914
	Iteration 1F: 3 clusters Score -1484043 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1484414.500000 Penalty: 4676.461914
	Iteration 2F: 3 clusters Score -1484414 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1484700.625000 Penalty: 4676.461914
	Iteration 3F: 3 clusters Score -1484701 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1484930.875000 Penalty: 4676.461914
	Iteration 4Q: 3 clusters Score -1484931 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1485116.000000 Penalty: 4676.461914
	Iteration 5Q: 3 clusters Score -1485116 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1485280.500000 Penalty: 4676.461914
	Iteration 6Q: 3 clusters Score -1485280 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1485437.250000 Penalty: 4676.461914
	Iteration 7Q: 3 clusters Score -1485437 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1485607.375000 Penalty: 4676.461914
	Iteration 8Q: 3 clusters Score -1485607 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1485751.375000 Penalty: 4676.461914
	Iteration 9Q: 3 clusters Score -1485751 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1485901.625000 Penalty: 4676.461914
	Iteration 10Q: 3 clusters Score -1485902 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1486083.250000 Penalty: 4676.461914
	Iteration 11Q: 3 clusters Score -1486083 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1486263.375000 Penalty: 4676.461914
	Iteration 12Q: 3 clusters Score -1486263 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1486439.875000 Penalty: 4676.461914
	Iteration 13Q: 3 clusters Score -1486440 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1486600.750000 Penalty: 4676.461914
	Iteration 14Q: 3 clusters Score -1486601 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1486763.750000 Penalty: 4676.461914
	Iteration 15Q: 3 clusters Score -1486764 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1486900.625000 Penalty: 4676.461914
	Iteration 16Q: 3 clusters Score -1486901 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1487012.250000 Penalty: 4676.461914
	Iteration 17Q: 3 clusters Score -1487012 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1487118.750000 Penalty: 4676.461914
	Iteration 18Q: 3 clusters Score -1487119 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1487231.750000 Penalty: 4676.461914
	Iteration 19Q: 3 clusters Score -1487232 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1487331.875000 Penalty: 4676.461914
	Iteration 20F: 3 clusters Score -1487332 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1487443.875000 Penalty: 4676.461914
	Iteration 21Q: 3 clusters Score -1487444 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1487550.000000 Penalty: 4676.461914
	Iteration 22Q: 3 clusters Score -1487550 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1487658.125000 Penalty: 4676.461914
	Iteration 23Q: 3 clusters Score -1487658 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1487747.000000 Penalty: 4676.461914
	Iteration 24Q: 3 clusters Score -1487747 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1487831.250000 Penalty: 4676.461914
	Iteration 25Q: 3 clusters Score -1487831 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1487912.625000 Penalty: 4676.461914
	Iteration 26Q: 3 clusters Score -1487913 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1487991.500000 Penalty: 4676.461914
	Iteration 27Q: 3 clusters Score -1487992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1488046.250000 Penalty: 4676.461914
	Iteration 28Q: 3 clusters Score -1488046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1488099.125000 Penalty: 4676.461914
	Iteration 29Q: 3 clusters Score -1488099 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1488153.500000 Penalty: 4676.461914
	Iteration 30Q: 3 clusters Score -1488154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1488192.750000 Penalty: 4676.461914
	Iteration 31Q: 3 clusters Score -1488193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1488221.625000 Penalty: 4676.461914
	Iteration 32Q: 3 clusters Score -1488222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1488243.375000 Penalty: 4676.461914
	Iteration 33Q: 3 clusters Score -1488243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1488264.375000 Penalty: 4676.461914
	Iteration 34Q: 3 clusters Score -1488264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1488292.375000 Penalty: 4676.461914
	Iteration 35Q: 3 clusters Score -1488292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1488316.000000 Penalty: 4676.461914
	Iteration 36Q: 3 clusters Score -1488316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1488334.875000 Penalty: 4676.461914
	Iteration 37Q: 3 clusters Score -1488335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1488342.875000 Penalty: 4676.461914
	Iteration 38Q: 3 clusters Score -1488343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1488358.125000 Penalty: 4676.461914
	Iteration 39Q: 3 clusters Score -1488358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1488367.125000 Penalty: 4676.461914
	Iteration 40F: 3 clusters Score -1488367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1488377.125000 Penalty: 4676.461914
	Iteration 41Q: 3 clusters Score -1488377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1488392.000000 Penalty: 4676.461914
	Iteration 42Q: 3 clusters Score -1488392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1488406.750000 Penalty: 4676.461914
	Iteration 43Q: 3 clusters Score -1488407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1488412.375000 Penalty: 4676.461914
	Iteration 44Q: 3 clusters Score -1488412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1488417.875000 Penalty: 4676.461914
	Iteration 45Q: 3 clusters Score -1488418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1488422.500000 Penalty: 4676.461914
	Iteration 46Q: 3 clusters Score -1488422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1488425.875000 Penalty: 4676.461914
	Iteration 47Q: 3 clusters Score -1488426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1488429.000000 Penalty: 4676.461914
	Iteration 48Q: 3 clusters Score -1488429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1488432.750000 Penalty: 4676.461914
	Iteration 49Q: 3 clusters Score -1488433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1488433.250000 Penalty: 4676.461914
	Iteration 50Q: 3 clusters Score -1488433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1488440.875000 Penalty: 4676.461914
	Iteration 51Q: 3 clusters Score -1488441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1488444.875000 Penalty: 4676.461914
	Iteration 52Q: 3 clusters Score -1488445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1488451.375000 Penalty: 4676.461914
	Iteration 53Q: 3 clusters Score -1488451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1488454.750000 Penalty: 4676.461914
	Iteration 54Q: 3 clusters Score -1488455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1488455.750000 Penalty: 4676.461914
	Iteration 55Q: 3 clusters Score -1488456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1488461.250000 Penalty: 4676.461914
	Iteration 56Q: 3 clusters Score -1488461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1488465.250000 Penalty: 4676.461914
	Iteration 57Q: 3 clusters Score -1488465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1488468.875000 Penalty: 4676.461914
	Iteration 58Q: 3 clusters Score -1488469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1488472.875000 Penalty: 4676.461914
	Iteration 59Q: 3 clusters Score -1488473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1488472.375000 Penalty: 4676.461914
	Iteration 60F: 3 clusters Score -1488472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1488475.375000 Penalty: 4676.461914
	Iteration 61Q: 3 clusters Score -1488475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1488474.125000 Penalty: 4676.461914
	Iteration 62Q: 3 clusters Score -1488474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1488476.625000 Penalty: 4676.461914
	Iteration 63Q: 3 clusters Score -1488477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1488475.500000 Penalty: 4676.461914
	Iteration 64Q: 3 clusters Score -1488476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1488476.500000 Penalty: 4676.461914
	Iteration 65Q: 3 clusters Score -1488476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1488479.875000 Penalty: 4676.461914
	Iteration 66Q: 3 clusters Score -1488480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1488480.375000 Penalty: 4676.461914
	Iteration 67Q: 3 clusters Score -1488480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1488481.375000 Penalty: 4676.461914
	Iteration 68Q: 3 clusters Score -1488481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1488482.250000 Penalty: 4676.461914
	Iteration 69Q: 3 clusters Score -1488482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1488482.500000 Penalty: 4676.461914
	Iteration 70Q: 3 clusters Score -1488482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1488482.500000 Penalty: 4676.461914
	Iteration 71F: 3 clusters Score -1488482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -111086.742188 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -111086.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -109154.781250 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -109154.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -109527.375000 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -109527.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109666.828125 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -109666.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -109742.125000 Penalty: 3452.332520
	Iteration 3Q: 3 clusters Score -109742.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109777.578125 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -109777.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109821.632812 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -109821.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109839.687500 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -109839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109848.601562 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -109848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -109854.796875 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -109854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109858.617188 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -109858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -109865.953125 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -109866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -109870.960938 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -109871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109881.312500 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -109881.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -109886.695312 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -109886.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109889.828125 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -109889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109892.171875 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -109892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109892.171875 Penalty: 3452.332520
	Iteration 16F: 3 clusters Score -109892.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -798148.937500 Penalty: 2163.441895
	Iteration 0F: 2 clusters Score -798148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -792903.500000 Penalty: 4326.883789
	Iteration 0F: 3 clusters Score -792903.5 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -794325.125000 Penalty: 4326.883789
	Iteration 1F: 3 clusters Score -794325.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -794563.437500 Penalty: 4326.883789
	Iteration 2F: 3 clusters Score -794563.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -794699.250000 Penalty: 4326.883789
	Iteration 3Q: 3 clusters Score -794699.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -794783.250000 Penalty: 4326.883789
	Iteration 4Q: 3 clusters Score -794783.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -794851.750000 Penalty: 4326.883789
	Iteration 5Q: 3 clusters Score -794851.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -794905.625000 Penalty: 4326.883789
	Iteration 6Q: 3 clusters Score -794905.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -794945.375000 Penalty: 4326.883789
	Iteration 7Q: 3 clusters Score -794945.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -794971.625000 Penalty: 4326.883789
	Iteration 8Q: 3 clusters Score -794971.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -794996.500000 Penalty: 4326.883789
	Iteration 9Q: 3 clusters Score -794996.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -795018.125000 Penalty: 4326.883789
	Iteration 10Q: 3 clusters Score -795018.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -795041.000000 Penalty: 4326.883789
	Iteration 11Q: 3 clusters Score -795041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -795062.687500 Penalty: 4326.883789
	Iteration 12Q: 3 clusters Score -795062.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -795083.437500 Penalty: 4326.883789
	Iteration 13Q: 3 clusters Score -795083.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -795097.750000 Penalty: 4326.883789
	Iteration 14Q: 3 clusters Score -795097.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -795115.375000 Penalty: 4326.883789
	Iteration 15Q: 3 clusters Score -795115.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -795136.000000 Penalty: 4326.883789
	Iteration 16Q: 3 clusters Score -795136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -795158.687500 Penalty: 4326.883789
	Iteration 17Q: 3 clusters Score -795158.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -795191.375000 Penalty: 4326.883789
	Iteration 18Q: 3 clusters Score -795191.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -795230.687500 Penalty: 4326.883789
	Iteration 19Q: 3 clusters Score -795230.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -795280.687500 Penalty: 4326.883789
	Iteration 20F: 3 clusters Score -795280.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -795328.812500 Penalty: 4326.883789
	Iteration 21Q: 3 clusters Score -795328.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -795374.687500 Penalty: 4326.883789
	Iteration 22Q: 3 clusters Score -795374.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -795417.812500 Penalty: 4326.883789
	Iteration 23Q: 3 clusters Score -795417.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -795468.062500 Penalty: 4326.883789
	Iteration 24Q: 3 clusters Score -795468.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -795537.000000 Penalty: 4326.883789
	Iteration 25Q: 3 clusters Score -795537 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -795597.562500 Penalty: 4326.883789
	Iteration 26Q: 3 clusters Score -795597.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -795671.625000 Penalty: 4326.883789
	Iteration 27Q: 3 clusters Score -795671.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -795752.500000 Penalty: 4326.883789
	Iteration 28Q: 3 clusters Score -795752.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -795844.312500 Penalty: 4326.883789
	Iteration 29Q: 3 clusters Score -795844.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -795951.000000 Penalty: 4326.883789
	Iteration 30Q: 3 clusters Score -795951 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -796068.437500 Penalty: 4326.883789
	Iteration 31Q: 3 clusters Score -796068.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -796180.500000 Penalty: 4326.883789
	Iteration 32Q: 3 clusters Score -796180.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -796299.562500 Penalty: 4326.883789
	Iteration 33Q: 3 clusters Score -796299.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -796410.812500 Penalty: 4326.883789
	Iteration 34Q: 3 clusters Score -796410.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -796540.062500 Penalty: 4326.883789
	Iteration 35Q: 3 clusters Score -796540.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -796706.687500 Penalty: 4326.883789
	Iteration 36Q: 3 clusters Score -796706.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -796875.187500 Penalty: 4326.883789
	Iteration 37Q: 3 clusters Score -796875.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -797005.187500 Penalty: 4326.883789
	Iteration 38Q: 3 clusters Score -797005.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -797095.687500 Penalty: 4326.883789
	Iteration 39Q: 3 clusters Score -797095.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -797170.062500 Penalty: 4326.883789
	Iteration 40F: 3 clusters Score -797170.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -797236.312500 Penalty: 4326.883789
	Iteration 41Q: 3 clusters Score -797236.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -797284.625000 Penalty: 4326.883789
	Iteration 42Q: 3 clusters Score -797284.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -797325.687500 Penalty: 4326.883789
	Iteration 43Q: 3 clusters Score -797325.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -797351.875000 Penalty: 4326.883789
	Iteration 44Q: 3 clusters Score -797351.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -797367.687500 Penalty: 4326.883789
	Iteration 45Q: 3 clusters Score -797367.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -797377.187500 Penalty: 4326.883789
	Iteration 46Q: 3 clusters Score -797377.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -797382.812500 Penalty: 4326.883789
	Iteration 47Q: 3 clusters Score -797382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -797386.250000 Penalty: 4326.883789
	Iteration 48Q: 3 clusters Score -797386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -797388.437500 Penalty: 4326.883789
	Iteration 49Q: 3 clusters Score -797388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -797390.375000 Penalty: 4326.883789
	Iteration 50Q: 3 clusters Score -797390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -797392.375000 Penalty: 4326.883789
	Iteration 51Q: 3 clusters Score -797392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -797395.375000 Penalty: 4326.883789
	Iteration 52Q: 3 clusters Score -797395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -797395.875000 Penalty: 4326.883789
	Iteration 53Q: 3 clusters Score -797395.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -797398.312500 Penalty: 4326.883789
	Iteration 54Q: 3 clusters Score -797398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -797400.000000 Penalty: 4326.883789
	Iteration 55Q: 3 clusters Score -797400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -797399.812500 Penalty: 4326.883789
	Iteration 56Q: 3 clusters Score -797399.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -797399.812500 Penalty: 4326.883789
	Iteration 57F: 3 clusters Score -797399.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Entering Unmasked Estep 
Score: -848082.625000 Penalty: 2200.932617
	Iteration 0F: 2 clusters Score -848082.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -842191.875000 Penalty: 4401.865234
	Iteration 0F: 3 clusters Score -842191.9 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -843901.562500 Penalty: 4401.865234
	Iteration 1F: 3 clusters Score -843901.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -844280.062500 Penalty: 4401.865234
	Iteration 2F: 3 clusters Score -844280.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -844557.750000 Penalty: 4401.865234
	Iteration 3F: 3 clusters Score -844557.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -844827.750000 Penalty: 4401.865234
	Iteration 4F: 3 clusters Score -844827.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -845052.500000 Penalty: 4401.865234
	Iteration 5Q: 3 clusters Score -845052.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -845280.000000 Penalty: 4401.865234
	Iteration 6Q: 3 clusters Score -845280 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -845513.750000 Penalty: 4401.865234
	Iteration 7Q: 3 clusters Score -845513.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -845730.625000 Penalty: 4401.865234
	Iteration 8Q: 3 clusters Score -845730.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -845915.812500 Penalty: 4401.865234
	Iteration 9Q: 3 clusters Score -845915.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -846076.312500 Penalty: 4401.865234
	Iteration 10Q: 3 clusters Score -846076.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -846232.687500 Penalty: 4401.865234
	Iteration 11Q: 3 clusters Score -846232.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -846394.062500 Penalty: 4401.865234
	Iteration 12Q: 3 clusters Score -846394.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -846557.000000 Penalty: 4401.865234
	Iteration 13Q: 3 clusters Score -846557 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -846707.812500 Penalty: 4401.865234
	Iteration 14Q: 3 clusters Score -846707.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -846842.875000 Penalty: 4401.865234
	Iteration 15Q: 3 clusters Score -846842.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -846959.062500 Penalty: 4401.865234
	Iteration 16Q: 3 clusters Score -846959.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -847048.125000 Penalty: 4401.865234
	Iteration 17Q: 3 clusters Score -847048.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -847120.437500 Penalty: 4401.865234
	Iteration 18Q: 3 clusters Score -847120.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -847170.312500 Penalty: 4401.865234
	Iteration 19Q: 3 clusters Score -847170.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -847248.562500 Penalty: 4401.865234
	Iteration 20F: 3 clusters Score -847248.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -847298.437500 Penalty: 4401.865234
	Iteration 21Q: 3 clusters Score -847298.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -847322.812500 Penalty: 4401.865234
	Iteration 22Q: 3 clusters Score -847322.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -847355.937500 Penalty: 4401.865234
	Iteration 23Q: 3 clusters Score -847355.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -847374.687500 Penalty: 4401.865234
	Iteration 24Q: 3 clusters Score -847374.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -847386.625000 Penalty: 4401.865234
	Iteration 25Q: 3 clusters Score -847386.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -847399.562500 Penalty: 4401.865234
	Iteration 26Q: 3 clusters Score -847399.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -847410.625000 Penalty: 4401.865234
	Iteration 27Q: 3 clusters Score -847410.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -847421.562500 Penalty: 4401.865234
	Iteration 28Q: 3 clusters Score -847421.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -847439.312500 Penalty: 4401.865234
	Iteration 29Q: 3 clusters Score -847439.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -847449.687500 Penalty: 4401.865234
	Iteration 30Q: 3 clusters Score -847449.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -847455.125000 Penalty: 4401.865234
	Iteration 31Q: 3 clusters Score -847455.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -847463.375000 Penalty: 4401.865234
	Iteration 32Q: 3 clusters Score -847463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -847468.500000 Penalty: 4401.865234
	Iteration 33Q: 3 clusters Score -847468.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -847474.625000 Penalty: 4401.865234
	Iteration 34Q: 3 clusters Score -847474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -847476.687500 Penalty: 4401.865234
	Iteration 35Q: 3 clusters Score -847476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -847479.937500 Penalty: 4401.865234
	Iteration 36Q: 3 clusters Score -847479.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -847482.750000 Penalty: 4401.865234
	Iteration 37Q: 3 clusters Score -847482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -847485.500000 Penalty: 4401.865234
	Iteration 38Q: 3 clusters Score -847485.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -847486.937500 Penalty: 4401.865234
	Iteration 39Q: 3 clusters Score -847486.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -847486.937500 Penalty: 4401.865234
	Iteration 40F: 3 clusters Score -847486.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -196411.078125 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -196411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193976.671875 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -193976.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -194485.921875 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -194485.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194656.062500 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -194656.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -194765.906250 Penalty: 3686.218506
	Iteration 3F: 3 clusters Score -194765.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -194853.390625 Penalty: 3686.218506
	Iteration 4Q: 3 clusters Score -194853.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -194970.500000 Penalty: 3686.218506
	Iteration 5Q: 3 clusters Score -194970.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -195076.781250 Penalty: 3686.218506
	Iteration 6F: 3 clusters Score -195076.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -195154.406250 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -195154.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -195228.250000 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -195228.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -195301.312500 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -195301.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -195355.500000 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -195355.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -195396.593750 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -195396.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -195413.468750 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -195413.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -195420.203125 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -195420.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -195428.312500 Penalty: 3686.218506
	Iteration 14Q: 3 clusters Score -195428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -195434.859375 Penalty: 3686.218506
	Iteration 15Q: 3 clusters Score -195434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -195439.890625 Penalty: 3686.218506
	Iteration 16Q: 3 clusters Score -195439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -195445.656250 Penalty: 3686.218506
	Iteration 17Q: 3 clusters Score -195445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -195450.062500 Penalty: 3686.218506
	Iteration 18Q: 3 clusters Score -195450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -195451.937500 Penalty: 3686.218506
	Iteration 19Q: 3 clusters Score -195451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -195453.953125 Penalty: 3686.218506
	Iteration 20F: 3 clusters Score -195454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Entering Unmasked Estep 
Score: -4049680.000000 Penalty: 2570.610352
	Iteration 0F: 2 clusters Score -4049680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -4028003.750000 Penalty: 5141.220703
	Iteration 0F: 3 clusters Score -4028004 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4035882.000000 Penalty: 5141.220703
	Iteration 1F: 3 clusters Score -4035882 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4036380.500000 Penalty: 5141.220703
	Iteration 2Q: 3 clusters Score -4036380 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4036797.250000 Penalty: 5141.220703
	Iteration 3Q: 3 clusters Score -4036797 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4037149.750000 Penalty: 5141.220703
	Iteration 4Q: 3 clusters Score -4037150 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4037529.750000 Penalty: 5141.220703
	Iteration 5Q: 3 clusters Score -4037530 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -4037937.250000 Penalty: 5141.220703
	Iteration 6Q: 3 clusters Score -4037937 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -4038507.000000 Penalty: 5141.220703
	Iteration 7Q: 3 clusters Score -4038507 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -4039364.500000 Penalty: 5141.220703
	Iteration 8F: 3 clusters Score -4039364 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4040651.250000 Penalty: 5141.220703
	Iteration 9F: 3 clusters Score -4040651 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -4042387.500000 Penalty: 5141.220703
	Iteration 10F: 3 clusters Score -4042388 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -4044259.250000 Penalty: 5141.220703
	Iteration 11F: 3 clusters Score -4044259 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -4045704.750000 Penalty: 5141.220703
	Iteration 12F: 3 clusters Score -4045705 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4046517.500000 Penalty: 5141.220703
	Iteration 13Q: 3 clusters Score -4046518 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4046903.000000 Penalty: 5141.220703
	Iteration 14Q: 3 clusters Score -4046903 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4047079.500000 Penalty: 5141.220703
	Iteration 15Q: 3 clusters Score -4047080 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4047187.750000 Penalty: 5141.220703
	Iteration 16Q: 3 clusters Score -4047188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4047252.750000 Penalty: 5141.220703
	Iteration 17Q: 3 clusters Score -4047253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4047307.250000 Penalty: 5141.220703
	Iteration 18Q: 3 clusters Score -4047307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4047346.000000 Penalty: 5141.220703
	Iteration 19Q: 3 clusters Score -4047346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -4047377.000000 Penalty: 5141.220703
	Iteration 20F: 3 clusters Score -4047377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4047398.750000 Penalty: 5141.220703
	Iteration 21Q: 3 clusters Score -4047399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4047405.500000 Penalty: 5141.220703
	Iteration 22Q: 3 clusters Score -4047406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4047410.000000 Penalty: 5141.220703
	Iteration 23Q: 3 clusters Score -4047410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4047415.250000 Penalty: 5141.220703
	Iteration 24Q: 3 clusters Score -4047415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4047419.750000 Penalty: 5141.220703
	Iteration 25Q: 3 clusters Score -4047420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4047419.750000 Penalty: 5141.220703
	Iteration 26F: 3 clusters Score -4047420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (72573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Entering Unmasked Estep 
Score: -9323090.000000 Penalty: 2775.702393
	Iteration 0F: 2 clusters Score -9323090 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 36089 members 
Entering Unmasked Estep 
Score: -9274402.000000 Penalty: 5551.404785
	Iteration 0F: 3 clusters Score -9274402 nChanged 33918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -9293537.000000 Penalty: 5551.404785
	Iteration 1F: 3 clusters Score -9293537 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -9294466.000000 Penalty: 5551.404785
	Iteration 2Q: 3 clusters Score -9294466 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -9295826.000000 Penalty: 5551.404785
	Iteration 3Q: 3 clusters Score -9295826 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -9298260.000000 Penalty: 5551.404785
	Iteration 4F: 3 clusters Score -9298260 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -9301765.000000 Penalty: 5551.404785
	Iteration 5F: 3 clusters Score -9301765 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -9306315.000000 Penalty: 5551.404785
	Iteration 6F: 3 clusters Score -9306315 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -9310609.000000 Penalty: 5551.404785
	Iteration 7F: 3 clusters Score -9310609 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -9313981.000000 Penalty: 5551.404785
	Iteration 8F: 3 clusters Score -9313981 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -9316502.000000 Penalty: 5551.404785
	Iteration 9Q: 3 clusters Score -9316502 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -9318267.000000 Penalty: 5551.404785
	Iteration 10Q: 3 clusters Score -9318267 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9319423.000000 Penalty: 5551.404785
	Iteration 11Q: 3 clusters Score -9319423 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9320017.000000 Penalty: 5551.404785
	Iteration 12Q: 3 clusters Score -9320017 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71712 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9320350.000000 Penalty: 5551.404785
	Iteration 13Q: 3 clusters Score -9320350 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9320514.000000 Penalty: 5551.404785
	Iteration 14Q: 3 clusters Score -9320514 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9320600.000000 Penalty: 5551.404785
	Iteration 15Q: 3 clusters Score -9320600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9320635.000000 Penalty: 5551.404785
	Iteration 16Q: 3 clusters Score -9320635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9320653.000000 Penalty: 5551.404785
	Iteration 17Q: 3 clusters Score -9320653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9320679.000000 Penalty: 5551.404785
	Iteration 18Q: 3 clusters Score -9320679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9320700.000000 Penalty: 5551.404785
	Iteration 19Q: 3 clusters Score -9320700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9320710.000000 Penalty: 5551.404785
	Iteration 20F: 3 clusters Score -9320710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9320723.000000 Penalty: 5551.404785
	Iteration 21Q: 3 clusters Score -9320723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9320731.000000 Penalty: 5551.404785
	Iteration 22Q: 3 clusters Score -9320731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9320736.000000 Penalty: 5551.404785
	Iteration 23Q: 3 clusters Score -9320736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9320740.000000 Penalty: 5551.404785
	Iteration 24Q: 3 clusters Score -9320740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9320745.000000 Penalty: 5551.404785
	Iteration 25Q: 3 clusters Score -9320745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9320738.000000 Penalty: 5551.404785
	Iteration 26Q: 3 clusters Score -9320738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9320745.000000 Penalty: 5551.404785
	Iteration 27Q: 3 clusters Score -9320745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9320749.000000 Penalty: 5551.404785
	Iteration 28Q: 3 clusters Score -9320749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9320749.000000 Penalty: 5551.404785
	Iteration 29F: 3 clusters Score -9320749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (155120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155120 members 
Entering Unmasked Estep 
Score: -19878610.000000 Penalty: 2964.084473
	Iteration 0F: 2 clusters Score -1.987861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -19775108.000000 Penalty: 5928.168945
	Iteration 0F: 3 clusters Score -1.977511e+07 nChanged 74028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -19817828.000000 Penalty: 5928.168945
	Iteration 1F: 3 clusters Score -1.981783e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -19818924.000000 Penalty: 5928.168945
	Iteration 2Q: 3 clusters Score -1.981892e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85354 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -19820178.000000 Penalty: 5928.168945
	Iteration 3Q: 3 clusters Score -1.982018e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -19822330.000000 Penalty: 5928.168945
	Iteration 4Q: 3 clusters Score -1.982233e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -19826216.000000 Penalty: 5928.168945
	Iteration 5Q: 3 clusters Score -1.982622e+07 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -19832308.000000 Penalty: 5928.168945
	Iteration 6F: 3 clusters Score -1.983231e+07 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117424 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -19841942.000000 Penalty: 5928.168945
	Iteration 7F: 3 clusters Score -1.984194e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129638 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -19852798.000000 Penalty: 5928.168945
	Iteration 8F: 3 clusters Score -1.98528e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139930 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -19862378.000000 Penalty: 5928.168945
	Iteration 9F: 3 clusters Score -1.986238e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147164 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -19869152.000000 Penalty: 5928.168945
	Iteration 10Q: 3 clusters Score -1.986915e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151385 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -19872954.000000 Penalty: 5928.168945
	Iteration 11Q: 3 clusters Score -1.987295e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -19874742.000000 Penalty: 5928.168945
	Iteration 12Q: 3 clusters Score -1.987474e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154294 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -19875410.000000 Penalty: 5928.168945
	Iteration 13Q: 3 clusters Score -1.987541e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154587 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19875672.000000 Penalty: 5928.168945
	Iteration 14Q: 3 clusters Score -1.987567e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154720 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -19875786.000000 Penalty: 5928.168945
	Iteration 15Q: 3 clusters Score -1.987579e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154778 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -19875870.000000 Penalty: 5928.168945
	Iteration 16Q: 3 clusters Score -1.987587e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154801 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19875886.000000 Penalty: 5928.168945
	Iteration 17Q: 3 clusters Score -1.987589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19875914.000000 Penalty: 5928.168945
	Iteration 18Q: 3 clusters Score -1.987591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154822 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19875928.000000 Penalty: 5928.168945
	Iteration 19Q: 3 clusters Score -1.987593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19875954.000000 Penalty: 5928.168945
	Iteration 20F: 3 clusters Score -1.987595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19875956.000000 Penalty: 5928.168945
	Iteration 21Q: 3 clusters Score -1.987596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19875956.000000 Penalty: 5928.168945
	Iteration 22Q: 3 clusters Score -1.987596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154834 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19875978.000000 Penalty: 5928.168945
	Iteration 23Q: 3 clusters Score -1.987598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19875990.000000 Penalty: 5928.168945
	Iteration 24Q: 3 clusters Score -1.987599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154842 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19876010.000000 Penalty: 5928.168945
	Iteration 25Q: 3 clusters Score -1.987601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154846 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19876006.000000 Penalty: 5928.168945
	Iteration 26Q: 3 clusters Score -1.987601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19876008.000000 Penalty: 5928.168945
	Iteration 27Q: 3 clusters Score -1.987601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19876008.000000 Penalty: 5928.168945
	Iteration 28Q: 3 clusters Score -1.987601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154850 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19876022.000000 Penalty: 5928.168945
	Iteration 29Q: 3 clusters Score -1.987602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19876018.000000 Penalty: 5928.168945
	Iteration 30Q: 3 clusters Score -1.987602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19876018.000000 Penalty: 5928.168945
	Iteration 31F: 3 clusters Score -1.987602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Entering Unmasked Estep 
Score: -598804.937500 Penalty: 2096.760498
	Iteration 0F: 2 clusters Score -598804.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -594465.500000 Penalty: 4193.520996
	Iteration 0F: 3 clusters Score -594465.5 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -595473.562500 Penalty: 4193.520996
	Iteration 1F: 3 clusters Score -595473.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -595694.437500 Penalty: 4193.520996
	Iteration 2F: 3 clusters Score -595694.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -595883.437500 Penalty: 4193.520996
	Iteration 3F: 3 clusters Score -595883.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -596032.937500 Penalty: 4193.520996
	Iteration 4Q: 3 clusters Score -596032.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -596146.500000 Penalty: 4193.520996
	Iteration 5Q: 3 clusters Score -596146.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -596248.062500 Penalty: 4193.520996
	Iteration 6Q: 3 clusters Score -596248.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -596349.250000 Penalty: 4193.520996
	Iteration 7Q: 3 clusters Score -596349.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -596450.625000 Penalty: 4193.520996
	Iteration 8Q: 3 clusters Score -596450.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -596540.062500 Penalty: 4193.520996
	Iteration 9Q: 3 clusters Score -596540.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -596590.437500 Penalty: 4193.520996
	Iteration 10Q: 3 clusters Score -596590.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -596624.625000 Penalty: 4193.520996
	Iteration 11Q: 3 clusters Score -596624.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -596659.187500 Penalty: 4193.520996
	Iteration 12Q: 3 clusters Score -596659.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -596687.750000 Penalty: 4193.520996
	Iteration 13Q: 3 clusters Score -596687.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -596718.187500 Penalty: 4193.520996
	Iteration 14Q: 3 clusters Score -596718.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -596737.437500 Penalty: 4193.520996
	Iteration 15Q: 3 clusters Score -596737.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -596750.375000 Penalty: 4193.520996
	Iteration 16Q: 3 clusters Score -596750.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -596761.125000 Penalty: 4193.520996
	Iteration 17Q: 3 clusters Score -596761.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -596775.375000 Penalty: 4193.520996
	Iteration 18Q: 3 clusters Score -596775.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -596787.625000 Penalty: 4193.520996
	Iteration 19Q: 3 clusters Score -596787.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -596799.250000 Penalty: 4193.520996
	Iteration 20F: 3 clusters Score -596799.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -596808.875000 Penalty: 4193.520996
	Iteration 21Q: 3 clusters Score -596808.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -596817.625000 Penalty: 4193.520996
	Iteration 22Q: 3 clusters Score -596817.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -596824.375000 Penalty: 4193.520996
	Iteration 23Q: 3 clusters Score -596824.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -596829.000000 Penalty: 4193.520996
	Iteration 24Q: 3 clusters Score -596829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -596834.062500 Penalty: 4193.520996
	Iteration 25Q: 3 clusters Score -596834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -596837.687500 Penalty: 4193.520996
	Iteration 26Q: 3 clusters Score -596837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -596841.250000 Penalty: 4193.520996
	Iteration 27Q: 3 clusters Score -596841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -596845.500000 Penalty: 4193.520996
	Iteration 28Q: 3 clusters Score -596845.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -596852.562500 Penalty: 4193.520996
	Iteration 29Q: 3 clusters Score -596852.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -596858.812500 Penalty: 4193.520996
	Iteration 30Q: 3 clusters Score -596858.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -596868.125000 Penalty: 4193.520996
	Iteration 31Q: 3 clusters Score -596868.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -596871.812500 Penalty: 4193.520996
	Iteration 32Q: 3 clusters Score -596871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -596877.187500 Penalty: 4193.520996
	Iteration 33Q: 3 clusters Score -596877.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -596880.750000 Penalty: 4193.520996
	Iteration 34Q: 3 clusters Score -596880.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -596884.437500 Penalty: 4193.520996
	Iteration 35Q: 3 clusters Score -596884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -596885.062500 Penalty: 4193.520996
	Iteration 36Q: 3 clusters Score -596885.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -596885.062500 Penalty: 4193.520996
	Iteration 37F: 3 clusters Score -596885.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -46529.468750 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -46529.47 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 242 members 
Entering Unmasked Estep 
Score: -45117.542969 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -45117.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45386.917969 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -45386.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45553.171875 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -45553.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45722.574219 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -45722.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45909.503906 Penalty: 3031.287842
	Iteration 4F: 3 clusters Score -45909.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46084.855469 Penalty: 3031.287842
	Iteration 5F: 3 clusters Score -46084.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46444.542969 Penalty: 3031.287842
	Iteration 6F: 3 clusters Score -46444.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46662.179688 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -46662.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46829.656250 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -46829.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46913.695312 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -46913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46913.695312 Penalty: 3031.287842
	Iteration 10F: 3 clusters Score -46913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72573 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 234 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18509 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56605 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25687 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33356 members 
Mstep: Class 33 contains 217 members 
Entering Unmasked Estep 
Score: -77989600.000000 Penalty: 109260.546875
Splitting cluster 14 changes total score from -77991048.000000 to -77989600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -371559.843750 Penalty: 1984.585083
	Iteration 0F: 2 clusters Score -371559.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -368390.625000 Penalty: 3969.170166
	Iteration 0F: 3 clusters Score -368390.6 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -369078.281250 Penalty: 3969.170166
	Iteration 1F: 3 clusters Score -369078.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -369192.343750 Penalty: 3969.170166
	Iteration 2F: 3 clusters Score -369192.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -369250.968750 Penalty: 3969.170166
	Iteration 3Q: 3 clusters Score -369251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -369288.250000 Penalty: 3969.170166
	Iteration 4Q: 3 clusters Score -369288.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -369313.250000 Penalty: 3969.170166
	Iteration 5Q: 3 clusters Score -369313.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -369334.093750 Penalty: 3969.170166
	Iteration 6Q: 3 clusters Score -369334.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -369352.187500 Penalty: 3969.170166
	Iteration 7Q: 3 clusters Score -369352.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -369370.531250 Penalty: 3969.170166
	Iteration 8Q: 3 clusters Score -369370.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -369383.500000 Penalty: 3969.170166
	Iteration 9Q: 3 clusters Score -369383.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -369391.875000 Penalty: 3969.170166
	Iteration 10Q: 3 clusters Score -369391.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -369395.406250 Penalty: 3969.170166
	Iteration 11Q: 3 clusters Score -369395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -369400.656250 Penalty: 3969.170166
	Iteration 12Q: 3 clusters Score -369400.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -369402.437500 Penalty: 3969.170166
	Iteration 13Q: 3 clusters Score -369402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -369405.437500 Penalty: 3969.170166
	Iteration 14Q: 3 clusters Score -369405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -369406.843750 Penalty: 3969.170166
	Iteration 15Q: 3 clusters Score -369406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -369408.281250 Penalty: 3969.170166
	Iteration 16Q: 3 clusters Score -369408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -369410.156250 Penalty: 3969.170166
	Iteration 17Q: 3 clusters Score -369410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -369409.468750 Penalty: 3969.170166
	Iteration 18Q: 3 clusters Score -369409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -369410.093750 Penalty: 3969.170166
	Iteration 19Q: 3 clusters Score -369410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -369410.250000 Penalty: 3969.170166
	Iteration 20F: 3 clusters Score -369410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -369410.312500 Penalty: 3969.170166
	Iteration 21Q: 3 clusters Score -369410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -369411.875000 Penalty: 3969.170166
	Iteration 22Q: 3 clusters Score -369411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -369412.750000 Penalty: 3969.170166
	Iteration 23Q: 3 clusters Score -369412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -369413.531250 Penalty: 3969.170166
	Iteration 24Q: 3 clusters Score -369413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -369413.875000 Penalty: 3969.170166
	Iteration 25Q: 3 clusters Score -369413.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -369413.875000 Penalty: 3969.170166
	Iteration 26F: 3 clusters Score -369413.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Entering Unmasked Estep 
Score: -937072.500000 Penalty: 2221.781738
	Iteration 0F: 2 clusters Score -937072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -930736.250000 Penalty: 4443.563477
	Iteration 0F: 3 clusters Score -930736.2 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -932463.000000 Penalty: 4443.563477
	Iteration 1F: 3 clusters Score -932463 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -932796.125000 Penalty: 4443.563477
	Iteration 2F: 3 clusters Score -932796.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -933018.875000 Penalty: 4443.563477
	Iteration 3F: 3 clusters Score -933018.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -933178.562500 Penalty: 4443.563477
	Iteration 4Q: 3 clusters Score -933178.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -933300.500000 Penalty: 4443.563477
	Iteration 5Q: 3 clusters Score -933300.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -933394.937500 Penalty: 4443.563477
	Iteration 6Q: 3 clusters Score -933394.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -933483.062500 Penalty: 4443.563477
	Iteration 7Q: 3 clusters Score -933483.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -933556.437500 Penalty: 4443.563477
	Iteration 8Q: 3 clusters Score -933556.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -933631.125000 Penalty: 4443.563477
	Iteration 9Q: 3 clusters Score -933631.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -933704.312500 Penalty: 4443.563477
	Iteration 10Q: 3 clusters Score -933704.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -933794.500000 Penalty: 4443.563477
	Iteration 11Q: 3 clusters Score -933794.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -933891.125000 Penalty: 4443.563477
	Iteration 12Q: 3 clusters Score -933891.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -933995.437500 Penalty: 4443.563477
	Iteration 13Q: 3 clusters Score -933995.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -934092.625000 Penalty: 4443.563477
	Iteration 14Q: 3 clusters Score -934092.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -934196.437500 Penalty: 4443.563477
	Iteration 15Q: 3 clusters Score -934196.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -934303.125000 Penalty: 4443.563477
	Iteration 16Q: 3 clusters Score -934303.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -934423.187500 Penalty: 4443.563477
	Iteration 17Q: 3 clusters Score -934423.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -934542.750000 Penalty: 4443.563477
	Iteration 18Q: 3 clusters Score -934542.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -934637.375000 Penalty: 4443.563477
	Iteration 19Q: 3 clusters Score -934637.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -934703.000000 Penalty: 4443.563477
	Iteration 20F: 3 clusters Score -934703 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -934748.437500 Penalty: 4443.563477
	Iteration 21Q: 3 clusters Score -934748.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -934789.000000 Penalty: 4443.563477
	Iteration 22Q: 3 clusters Score -934789 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -934822.625000 Penalty: 4443.563477
	Iteration 23Q: 3 clusters Score -934822.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -934848.937500 Penalty: 4443.563477
	Iteration 24Q: 3 clusters Score -934848.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -934869.812500 Penalty: 4443.563477
	Iteration 25Q: 3 clusters Score -934869.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -934885.312500 Penalty: 4443.563477
	Iteration 26Q: 3 clusters Score -934885.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -934901.812500 Penalty: 4443.563477
	Iteration 27Q: 3 clusters Score -934901.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -934914.125000 Penalty: 4443.563477
	Iteration 28Q: 3 clusters Score -934914.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -934925.062500 Penalty: 4443.563477
	Iteration 29Q: 3 clusters Score -934925.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -934941.687500 Penalty: 4443.563477
	Iteration 30Q: 3 clusters Score -934941.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -934953.187500 Penalty: 4443.563477
	Iteration 31Q: 3 clusters Score -934953.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -934971.750000 Penalty: 4443.563477
	Iteration 32Q: 3 clusters Score -934971.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -934993.312500 Penalty: 4443.563477
	Iteration 33Q: 3 clusters Score -934993.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -935007.687500 Penalty: 4443.563477
	Iteration 34Q: 3 clusters Score -935007.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -935017.937500 Penalty: 4443.563477
	Iteration 35Q: 3 clusters Score -935017.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -935024.937500 Penalty: 4443.563477
	Iteration 36Q: 3 clusters Score -935024.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -935029.750000 Penalty: 4443.563477
	Iteration 37Q: 3 clusters Score -935029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -935033.250000 Penalty: 4443.563477
	Iteration 38Q: 3 clusters Score -935033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -935037.062500 Penalty: 4443.563477
	Iteration 39Q: 3 clusters Score -935037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -935038.750000 Penalty: 4443.563477
	Iteration 40F: 3 clusters Score -935038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -935040.750000 Penalty: 4443.563477
	Iteration 41Q: 3 clusters Score -935040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -935041.125000 Penalty: 4443.563477
	Iteration 42Q: 3 clusters Score -935041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -935041.312500 Penalty: 4443.563477
	Iteration 43Q: 3 clusters Score -935041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -935042.375000 Penalty: 4443.563477
	Iteration 44Q: 3 clusters Score -935042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -935042.000000 Penalty: 4443.563477
	Iteration 45Q: 3 clusters Score -935042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -935042.000000 Penalty: 4443.563477
	Iteration 46F: 3 clusters Score -935042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Entering Unmasked Estep 
Score: -3138595.500000 Penalty: 2512.759766
	Iteration 0F: 2 clusters Score -3138596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3121254.500000 Penalty: 5025.519531
	Iteration 0F: 3 clusters Score -3121254 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3127861.000000 Penalty: 5025.519531
	Iteration 1F: 3 clusters Score -3127861 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3129144.750000 Penalty: 5025.519531
	Iteration 2F: 3 clusters Score -3129145 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3130535.250000 Penalty: 5025.519531
	Iteration 3F: 3 clusters Score -3130535 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3132007.500000 Penalty: 5025.519531
	Iteration 4F: 3 clusters Score -3132008 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3133280.250000 Penalty: 5025.519531
	Iteration 5F: 3 clusters Score -3133280 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3134294.750000 Penalty: 5025.519531
	Iteration 6F: 3 clusters Score -3134295 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3135002.000000 Penalty: 5025.519531
	Iteration 7F: 3 clusters Score -3135002 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3135479.500000 Penalty: 5025.519531
	Iteration 8Q: 3 clusters Score -3135480 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3135809.750000 Penalty: 5025.519531
	Iteration 9Q: 3 clusters Score -3135810 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3136108.500000 Penalty: 5025.519531
	Iteration 10Q: 3 clusters Score -3136108 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3136399.000000 Penalty: 5025.519531
	Iteration 11Q: 3 clusters Score -3136399 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3136661.250000 Penalty: 5025.519531
	Iteration 12Q: 3 clusters Score -3136661 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3136893.250000 Penalty: 5025.519531
	Iteration 13Q: 3 clusters Score -3136893 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3137118.250000 Penalty: 5025.519531
	Iteration 14Q: 3 clusters Score -3137118 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3137315.000000 Penalty: 5025.519531
	Iteration 15Q: 3 clusters Score -3137315 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3137500.500000 Penalty: 5025.519531
	Iteration 16Q: 3 clusters Score -3137500 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3137677.750000 Penalty: 5025.519531
	Iteration 17Q: 3 clusters Score -3137678 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3137839.000000 Penalty: 5025.519531
	Iteration 18Q: 3 clusters Score -3137839 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3137991.500000 Penalty: 5025.519531
	Iteration 19Q: 3 clusters Score -3137992 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -3138086.750000 Penalty: 5025.519531
	Iteration 20F: 3 clusters Score -3138087 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3138177.250000 Penalty: 5025.519531
	Iteration 21Q: 3 clusters Score -3138177 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3138256.500000 Penalty: 5025.519531
	Iteration 22Q: 3 clusters Score -3138256 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3138332.500000 Penalty: 5025.519531
	Iteration 23Q: 3 clusters Score -3138332 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3138390.000000 Penalty: 5025.519531
	Iteration 24Q: 3 clusters Score -3138390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3138414.250000 Penalty: 5025.519531
	Iteration 25Q: 3 clusters Score -3138414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3138447.250000 Penalty: 5025.519531
	Iteration 26Q: 3 clusters Score -3138447 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3138461.500000 Penalty: 5025.519531
	Iteration 27Q: 3 clusters Score -3138462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3138492.750000 Penalty: 5025.519531
	Iteration 28Q: 3 clusters Score -3138493 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3138507.750000 Penalty: 5025.519531
	Iteration 29Q: 3 clusters Score -3138508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3138515.250000 Penalty: 5025.519531
	Iteration 30Q: 3 clusters Score -3138515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3138525.000000 Penalty: 5025.519531
	Iteration 31Q: 3 clusters Score -3138525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3138533.500000 Penalty: 5025.519531
	Iteration 32Q: 3 clusters Score -3138534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3138544.250000 Penalty: 5025.519531
	Iteration 33Q: 3 clusters Score -3138544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3138557.500000 Penalty: 5025.519531
	Iteration 34Q: 3 clusters Score -3138558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3138560.000000 Penalty: 5025.519531
	Iteration 35Q: 3 clusters Score -3138560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3138575.750000 Penalty: 5025.519531
	Iteration 36Q: 3 clusters Score -3138576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3138578.000000 Penalty: 5025.519531
	Iteration 37Q: 3 clusters Score -3138578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3138586.500000 Penalty: 5025.519531
	Iteration 38Q: 3 clusters Score -3138586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3138614.250000 Penalty: 5025.519531
	Iteration 39Q: 3 clusters Score -3138614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3138623.250000 Penalty: 5025.519531
	Iteration 40F: 3 clusters Score -3138623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3138638.000000 Penalty: 5025.519531
	Iteration 41Q: 3 clusters Score -3138638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3138650.750000 Penalty: 5025.519531
	Iteration 42Q: 3 clusters Score -3138651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3138660.500000 Penalty: 5025.519531
	Iteration 43Q: 3 clusters Score -3138660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3138683.500000 Penalty: 5025.519531
	Iteration 44Q: 3 clusters Score -3138684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3138684.250000 Penalty: 5025.519531
	Iteration 45Q: 3 clusters Score -3138684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3138705.000000 Penalty: 5025.519531
	Iteration 46Q: 3 clusters Score -3138705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3138725.750000 Penalty: 5025.519531
	Iteration 47Q: 3 clusters Score -3138726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3138741.500000 Penalty: 5025.519531
	Iteration 48Q: 3 clusters Score -3138742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3138748.000000 Penalty: 5025.519531
	Iteration 49Q: 3 clusters Score -3138748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3138750.250000 Penalty: 5025.519531
	Iteration 50Q: 3 clusters Score -3138750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3138753.750000 Penalty: 5025.519531
	Iteration 51Q: 3 clusters Score -3138754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3138759.000000 Penalty: 5025.519531
	Iteration 52Q: 3 clusters Score -3138759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3138763.750000 Penalty: 5025.519531
	Iteration 53Q: 3 clusters Score -3138764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3138762.500000 Penalty: 5025.519531
	Iteration 54Q: 3 clusters Score -3138762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3138761.500000 Penalty: 5025.519531
	Iteration 55Q: 3 clusters Score -3138762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3138766.500000 Penalty: 5025.519531
	Iteration 56Q: 3 clusters Score -3138766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3138765.500000 Penalty: 5025.519531
	Iteration 57Q: 3 clusters Score -3138766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3138766.750000 Penalty: 5025.519531
	Iteration 58Q: 3 clusters Score -3138767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3138768.250000 Penalty: 5025.519531
	Iteration 59Q: 3 clusters Score -3138768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3138767.500000 Penalty: 5025.519531
	Iteration 60F: 3 clusters Score -3138768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3138767.250000 Penalty: 5025.519531
	Iteration 61Q: 3 clusters Score -3138767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3138769.750000 Penalty: 5025.519531
	Iteration 62Q: 3 clusters Score -3138770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3138767.500000 Penalty: 5025.519531
	Iteration 63Q: 3 clusters Score -3138768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3138771.000000 Penalty: 5025.519531
	Iteration 64Q: 3 clusters Score -3138771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3138771.000000 Penalty: 5025.519531
	Iteration 65F: 3 clusters Score -3138771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72573 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 1491 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18509 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56605 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25687 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33356 members 
Mstep: Class 33 contains 23646 members 
Entering Unmasked Estep 
Score: -77990416.000000 Penalty: 109260.546875
Splitting cluster 17 changes total score from -77991048.000000 to -77990416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -71006.187500 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -71006.19 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 320 members 
Entering Unmasked Estep 
Score: -69373.453125 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -69373.45 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69719.890625 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -69719.89 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70066.468750 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -70066.47 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70423.781250 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -70423.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70622.398438 Penalty: 3217.135742
	Iteration 4F: 3 clusters Score -70622.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70791.218750 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -70791.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70855.328125 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -70855.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70910.078125 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -70910.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70942.242188 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -70942.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70984.500000 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -70984.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71013.000000 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -71013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71030.156250 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -71030.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71038.164062 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -71038.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71047.703125 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -71047.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71047.703125 Penalty: 3217.135742
	Iteration 14F: 3 clusters Score -71047.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72573 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18509 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56605 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25687 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33356 members 
Mstep: Class 33 contains 388 members 
Entering Unmasked Estep 
Score: -77989392.000000 Penalty: 109260.546875
Splitting cluster 18 changes total score from -77991048.000000 to -77989392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -652396.500000 Penalty: 2116.688232
	Iteration 0F: 2 clusters Score -652396.5 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 2546 members 
Entering Unmasked Estep 
Score: -647813.375000 Penalty: 4233.376465
	Iteration 0F: 3 clusters Score -647813.4 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -648960.500000 Penalty: 4233.376465
	Iteration 1F: 3 clusters Score -648960.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -649220.125000 Penalty: 4233.376465
	Iteration 2F: 3 clusters Score -649220.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -649374.625000 Penalty: 4233.376465
	Iteration 3F: 3 clusters Score -649374.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -649504.250000 Penalty: 4233.376465
	Iteration 4Q: 3 clusters Score -649504.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -649626.562500 Penalty: 4233.376465
	Iteration 5Q: 3 clusters Score -649626.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -649766.875000 Penalty: 4233.376465
	Iteration 6Q: 3 clusters Score -649766.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -649880.562500 Penalty: 4233.376465
	Iteration 7Q: 3 clusters Score -649880.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -650014.625000 Penalty: 4233.376465
	Iteration 8Q: 3 clusters Score -650014.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -650152.187500 Penalty: 4233.376465
	Iteration 9Q: 3 clusters Score -650152.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -650287.437500 Penalty: 4233.376465
	Iteration 10Q: 3 clusters Score -650287.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -650430.250000 Penalty: 4233.376465
	Iteration 11Q: 3 clusters Score -650430.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -650571.375000 Penalty: 4233.376465
	Iteration 12Q: 3 clusters Score -650571.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -650687.250000 Penalty: 4233.376465
	Iteration 13Q: 3 clusters Score -650687.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -650782.312500 Penalty: 4233.376465
	Iteration 14Q: 3 clusters Score -650782.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -650860.250000 Penalty: 4233.376465
	Iteration 15Q: 3 clusters Score -650860.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -650931.062500 Penalty: 4233.376465
	Iteration 16Q: 3 clusters Score -650931.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -650982.812500 Penalty: 4233.376465
	Iteration 17Q: 3 clusters Score -650982.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -651019.875000 Penalty: 4233.376465
	Iteration 18Q: 3 clusters Score -651019.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -651056.500000 Penalty: 4233.376465
	Iteration 19Q: 3 clusters Score -651056.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -651079.937500 Penalty: 4233.376465
	Iteration 20F: 3 clusters Score -651079.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -651094.500000 Penalty: 4233.376465
	Iteration 21Q: 3 clusters Score -651094.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -651108.625000 Penalty: 4233.376465
	Iteration 22Q: 3 clusters Score -651108.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -651117.312500 Penalty: 4233.376465
	Iteration 23Q: 3 clusters Score -651117.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -651130.125000 Penalty: 4233.376465
	Iteration 24Q: 3 clusters Score -651130.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -651137.875000 Penalty: 4233.376465
	Iteration 25Q: 3 clusters Score -651137.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -651144.937500 Penalty: 4233.376465
	Iteration 26Q: 3 clusters Score -651144.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -651154.937500 Penalty: 4233.376465
	Iteration 27Q: 3 clusters Score -651154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -651162.250000 Penalty: 4233.376465
	Iteration 28Q: 3 clusters Score -651162.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -651169.500000 Penalty: 4233.376465
	Iteration 29Q: 3 clusters Score -651169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -651172.187500 Penalty: 4233.376465
	Iteration 30Q: 3 clusters Score -651172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -651177.062500 Penalty: 4233.376465
	Iteration 31Q: 3 clusters Score -651177.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -651181.812500 Penalty: 4233.376465
	Iteration 32Q: 3 clusters Score -651181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -651187.625000 Penalty: 4233.376465
	Iteration 33Q: 3 clusters Score -651187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -651193.125000 Penalty: 4233.376465
	Iteration 34Q: 3 clusters Score -651193.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -651199.312500 Penalty: 4233.376465
	Iteration 35Q: 3 clusters Score -651199.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -651201.062500 Penalty: 4233.376465
	Iteration 36Q: 3 clusters Score -651201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -651203.437500 Penalty: 4233.376465
	Iteration 37Q: 3 clusters Score -651203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -651205.562500 Penalty: 4233.376465
	Iteration 38Q: 3 clusters Score -651205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -651207.625000 Penalty: 4233.376465
	Iteration 39Q: 3 clusters Score -651207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -651209.625000 Penalty: 4233.376465
	Iteration 40F: 3 clusters Score -651209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -651209.250000 Penalty: 4233.376465
	Iteration 41Q: 3 clusters Score -651209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -651208.625000 Penalty: 4233.376465
	Iteration 42Q: 3 clusters Score -651208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -651209.375000 Penalty: 4233.376465
	Iteration 43Q: 3 clusters Score -651209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -651210.750000 Penalty: 4233.376465
	Iteration 44Q: 3 clusters Score -651210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -651210.750000 Penalty: 4233.376465
	Iteration 45F: 3 clusters Score -651210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -329356.312500 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -329356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -326258.312500 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -326258.3 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -327118.500000 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -327118.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -327523.156250 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -327523.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -327856.437500 Penalty: 3946.412354
	Iteration 3F: 3 clusters Score -327856.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -328159.531250 Penalty: 3946.412354
	Iteration 4F: 3 clusters Score -328159.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -328353.593750 Penalty: 3946.412354
	Iteration 5F: 3 clusters Score -328353.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -328460.250000 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -328460.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -328524.187500 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -328524.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -328555.500000 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -328555.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -328569.750000 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -328569.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -328581.250000 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -328581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -328593.593750 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -328593.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -328599.406250 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -328599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -328605.125000 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -328605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -328608.968750 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -328609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -328612.093750 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -328612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -328613.312500 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -328613.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -328616.281250 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -328616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -328618.437500 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -328618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -328620.562500 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -328620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -328623.312500 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -328623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -328625.156250 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -328625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -328627.156250 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -328627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -328629.718750 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -328629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -328631.093750 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -328631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -328631.937500 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -328631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -328632.406250 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -328632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -328633.250000 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -328633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -328633.750000 Penalty: 3946.412354
	Iteration 28Q: 3 clusters Score -328633.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -328633.875000 Penalty: 3946.412354
	Iteration 29Q: 3 clusters Score -328633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -328634.343750 Penalty: 3946.412354
	Iteration 30Q: 3 clusters Score -328634.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -328634.343750 Penalty: 3946.412354
	Iteration 31F: 3 clusters Score -328634.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Entering Unmasked Estep 
Score: -2369244.500000 Penalty: 2436.851074
	Iteration 0F: 2 clusters Score -2369244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2356100.500000 Penalty: 4873.702148
	Iteration 0F: 3 clusters Score -2356100 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2360551.750000 Penalty: 4873.702148
	Iteration 1F: 3 clusters Score -2360552 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2360960.500000 Penalty: 4873.702148
	Iteration 2F: 3 clusters Score -2360960 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2361289.500000 Penalty: 4873.702148
	Iteration 3Q: 3 clusters Score -2361290 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2361624.500000 Penalty: 4873.702148
	Iteration 4Q: 3 clusters Score -2361624 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2361949.750000 Penalty: 4873.702148
	Iteration 5Q: 3 clusters Score -2361950 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2362269.250000 Penalty: 4873.702148
	Iteration 6Q: 3 clusters Score -2362269 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2362571.500000 Penalty: 4873.702148
	Iteration 7Q: 3 clusters Score -2362572 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2362855.500000 Penalty: 4873.702148
	Iteration 8Q: 3 clusters Score -2362856 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2363158.250000 Penalty: 4873.702148
	Iteration 9Q: 3 clusters Score -2363158 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2363476.500000 Penalty: 4873.702148
	Iteration 10Q: 3 clusters Score -2363476 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2363809.750000 Penalty: 4873.702148
	Iteration 11Q: 3 clusters Score -2363810 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2364066.750000 Penalty: 4873.702148
	Iteration 12Q: 3 clusters Score -2364067 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2364270.500000 Penalty: 4873.702148
	Iteration 13Q: 3 clusters Score -2364270 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2364439.750000 Penalty: 4873.702148
	Iteration 14Q: 3 clusters Score -2364440 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2364573.750000 Penalty: 4873.702148
	Iteration 15Q: 3 clusters Score -2364574 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2364697.500000 Penalty: 4873.702148
	Iteration 16Q: 3 clusters Score -2364698 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2364813.250000 Penalty: 4873.702148
	Iteration 17Q: 3 clusters Score -2364813 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2364937.750000 Penalty: 4873.702148
	Iteration 18Q: 3 clusters Score -2364938 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2365056.000000 Penalty: 4873.702148
	Iteration 19Q: 3 clusters Score -2365056 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2365204.000000 Penalty: 4873.702148
	Iteration 20F: 3 clusters Score -2365204 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2365373.500000 Penalty: 4873.702148
	Iteration 21Q: 3 clusters Score -2365374 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2365522.000000 Penalty: 4873.702148
	Iteration 22Q: 3 clusters Score -2365522 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2365669.500000 Penalty: 4873.702148
	Iteration 23Q: 3 clusters Score -2365670 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2365827.500000 Penalty: 4873.702148
	Iteration 24Q: 3 clusters Score -2365828 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2365996.250000 Penalty: 4873.702148
	Iteration 25Q: 3 clusters Score -2365996 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2366161.500000 Penalty: 4873.702148
	Iteration 26Q: 3 clusters Score -2366162 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2366342.250000 Penalty: 4873.702148
	Iteration 27Q: 3 clusters Score -2366342 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2366512.000000 Penalty: 4873.702148
	Iteration 28Q: 3 clusters Score -2366512 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2366652.250000 Penalty: 4873.702148
	Iteration 29Q: 3 clusters Score -2366652 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2366778.750000 Penalty: 4873.702148
	Iteration 30Q: 3 clusters Score -2366779 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2366876.000000 Penalty: 4873.702148
	Iteration 31Q: 3 clusters Score -2366876 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2366952.250000 Penalty: 4873.702148
	Iteration 32Q: 3 clusters Score -2366952 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2367010.000000 Penalty: 4873.702148
	Iteration 33Q: 3 clusters Score -2367010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2367059.500000 Penalty: 4873.702148
	Iteration 34Q: 3 clusters Score -2367060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2367082.500000 Penalty: 4873.702148
	Iteration 35Q: 3 clusters Score -2367082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2367104.500000 Penalty: 4873.702148
	Iteration 36Q: 3 clusters Score -2367104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2367122.000000 Penalty: 4873.702148
	Iteration 37Q: 3 clusters Score -2367122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2367137.750000 Penalty: 4873.702148
	Iteration 38Q: 3 clusters Score -2367138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2367148.500000 Penalty: 4873.702148
	Iteration 39Q: 3 clusters Score -2367148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2367167.500000 Penalty: 4873.702148
	Iteration 40F: 3 clusters Score -2367168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2367172.250000 Penalty: 4873.702148
	Iteration 41Q: 3 clusters Score -2367172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2367178.500000 Penalty: 4873.702148
	Iteration 42Q: 3 clusters Score -2367178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2367187.000000 Penalty: 4873.702148
	Iteration 43Q: 3 clusters Score -2367187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2367195.000000 Penalty: 4873.702148
	Iteration 44Q: 3 clusters Score -2367195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2367196.000000 Penalty: 4873.702148
	Iteration 45Q: 3 clusters Score -2367196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2367203.000000 Penalty: 4873.702148
	Iteration 46Q: 3 clusters Score -2367203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2367207.500000 Penalty: 4873.702148
	Iteration 47Q: 3 clusters Score -2367208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2367218.000000 Penalty: 4873.702148
	Iteration 48Q: 3 clusters Score -2367218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2367221.000000 Penalty: 4873.702148
	Iteration 49Q: 3 clusters Score -2367221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2367222.250000 Penalty: 4873.702148
	Iteration 50Q: 3 clusters Score -2367222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2367226.000000 Penalty: 4873.702148
	Iteration 51Q: 3 clusters Score -2367226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2367223.500000 Penalty: 4873.702148
	Iteration 52Q: 3 clusters Score -2367224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2367227.750000 Penalty: 4873.702148
	Iteration 53Q: 3 clusters Score -2367228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2367227.250000 Penalty: 4873.702148
	Iteration 54Q: 3 clusters Score -2367227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2367228.250000 Penalty: 4873.702148
	Iteration 55Q: 3 clusters Score -2367228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2367233.250000 Penalty: 4873.702148
	Iteration 56Q: 3 clusters Score -2367233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2367231.250000 Penalty: 4873.702148
	Iteration 57Q: 3 clusters Score -2367231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2367230.750000 Penalty: 4873.702148
	Iteration 58Q: 3 clusters Score -2367231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2367230.750000 Penalty: 4873.702148
	Iteration 59F: 3 clusters Score -2367231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Entering Unmasked Estep 
Score: -2407453.250000 Penalty: 2441.891113
	Iteration 0F: 2 clusters Score -2407453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2394095.250000 Penalty: 4883.782227
	Iteration 0F: 3 clusters Score -2394095 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2398511.500000 Penalty: 4883.782227
	Iteration 1F: 3 clusters Score -2398512 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2398851.250000 Penalty: 4883.782227
	Iteration 2F: 3 clusters Score -2398851 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2399112.000000 Penalty: 4883.782227
	Iteration 3Q: 3 clusters Score -2399112 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2399356.500000 Penalty: 4883.782227
	Iteration 4Q: 3 clusters Score -2399356 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2399562.750000 Penalty: 4883.782227
	Iteration 5Q: 3 clusters Score -2399563 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2399750.750000 Penalty: 4883.782227
	Iteration 6Q: 3 clusters Score -2399751 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2399973.750000 Penalty: 4883.782227
	Iteration 7Q: 3 clusters Score -2399974 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2400207.000000 Penalty: 4883.782227
	Iteration 8Q: 3 clusters Score -2400207 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2400459.750000 Penalty: 4883.782227
	Iteration 9Q: 3 clusters Score -2400460 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2400758.750000 Penalty: 4883.782227
	Iteration 10Q: 3 clusters Score -2400759 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2401113.000000 Penalty: 4883.782227
	Iteration 11Q: 3 clusters Score -2401113 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2401522.000000 Penalty: 4883.782227
	Iteration 12Q: 3 clusters Score -2401522 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2402002.500000 Penalty: 4883.782227
	Iteration 13Q: 3 clusters Score -2402002 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2402548.500000 Penalty: 4883.782227
	Iteration 14Q: 3 clusters Score -2402548 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2403148.250000 Penalty: 4883.782227
	Iteration 15Q: 3 clusters Score -2403148 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2403754.000000 Penalty: 4883.782227
	Iteration 16Q: 3 clusters Score -2403754 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2404241.000000 Penalty: 4883.782227
	Iteration 17Q: 3 clusters Score -2404241 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2404579.500000 Penalty: 4883.782227
	Iteration 18Q: 3 clusters Score -2404580 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2404816.250000 Penalty: 4883.782227
	Iteration 19Q: 3 clusters Score -2404816 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2404977.250000 Penalty: 4883.782227
	Iteration 20F: 3 clusters Score -2404977 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2405085.000000 Penalty: 4883.782227
	Iteration 21Q: 3 clusters Score -2405085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2405156.750000 Penalty: 4883.782227
	Iteration 22Q: 3 clusters Score -2405157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2405204.750000 Penalty: 4883.782227
	Iteration 23Q: 3 clusters Score -2405205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2405261.250000 Penalty: 4883.782227
	Iteration 24Q: 3 clusters Score -2405261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2405304.750000 Penalty: 4883.782227
	Iteration 25Q: 3 clusters Score -2405305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2405328.750000 Penalty: 4883.782227
	Iteration 26Q: 3 clusters Score -2405329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2405353.500000 Penalty: 4883.782227
	Iteration 27Q: 3 clusters Score -2405354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2405365.500000 Penalty: 4883.782227
	Iteration 28Q: 3 clusters Score -2405366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2405383.750000 Penalty: 4883.782227
	Iteration 29Q: 3 clusters Score -2405384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2405391.000000 Penalty: 4883.782227
	Iteration 30Q: 3 clusters Score -2405391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2405398.000000 Penalty: 4883.782227
	Iteration 31Q: 3 clusters Score -2405398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2405403.500000 Penalty: 4883.782227
	Iteration 32Q: 3 clusters Score -2405404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2405413.250000 Penalty: 4883.782227
	Iteration 33Q: 3 clusters Score -2405413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2405417.250000 Penalty: 4883.782227
	Iteration 34Q: 3 clusters Score -2405417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2405420.250000 Penalty: 4883.782227
	Iteration 35Q: 3 clusters Score -2405420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2405425.750000 Penalty: 4883.782227
	Iteration 36Q: 3 clusters Score -2405426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2405425.250000 Penalty: 4883.782227
	Iteration 37Q: 3 clusters Score -2405425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2405425.250000 Penalty: 4883.782227
	Iteration 38F: 3 clusters Score -2405425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Entering Unmasked Estep 
Score: -352925.062500 Penalty: 1973.032349
	Iteration 0F: 2 clusters Score -352925.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -349720.968750 Penalty: 3946.064697
	Iteration 0F: 3 clusters Score -349721 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -350363.656250 Penalty: 3946.064697
	Iteration 1F: 3 clusters Score -350363.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -350540.406250 Penalty: 3946.064697
	Iteration 2F: 3 clusters Score -350540.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -350649.000000 Penalty: 3946.064697
	Iteration 3F: 3 clusters Score -350649 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -350718.312500 Penalty: 3946.064697
	Iteration 4Q: 3 clusters Score -350718.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -350780.000000 Penalty: 3946.064697
	Iteration 5Q: 3 clusters Score -350780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -350828.093750 Penalty: 3946.064697
	Iteration 6Q: 3 clusters Score -350828.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -350864.593750 Penalty: 3946.064697
	Iteration 7Q: 3 clusters Score -350864.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -350888.000000 Penalty: 3946.064697
	Iteration 8Q: 3 clusters Score -350888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -350906.625000 Penalty: 3946.064697
	Iteration 9Q: 3 clusters Score -350906.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -350921.125000 Penalty: 3946.064697
	Iteration 10Q: 3 clusters Score -350921.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -350928.937500 Penalty: 3946.064697
	Iteration 11Q: 3 clusters Score -350928.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -350937.343750 Penalty: 3946.064697
	Iteration 12Q: 3 clusters Score -350937.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -350943.812500 Penalty: 3946.064697
	Iteration 13Q: 3 clusters Score -350943.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -350948.218750 Penalty: 3946.064697
	Iteration 14Q: 3 clusters Score -350948.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -350952.250000 Penalty: 3946.064697
	Iteration 15Q: 3 clusters Score -350952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -350954.687500 Penalty: 3946.064697
	Iteration 16Q: 3 clusters Score -350954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -350957.843750 Penalty: 3946.064697
	Iteration 17Q: 3 clusters Score -350957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -350958.156250 Penalty: 3946.064697
	Iteration 18Q: 3 clusters Score -350958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -350959.343750 Penalty: 3946.064697
	Iteration 19Q: 3 clusters Score -350959.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -350960.656250 Penalty: 3946.064697
	Iteration 20F: 3 clusters Score -350960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -350961.281250 Penalty: 3946.064697
	Iteration 21Q: 3 clusters Score -350961.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -350961.281250 Penalty: 3946.064697
	Iteration 22F: 3 clusters Score -350961.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Entering Unmasked Estep 
Score: -7244437.500000 Penalty: 2714.075439
	Iteration 0F: 2 clusters Score -7244438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -7206385.000000 Penalty: 5428.150879
	Iteration 0F: 3 clusters Score -7206385 nChanged 26371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -7221407.000000 Penalty: 5428.150879
	Iteration 1F: 3 clusters Score -7221407 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -7222319.000000 Penalty: 5428.150879
	Iteration 2Q: 3 clusters Score -7222319 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -7223592.000000 Penalty: 5428.150879
	Iteration 3F: 3 clusters Score -7223592 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -7225255.500000 Penalty: 5428.150879
	Iteration 4F: 3 clusters Score -7225256 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -7227176.000000 Penalty: 5428.150879
	Iteration 5F: 3 clusters Score -7227176 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -7229300.000000 Penalty: 5428.150879
	Iteration 6F: 3 clusters Score -7229300 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -7231360.500000 Penalty: 5428.150879
	Iteration 7F: 3 clusters Score -7231360 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -7233452.000000 Penalty: 5428.150879
	Iteration 8F: 3 clusters Score -7233452 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -7235309.500000 Penalty: 5428.150879
	Iteration 9Q: 3 clusters Score -7235310 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -7237011.000000 Penalty: 5428.150879
	Iteration 10Q: 3 clusters Score -7237011 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -7238582.000000 Penalty: 5428.150879
	Iteration 11Q: 3 clusters Score -7238582 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7239804.000000 Penalty: 5428.150879
	Iteration 12Q: 3 clusters Score -7239804 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7240691.500000 Penalty: 5428.150879
	Iteration 13Q: 3 clusters Score -7240692 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7241247.000000 Penalty: 5428.150879
	Iteration 14Q: 3 clusters Score -7241247 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7241613.500000 Penalty: 5428.150879
	Iteration 15Q: 3 clusters Score -7241614 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7241864.000000 Penalty: 5428.150879
	Iteration 16Q: 3 clusters Score -7241864 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7241985.000000 Penalty: 5428.150879
	Iteration 17Q: 3 clusters Score -7241985 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7242052.500000 Penalty: 5428.150879
	Iteration 18Q: 3 clusters Score -7242052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7242096.000000 Penalty: 5428.150879
	Iteration 19Q: 3 clusters Score -7242096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7242116.000000 Penalty: 5428.150879
	Iteration 20F: 3 clusters Score -7242116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7242124.000000 Penalty: 5428.150879
	Iteration 21Q: 3 clusters Score -7242124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7242129.000000 Penalty: 5428.150879
	Iteration 22Q: 3 clusters Score -7242129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7242137.000000 Penalty: 5428.150879
	Iteration 23Q: 3 clusters Score -7242137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7242136.000000 Penalty: 5428.150879
	Iteration 24Q: 3 clusters Score -7242136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7242143.500000 Penalty: 5428.150879
	Iteration 25Q: 3 clusters Score -7242144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7242153.000000 Penalty: 5428.150879
	Iteration 26Q: 3 clusters Score -7242153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7242158.500000 Penalty: 5428.150879
	Iteration 27Q: 3 clusters Score -7242158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7242161.500000 Penalty: 5428.150879
	Iteration 28Q: 3 clusters Score -7242162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7242166.500000 Penalty: 5428.150879
	Iteration 29Q: 3 clusters Score -7242166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7242169.500000 Penalty: 5428.150879
	Iteration 30Q: 3 clusters Score -7242170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7242171.000000 Penalty: 5428.150879
	Iteration 31Q: 3 clusters Score -7242171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7242172.500000 Penalty: 5428.150879
	Iteration 32Q: 3 clusters Score -7242172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7242172.000000 Penalty: 5428.150879
	Iteration 33Q: 3 clusters Score -7242172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7242173.500000 Penalty: 5428.150879
	Iteration 34Q: 3 clusters Score -7242174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7242170.500000 Penalty: 5428.150879
	Iteration 35Q: 3 clusters Score -7242170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7242174.000000 Penalty: 5428.150879
	Iteration 36Q: 3 clusters Score -7242174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7242173.000000 Penalty: 5428.150879
	Iteration 37Q: 3 clusters Score -7242173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7242180.500000 Penalty: 5428.150879
	Iteration 38Q: 3 clusters Score -7242180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7242183.000000 Penalty: 5428.150879
	Iteration 39Q: 3 clusters Score -7242183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7242181.000000 Penalty: 5428.150879
	Iteration 40F: 3 clusters Score -7242181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -118451.078125 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -118451.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116537.757812 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -116537.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116884.171875 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -116884.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117021.148438 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -117021.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117141.890625 Penalty: 3411.138916
	Iteration 3F: 3 clusters Score -117141.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117264.148438 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -117264.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117378.562500 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -117378.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117455.062500 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -117455.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -117504.695312 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -117504.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117561.460938 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -117561.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -117617.796875 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -117617.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -117658.875000 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -117658.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -117699.726562 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -117699.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117761.632812 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -117761.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -117847.843750 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -117847.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -117944.203125 Penalty: 3411.138916
	Iteration 14Q: 3 clusters Score -117944.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -118072.750000 Penalty: 3411.138916
	Iteration 15Q: 3 clusters Score -118072.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118184.406250 Penalty: 3411.138916
	Iteration 16Q: 3 clusters Score -118184.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -118229.468750 Penalty: 3411.138916
	Iteration 17Q: 3 clusters Score -118229.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118252.867188 Penalty: 3411.138916
	Iteration 18Q: 3 clusters Score -118252.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118278.414062 Penalty: 3411.138916
	Iteration 19Q: 3 clusters Score -118278.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -118301.468750 Penalty: 3411.138916
	Iteration 20F: 3 clusters Score -118301.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118329.734375 Penalty: 3411.138916
	Iteration 21Q: 3 clusters Score -118329.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118367.031250 Penalty: 3411.138916
	Iteration 22Q: 3 clusters Score -118367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118390.070312 Penalty: 3411.138916
	Iteration 23Q: 3 clusters Score -118390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118405.406250 Penalty: 3411.138916
	Iteration 24Q: 3 clusters Score -118405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118418.031250 Penalty: 3411.138916
	Iteration 25Q: 3 clusters Score -118418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118423.875000 Penalty: 3411.138916
	Iteration 26Q: 3 clusters Score -118423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118426.992188 Penalty: 3411.138916
	Iteration 27Q: 3 clusters Score -118427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -118427.750000 Penalty: 3411.138916
	Iteration 28Q: 3 clusters Score -118427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118428.773438 Penalty: 3411.138916
	Iteration 29Q: 3 clusters Score -118428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118429.734375 Penalty: 3411.138916
	Iteration 30Q: 3 clusters Score -118429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118429.734375 Penalty: 3411.138916
	Iteration 31F: 3 clusters Score -118429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -266199.968750 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -266200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -263546.156250 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -263546.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -264020.531250 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -264020.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -264132.125000 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -264132.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -264193.500000 Penalty: 3782.537109
	Iteration 3Q: 3 clusters Score -264193.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -264245.218750 Penalty: 3782.537109
	Iteration 4Q: 3 clusters Score -264245.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -264279.968750 Penalty: 3782.537109
	Iteration 5Q: 3 clusters Score -264280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -264302.781250 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -264302.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -264318.156250 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -264318.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -264328.656250 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -264328.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -264340.562500 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -264340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -264346.718750 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -264346.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -264350.406250 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -264350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -264355.125000 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -264355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264358.687500 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -264358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -264360.343750 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -264360.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -264362.125000 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -264362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -264362.125000 Penalty: 3782.537109
	Iteration 16F: 3 clusters Score -264362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Entering Unmasked Estep 
Score: -1192986.750000 Penalty: 2274.891602
	Iteration 0F: 2 clusters Score -1192987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1185571.750000 Penalty: 4549.783203
	Iteration 0F: 3 clusters Score -1185572 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1187702.250000 Penalty: 4549.783203
	Iteration 1F: 3 clusters Score -1187702 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1188092.625000 Penalty: 4549.783203
	Iteration 2F: 3 clusters Score -1188093 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1188436.875000 Penalty: 4549.783203
	Iteration 3F: 3 clusters Score -1188437 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1188760.125000 Penalty: 4549.783203
	Iteration 4F: 3 clusters Score -1188760 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1189054.250000 Penalty: 4549.783203
	Iteration 5F: 3 clusters Score -1189054 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1189317.000000 Penalty: 4549.783203
	Iteration 6Q: 3 clusters Score -1189317 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1189531.250000 Penalty: 4549.783203
	Iteration 7Q: 3 clusters Score -1189531 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1189713.375000 Penalty: 4549.783203
	Iteration 8Q: 3 clusters Score -1189713 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1189866.375000 Penalty: 4549.783203
	Iteration 9Q: 3 clusters Score -1189866 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1190010.125000 Penalty: 4549.783203
	Iteration 10Q: 3 clusters Score -1190010 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1190150.000000 Penalty: 4549.783203
	Iteration 11Q: 3 clusters Score -1190150 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1190274.750000 Penalty: 4549.783203
	Iteration 12Q: 3 clusters Score -1190275 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1190402.625000 Penalty: 4549.783203
	Iteration 13Q: 3 clusters Score -1190403 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1190532.375000 Penalty: 4549.783203
	Iteration 14Q: 3 clusters Score -1190532 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1190675.375000 Penalty: 4549.783203
	Iteration 15Q: 3 clusters Score -1190675 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1190807.875000 Penalty: 4549.783203
	Iteration 16Q: 3 clusters Score -1190808 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1190948.000000 Penalty: 4549.783203
	Iteration 17Q: 3 clusters Score -1190948 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1191078.000000 Penalty: 4549.783203
	Iteration 18Q: 3 clusters Score -1191078 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1191159.250000 Penalty: 4549.783203
	Iteration 19Q: 3 clusters Score -1191159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1191224.250000 Penalty: 4549.783203
	Iteration 20F: 3 clusters Score -1191224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1191270.125000 Penalty: 4549.783203
	Iteration 21Q: 3 clusters Score -1191270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1191293.000000 Penalty: 4549.783203
	Iteration 22Q: 3 clusters Score -1191293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1191309.750000 Penalty: 4549.783203
	Iteration 23Q: 3 clusters Score -1191310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1191323.375000 Penalty: 4549.783203
	Iteration 24Q: 3 clusters Score -1191323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1191331.000000 Penalty: 4549.783203
	Iteration 25Q: 3 clusters Score -1191331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1191339.000000 Penalty: 4549.783203
	Iteration 26Q: 3 clusters Score -1191339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1191342.875000 Penalty: 4549.783203
	Iteration 27Q: 3 clusters Score -1191343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1191347.125000 Penalty: 4549.783203
	Iteration 28Q: 3 clusters Score -1191347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1191347.625000 Penalty: 4549.783203
	Iteration 29Q: 3 clusters Score -1191348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1191352.375000 Penalty: 4549.783203
	Iteration 30Q: 3 clusters Score -1191352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1191351.750000 Penalty: 4549.783203
	Iteration 31Q: 3 clusters Score -1191352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1191352.000000 Penalty: 4549.783203
	Iteration 32Q: 3 clusters Score -1191352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1191351.625000 Penalty: 4549.783203
	Iteration 33Q: 3 clusters Score -1191352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1191352.250000 Penalty: 4549.783203
	Iteration 34Q: 3 clusters Score -1191352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1191352.125000 Penalty: 4549.783203
	Iteration 35Q: 3 clusters Score -1191352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1191354.000000 Penalty: 4549.783203
	Iteration 36Q: 3 clusters Score -1191354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1191355.875000 Penalty: 4549.783203
	Iteration 37Q: 3 clusters Score -1191356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1191356.875000 Penalty: 4549.783203
	Iteration 38Q: 3 clusters Score -1191357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1191356.000000 Penalty: 4549.783203
	Iteration 39Q: 3 clusters Score -1191356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1191356.125000 Penalty: 4549.783203
	Iteration 40F: 3 clusters Score -1191356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -42451.750000 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42451.75 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: -41231.160156 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41231.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41436.464844 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41436.46 nChanged 16
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: -41481.957031 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -41481.96 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: -41513.164062 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41513.16 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: -41515.761719 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -41515.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41516.816406 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -41516.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41518.300781 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -41518.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41518.300781 Penalty: 2916.744385
	Iteration 7F: 3 clusters Score -41518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Entering Unmasked Estep 
Score: -3063733.250000 Penalty: 2518.127441
	Iteration 0F: 2 clusters Score -3063733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3045986.500000 Penalty: 5036.254883
	Iteration 0F: 3 clusters Score -3045986 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3052442.250000 Penalty: 5036.254883
	Iteration 1F: 3 clusters Score -3052442 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3052969.000000 Penalty: 5036.254883
	Iteration 2F: 3 clusters Score -3052969 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3053543.750000 Penalty: 5036.254883
	Iteration 3Q: 3 clusters Score -3053544 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3054204.000000 Penalty: 5036.254883
	Iteration 4Q: 3 clusters Score -3054204 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3054907.500000 Penalty: 5036.254883
	Iteration 5F: 3 clusters Score -3054908 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3055596.000000 Penalty: 5036.254883
	Iteration 6F: 3 clusters Score -3055596 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3056189.750000 Penalty: 5036.254883
	Iteration 7Q: 3 clusters Score -3056190 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3056710.000000 Penalty: 5036.254883
	Iteration 8Q: 3 clusters Score -3056710 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3057142.250000 Penalty: 5036.254883
	Iteration 9Q: 3 clusters Score -3057142 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3057512.750000 Penalty: 5036.254883
	Iteration 10Q: 3 clusters Score -3057513 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3057820.250000 Penalty: 5036.254883
	Iteration 11Q: 3 clusters Score -3057820 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3058112.250000 Penalty: 5036.254883
	Iteration 12Q: 3 clusters Score -3058112 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3058327.000000 Penalty: 5036.254883
	Iteration 13Q: 3 clusters Score -3058327 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3058545.000000 Penalty: 5036.254883
	Iteration 14Q: 3 clusters Score -3058545 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3058741.750000 Penalty: 5036.254883
	Iteration 15Q: 3 clusters Score -3058742 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3058914.500000 Penalty: 5036.254883
	Iteration 16Q: 3 clusters Score -3058914 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3059072.500000 Penalty: 5036.254883
	Iteration 17Q: 3 clusters Score -3059072 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3059188.250000 Penalty: 5036.254883
	Iteration 18Q: 3 clusters Score -3059188 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3059311.500000 Penalty: 5036.254883
	Iteration 19Q: 3 clusters Score -3059312 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3059386.250000 Penalty: 5036.254883
	Iteration 20F: 3 clusters Score -3059386 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3059452.500000 Penalty: 5036.254883
	Iteration 21Q: 3 clusters Score -3059452 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3059524.500000 Penalty: 5036.254883
	Iteration 22Q: 3 clusters Score -3059524 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3059590.750000 Penalty: 5036.254883
	Iteration 23Q: 3 clusters Score -3059591 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3059675.500000 Penalty: 5036.254883
	Iteration 24Q: 3 clusters Score -3059676 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3059752.000000 Penalty: 5036.254883
	Iteration 25Q: 3 clusters Score -3059752 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3059814.000000 Penalty: 5036.254883
	Iteration 26Q: 3 clusters Score -3059814 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3059882.000000 Penalty: 5036.254883
	Iteration 27Q: 3 clusters Score -3059882 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3059958.000000 Penalty: 5036.254883
	Iteration 28Q: 3 clusters Score -3059958 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3060042.750000 Penalty: 5036.254883
	Iteration 29Q: 3 clusters Score -3060043 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3060146.250000 Penalty: 5036.254883
	Iteration 30Q: 3 clusters Score -3060146 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3060238.500000 Penalty: 5036.254883
	Iteration 31Q: 3 clusters Score -3060238 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3060330.500000 Penalty: 5036.254883
	Iteration 32Q: 3 clusters Score -3060330 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3060413.500000 Penalty: 5036.254883
	Iteration 33Q: 3 clusters Score -3060414 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3060497.000000 Penalty: 5036.254883
	Iteration 34Q: 3 clusters Score -3060497 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3060581.750000 Penalty: 5036.254883
	Iteration 35Q: 3 clusters Score -3060582 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3060640.250000 Penalty: 5036.254883
	Iteration 36Q: 3 clusters Score -3060640 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3060695.000000 Penalty: 5036.254883
	Iteration 37Q: 3 clusters Score -3060695 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3060752.250000 Penalty: 5036.254883
	Iteration 38Q: 3 clusters Score -3060752 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3060808.000000 Penalty: 5036.254883
	Iteration 39Q: 3 clusters Score -3060808 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3060864.750000 Penalty: 5036.254883
	Iteration 40F: 3 clusters Score -3060865 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3060919.750000 Penalty: 5036.254883
	Iteration 41Q: 3 clusters Score -3060920 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3060981.500000 Penalty: 5036.254883
	Iteration 42Q: 3 clusters Score -3060982 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3061035.750000 Penalty: 5036.254883
	Iteration 43Q: 3 clusters Score -3061036 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3061074.750000 Penalty: 5036.254883
	Iteration 44Q: 3 clusters Score -3061075 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3061135.000000 Penalty: 5036.254883
	Iteration 45Q: 3 clusters Score -3061135 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -3061182.250000 Penalty: 5036.254883
	Iteration 46Q: 3 clusters Score -3061182 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3061250.000000 Penalty: 5036.254883
	Iteration 47Q: 3 clusters Score -3061250 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3061306.500000 Penalty: 5036.254883
	Iteration 48Q: 3 clusters Score -3061306 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3061358.750000 Penalty: 5036.254883
	Iteration 49Q: 3 clusters Score -3061359 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3061398.500000 Penalty: 5036.254883
	Iteration 50Q: 3 clusters Score -3061398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3061445.000000 Penalty: 5036.254883
	Iteration 51Q: 3 clusters Score -3061445 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3061478.500000 Penalty: 5036.254883
	Iteration 52Q: 3 clusters Score -3061478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3061535.750000 Penalty: 5036.254883
	Iteration 53Q: 3 clusters Score -3061536 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3061566.000000 Penalty: 5036.254883
	Iteration 54Q: 3 clusters Score -3061566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3061585.250000 Penalty: 5036.254883
	Iteration 55Q: 3 clusters Score -3061585 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3061608.500000 Penalty: 5036.254883
	Iteration 56Q: 3 clusters Score -3061608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3061636.250000 Penalty: 5036.254883
	Iteration 57Q: 3 clusters Score -3061636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3061663.750000 Penalty: 5036.254883
	Iteration 58Q: 3 clusters Score -3061664 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3061691.500000 Penalty: 5036.254883
	Iteration 59Q: 3 clusters Score -3061692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3061710.750000 Penalty: 5036.254883
	Iteration 60F: 3 clusters Score -3061711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3061737.500000 Penalty: 5036.254883
	Iteration 61Q: 3 clusters Score -3061738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3061754.500000 Penalty: 5036.254883
	Iteration 62Q: 3 clusters Score -3061754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3061765.000000 Penalty: 5036.254883
	Iteration 63Q: 3 clusters Score -3061765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3061778.750000 Penalty: 5036.254883
	Iteration 64Q: 3 clusters Score -3061779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3061789.500000 Penalty: 5036.254883
	Iteration 65Q: 3 clusters Score -3061790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3061798.000000 Penalty: 5036.254883
	Iteration 66Q: 3 clusters Score -3061798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3061818.250000 Penalty: 5036.254883
	Iteration 67Q: 3 clusters Score -3061818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3061828.750000 Penalty: 5036.254883
	Iteration 68Q: 3 clusters Score -3061829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3061853.500000 Penalty: 5036.254883
	Iteration 69Q: 3 clusters Score -3061854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3061868.000000 Penalty: 5036.254883
	Iteration 70Q: 3 clusters Score -3061868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3061877.500000 Penalty: 5036.254883
	Iteration 71Q: 3 clusters Score -3061878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3061886.000000 Penalty: 5036.254883
	Iteration 72Q: 3 clusters Score -3061886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3061889.000000 Penalty: 5036.254883
	Iteration 73Q: 3 clusters Score -3061889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3061893.500000 Penalty: 5036.254883
	Iteration 74Q: 3 clusters Score -3061894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3061902.000000 Penalty: 5036.254883
	Iteration 75Q: 3 clusters Score -3061902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3061911.000000 Penalty: 5036.254883
	Iteration 76Q: 3 clusters Score -3061911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3061917.250000 Penalty: 5036.254883
	Iteration 77Q: 3 clusters Score -3061917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3061920.500000 Penalty: 5036.254883
	Iteration 78Q: 3 clusters Score -3061920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3061929.250000 Penalty: 5036.254883
	Iteration 79Q: 3 clusters Score -3061929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3061932.250000 Penalty: 5036.254883
	Iteration 80F: 3 clusters Score -3061932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3061935.750000 Penalty: 5036.254883
	Iteration 81Q: 3 clusters Score -3061936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3061935.250000 Penalty: 5036.254883
	Iteration 82Q: 3 clusters Score -3061935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3061935.250000 Penalty: 5036.254883
	Iteration 83Q: 3 clusters Score -3061935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3061934.250000 Penalty: 5036.254883
	Iteration 84Q: 3 clusters Score -3061934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3061935.250000 Penalty: 5036.254883
	Iteration 85Q: 3 clusters Score -3061935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3061935.750000 Penalty: 5036.254883
	Iteration 86Q: 3 clusters Score -3061936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3061937.750000 Penalty: 5036.254883
	Iteration 87Q: 3 clusters Score -3061938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3061935.500000 Penalty: 5036.254883
	Iteration 88Q: 3 clusters Score -3061936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3061941.500000 Penalty: 5036.254883
	Iteration 89Q: 3 clusters Score -3061942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3061937.500000 Penalty: 5036.254883
	Iteration 90Q: 3 clusters Score -3061938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3061935.750000 Penalty: 5036.254883
	Iteration 91Q: 3 clusters Score -3061936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3061935.750000 Penalty: 5036.254883
	Iteration 92F: 3 clusters Score -3061936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Entering Unmasked Estep 
Score: -12925178.000000 Penalty: 2858.699951
	Iteration 0F: 2 clusters Score -1.292518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -12857447.000000 Penalty: 5717.399902
	Iteration 0F: 3 clusters Score -1.285745e+07 nChanged 48050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -12885124.000000 Penalty: 5717.399902
	Iteration 1F: 3 clusters Score -1.288512e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -12886389.000000 Penalty: 5717.399902
	Iteration 2Q: 3 clusters Score -1.288639e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -12888262.000000 Penalty: 5717.399902
	Iteration 3Q: 3 clusters Score -1.288826e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -12891292.000000 Penalty: 5717.399902
	Iteration 4F: 3 clusters Score -1.289129e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -12895306.000000 Penalty: 5717.399902
	Iteration 5F: 3 clusters Score -1.289531e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -12899976.000000 Penalty: 5717.399902
	Iteration 6F: 3 clusters Score -1.289998e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -12904420.000000 Penalty: 5717.399902
	Iteration 7F: 3 clusters Score -1.290442e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -12907564.000000 Penalty: 5717.399902
	Iteration 8F: 3 clusters Score -1.290756e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -12909579.000000 Penalty: 5717.399902
	Iteration 9Q: 3 clusters Score -1.290958e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -12910979.000000 Penalty: 5717.399902
	Iteration 10Q: 3 clusters Score -1.291098e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -12912143.000000 Penalty: 5717.399902
	Iteration 11Q: 3 clusters Score -1.291214e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -12913094.000000 Penalty: 5717.399902
	Iteration 12Q: 3 clusters Score -1.291309e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -12913975.000000 Penalty: 5717.399902
	Iteration 13Q: 3 clusters Score -1.291398e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -12914854.000000 Penalty: 5717.399902
	Iteration 14Q: 3 clusters Score -1.291485e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -12915893.000000 Penalty: 5717.399902
	Iteration 15Q: 3 clusters Score -1.291589e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -12916861.000000 Penalty: 5717.399902
	Iteration 16Q: 3 clusters Score -1.291686e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -12917850.000000 Penalty: 5717.399902
	Iteration 17Q: 3 clusters Score -1.291785e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -12918793.000000 Penalty: 5717.399902
	Iteration 18Q: 3 clusters Score -1.291879e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -12919628.000000 Penalty: 5717.399902
	Iteration 19Q: 3 clusters Score -1.291963e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -12920187.000000 Penalty: 5717.399902
	Iteration 20F: 3 clusters Score -1.292019e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -12920767.000000 Penalty: 5717.399902
	Iteration 21Q: 3 clusters Score -1.292077e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -12921215.000000 Penalty: 5717.399902
	Iteration 22Q: 3 clusters Score -1.292122e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -12921616.000000 Penalty: 5717.399902
	Iteration 23Q: 3 clusters Score -1.292162e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92208 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -12921922.000000 Penalty: 5717.399902
	Iteration 24Q: 3 clusters Score -1.292192e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -12922220.000000 Penalty: 5717.399902
	Iteration 25Q: 3 clusters Score -1.292222e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93976 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -12922456.000000 Penalty: 5717.399902
	Iteration 26Q: 3 clusters Score -1.292246e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -12922612.000000 Penalty: 5717.399902
	Iteration 27Q: 3 clusters Score -1.292261e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -12922733.000000 Penalty: 5717.399902
	Iteration 28Q: 3 clusters Score -1.292273e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -12922796.000000 Penalty: 5717.399902
	Iteration 29Q: 3 clusters Score -1.29228e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -12922869.000000 Penalty: 5717.399902
	Iteration 30Q: 3 clusters Score -1.292287e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -12922915.000000 Penalty: 5717.399902
	Iteration 31Q: 3 clusters Score -1.292292e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -12922964.000000 Penalty: 5717.399902
	Iteration 32Q: 3 clusters Score -1.292296e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -12922998.000000 Penalty: 5717.399902
	Iteration 33Q: 3 clusters Score -1.2923e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -12923033.000000 Penalty: 5717.399902
	Iteration 34Q: 3 clusters Score -1.292303e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96969 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -12923113.000000 Penalty: 5717.399902
	Iteration 35Q: 3 clusters Score -1.292311e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97107 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -12923152.000000 Penalty: 5717.399902
	Iteration 36Q: 3 clusters Score -1.292315e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97217 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -12923151.000000 Penalty: 5717.399902
	Iteration 37Q: 3 clusters Score -1.292315e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97324 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -12923162.000000 Penalty: 5717.399902
	Iteration 38Q: 3 clusters Score -1.292316e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -12923183.000000 Penalty: 5717.399902
	Iteration 39Q: 3 clusters Score -1.292318e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97504 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -12923211.000000 Penalty: 5717.399902
	Iteration 40F: 3 clusters Score -1.292321e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -12923209.000000 Penalty: 5717.399902
	Iteration 41Q: 3 clusters Score -1.292321e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97670 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -12923255.000000 Penalty: 5717.399902
	Iteration 42Q: 3 clusters Score -1.292326e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97743 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -12923293.000000 Penalty: 5717.399902
	Iteration 43Q: 3 clusters Score -1.292329e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -12923292.000000 Penalty: 5717.399902
	Iteration 44Q: 3 clusters Score -1.292329e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -12923305.000000 Penalty: 5717.399902
	Iteration 45Q: 3 clusters Score -1.29233e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97910 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -12923318.000000 Penalty: 5717.399902
	Iteration 46Q: 3 clusters Score -1.292332e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -12923340.000000 Penalty: 5717.399902
	Iteration 47Q: 3 clusters Score -1.292334e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -12923342.000000 Penalty: 5717.399902
	Iteration 48Q: 3 clusters Score -1.292334e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -12923343.000000 Penalty: 5717.399902
	Iteration 49Q: 3 clusters Score -1.292334e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98063 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -12923354.000000 Penalty: 5717.399902
	Iteration 50Q: 3 clusters Score -1.292335e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98086 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -12923369.000000 Penalty: 5717.399902
	Iteration 51Q: 3 clusters Score -1.292337e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -12923377.000000 Penalty: 5717.399902
	Iteration 52Q: 3 clusters Score -1.292338e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -12923384.000000 Penalty: 5717.399902
	Iteration 53Q: 3 clusters Score -1.292338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -12923379.000000 Penalty: 5717.399902
	Iteration 54Q: 3 clusters Score -1.292338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -12923384.000000 Penalty: 5717.399902
	Iteration 55Q: 3 clusters Score -1.292338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -12923385.000000 Penalty: 5717.399902
	Iteration 56Q: 3 clusters Score -1.292338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -12923400.000000 Penalty: 5717.399902
	Iteration 57Q: 3 clusters Score -1.29234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -12923401.000000 Penalty: 5717.399902
	Iteration 58Q: 3 clusters Score -1.29234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -12923385.000000 Penalty: 5717.399902
	Iteration 59Q: 3 clusters Score -1.292338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -12923403.000000 Penalty: 5717.399902
	Iteration 60F: 3 clusters Score -1.29234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98278 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -12923415.000000 Penalty: 5717.399902
	Iteration 61Q: 3 clusters Score -1.292342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -12923422.000000 Penalty: 5717.399902
	Iteration 62Q: 3 clusters Score -1.292342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -12923415.000000 Penalty: 5717.399902
	Iteration 63Q: 3 clusters Score -1.292342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98307 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -12923430.000000 Penalty: 5717.399902
	Iteration 64Q: 3 clusters Score -1.292343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -12923425.000000 Penalty: 5717.399902
	Iteration 65Q: 3 clusters Score -1.292342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -12923430.000000 Penalty: 5717.399902
	Iteration 66Q: 3 clusters Score -1.292343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -12923415.000000 Penalty: 5717.399902
	Iteration 67Q: 3 clusters Score -1.292342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -12923412.000000 Penalty: 5717.399902
	Iteration 68Q: 3 clusters Score -1.292341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98341 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -12923419.000000 Penalty: 5717.399902
	Iteration 69Q: 3 clusters Score -1.292342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -12923420.000000 Penalty: 5717.399902
	Iteration 70Q: 3 clusters Score -1.292342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -12923417.000000 Penalty: 5717.399902
	Iteration 71Q: 3 clusters Score -1.292342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -12923415.000000 Penalty: 5717.399902
	Iteration 72Q: 3 clusters Score -1.292342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98348 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -12923415.000000 Penalty: 5717.399902
	Iteration 73Q: 3 clusters Score -1.292342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98349 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -12923415.000000 Penalty: 5717.399902
	Iteration 74Q: 3 clusters Score -1.292342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98350 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -12923417.000000 Penalty: 5717.399902
	Iteration 75Q: 3 clusters Score -1.292342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -12923405.000000 Penalty: 5717.399902
	Iteration 76Q: 3 clusters Score -1.29234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -12923418.000000 Penalty: 5717.399902
	Iteration 77Q: 3 clusters Score -1.292342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98355 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -12923409.000000 Penalty: 5717.399902
	Iteration 78Q: 3 clusters Score -1.292341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -12923409.000000 Penalty: 5717.399902
	Iteration 79Q: 3 clusters Score -1.292341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98357 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -12923411.000000 Penalty: 5717.399902
	Iteration 80F: 3 clusters Score -1.292341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -12923397.000000 Penalty: 5717.399902
	Iteration 81Q: 3 clusters Score -1.29234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -12923402.000000 Penalty: 5717.399902
	Iteration 82Q: 3 clusters Score -1.29234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -12923391.000000 Penalty: 5717.399902
	Iteration 83Q: 3 clusters Score -1.292339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -12923392.000000 Penalty: 5717.399902
	Iteration 84Q: 3 clusters Score -1.292339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -12923404.000000 Penalty: 5717.399902
	Iteration 85Q: 3 clusters Score -1.29234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -12923408.000000 Penalty: 5717.399902
	Iteration 86Q: 3 clusters Score -1.292341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -12923410.000000 Penalty: 5717.399902
	Iteration 87Q: 3 clusters Score -1.292341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98416 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -12923421.000000 Penalty: 5717.399902
	Iteration 88Q: 3 clusters Score -1.292342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98429 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -12923438.000000 Penalty: 5717.399902
	Iteration 89Q: 3 clusters Score -1.292344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -12923423.000000 Penalty: 5717.399902
	Iteration 90Q: 3 clusters Score -1.292342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -12923416.000000 Penalty: 5717.399902
	Iteration 91Q: 3 clusters Score -1.292342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -12923431.000000 Penalty: 5717.399902
	Iteration 92Q: 3 clusters Score -1.292343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -12923428.000000 Penalty: 5717.399902
	Iteration 93Q: 3 clusters Score -1.292343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -12923416.000000 Penalty: 5717.399902
	Iteration 94Q: 3 clusters Score -1.292342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98455 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -12923429.000000 Penalty: 5717.399902
	Iteration 95Q: 3 clusters Score -1.292343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98457 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -12923428.000000 Penalty: 5717.399902
	Iteration 96Q: 3 clusters Score -1.292343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98464 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -12923439.000000 Penalty: 5717.399902
	Iteration 97Q: 3 clusters Score -1.292344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -12923436.000000 Penalty: 5717.399902
	Iteration 98Q: 3 clusters Score -1.292344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -12923437.000000 Penalty: 5717.399902
	Iteration 99Q: 3 clusters Score -1.292344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -12923425.000000 Penalty: 5717.399902
	Iteration 100F: 3 clusters Score -1.292342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -12923426.000000 Penalty: 5717.399902
	Iteration 101Q: 3 clusters Score -1.292343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -12923435.000000 Penalty: 5717.399902
	Iteration 102Q: 3 clusters Score -1.292344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -12923447.000000 Penalty: 5717.399902
	Iteration 103Q: 3 clusters Score -1.292345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98499 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -12923455.000000 Penalty: 5717.399902
	Iteration 104Q: 3 clusters Score -1.292346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -12923457.000000 Penalty: 5717.399902
	Iteration 105Q: 3 clusters Score -1.292346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -12923453.000000 Penalty: 5717.399902
	Iteration 106Q: 3 clusters Score -1.292345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -12923449.000000 Penalty: 5717.399902
	Iteration 107Q: 3 clusters Score -1.292345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -12923431.000000 Penalty: 5717.399902
	Iteration 108Q: 3 clusters Score -1.292343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98526 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -12923443.000000 Penalty: 5717.399902
	Iteration 109Q: 3 clusters Score -1.292344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -12923456.000000 Penalty: 5717.399902
	Iteration 110Q: 3 clusters Score -1.292346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98534 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -12923447.000000 Penalty: 5717.399902
	Iteration 111Q: 3 clusters Score -1.292345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -12923452.000000 Penalty: 5717.399902
	Iteration 112Q: 3 clusters Score -1.292345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -12923456.000000 Penalty: 5717.399902
	Iteration 113Q: 3 clusters Score -1.292346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -12923459.000000 Penalty: 5717.399902
	Iteration 114Q: 3 clusters Score -1.292346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -12923460.000000 Penalty: 5717.399902
	Iteration 115Q: 3 clusters Score -1.292346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -12923467.000000 Penalty: 5717.399902
	Iteration 116Q: 3 clusters Score -1.292347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -12923466.000000 Penalty: 5717.399902
	Iteration 117Q: 3 clusters Score -1.292347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -12923468.000000 Penalty: 5717.399902
	Iteration 118Q: 3 clusters Score -1.292347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -12923464.000000 Penalty: 5717.399902
	Iteration 119Q: 3 clusters Score -1.292346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -12923467.000000 Penalty: 5717.399902
	Iteration 120F: 3 clusters Score -1.292347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -12923466.000000 Penalty: 5717.399902
	Iteration 121Q: 3 clusters Score -1.292347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -12923462.000000 Penalty: 5717.399902
	Iteration 122Q: 3 clusters Score -1.292346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -12923462.000000 Penalty: 5717.399902
	Iteration 123F: 3 clusters Score -1.292346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -41554.582031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -41554.58 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 161 members 
Entering Unmasked Estep 
Score: -40176.468750 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -40176.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40290.636719 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -40290.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40325.121094 Penalty: 2909.768066
	Iteration 2Q: 3 clusters Score -40325.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40351.398438 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -40351.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40371.957031 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -40371.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40392.324219 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -40392.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40399.832031 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -40399.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40401.722656 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -40401.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40401.722656 Penalty: 2909.768066
	Iteration 8F: 3 clusters Score -40401.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (33356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Entering Unmasked Estep 
Score: -4275227.500000 Penalty: 2582.918457
	Iteration 0F: 2 clusters Score -4275228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4252424.000000 Penalty: 5165.836914
	Iteration 0F: 3 clusters Score -4252424 nChanged 15165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4260825.500000 Penalty: 5165.836914
	Iteration 1F: 3 clusters Score -4260826 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4261306.500000 Penalty: 5165.836914
	Iteration 2Q: 3 clusters Score -4261306 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -4261695.000000 Penalty: 5165.836914
	Iteration 3Q: 3 clusters Score -4261695 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4262042.000000 Penalty: 5165.836914
	Iteration 4Q: 3 clusters Score -4262042 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4262345.500000 Penalty: 5165.836914
	Iteration 5Q: 3 clusters Score -4262346 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4262699.500000 Penalty: 5165.836914
	Iteration 6Q: 3 clusters Score -4262700 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -4263068.500000 Penalty: 5165.836914
	Iteration 7Q: 3 clusters Score -4263068 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4263508.000000 Penalty: 5165.836914
	Iteration 8Q: 3 clusters Score -4263508 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4264196.500000 Penalty: 5165.836914
	Iteration 9Q: 3 clusters Score -4264196 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -4265109.000000 Penalty: 5165.836914
	Iteration 10Q: 3 clusters Score -4265109 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -4266300.000000 Penalty: 5165.836914
	Iteration 11F: 3 clusters Score -4266300 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4267647.500000 Penalty: 5165.836914
	Iteration 12F: 3 clusters Score -4267648 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4268594.000000 Penalty: 5165.836914
	Iteration 13Q: 3 clusters Score -4268594 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4269211.000000 Penalty: 5165.836914
	Iteration 14Q: 3 clusters Score -4269211 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4269559.500000 Penalty: 5165.836914
	Iteration 15Q: 3 clusters Score -4269560 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4269823.000000 Penalty: 5165.836914
	Iteration 16Q: 3 clusters Score -4269823 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4269999.000000 Penalty: 5165.836914
	Iteration 17Q: 3 clusters Score -4269999 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -4270176.500000 Penalty: 5165.836914
	Iteration 18Q: 3 clusters Score -4270176 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4270332.000000 Penalty: 5165.836914
	Iteration 19Q: 3 clusters Score -4270332 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -4270525.000000 Penalty: 5165.836914
	Iteration 20F: 3 clusters Score -4270525 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -4270709.000000 Penalty: 5165.836914
	Iteration 21Q: 3 clusters Score -4270709 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -4270896.500000 Penalty: 5165.836914
	Iteration 22Q: 3 clusters Score -4270896 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4271084.500000 Penalty: 5165.836914
	Iteration 23Q: 3 clusters Score -4271084 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -4271250.000000 Penalty: 5165.836914
	Iteration 24Q: 3 clusters Score -4271250 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4271401.500000 Penalty: 5165.836914
	Iteration 25Q: 3 clusters Score -4271402 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4271564.500000 Penalty: 5165.836914
	Iteration 26Q: 3 clusters Score -4271564 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -4271734.000000 Penalty: 5165.836914
	Iteration 27Q: 3 clusters Score -4271734 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4271855.500000 Penalty: 5165.836914
	Iteration 28Q: 3 clusters Score -4271856 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4271982.000000 Penalty: 5165.836914
	Iteration 29Q: 3 clusters Score -4271982 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4272095.000000 Penalty: 5165.836914
	Iteration 30Q: 3 clusters Score -4272095 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4272204.500000 Penalty: 5165.836914
	Iteration 31Q: 3 clusters Score -4272204 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4272291.000000 Penalty: 5165.836914
	Iteration 32Q: 3 clusters Score -4272291 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4272376.000000 Penalty: 5165.836914
	Iteration 33Q: 3 clusters Score -4272376 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4272447.000000 Penalty: 5165.836914
	Iteration 34Q: 3 clusters Score -4272447 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4272507.500000 Penalty: 5165.836914
	Iteration 35Q: 3 clusters Score -4272508 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4272573.000000 Penalty: 5165.836914
	Iteration 36Q: 3 clusters Score -4272573 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4272621.000000 Penalty: 5165.836914
	Iteration 37Q: 3 clusters Score -4272621 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4272660.500000 Penalty: 5165.836914
	Iteration 38Q: 3 clusters Score -4272660 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4272689.500000 Penalty: 5165.836914
	Iteration 39Q: 3 clusters Score -4272690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4272725.000000 Penalty: 5165.836914
	Iteration 40F: 3 clusters Score -4272725 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4272787.000000 Penalty: 5165.836914
	Iteration 41Q: 3 clusters Score -4272787 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4272825.500000 Penalty: 5165.836914
	Iteration 42Q: 3 clusters Score -4272826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4272862.000000 Penalty: 5165.836914
	Iteration 43Q: 3 clusters Score -4272862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4272879.000000 Penalty: 5165.836914
	Iteration 44Q: 3 clusters Score -4272879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4272905.500000 Penalty: 5165.836914
	Iteration 45Q: 3 clusters Score -4272906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4272919.000000 Penalty: 5165.836914
	Iteration 46Q: 3 clusters Score -4272919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4272945.000000 Penalty: 5165.836914
	Iteration 47Q: 3 clusters Score -4272945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4272969.000000 Penalty: 5165.836914
	Iteration 48Q: 3 clusters Score -4272969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4272984.000000 Penalty: 5165.836914
	Iteration 49Q: 3 clusters Score -4272984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4273005.000000 Penalty: 5165.836914
	Iteration 50Q: 3 clusters Score -4273005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4273022.500000 Penalty: 5165.836914
	Iteration 51Q: 3 clusters Score -4273022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4273051.000000 Penalty: 5165.836914
	Iteration 52Q: 3 clusters Score -4273051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4273065.500000 Penalty: 5165.836914
	Iteration 53Q: 3 clusters Score -4273066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4273085.500000 Penalty: 5165.836914
	Iteration 54Q: 3 clusters Score -4273086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4273098.500000 Penalty: 5165.836914
	Iteration 55Q: 3 clusters Score -4273098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4273108.500000 Penalty: 5165.836914
	Iteration 56Q: 3 clusters Score -4273108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4273110.500000 Penalty: 5165.836914
	Iteration 57Q: 3 clusters Score -4273110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4273111.000000 Penalty: 5165.836914
	Iteration 58Q: 3 clusters Score -4273111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4273114.000000 Penalty: 5165.836914
	Iteration 59Q: 3 clusters Score -4273114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4273123.000000 Penalty: 5165.836914
	Iteration 60F: 3 clusters Score -4273123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4273125.000000 Penalty: 5165.836914
	Iteration 61Q: 3 clusters Score -4273125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4273118.000000 Penalty: 5165.836914
	Iteration 62Q: 3 clusters Score -4273118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4273128.500000 Penalty: 5165.836914
	Iteration 63Q: 3 clusters Score -4273128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4273131.500000 Penalty: 5165.836914
	Iteration 64Q: 3 clusters Score -4273132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4273131.000000 Penalty: 5165.836914
	Iteration 65Q: 3 clusters Score -4273131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4273131.500000 Penalty: 5165.836914
	Iteration 66Q: 3 clusters Score -4273132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4273138.000000 Penalty: 5165.836914
	Iteration 67Q: 3 clusters Score -4273138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4273138.500000 Penalty: 5165.836914
	Iteration 68Q: 3 clusters Score -4273138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4273140.000000 Penalty: 5165.836914
	Iteration 69Q: 3 clusters Score -4273140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4273140.000000 Penalty: 5165.836914
	Iteration 70F: 3 clusters Score -4273140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72573 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18509 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56605 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25687 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991040.000000 Penalty: 105949.625000
Iteration 239Q: 33 clusters Score -7.799104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72575 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18511 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56604 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25688 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991032.000000 Penalty: 105949.625000
Iteration 240F: 33 clusters Score -7.799103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72578 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18516 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56601 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25688 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990992.000000 Penalty: 105949.625000
Iteration 241Q: 33 clusters Score -7.799099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72583 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18522 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56596 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25689 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990960.000000 Penalty: 105949.625000
Iteration 242Q: 33 clusters Score -7.799096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72586 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18526 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56594 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25690 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991000.000000 Penalty: 105949.625000
Iteration 243Q: 33 clusters Score -7.7991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72588 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18527 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56593 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25690 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991000.000000 Penalty: 105949.625000
Iteration 244Q: 33 clusters Score -7.7991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72590 members 
Mstep: Class 12 contains 155121 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18529 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56590 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25693 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991008.000000 Penalty: 105949.625000
Iteration 245Q: 33 clusters Score -7.799101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72590 members 
Mstep: Class 12 contains 155122 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18535 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56589 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25694 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991000.000000 Penalty: 105949.625000
Iteration 246Q: 33 clusters Score -7.7991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12438 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72589 members 
Mstep: Class 12 contains 155121 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18545 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56585 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25693 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991008.000000 Penalty: 105949.625000
Iteration 247Q: 33 clusters Score -7.799101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72590 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18555 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56583 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25686 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991000.000000 Penalty: 105949.625000
Iteration 248Q: 33 clusters Score -7.7991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12438 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72590 members 
Mstep: Class 12 contains 155120 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18562 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56580 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25686 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991000.000000 Penalty: 105949.625000
Iteration 249Q: 33 clusters Score -7.7991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72590 members 
Mstep: Class 12 contains 155119 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18567 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56578 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25687 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990984.000000 Penalty: 105949.625000
Iteration 250Q: 33 clusters Score -7.799098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72589 members 
Mstep: Class 12 contains 155121 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18569 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56574 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25686 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990960.000000 Penalty: 105949.625000
Iteration 251Q: 33 clusters Score -7.799096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72588 members 
Mstep: Class 12 contains 155121 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56574 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25685 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990968.000000 Penalty: 105949.625000
Iteration 252Q: 33 clusters Score -7.799097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72587 members 
Mstep: Class 12 contains 155122 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56574 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25685 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990968.000000 Penalty: 105949.625000
Iteration 253Q: 33 clusters Score -7.799097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72586 members 
Mstep: Class 12 contains 155122 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56575 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25685 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990976.000000 Penalty: 105949.625000
Iteration 254Q: 33 clusters Score -7.799098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72586 members 
Mstep: Class 12 contains 155122 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56575 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25685 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990976.000000 Penalty: 105949.625000
Iteration 255F: 33 clusters Score -7.799098e+07 nChanged 0
Entering ConstructFrom: 
Score: -77990976.000000 Penalty: 105949.625000
Entering ConstructFrom: 
Trying to split cluster 1 (6869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Entering Unmasked Estep 
Score: -834755.250000 Penalty: 2191.023926
	Iteration 0F: 2 clusters Score -834755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -829098.937500 Penalty: 4382.047852
	Iteration 0F: 3 clusters Score -829098.9 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -830583.375000 Penalty: 4382.047852
	Iteration 1F: 3 clusters Score -830583.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -830852.187500 Penalty: 4382.047852
	Iteration 2F: 3 clusters Score -830852.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -831022.562500 Penalty: 4382.047852
	Iteration 3Q: 3 clusters Score -831022.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -831146.625000 Penalty: 4382.047852
	Iteration 4Q: 3 clusters Score -831146.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -831249.375000 Penalty: 4382.047852
	Iteration 5Q: 3 clusters Score -831249.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -831345.250000 Penalty: 4382.047852
	Iteration 6Q: 3 clusters Score -831345.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -831450.625000 Penalty: 4382.047852
	Iteration 7Q: 3 clusters Score -831450.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -831542.687500 Penalty: 4382.047852
	Iteration 8Q: 3 clusters Score -831542.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -831620.000000 Penalty: 4382.047852
	Iteration 9Q: 3 clusters Score -831620 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -831696.125000 Penalty: 4382.047852
	Iteration 10Q: 3 clusters Score -831696.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -831787.500000 Penalty: 4382.047852
	Iteration 11Q: 3 clusters Score -831787.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -831893.812500 Penalty: 4382.047852
	Iteration 12Q: 3 clusters Score -831893.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -831975.500000 Penalty: 4382.047852
	Iteration 13Q: 3 clusters Score -831975.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -832043.937500 Penalty: 4382.047852
	Iteration 14Q: 3 clusters Score -832043.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -832120.750000 Penalty: 4382.047852
	Iteration 15Q: 3 clusters Score -832120.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -832207.500000 Penalty: 4382.047852
	Iteration 16Q: 3 clusters Score -832207.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -832290.750000 Penalty: 4382.047852
	Iteration 17Q: 3 clusters Score -832290.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -832372.875000 Penalty: 4382.047852
	Iteration 18Q: 3 clusters Score -832372.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -832459.625000 Penalty: 4382.047852
	Iteration 19Q: 3 clusters Score -832459.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -832545.625000 Penalty: 4382.047852
	Iteration 20F: 3 clusters Score -832545.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -832610.750000 Penalty: 4382.047852
	Iteration 21Q: 3 clusters Score -832610.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -832664.062500 Penalty: 4382.047852
	Iteration 22Q: 3 clusters Score -832664.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -832718.875000 Penalty: 4382.047852
	Iteration 23Q: 3 clusters Score -832718.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -832769.500000 Penalty: 4382.047852
	Iteration 24Q: 3 clusters Score -832769.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -832809.062500 Penalty: 4382.047852
	Iteration 25Q: 3 clusters Score -832809.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -832840.500000 Penalty: 4382.047852
	Iteration 26Q: 3 clusters Score -832840.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -832871.062500 Penalty: 4382.047852
	Iteration 27Q: 3 clusters Score -832871.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -832894.750000 Penalty: 4382.047852
	Iteration 28Q: 3 clusters Score -832894.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -832915.437500 Penalty: 4382.047852
	Iteration 29Q: 3 clusters Score -832915.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -832930.875000 Penalty: 4382.047852
	Iteration 30Q: 3 clusters Score -832930.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -832950.500000 Penalty: 4382.047852
	Iteration 31Q: 3 clusters Score -832950.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -832970.000000 Penalty: 4382.047852
	Iteration 32Q: 3 clusters Score -832970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -832984.437500 Penalty: 4382.047852
	Iteration 33Q: 3 clusters Score -832984.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -833006.687500 Penalty: 4382.047852
	Iteration 34Q: 3 clusters Score -833006.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -833027.625000 Penalty: 4382.047852
	Iteration 35Q: 3 clusters Score -833027.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -833047.312500 Penalty: 4382.047852
	Iteration 36Q: 3 clusters Score -833047.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -833061.437500 Penalty: 4382.047852
	Iteration 37Q: 3 clusters Score -833061.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -833072.375000 Penalty: 4382.047852
	Iteration 38Q: 3 clusters Score -833072.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -833077.375000 Penalty: 4382.047852
	Iteration 39Q: 3 clusters Score -833077.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -833084.500000 Penalty: 4382.047852
	Iteration 40F: 3 clusters Score -833084.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -833087.562500 Penalty: 4382.047852
	Iteration 41Q: 3 clusters Score -833087.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -833092.250000 Penalty: 4382.047852
	Iteration 42Q: 3 clusters Score -833092.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -833094.062500 Penalty: 4382.047852
	Iteration 43Q: 3 clusters Score -833094.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -833096.187500 Penalty: 4382.047852
	Iteration 44Q: 3 clusters Score -833096.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -833098.437500 Penalty: 4382.047852
	Iteration 45Q: 3 clusters Score -833098.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -833103.062500 Penalty: 4382.047852
	Iteration 46Q: 3 clusters Score -833103.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -833103.500000 Penalty: 4382.047852
	Iteration 47Q: 3 clusters Score -833103.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -833106.937500 Penalty: 4382.047852
	Iteration 48Q: 3 clusters Score -833106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -833108.312500 Penalty: 4382.047852
	Iteration 49Q: 3 clusters Score -833108.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -833110.937500 Penalty: 4382.047852
	Iteration 50Q: 3 clusters Score -833110.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -833114.437500 Penalty: 4382.047852
	Iteration 51Q: 3 clusters Score -833114.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -833119.125000 Penalty: 4382.047852
	Iteration 52Q: 3 clusters Score -833119.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -833122.562500 Penalty: 4382.047852
	Iteration 53Q: 3 clusters Score -833122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -833122.000000 Penalty: 4382.047852
	Iteration 54Q: 3 clusters Score -833122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -833125.000000 Penalty: 4382.047852
	Iteration 55Q: 3 clusters Score -833125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -833128.750000 Penalty: 4382.047852
	Iteration 56Q: 3 clusters Score -833128.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -833130.125000 Penalty: 4382.047852
	Iteration 57Q: 3 clusters Score -833130.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -833132.687500 Penalty: 4382.047852
	Iteration 58Q: 3 clusters Score -833132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -833132.937500 Penalty: 4382.047852
	Iteration 59Q: 3 clusters Score -833132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -833135.000000 Penalty: 4382.047852
	Iteration 60F: 3 clusters Score -833135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -833137.000000 Penalty: 4382.047852
	Iteration 61Q: 3 clusters Score -833137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -833139.687500 Penalty: 4382.047852
	Iteration 62Q: 3 clusters Score -833139.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -833143.500000 Penalty: 4382.047852
	Iteration 63Q: 3 clusters Score -833143.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -833147.062500 Penalty: 4382.047852
	Iteration 64Q: 3 clusters Score -833147.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -833150.375000 Penalty: 4382.047852
	Iteration 65Q: 3 clusters Score -833150.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -833152.625000 Penalty: 4382.047852
	Iteration 66Q: 3 clusters Score -833152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -833153.312500 Penalty: 4382.047852
	Iteration 67Q: 3 clusters Score -833153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -833152.937500 Penalty: 4382.047852
	Iteration 68Q: 3 clusters Score -833152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -833155.625000 Penalty: 4382.047852
	Iteration 69Q: 3 clusters Score -833155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -833157.812500 Penalty: 4382.047852
	Iteration 70Q: 3 clusters Score -833157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -833155.937500 Penalty: 4382.047852
	Iteration 71Q: 3 clusters Score -833155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -833157.750000 Penalty: 4382.047852
	Iteration 72Q: 3 clusters Score -833157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -833157.750000 Penalty: 4382.047852
	Iteration 73F: 3 clusters Score -833157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -126716.906250 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -126716.9 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 520 members 
Entering Unmasked Estep 
Score: -124745.687500 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -124745.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -125107.265625 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -125107.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125199.273438 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -125199.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125280.523438 Penalty: 3451.861816
	Iteration 3Q: 3 clusters Score -125280.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -125347.429688 Penalty: 3451.861816
	Iteration 4Q: 3 clusters Score -125347.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -125420.468750 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -125420.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125523.773438 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -125523.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125648.078125 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -125648.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -125822.390625 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -125822.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -126057.937500 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -126057.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -126494.945312 Penalty: 3451.861816
	Iteration 10F: 3 clusters Score -126494.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126724.921875 Penalty: 3451.861816
	Iteration 11F: 3 clusters Score -126724.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126813.984375 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -126814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126877.921875 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -126877.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -126936.109375 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -126936.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -126994.140625 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -126994.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127019.835938 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -127019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127033.773438 Penalty: 3451.861816
	Iteration 17Q: 3 clusters Score -127033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127040.976562 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -127041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -127044.164062 Penalty: 3451.861816
	Iteration 19Q: 3 clusters Score -127044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -127050.429688 Penalty: 3451.861816
	Iteration 20F: 3 clusters Score -127050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127071.500000 Penalty: 3451.861816
	Iteration 21Q: 3 clusters Score -127071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -127139.390625 Penalty: 3451.861816
	Iteration 22Q: 3 clusters Score -127139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127211.242188 Penalty: 3451.861816
	Iteration 23Q: 3 clusters Score -127211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127237.804688 Penalty: 3451.861816
	Iteration 24Q: 3 clusters Score -127237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127237.804688 Penalty: 3451.861816
	Iteration 25F: 3 clusters Score -127237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72586 members 
Mstep: Class 12 contains 155122 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56575 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25685 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33327 members 
Mstep: Class 33 contains 662 members 
Entering Unmasked Estep 
Score: -77989856.000000 Penalty: 109260.546875
Splitting cluster 2 changes total score from -77990976.000000 to -77989856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Entering Unmasked Estep 
Score: -1240939.125000 Penalty: 2274.968994
	Iteration 0F: 2 clusters Score -1240939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1233616.000000 Penalty: 4549.937988
	Iteration 0F: 3 clusters Score -1233616 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1235696.125000 Penalty: 4549.937988
	Iteration 1F: 3 clusters Score -1235696 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1236031.250000 Penalty: 4549.937988
	Iteration 2F: 3 clusters Score -1236031 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1236343.750000 Penalty: 4549.937988
	Iteration 3F: 3 clusters Score -1236344 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1236630.625000 Penalty: 4549.937988
	Iteration 4Q: 3 clusters Score -1236631 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1236896.125000 Penalty: 4549.937988
	Iteration 5Q: 3 clusters Score -1236896 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1237102.875000 Penalty: 4549.937988
	Iteration 6Q: 3 clusters Score -1237103 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1237248.000000 Penalty: 4549.937988
	Iteration 7Q: 3 clusters Score -1237248 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1237373.000000 Penalty: 4549.937988
	Iteration 8Q: 3 clusters Score -1237373 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1237496.250000 Penalty: 4549.937988
	Iteration 9Q: 3 clusters Score -1237496 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1237597.875000 Penalty: 4549.937988
	Iteration 10Q: 3 clusters Score -1237598 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1237694.000000 Penalty: 4549.937988
	Iteration 11Q: 3 clusters Score -1237694 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1237760.625000 Penalty: 4549.937988
	Iteration 12Q: 3 clusters Score -1237761 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1237829.625000 Penalty: 4549.937988
	Iteration 13Q: 3 clusters Score -1237830 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1237898.750000 Penalty: 4549.937988
	Iteration 14Q: 3 clusters Score -1237899 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1237950.500000 Penalty: 4549.937988
	Iteration 15Q: 3 clusters Score -1237950 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1238003.250000 Penalty: 4549.937988
	Iteration 16Q: 3 clusters Score -1238003 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1238040.125000 Penalty: 4549.937988
	Iteration 17Q: 3 clusters Score -1238040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1238076.625000 Penalty: 4549.937988
	Iteration 18Q: 3 clusters Score -1238077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1238101.000000 Penalty: 4549.937988
	Iteration 19Q: 3 clusters Score -1238101 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1238129.250000 Penalty: 4549.937988
	Iteration 20F: 3 clusters Score -1238129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1238140.500000 Penalty: 4549.937988
	Iteration 21Q: 3 clusters Score -1238140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1238163.375000 Penalty: 4549.937988
	Iteration 22Q: 3 clusters Score -1238163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1238186.375000 Penalty: 4549.937988
	Iteration 23Q: 3 clusters Score -1238186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1238203.000000 Penalty: 4549.937988
	Iteration 24Q: 3 clusters Score -1238203 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1238222.125000 Penalty: 4549.937988
	Iteration 25Q: 3 clusters Score -1238222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1238245.875000 Penalty: 4549.937988
	Iteration 26Q: 3 clusters Score -1238246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1238265.750000 Penalty: 4549.937988
	Iteration 27Q: 3 clusters Score -1238266 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1238281.375000 Penalty: 4549.937988
	Iteration 28Q: 3 clusters Score -1238281 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1238298.625000 Penalty: 4549.937988
	Iteration 29Q: 3 clusters Score -1238299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1238318.000000 Penalty: 4549.937988
	Iteration 30Q: 3 clusters Score -1238318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1238336.250000 Penalty: 4549.937988
	Iteration 31Q: 3 clusters Score -1238336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1238348.250000 Penalty: 4549.937988
	Iteration 32Q: 3 clusters Score -1238348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1238358.125000 Penalty: 4549.937988
	Iteration 33Q: 3 clusters Score -1238358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1238372.750000 Penalty: 4549.937988
	Iteration 34Q: 3 clusters Score -1238373 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1238388.500000 Penalty: 4549.937988
	Iteration 35Q: 3 clusters Score -1238388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1238403.250000 Penalty: 4549.937988
	Iteration 36Q: 3 clusters Score -1238403 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1238421.125000 Penalty: 4549.937988
	Iteration 37Q: 3 clusters Score -1238421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1238433.875000 Penalty: 4549.937988
	Iteration 38Q: 3 clusters Score -1238434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1238456.500000 Penalty: 4549.937988
	Iteration 39Q: 3 clusters Score -1238456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1238485.000000 Penalty: 4549.937988
	Iteration 40F: 3 clusters Score -1238485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1238500.750000 Penalty: 4549.937988
	Iteration 41Q: 3 clusters Score -1238501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1238519.000000 Penalty: 4549.937988
	Iteration 42Q: 3 clusters Score -1238519 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1238539.750000 Penalty: 4549.937988
	Iteration 43Q: 3 clusters Score -1238540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1238557.250000 Penalty: 4549.937988
	Iteration 44Q: 3 clusters Score -1238557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1238572.250000 Penalty: 4549.937988
	Iteration 45Q: 3 clusters Score -1238572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1238590.250000 Penalty: 4549.937988
	Iteration 46Q: 3 clusters Score -1238590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1238606.125000 Penalty: 4549.937988
	Iteration 47Q: 3 clusters Score -1238606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1238615.375000 Penalty: 4549.937988
	Iteration 48Q: 3 clusters Score -1238615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1238639.000000 Penalty: 4549.937988
	Iteration 49Q: 3 clusters Score -1238639 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1238652.750000 Penalty: 4549.937988
	Iteration 50Q: 3 clusters Score -1238653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1238669.625000 Penalty: 4549.937988
	Iteration 51Q: 3 clusters Score -1238670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1238677.875000 Penalty: 4549.937988
	Iteration 52Q: 3 clusters Score -1238678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1238686.125000 Penalty: 4549.937988
	Iteration 53Q: 3 clusters Score -1238686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1238700.500000 Penalty: 4549.937988
	Iteration 54Q: 3 clusters Score -1238700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1238714.250000 Penalty: 4549.937988
	Iteration 55Q: 3 clusters Score -1238714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1238730.250000 Penalty: 4549.937988
	Iteration 56Q: 3 clusters Score -1238730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1238742.875000 Penalty: 4549.937988
	Iteration 57Q: 3 clusters Score -1238743 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1238753.625000 Penalty: 4549.937988
	Iteration 58Q: 3 clusters Score -1238754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1238768.125000 Penalty: 4549.937988
	Iteration 59Q: 3 clusters Score -1238768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1238781.125000 Penalty: 4549.937988
	Iteration 60F: 3 clusters Score -1238781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1238792.875000 Penalty: 4549.937988
	Iteration 61Q: 3 clusters Score -1238793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1238802.500000 Penalty: 4549.937988
	Iteration 62Q: 3 clusters Score -1238802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1238820.500000 Penalty: 4549.937988
	Iteration 63Q: 3 clusters Score -1238820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1238830.250000 Penalty: 4549.937988
	Iteration 64Q: 3 clusters Score -1238830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1238844.250000 Penalty: 4549.937988
	Iteration 65Q: 3 clusters Score -1238844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1238854.750000 Penalty: 4549.937988
	Iteration 66Q: 3 clusters Score -1238855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1238868.625000 Penalty: 4549.937988
	Iteration 67Q: 3 clusters Score -1238869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1238879.625000 Penalty: 4549.937988
	Iteration 68Q: 3 clusters Score -1238880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1238893.375000 Penalty: 4549.937988
	Iteration 69Q: 3 clusters Score -1238893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1238897.250000 Penalty: 4549.937988
	Iteration 70Q: 3 clusters Score -1238897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1238904.375000 Penalty: 4549.937988
	Iteration 71Q: 3 clusters Score -1238904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1238910.875000 Penalty: 4549.937988
	Iteration 72Q: 3 clusters Score -1238911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1238914.125000 Penalty: 4549.937988
	Iteration 73Q: 3 clusters Score -1238914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1238916.875000 Penalty: 4549.937988
	Iteration 74Q: 3 clusters Score -1238917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1238918.250000 Penalty: 4549.937988
	Iteration 75Q: 3 clusters Score -1238918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1238923.500000 Penalty: 4549.937988
	Iteration 76Q: 3 clusters Score -1238924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1238928.625000 Penalty: 4549.937988
	Iteration 77Q: 3 clusters Score -1238929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1238933.875000 Penalty: 4549.937988
	Iteration 78Q: 3 clusters Score -1238934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1238937.750000 Penalty: 4549.937988
	Iteration 79Q: 3 clusters Score -1238938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1238943.250000 Penalty: 4549.937988
	Iteration 80F: 3 clusters Score -1238943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1238944.500000 Penalty: 4549.937988
	Iteration 81Q: 3 clusters Score -1238944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1238947.875000 Penalty: 4549.937988
	Iteration 82Q: 3 clusters Score -1238948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1238951.750000 Penalty: 4549.937988
	Iteration 83Q: 3 clusters Score -1238952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1238959.125000 Penalty: 4549.937988
	Iteration 84Q: 3 clusters Score -1238959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1238962.125000 Penalty: 4549.937988
	Iteration 85Q: 3 clusters Score -1238962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1238967.500000 Penalty: 4549.937988
	Iteration 86Q: 3 clusters Score -1238968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1238975.000000 Penalty: 4549.937988
	Iteration 87Q: 3 clusters Score -1238975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1238978.375000 Penalty: 4549.937988
	Iteration 88Q: 3 clusters Score -1238978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1238979.750000 Penalty: 4549.937988
	Iteration 89Q: 3 clusters Score -1238980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1238978.375000 Penalty: 4549.937988
	Iteration 90Q: 3 clusters Score -1238978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1238980.000000 Penalty: 4549.937988
	Iteration 91Q: 3 clusters Score -1238980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1238980.250000 Penalty: 4549.937988
	Iteration 92Q: 3 clusters Score -1238980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1238980.250000 Penalty: 4549.937988
	Iteration 93F: 3 clusters Score -1238980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -285396.937500 Penalty: 1920.653320
	Iteration 0F: 2 clusters Score -285396.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -282573.937500 Penalty: 3841.306641
	Iteration 0F: 3 clusters Score -282573.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283159.656250 Penalty: 3841.306641
	Iteration 1F: 3 clusters Score -283159.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -283331.750000 Penalty: 3841.306641
	Iteration 2F: 3 clusters Score -283331.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -283448.218750 Penalty: 3841.306641
	Iteration 3F: 3 clusters Score -283448.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -283546.375000 Penalty: 3841.306641
	Iteration 4Q: 3 clusters Score -283546.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -283634.218750 Penalty: 3841.306641
	Iteration 5Q: 3 clusters Score -283634.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -283689.781250 Penalty: 3841.306641
	Iteration 6Q: 3 clusters Score -283689.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -283720.093750 Penalty: 3841.306641
	Iteration 7Q: 3 clusters Score -283720.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -283757.312500 Penalty: 3841.306641
	Iteration 8Q: 3 clusters Score -283757.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -283794.281250 Penalty: 3841.306641
	Iteration 9Q: 3 clusters Score -283794.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -283821.093750 Penalty: 3841.306641
	Iteration 10Q: 3 clusters Score -283821.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -283844.250000 Penalty: 3841.306641
	Iteration 11Q: 3 clusters Score -283844.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -283865.156250 Penalty: 3841.306641
	Iteration 12Q: 3 clusters Score -283865.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -283876.531250 Penalty: 3841.306641
	Iteration 13Q: 3 clusters Score -283876.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -283883.562500 Penalty: 3841.306641
	Iteration 14Q: 3 clusters Score -283883.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -283895.125000 Penalty: 3841.306641
	Iteration 15Q: 3 clusters Score -283895.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -283906.218750 Penalty: 3841.306641
	Iteration 16Q: 3 clusters Score -283906.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -283918.750000 Penalty: 3841.306641
	Iteration 17Q: 3 clusters Score -283918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -283929.312500 Penalty: 3841.306641
	Iteration 18Q: 3 clusters Score -283929.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -283940.093750 Penalty: 3841.306641
	Iteration 19Q: 3 clusters Score -283940.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -283946.781250 Penalty: 3841.306641
	Iteration 20F: 3 clusters Score -283946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -283950.843750 Penalty: 3841.306641
	Iteration 21Q: 3 clusters Score -283950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -283951.343750 Penalty: 3841.306641
	Iteration 22Q: 3 clusters Score -283951.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -283951.343750 Penalty: 3841.306641
	Iteration 23F: 3 clusters Score -283951.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Entering Unmasked Estep 
Score: -1490791.750000 Penalty: 2338.290771
	Iteration 0F: 2 clusters Score -1490792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1481533.875000 Penalty: 4676.581543
	Iteration 0F: 3 clusters Score -1481534 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1484425.125000 Penalty: 4676.581543
	Iteration 1F: 3 clusters Score -1484425 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1484766.500000 Penalty: 4676.581543
	Iteration 2F: 3 clusters Score -1484766 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1484983.875000 Penalty: 4676.581543
	Iteration 3Q: 3 clusters Score -1484984 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1485147.375000 Penalty: 4676.581543
	Iteration 4Q: 3 clusters Score -1485147 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1485265.750000 Penalty: 4676.581543
	Iteration 5Q: 3 clusters Score -1485266 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1485366.750000 Penalty: 4676.581543
	Iteration 6Q: 3 clusters Score -1485367 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1485465.125000 Penalty: 4676.581543
	Iteration 7Q: 3 clusters Score -1485465 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1485551.375000 Penalty: 4676.581543
	Iteration 8Q: 3 clusters Score -1485551 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1485654.375000 Penalty: 4676.581543
	Iteration 9Q: 3 clusters Score -1485654 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1485756.625000 Penalty: 4676.581543
	Iteration 10Q: 3 clusters Score -1485757 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1485862.875000 Penalty: 4676.581543
	Iteration 11Q: 3 clusters Score -1485863 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1485990.125000 Penalty: 4676.581543
	Iteration 12Q: 3 clusters Score -1485990 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1486146.250000 Penalty: 4676.581543
	Iteration 13Q: 3 clusters Score -1486146 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1486327.750000 Penalty: 4676.581543
	Iteration 14Q: 3 clusters Score -1486328 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1486532.750000 Penalty: 4676.581543
	Iteration 15Q: 3 clusters Score -1486533 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1486757.125000 Penalty: 4676.581543
	Iteration 16Q: 3 clusters Score -1486757 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1486968.625000 Penalty: 4676.581543
	Iteration 17Q: 3 clusters Score -1486969 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1487197.000000 Penalty: 4676.581543
	Iteration 18Q: 3 clusters Score -1487197 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1487416.000000 Penalty: 4676.581543
	Iteration 19Q: 3 clusters Score -1487416 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1487603.750000 Penalty: 4676.581543
	Iteration 20F: 3 clusters Score -1487604 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1487757.875000 Penalty: 4676.581543
	Iteration 21Q: 3 clusters Score -1487758 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1487887.875000 Penalty: 4676.581543
	Iteration 22Q: 3 clusters Score -1487888 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1488019.750000 Penalty: 4676.581543
	Iteration 23Q: 3 clusters Score -1488020 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1488138.125000 Penalty: 4676.581543
	Iteration 24Q: 3 clusters Score -1488138 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1488231.625000 Penalty: 4676.581543
	Iteration 25Q: 3 clusters Score -1488232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1488314.375000 Penalty: 4676.581543
	Iteration 26Q: 3 clusters Score -1488314 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1488386.125000 Penalty: 4676.581543
	Iteration 27Q: 3 clusters Score -1488386 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1488440.625000 Penalty: 4676.581543
	Iteration 28Q: 3 clusters Score -1488441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1488484.375000 Penalty: 4676.581543
	Iteration 29Q: 3 clusters Score -1488484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1488521.875000 Penalty: 4676.581543
	Iteration 30Q: 3 clusters Score -1488522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1488555.250000 Penalty: 4676.581543
	Iteration 31Q: 3 clusters Score -1488555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1488582.000000 Penalty: 4676.581543
	Iteration 32Q: 3 clusters Score -1488582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1488616.000000 Penalty: 4676.581543
	Iteration 33Q: 3 clusters Score -1488616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1488645.375000 Penalty: 4676.581543
	Iteration 34Q: 3 clusters Score -1488645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1488667.625000 Penalty: 4676.581543
	Iteration 35Q: 3 clusters Score -1488668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1488690.750000 Penalty: 4676.581543
	Iteration 36Q: 3 clusters Score -1488691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1488721.375000 Penalty: 4676.581543
	Iteration 37Q: 3 clusters Score -1488721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1488752.500000 Penalty: 4676.581543
	Iteration 38Q: 3 clusters Score -1488752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1488773.250000 Penalty: 4676.581543
	Iteration 39Q: 3 clusters Score -1488773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1488791.500000 Penalty: 4676.581543
	Iteration 40F: 3 clusters Score -1488792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1488805.750000 Penalty: 4676.581543
	Iteration 41Q: 3 clusters Score -1488806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1488823.125000 Penalty: 4676.581543
	Iteration 42Q: 3 clusters Score -1488823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1488838.125000 Penalty: 4676.581543
	Iteration 43Q: 3 clusters Score -1488838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1488851.500000 Penalty: 4676.581543
	Iteration 44Q: 3 clusters Score -1488852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1488860.500000 Penalty: 4676.581543
	Iteration 45Q: 3 clusters Score -1488860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1488865.375000 Penalty: 4676.581543
	Iteration 46Q: 3 clusters Score -1488865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1488874.000000 Penalty: 4676.581543
	Iteration 47Q: 3 clusters Score -1488874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1488877.625000 Penalty: 4676.581543
	Iteration 48Q: 3 clusters Score -1488878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1488883.125000 Penalty: 4676.581543
	Iteration 49Q: 3 clusters Score -1488883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1488882.000000 Penalty: 4676.581543
	Iteration 50Q: 3 clusters Score -1488882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1488883.250000 Penalty: 4676.581543
	Iteration 51Q: 3 clusters Score -1488883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1488888.625000 Penalty: 4676.581543
	Iteration 52Q: 3 clusters Score -1488889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1488887.750000 Penalty: 4676.581543
	Iteration 53Q: 3 clusters Score -1488888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1488891.875000 Penalty: 4676.581543
	Iteration 54Q: 3 clusters Score -1488892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1488894.625000 Penalty: 4676.581543
	Iteration 55Q: 3 clusters Score -1488895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1488899.625000 Penalty: 4676.581543
	Iteration 56Q: 3 clusters Score -1488900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1488899.625000 Penalty: 4676.581543
	Iteration 57Q: 3 clusters Score -1488900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1488900.875000 Penalty: 4676.581543
	Iteration 58Q: 3 clusters Score -1488901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1488902.375000 Penalty: 4676.581543
	Iteration 59Q: 3 clusters Score -1488902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1488903.625000 Penalty: 4676.581543
	Iteration 60F: 3 clusters Score -1488904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1488903.375000 Penalty: 4676.581543
	Iteration 61Q: 3 clusters Score -1488903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1488904.750000 Penalty: 4676.581543
	Iteration 62Q: 3 clusters Score -1488905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1488904.750000 Penalty: 4676.581543
	Iteration 63F: 3 clusters Score -1488905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -111086.742188 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -111086.7 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 537 members 
Entering Unmasked Estep 
Score: -109199.351562 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -109199.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -109501.625000 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -109501.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -109649.226562 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -109649.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -109760.242188 Penalty: 3452.332520
	Iteration 3F: 3 clusters Score -109760.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109854.671875 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -109854.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -109923.062500 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -109923.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -109973.914062 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -109973.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -110011.078125 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -110011.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110036.054688 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -110036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110047.062500 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -110047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -110056.507812 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -110056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -110065.390625 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -110065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110074.523438 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -110074.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -110078.890625 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -110078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -110081.226562 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -110081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -110081.226562 Penalty: 3452.332520
	Iteration 15F: 3 clusters Score -110081.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -798148.937500 Penalty: 2163.441895
	Iteration 0F: 2 clusters Score -798148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -792859.937500 Penalty: 4326.883789
	Iteration 0F: 3 clusters Score -792859.9 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -794453.375000 Penalty: 4326.883789
	Iteration 1F: 3 clusters Score -794453.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -795029.812500 Penalty: 4326.883789
	Iteration 2F: 3 clusters Score -795029.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -795509.687500 Penalty: 4326.883789
	Iteration 3F: 3 clusters Score -795509.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -795932.812500 Penalty: 4326.883789
	Iteration 4F: 3 clusters Score -795932.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -796290.437500 Penalty: 4326.883789
	Iteration 5F: 3 clusters Score -796290.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -796623.875000 Penalty: 4326.883789
	Iteration 6F: 3 clusters Score -796623.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -796879.687500 Penalty: 4326.883789
	Iteration 7Q: 3 clusters Score -796879.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -797053.375000 Penalty: 4326.883789
	Iteration 8Q: 3 clusters Score -797053.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -797179.000000 Penalty: 4326.883789
	Iteration 9Q: 3 clusters Score -797179 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -797252.375000 Penalty: 4326.883789
	Iteration 10Q: 3 clusters Score -797252.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -797301.312500 Penalty: 4326.883789
	Iteration 11Q: 3 clusters Score -797301.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -797337.312500 Penalty: 4326.883789
	Iteration 12Q: 3 clusters Score -797337.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -797349.875000 Penalty: 4326.883789
	Iteration 13Q: 3 clusters Score -797349.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -797360.625000 Penalty: 4326.883789
	Iteration 14Q: 3 clusters Score -797360.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -797369.937500 Penalty: 4326.883789
	Iteration 15Q: 3 clusters Score -797369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -797380.750000 Penalty: 4326.883789
	Iteration 16Q: 3 clusters Score -797380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -797384.625000 Penalty: 4326.883789
	Iteration 17Q: 3 clusters Score -797384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -797390.312500 Penalty: 4326.883789
	Iteration 18Q: 3 clusters Score -797390.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -797396.875000 Penalty: 4326.883789
	Iteration 19Q: 3 clusters Score -797396.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -797401.562500 Penalty: 4326.883789
	Iteration 20F: 3 clusters Score -797401.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -797405.562500 Penalty: 4326.883789
	Iteration 21Q: 3 clusters Score -797405.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -797408.312500 Penalty: 4326.883789
	Iteration 22Q: 3 clusters Score -797408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -797408.312500 Penalty: 4326.883789
	Iteration 23F: 3 clusters Score -797408.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Entering Unmasked Estep 
Score: -848082.625000 Penalty: 2200.932617
	Iteration 0F: 2 clusters Score -848082.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -842279.187500 Penalty: 4401.865234
	Iteration 0F: 3 clusters Score -842279.2 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -844281.750000 Penalty: 4401.865234
	Iteration 1F: 3 clusters Score -844281.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -844976.812500 Penalty: 4401.865234
	Iteration 2F: 3 clusters Score -844976.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -845497.500000 Penalty: 4401.865234
	Iteration 3F: 3 clusters Score -845497.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -845962.187500 Penalty: 4401.865234
	Iteration 4F: 3 clusters Score -845962.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -846387.687500 Penalty: 4401.865234
	Iteration 5F: 3 clusters Score -846387.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -846737.000000 Penalty: 4401.865234
	Iteration 6F: 3 clusters Score -846737 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -846987.062500 Penalty: 4401.865234
	Iteration 7Q: 3 clusters Score -846987.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -847133.312500 Penalty: 4401.865234
	Iteration 8Q: 3 clusters Score -847133.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -847227.750000 Penalty: 4401.865234
	Iteration 9Q: 3 clusters Score -847227.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -847279.062500 Penalty: 4401.865234
	Iteration 10Q: 3 clusters Score -847279.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -847312.375000 Penalty: 4401.865234
	Iteration 11Q: 3 clusters Score -847312.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -847337.000000 Penalty: 4401.865234
	Iteration 12Q: 3 clusters Score -847337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -847353.312500 Penalty: 4401.865234
	Iteration 13Q: 3 clusters Score -847353.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -847363.062500 Penalty: 4401.865234
	Iteration 14Q: 3 clusters Score -847363.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -847373.687500 Penalty: 4401.865234
	Iteration 15Q: 3 clusters Score -847373.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -847380.062500 Penalty: 4401.865234
	Iteration 16Q: 3 clusters Score -847380.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -847389.625000 Penalty: 4401.865234
	Iteration 17Q: 3 clusters Score -847389.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -847392.250000 Penalty: 4401.865234
	Iteration 18Q: 3 clusters Score -847392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -847392.875000 Penalty: 4401.865234
	Iteration 19Q: 3 clusters Score -847392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -847395.500000 Penalty: 4401.865234
	Iteration 20F: 3 clusters Score -847395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -847396.125000 Penalty: 4401.865234
	Iteration 21Q: 3 clusters Score -847396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -847398.937500 Penalty: 4401.865234
	Iteration 22Q: 3 clusters Score -847398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -847399.750000 Penalty: 4401.865234
	Iteration 23Q: 3 clusters Score -847399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -847400.500000 Penalty: 4401.865234
	Iteration 24Q: 3 clusters Score -847400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -847401.937500 Penalty: 4401.865234
	Iteration 25Q: 3 clusters Score -847401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -847401.000000 Penalty: 4401.865234
	Iteration 26Q: 3 clusters Score -847401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -847403.187500 Penalty: 4401.865234
	Iteration 27Q: 3 clusters Score -847403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -847403.187500 Penalty: 4401.865234
	Iteration 28F: 3 clusters Score -847403.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -196411.078125 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -196411.1 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 851 members 
Entering Unmasked Estep 
Score: -194038.062500 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -194038.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194506.812500 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -194506.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -194675.625000 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -194675.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -194781.156250 Penalty: 3686.218506
	Iteration 3Q: 3 clusters Score -194781.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -194840.468750 Penalty: 3686.218506
	Iteration 4Q: 3 clusters Score -194840.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -194880.671875 Penalty: 3686.218506
	Iteration 5Q: 3 clusters Score -194880.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -194905.843750 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -194905.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -194926.312500 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -194926.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -194940.781250 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -194940.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -194956.296875 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -194956.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -194968.734375 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -194968.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -194987.796875 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -194987.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -195002.828125 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -195002.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -195018.796875 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -195018.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -195035.453125 Penalty: 3686.218506
	Iteration 14Q: 3 clusters Score -195035.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -195053.156250 Penalty: 3686.218506
	Iteration 15Q: 3 clusters Score -195053.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -195067.328125 Penalty: 3686.218506
	Iteration 16Q: 3 clusters Score -195067.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -195081.703125 Penalty: 3686.218506
	Iteration 17Q: 3 clusters Score -195081.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -195094.203125 Penalty: 3686.218506
	Iteration 18Q: 3 clusters Score -195094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -195103.625000 Penalty: 3686.218506
	Iteration 19Q: 3 clusters Score -195103.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -195106.640625 Penalty: 3686.218506
	Iteration 20F: 3 clusters Score -195106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -195110.828125 Penalty: 3686.218506
	Iteration 21Q: 3 clusters Score -195110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -195113.468750 Penalty: 3686.218506
	Iteration 22Q: 3 clusters Score -195113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -195114.000000 Penalty: 3686.218506
	Iteration 23Q: 3 clusters Score -195114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -195115.484375 Penalty: 3686.218506
	Iteration 24Q: 3 clusters Score -195115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -195119.593750 Penalty: 3686.218506
	Iteration 25Q: 3 clusters Score -195119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -195133.265625 Penalty: 3686.218506
	Iteration 26Q: 3 clusters Score -195133.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -195146.984375 Penalty: 3686.218506
	Iteration 27Q: 3 clusters Score -195147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -195156.796875 Penalty: 3686.218506
	Iteration 28Q: 3 clusters Score -195156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -195167.750000 Penalty: 3686.218506
	Iteration 29Q: 3 clusters Score -195167.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -195175.843750 Penalty: 3686.218506
	Iteration 30Q: 3 clusters Score -195175.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -195184.328125 Penalty: 3686.218506
	Iteration 31Q: 3 clusters Score -195184.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -195190.890625 Penalty: 3686.218506
	Iteration 32Q: 3 clusters Score -195190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -195196.140625 Penalty: 3686.218506
	Iteration 33Q: 3 clusters Score -195196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -195198.703125 Penalty: 3686.218506
	Iteration 34Q: 3 clusters Score -195198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -195200.593750 Penalty: 3686.218506
	Iteration 35Q: 3 clusters Score -195200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -195201.203125 Penalty: 3686.218506
	Iteration 36Q: 3 clusters Score -195201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -195201.687500 Penalty: 3686.218506
	Iteration 37Q: 3 clusters Score -195201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -195203.031250 Penalty: 3686.218506
	Iteration 38Q: 3 clusters Score -195203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -195205.265625 Penalty: 3686.218506
	Iteration 39Q: 3 clusters Score -195205.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -195207.031250 Penalty: 3686.218506
	Iteration 40F: 3 clusters Score -195207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -195208.781250 Penalty: 3686.218506
	Iteration 41Q: 3 clusters Score -195208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -195211.515625 Penalty: 3686.218506
	Iteration 42Q: 3 clusters Score -195211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -195217.093750 Penalty: 3686.218506
	Iteration 43Q: 3 clusters Score -195217.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -195221.406250 Penalty: 3686.218506
	Iteration 44Q: 3 clusters Score -195221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -195223.453125 Penalty: 3686.218506
	Iteration 45Q: 3 clusters Score -195223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -195224.218750 Penalty: 3686.218506
	Iteration 46Q: 3 clusters Score -195224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -195225.156250 Penalty: 3686.218506
	Iteration 47Q: 3 clusters Score -195225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -195225.687500 Penalty: 3686.218506
	Iteration 48Q: 3 clusters Score -195225.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -195225.687500 Penalty: 3686.218506
	Iteration 49F: 3 clusters Score -195225.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Entering Unmasked Estep 
Score: -4049680.000000 Penalty: 2570.610352
	Iteration 0F: 2 clusters Score -4049680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4028011.250000 Penalty: 5141.220703
	Iteration 0F: 3 clusters Score -4028011 nChanged 14376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -4035862.500000 Penalty: 5141.220703
	Iteration 1F: 3 clusters Score -4035862 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -4036347.000000 Penalty: 5141.220703
	Iteration 2Q: 3 clusters Score -4036347 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4036856.500000 Penalty: 5141.220703
	Iteration 3Q: 3 clusters Score -4036856 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4037448.250000 Penalty: 5141.220703
	Iteration 4Q: 3 clusters Score -4037448 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4038263.000000 Penalty: 5141.220703
	Iteration 5Q: 3 clusters Score -4038263 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -4039443.000000 Penalty: 5141.220703
	Iteration 6F: 3 clusters Score -4039443 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -4041040.250000 Penalty: 5141.220703
	Iteration 7F: 3 clusters Score -4041040 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4043006.250000 Penalty: 5141.220703
	Iteration 8F: 3 clusters Score -4043006 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4044818.000000 Penalty: 5141.220703
	Iteration 9F: 3 clusters Score -4044818 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4046060.750000 Penalty: 5141.220703
	Iteration 10Q: 3 clusters Score -4046061 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4046752.500000 Penalty: 5141.220703
	Iteration 11Q: 3 clusters Score -4046752 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4047096.750000 Penalty: 5141.220703
	Iteration 12Q: 3 clusters Score -4047097 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4047239.500000 Penalty: 5141.220703
	Iteration 13Q: 3 clusters Score -4047240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4047317.750000 Penalty: 5141.220703
	Iteration 14Q: 3 clusters Score -4047318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4047380.000000 Penalty: 5141.220703
	Iteration 15Q: 3 clusters Score -4047380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4047417.250000 Penalty: 5141.220703
	Iteration 16Q: 3 clusters Score -4047417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4047433.000000 Penalty: 5141.220703
	Iteration 17Q: 3 clusters Score -4047433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4047442.250000 Penalty: 5141.220703
	Iteration 18Q: 3 clusters Score -4047442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4047447.250000 Penalty: 5141.220703
	Iteration 19Q: 3 clusters Score -4047447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4047451.750000 Penalty: 5141.220703
	Iteration 20F: 3 clusters Score -4047452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4047454.250000 Penalty: 5141.220703
	Iteration 21Q: 3 clusters Score -4047454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4047454.250000 Penalty: 5141.220703
	Iteration 22F: 3 clusters Score -4047454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (72586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Entering Unmasked Estep 
Score: -9324728.000000 Penalty: 2775.746826
	Iteration 0F: 2 clusters Score -9324728 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 36229 members 
Entering Unmasked Estep 
Score: -9275954.000000 Penalty: 5551.493652
	Iteration 0F: 3 clusters Score -9275954 nChanged 34140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -9295421.000000 Penalty: 5551.493652
	Iteration 1F: 3 clusters Score -9295421 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -9296149.000000 Penalty: 5551.493652
	Iteration 2Q: 3 clusters Score -9296149 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -9296922.000000 Penalty: 5551.493652
	Iteration 3Q: 3 clusters Score -9296922 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -9297820.000000 Penalty: 5551.493652
	Iteration 4Q: 3 clusters Score -9297820 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -9298883.000000 Penalty: 5551.493652
	Iteration 5Q: 3 clusters Score -9298883 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -9300173.000000 Penalty: 5551.493652
	Iteration 6Q: 3 clusters Score -9300173 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -9301631.000000 Penalty: 5551.493652
	Iteration 7Q: 3 clusters Score -9301631 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -9303363.000000 Penalty: 5551.493652
	Iteration 8Q: 3 clusters Score -9303363 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -9305253.000000 Penalty: 5551.493652
	Iteration 9F: 3 clusters Score -9305253 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -9307233.000000 Penalty: 5551.493652
	Iteration 10Q: 3 clusters Score -9307233 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -9309161.000000 Penalty: 5551.493652
	Iteration 11Q: 3 clusters Score -9309161 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -9310541.000000 Penalty: 5551.493652
	Iteration 12Q: 3 clusters Score -9310541 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -9311325.000000 Penalty: 5551.493652
	Iteration 13Q: 3 clusters Score -9311325 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -9311613.000000 Penalty: 5551.493652
	Iteration 14Q: 3 clusters Score -9311613 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -9311805.000000 Penalty: 5551.493652
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9311933 nChanged 657
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9312039 nChanged 599
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Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9312141 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9312270 nChanged 568
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Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9312384 nChanged 584
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Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9312516 nChanged 565
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Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9312603 nChanged 562
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Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9312717 nChanged 582
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Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9312861 nChanged 612
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Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9312940 nChanged 631
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Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9313072 nChanged 662
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Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9313208 nChanged 730
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Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9313370 nChanged 748
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Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9313518 nChanged 741
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Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9313670 nChanged 741
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Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9313870 nChanged 713
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Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9314062 nChanged 716
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Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9314207 nChanged 725
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Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9314331 nChanged 737
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Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9314481 nChanged 770
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Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9314890 nChanged 832
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Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9315129 nChanged 825
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Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9315312 nChanged 901
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Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9315517 nChanged 924
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Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9316138 nChanged 983
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Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 53580 members 
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Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 54583 members 
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Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 56443 members 
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Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 57352 members 
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Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 58268 members 
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Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 60086 members 
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Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 61015 members 
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Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 61889 members 
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Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 62695 members 
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Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 64020 members 
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Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 64602 members 
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Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 65138 members 
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Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 65646 members 
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Mstep: Class 1 contains 6477 members 
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Mstep: Class 1 contains 6055 members 
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Mstep: Class 1 contains 5638 members 
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Mstep: Class 2 contains 67346 members 
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Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 67694 members 
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Mstep: Class 1 contains 4610 members 
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Mstep: Class 1 contains 3979 members 
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Mstep: Class 1 contains 3629 members 
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	Iteration 99Q: 3 clusters Score -9322483 nChanged 11
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	Iteration 100F: 3 clusters Score -9322489 nChanged 12
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	Iteration 102Q: 3 clusters Score -9322492 nChanged 7
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Entering Unmasked Estep 
Score: -9322497.000000 Penalty: 5551.493652
	Iteration 107Q: 3 clusters Score -9322497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -9322497.000000 Penalty: 5551.493652
	Iteration 108F: 3 clusters Score -9322497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (155122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Entering Unmasked Estep 
Score: -19878872.000000 Penalty: 2964.087891
	Iteration 0F: 2 clusters Score -1.987887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -19774938.000000 Penalty: 5928.175781
	Iteration 0F: 3 clusters Score -1.977494e+07 nChanged 74284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -19817758.000000 Penalty: 5928.175781
	Iteration 1F: 3 clusters Score -1.981776e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -19818818.000000 Penalty: 5928.175781
	Iteration 2Q: 3 clusters Score -1.981882e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -19820116.000000 Penalty: 5928.175781
	Iteration 3Q: 3 clusters Score -1.982012e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -19822410.000000 Penalty: 5928.175781
	Iteration 4Q: 3 clusters Score -1.982241e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -19826084.000000 Penalty: 5928.175781
	Iteration 5Q: 3 clusters Score -1.982608e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 107829 members 
Entering Unmasked Estep 
Score: -19832414.000000 Penalty: 5928.175781
	Iteration 6F: 3 clusters Score -1.983241e+07 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 120544 members 
Entering Unmasked Estep 
Score: -19842734.000000 Penalty: 5928.175781
	Iteration 7F: 3 clusters Score -1.984273e+07 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 133997 members 
Entering Unmasked Estep 
Score: -19855400.000000 Penalty: 5928.175781
	Iteration 8F: 3 clusters Score -1.98554e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -19866382.000000 Penalty: 5928.175781
	Iteration 9F: 3 clusters Score -1.986638e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 151328 members 
Entering Unmasked Estep 
Score: -19872798.000000 Penalty: 5928.175781
	Iteration 10Q: 3 clusters Score -1.98728e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -19875052.000000 Penalty: 5928.175781
	Iteration 11Q: 3 clusters Score -1.987505e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 154573 members 
Entering Unmasked Estep 
Score: -19875722.000000 Penalty: 5928.175781
	Iteration 12Q: 3 clusters Score -1.987572e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 154789 members 
Entering Unmasked Estep 
Score: -19876016.000000 Penalty: 5928.175781
	Iteration 13Q: 3 clusters Score -1.987602e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 154842 members 
Entering Unmasked Estep 
Score: -19876106.000000 Penalty: 5928.175781
	Iteration 14Q: 3 clusters Score -1.987611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -19876158.000000 Penalty: 5928.175781
	Iteration 15Q: 3 clusters Score -1.987616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -19876164.000000 Penalty: 5928.175781
	Iteration 16Q: 3 clusters Score -1.987616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -19876192.000000 Penalty: 5928.175781
	Iteration 17Q: 3 clusters Score -1.987619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -19876202.000000 Penalty: 5928.175781
	Iteration 18Q: 3 clusters Score -1.98762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -19876206.000000 Penalty: 5928.175781
	Iteration 19Q: 3 clusters Score -1.987621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -19876192.000000 Penalty: 5928.175781
	Iteration 20F: 3 clusters Score -1.987619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 154876 members 
Entering Unmasked Estep 
Score: -19876188.000000 Penalty: 5928.175781
	Iteration 21Q: 3 clusters Score -1.987619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 154878 members 
Entering Unmasked Estep 
Score: -19876188.000000 Penalty: 5928.175781
	Iteration 22Q: 3 clusters Score -1.987619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154881 members 
Entering Unmasked Estep 
Score: -19876192.000000 Penalty: 5928.175781
	Iteration 23Q: 3 clusters Score -1.987619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 154882 members 
Entering Unmasked Estep 
Score: -19876204.000000 Penalty: 5928.175781
	Iteration 24Q: 3 clusters Score -1.98762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 154882 members 
Entering Unmasked Estep 
Score: -19876212.000000 Penalty: 5928.175781
	Iteration 25Q: 3 clusters Score -1.987621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 154882 members 
Entering Unmasked Estep 
Score: -19876212.000000 Penalty: 5928.175781
	Iteration 26F: 3 clusters Score -1.987621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Entering Unmasked Estep 
Score: -598304.875000 Penalty: 2096.549072
	Iteration 0F: 2 clusters Score -598304.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -593992.062500 Penalty: 4193.098145
	Iteration 0F: 3 clusters Score -593992.1 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -595036.562500 Penalty: 4193.098145
	Iteration 1F: 3 clusters Score -595036.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -595265.437500 Penalty: 4193.098145
	Iteration 2F: 3 clusters Score -595265.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -595418.750000 Penalty: 4193.098145
	Iteration 3Q: 3 clusters Score -595418.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -595541.187500 Penalty: 4193.098145
	Iteration 4Q: 3 clusters Score -595541.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -595648.000000 Penalty: 4193.098145
	Iteration 5Q: 3 clusters Score -595648 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -595732.437500 Penalty: 4193.098145
	Iteration 6Q: 3 clusters Score -595732.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -595809.562500 Penalty: 4193.098145
	Iteration 7Q: 3 clusters Score -595809.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -595892.062500 Penalty: 4193.098145
	Iteration 8Q: 3 clusters Score -595892.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -595960.125000 Penalty: 4193.098145
	Iteration 9Q: 3 clusters Score -595960.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -596013.250000 Penalty: 4193.098145
	Iteration 10Q: 3 clusters Score -596013.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -596058.125000 Penalty: 4193.098145
	Iteration 11Q: 3 clusters Score -596058.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -596084.812500 Penalty: 4193.098145
	Iteration 12Q: 3 clusters Score -596084.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -596105.500000 Penalty: 4193.098145
	Iteration 13Q: 3 clusters Score -596105.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -596121.562500 Penalty: 4193.098145
	Iteration 14Q: 3 clusters Score -596121.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -596137.187500 Penalty: 4193.098145
	Iteration 15Q: 3 clusters Score -596137.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -596154.062500 Penalty: 4193.098145
	Iteration 16Q: 3 clusters Score -596154.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -596165.062500 Penalty: 4193.098145
	Iteration 17Q: 3 clusters Score -596165.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -596180.750000 Penalty: 4193.098145
	Iteration 18Q: 3 clusters Score -596180.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -596196.187500 Penalty: 4193.098145
	Iteration 19Q: 3 clusters Score -596196.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -596205.250000 Penalty: 4193.098145
	Iteration 20F: 3 clusters Score -596205.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -596213.187500 Penalty: 4193.098145
	Iteration 21Q: 3 clusters Score -596213.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -596226.625000 Penalty: 4193.098145
	Iteration 22Q: 3 clusters Score -596226.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -596246.625000 Penalty: 4193.098145
	Iteration 23Q: 3 clusters Score -596246.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -596264.812500 Penalty: 4193.098145
	Iteration 24Q: 3 clusters Score -596264.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -596278.500000 Penalty: 4193.098145
	Iteration 25Q: 3 clusters Score -596278.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -596290.250000 Penalty: 4193.098145
	Iteration 26Q: 3 clusters Score -596290.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -596304.187500 Penalty: 4193.098145
	Iteration 27Q: 3 clusters Score -596304.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -596314.000000 Penalty: 4193.098145
	Iteration 28Q: 3 clusters Score -596314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -596327.625000 Penalty: 4193.098145
	Iteration 29Q: 3 clusters Score -596327.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -596347.937500 Penalty: 4193.098145
	Iteration 30Q: 3 clusters Score -596347.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -596369.625000 Penalty: 4193.098145
	Iteration 31Q: 3 clusters Score -596369.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -596392.187500 Penalty: 4193.098145
	Iteration 32Q: 3 clusters Score -596392.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -596413.062500 Penalty: 4193.098145
	Iteration 33Q: 3 clusters Score -596413.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -596437.312500 Penalty: 4193.098145
	Iteration 34Q: 3 clusters Score -596437.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -596458.125000 Penalty: 4193.098145
	Iteration 35Q: 3 clusters Score -596458.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -596474.000000 Penalty: 4193.098145
	Iteration 36Q: 3 clusters Score -596474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -596488.625000 Penalty: 4193.098145
	Iteration 37Q: 3 clusters Score -596488.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -596503.562500 Penalty: 4193.098145
	Iteration 38Q: 3 clusters Score -596503.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -596511.000000 Penalty: 4193.098145
	Iteration 39Q: 3 clusters Score -596511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -596515.875000 Penalty: 4193.098145
	Iteration 40F: 3 clusters Score -596515.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -596521.625000 Penalty: 4193.098145
	Iteration 41Q: 3 clusters Score -596521.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -596525.750000 Penalty: 4193.098145
	Iteration 42Q: 3 clusters Score -596525.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -596526.812500 Penalty: 4193.098145
	Iteration 43Q: 3 clusters Score -596526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -596525.875000 Penalty: 4193.098145
	Iteration 44Q: 3 clusters Score -596525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -596526.625000 Penalty: 4193.098145
	Iteration 45Q: 3 clusters Score -596526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -596526.687500 Penalty: 4193.098145
	Iteration 46Q: 3 clusters Score -596526.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -596527.062500 Penalty: 4193.098145
	Iteration 47Q: 3 clusters Score -596527.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -596527.062500 Penalty: 4193.098145
	Iteration 48F: 3 clusters Score -596527.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -46529.468750 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -46529.47 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 225 members 
Entering Unmasked Estep 
Score: -45133.609375 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -45133.61 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45474.527344 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -45474.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45662.718750 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -45662.72 nChanged 24
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: -45856.515625 Penalty: 3031.287842
	Iteration 3F: 3 clusters Score -45856.52 nChanged 24
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: -46024.062500 Penalty: 3031.287842
	Iteration 4F: 3 clusters Score -46024.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46231.882812 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -46231.88 nChanged 20
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: -46552.976562 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -46552.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46919.683594 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -46919.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47081.339844 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -47081.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47113.164062 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -47113.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47142.253906 Penalty: 3031.287842
	Iteration 10Q: 3 clusters Score -47142.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47142.253906 Penalty: 3031.287842
	Iteration 11F: 3 clusters Score -47142.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72586 members 
Mstep: Class 12 contains 155122 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56575 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25685 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33327 members 
Mstep: Class 33 contains 261 members 
Entering Unmasked Estep 
Score: -77989784.000000 Penalty: 109260.546875
Splitting cluster 14 changes total score from -77990976.000000 to -77989784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Entering Unmasked Estep 
Score: -371177.375000 Penalty: 1984.336060
	Iteration 0F: 2 clusters Score -371177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -367924.750000 Penalty: 3968.672119
	Iteration 0F: 3 clusters Score -367924.8 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -368567.062500 Penalty: 3968.672119
	Iteration 1F: 3 clusters Score -368567.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -368741.781250 Penalty: 3968.672119
	Iteration 2F: 3 clusters Score -368741.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -368825.656250 Penalty: 3968.672119
	Iteration 3Q: 3 clusters Score -368825.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -368879.718750 Penalty: 3968.672119
	Iteration 4Q: 3 clusters Score -368879.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -368917.437500 Penalty: 3968.672119
	Iteration 5Q: 3 clusters Score -368917.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -368960.656250 Penalty: 3968.672119
	Iteration 6Q: 3 clusters Score -368960.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -368992.906250 Penalty: 3968.672119
	Iteration 7Q: 3 clusters Score -368992.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -369026.625000 Penalty: 3968.672119
	Iteration 8Q: 3 clusters Score -369026.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -369066.437500 Penalty: 3968.672119
	Iteration 9Q: 3 clusters Score -369066.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -369098.968750 Penalty: 3968.672119
	Iteration 10Q: 3 clusters Score -369099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -369127.937500 Penalty: 3968.672119
	Iteration 11Q: 3 clusters Score -369127.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -369148.843750 Penalty: 3968.672119
	Iteration 12Q: 3 clusters Score -369148.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -369167.031250 Penalty: 3968.672119
	Iteration 13Q: 3 clusters Score -369167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -369183.906250 Penalty: 3968.672119
	Iteration 14Q: 3 clusters Score -369183.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -369199.187500 Penalty: 3968.672119
	Iteration 15Q: 3 clusters Score -369199.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -369210.937500 Penalty: 3968.672119
	Iteration 16Q: 3 clusters Score -369210.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -369223.218750 Penalty: 3968.672119
	Iteration 17Q: 3 clusters Score -369223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -369231.468750 Penalty: 3968.672119
	Iteration 18Q: 3 clusters Score -369231.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -369240.843750 Penalty: 3968.672119
	Iteration 19Q: 3 clusters Score -369240.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -369250.562500 Penalty: 3968.672119
	Iteration 20F: 3 clusters Score -369250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -369260.187500 Penalty: 3968.672119
	Iteration 21Q: 3 clusters Score -369260.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -369267.656250 Penalty: 3968.672119
	Iteration 22Q: 3 clusters Score -369267.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -369276.218750 Penalty: 3968.672119
	Iteration 23Q: 3 clusters Score -369276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -369281.437500 Penalty: 3968.672119
	Iteration 24Q: 3 clusters Score -369281.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -369285.187500 Penalty: 3968.672119
	Iteration 25Q: 3 clusters Score -369285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -369289.375000 Penalty: 3968.672119
	Iteration 26Q: 3 clusters Score -369289.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -369292.500000 Penalty: 3968.672119
	Iteration 27Q: 3 clusters Score -369292.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -369297.531250 Penalty: 3968.672119
	Iteration 28Q: 3 clusters Score -369297.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -369302.343750 Penalty: 3968.672119
	Iteration 29Q: 3 clusters Score -369302.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -369307.937500 Penalty: 3968.672119
	Iteration 30Q: 3 clusters Score -369307.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -369313.281250 Penalty: 3968.672119
	Iteration 31Q: 3 clusters Score -369313.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -369319.468750 Penalty: 3968.672119
	Iteration 32Q: 3 clusters Score -369319.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -369324.468750 Penalty: 3968.672119
	Iteration 33Q: 3 clusters Score -369324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -369326.093750 Penalty: 3968.672119
	Iteration 34Q: 3 clusters Score -369326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -369328.406250 Penalty: 3968.672119
	Iteration 35Q: 3 clusters Score -369328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -369328.406250 Penalty: 3968.672119
	Iteration 36F: 3 clusters Score -369328.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Entering Unmasked Estep 
Score: -937189.562500 Penalty: 2221.813721
	Iteration 0F: 2 clusters Score -937189.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -930919.375000 Penalty: 4443.627441
	Iteration 0F: 3 clusters Score -930919.4 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -932643.562500 Penalty: 4443.627441
	Iteration 1F: 3 clusters Score -932643.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -932906.437500 Penalty: 4443.627441
	Iteration 2F: 3 clusters Score -932906.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -933101.750000 Penalty: 4443.627441
	Iteration 3F: 3 clusters Score -933101.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -933263.187500 Penalty: 4443.627441
	Iteration 4Q: 3 clusters Score -933263.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -933415.375000 Penalty: 4443.627441
	Iteration 5Q: 3 clusters Score -933415.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -933569.937500 Penalty: 4443.627441
	Iteration 6Q: 3 clusters Score -933569.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -933726.125000 Penalty: 4443.627441
	Iteration 7Q: 3 clusters Score -933726.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -933872.562500 Penalty: 4443.627441
	Iteration 8Q: 3 clusters Score -933872.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -934022.062500 Penalty: 4443.627441
	Iteration 9Q: 3 clusters Score -934022.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -934172.812500 Penalty: 4443.627441
	Iteration 10Q: 3 clusters Score -934172.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -934333.062500 Penalty: 4443.627441
	Iteration 11Q: 3 clusters Score -934333.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -934501.375000 Penalty: 4443.627441
	Iteration 12Q: 3 clusters Score -934501.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -934663.437500 Penalty: 4443.627441
	Iteration 13Q: 3 clusters Score -934663.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -934804.125000 Penalty: 4443.627441
	Iteration 14Q: 3 clusters Score -934804.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -934935.125000 Penalty: 4443.627441
	Iteration 15Q: 3 clusters Score -934935.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -935009.312500 Penalty: 4443.627441
	Iteration 16Q: 3 clusters Score -935009.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -935062.125000 Penalty: 4443.627441
	Iteration 17Q: 3 clusters Score -935062.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -935103.687500 Penalty: 4443.627441
	Iteration 18Q: 3 clusters Score -935103.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -935135.437500 Penalty: 4443.627441
	Iteration 19Q: 3 clusters Score -935135.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -935162.812500 Penalty: 4443.627441
	Iteration 20F: 3 clusters Score -935162.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -935186.187500 Penalty: 4443.627441
	Iteration 21Q: 3 clusters Score -935186.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -935202.062500 Penalty: 4443.627441
	Iteration 22Q: 3 clusters Score -935202.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -935216.687500 Penalty: 4443.627441
	Iteration 23Q: 3 clusters Score -935216.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -935234.562500 Penalty: 4443.627441
	Iteration 24Q: 3 clusters Score -935234.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -935249.375000 Penalty: 4443.627441
	Iteration 25Q: 3 clusters Score -935249.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -935262.000000 Penalty: 4443.627441
	Iteration 26Q: 3 clusters Score -935262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -935273.625000 Penalty: 4443.627441
	Iteration 27Q: 3 clusters Score -935273.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -935291.875000 Penalty: 4443.627441
	Iteration 28Q: 3 clusters Score -935291.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -935301.375000 Penalty: 4443.627441
	Iteration 29Q: 3 clusters Score -935301.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -935304.875000 Penalty: 4443.627441
	Iteration 30Q: 3 clusters Score -935304.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -935314.875000 Penalty: 4443.627441
	Iteration 31Q: 3 clusters Score -935314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -935319.437500 Penalty: 4443.627441
	Iteration 32Q: 3 clusters Score -935319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -935321.312500 Penalty: 4443.627441
	Iteration 33Q: 3 clusters Score -935321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -935321.312500 Penalty: 4443.627441
	Iteration 34F: 3 clusters Score -935321.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Entering Unmasked Estep 
Score: -3138595.500000 Penalty: 2512.759766
	Iteration 0F: 2 clusters Score -3138596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3121281.250000 Penalty: 5025.519531
	Iteration 0F: 3 clusters Score -3121281 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3127418.000000 Penalty: 5025.519531
	Iteration 1F: 3 clusters Score -3127418 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3128188.250000 Penalty: 5025.519531
	Iteration 2F: 3 clusters Score -3128188 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3129246.250000 Penalty: 5025.519531
	Iteration 3F: 3 clusters Score -3129246 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3130418.500000 Penalty: 5025.519531
	Iteration 4F: 3 clusters Score -3130418 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3131716.500000 Penalty: 5025.519531
	Iteration 5F: 3 clusters Score -3131716 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3133052.500000 Penalty: 5025.519531
	Iteration 6F: 3 clusters Score -3133052 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3134249.000000 Penalty: 5025.519531
	Iteration 7F: 3 clusters Score -3134249 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3135167.500000 Penalty: 5025.519531
	Iteration 8F: 3 clusters Score -3135168 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3135895.000000 Penalty: 5025.519531
	Iteration 9Q: 3 clusters Score -3135895 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3136475.000000 Penalty: 5025.519531
	Iteration 10Q: 3 clusters Score -3136475 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3136933.750000 Penalty: 5025.519531
	Iteration 11Q: 3 clusters Score -3136934 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3137284.750000 Penalty: 5025.519531
	Iteration 12Q: 3 clusters Score -3137285 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3137562.250000 Penalty: 5025.519531
	Iteration 13Q: 3 clusters Score -3137562 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3137774.000000 Penalty: 5025.519531
	Iteration 14Q: 3 clusters Score -3137774 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3137946.250000 Penalty: 5025.519531
	Iteration 15Q: 3 clusters Score -3137946 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3138104.000000 Penalty: 5025.519531
	Iteration 16Q: 3 clusters Score -3138104 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3138225.250000 Penalty: 5025.519531
	Iteration 17Q: 3 clusters Score -3138225 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3138317.250000 Penalty: 5025.519531
	Iteration 18Q: 3 clusters Score -3138317 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3138379.000000 Penalty: 5025.519531
	Iteration 19Q: 3 clusters Score -3138379 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3138433.250000 Penalty: 5025.519531
	Iteration 20F: 3 clusters Score -3138433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3138462.750000 Penalty: 5025.519531
	Iteration 21Q: 3 clusters Score -3138463 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3138484.250000 Penalty: 5025.519531
	Iteration 22Q: 3 clusters Score -3138484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3138510.750000 Penalty: 5025.519531
	Iteration 23Q: 3 clusters Score -3138511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3138537.500000 Penalty: 5025.519531
	Iteration 24Q: 3 clusters Score -3138538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3138553.750000 Penalty: 5025.519531
	Iteration 25Q: 3 clusters Score -3138554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3138575.750000 Penalty: 5025.519531
	Iteration 26Q: 3 clusters Score -3138576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3138598.000000 Penalty: 5025.519531
	Iteration 27Q: 3 clusters Score -3138598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3138621.250000 Penalty: 5025.519531
	Iteration 28Q: 3 clusters Score -3138621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3138645.500000 Penalty: 5025.519531
	Iteration 29Q: 3 clusters Score -3138646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3138661.250000 Penalty: 5025.519531
	Iteration 30Q: 3 clusters Score -3138661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3138667.250000 Penalty: 5025.519531
	Iteration 31Q: 3 clusters Score -3138667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3138681.250000 Penalty: 5025.519531
	Iteration 32Q: 3 clusters Score -3138681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3138703.000000 Penalty: 5025.519531
	Iteration 33Q: 3 clusters Score -3138703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3138719.750000 Penalty: 5025.519531
	Iteration 34Q: 3 clusters Score -3138720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3138743.750000 Penalty: 5025.519531
	Iteration 35Q: 3 clusters Score -3138744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3138752.500000 Penalty: 5025.519531
	Iteration 36Q: 3 clusters Score -3138752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3138751.750000 Penalty: 5025.519531
	Iteration 37Q: 3 clusters Score -3138752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3138754.000000 Penalty: 5025.519531
	Iteration 38Q: 3 clusters Score -3138754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3138755.250000 Penalty: 5025.519531
	Iteration 39Q: 3 clusters Score -3138755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3138750.750000 Penalty: 5025.519531
	Iteration 40F: 3 clusters Score -3138751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3138762.750000 Penalty: 5025.519531
	Iteration 41Q: 3 clusters Score -3138763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3138762.750000 Penalty: 5025.519531
	Iteration 42F: 3 clusters Score -3138763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72586 members 
Mstep: Class 12 contains 155122 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 23602 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56575 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25685 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33327 members 
Mstep: Class 33 contains 1535 members 
Entering Unmasked Estep 
Score: -77990376.000000 Penalty: 109260.546875
Splitting cluster 17 changes total score from -77990976.000000 to -77990376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -71006.187500 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -71006.19 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 321 members 
Entering Unmasked Estep 
Score: -69421.289062 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -69421.29 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69887.375000 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -69887.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70165.601562 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -70165.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70365.125000 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -70365.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70567.132812 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -70567.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70715.007812 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -70715.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70872.234375 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -70872.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71130.015625 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -71130.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71178.320312 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -71178.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71205.257812 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -71205.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71205.257812 Penalty: 3217.135742
	Iteration 10F: 3 clusters Score -71205.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 9636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 31741 members 
Mstep: Class 11 contains 72586 members 
Mstep: Class 12 contains 155122 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 56575 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 25685 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 353 members 
Mstep: Class 32 contains 33327 members 
Mstep: Class 33 contains 276 members 
Entering Unmasked Estep 
Score: -77989496.000000 Penalty: 109260.546875
Splitting cluster 18 changes total score from -77990976.000000 to -77989496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -652396.500000 Penalty: 2116.688232
	Iteration 0F: 2 clusters Score -652396.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -647957.062500 Penalty: 4233.376465
	Iteration 0F: 3 clusters Score -647957.1 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -649237.000000 Penalty: 4233.376465
	Iteration 1F: 3 clusters Score -649237 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -649597.937500 Penalty: 4233.376465
	Iteration 2F: 3 clusters Score -649597.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -649919.062500 Penalty: 4233.376465
	Iteration 3F: 3 clusters Score -649919.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -650251.562500 Penalty: 4233.376465
	Iteration 4F: 3 clusters Score -650251.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -650534.687500 Penalty: 4233.376465
	Iteration 5F: 3 clusters Score -650534.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -650749.750000 Penalty: 4233.376465
	Iteration 6F: 3 clusters Score -650749.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -650881.125000 Penalty: 4233.376465
	Iteration 7Q: 3 clusters Score -650881.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -650971.000000 Penalty: 4233.376465
	Iteration 8Q: 3 clusters Score -650971 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -651042.625000 Penalty: 4233.376465
	Iteration 9Q: 3 clusters Score -651042.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -651084.125000 Penalty: 4233.376465
	Iteration 10Q: 3 clusters Score -651084.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -651120.437500 Penalty: 4233.376465
	Iteration 11Q: 3 clusters Score -651120.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -651144.000000 Penalty: 4233.376465
	Iteration 12Q: 3 clusters Score -651144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -651161.562500 Penalty: 4233.376465
	Iteration 13Q: 3 clusters Score -651161.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -651171.250000 Penalty: 4233.376465
	Iteration 14Q: 3 clusters Score -651171.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -651179.062500 Penalty: 4233.376465
	Iteration 15Q: 3 clusters Score -651179.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -651188.125000 Penalty: 4233.376465
	Iteration 16Q: 3 clusters Score -651188.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -651190.000000 Penalty: 4233.376465
	Iteration 17Q: 3 clusters Score -651190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -651193.750000 Penalty: 4233.376465
	Iteration 18Q: 3 clusters Score -651193.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -651197.625000 Penalty: 4233.376465
	Iteration 19Q: 3 clusters Score -651197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -651198.187500 Penalty: 4233.376465
	Iteration 20F: 3 clusters Score -651198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -651204.125000 Penalty: 4233.376465
	Iteration 21Q: 3 clusters Score -651204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -651207.312500 Penalty: 4233.376465
	Iteration 22Q: 3 clusters Score -651207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -651207.250000 Penalty: 4233.376465
	Iteration 23Q: 3 clusters Score -651207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -651207.250000 Penalty: 4233.376465
	Iteration 24F: 3 clusters Score -651207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -329356.312500 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -329356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -326224.562500 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -326224.6 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -326987.812500 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -326987.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -327238.656250 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -327238.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -327392.937500 Penalty: 3946.412354
	Iteration 3F: 3 clusters Score -327392.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -327531.968750 Penalty: 3946.412354
	Iteration 4Q: 3 clusters Score -327532 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -327655.843750 Penalty: 3946.412354
	Iteration 5Q: 3 clusters Score -327655.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -327741.593750 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -327741.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -327807.875000 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -327807.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -327869.562500 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -327869.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -327924.218750 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -327924.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -327953.593750 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -327953.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -327978.250000 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -327978.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -328001.625000 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -328001.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -328032.218750 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -328032.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -328055.937500 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -328055.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -328082.187500 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -328082.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -328101.968750 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -328102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -328123.531250 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -328123.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -328149.031250 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -328149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -328176.156250 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -328176.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -328206.687500 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -328206.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -328245.500000 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -328245.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -328269.250000 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -328269.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -328287.312500 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -328287.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -328297.406250 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -328297.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -328310.843750 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -328310.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -328325.468750 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -328325.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -328340.500000 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -328340.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -328352.062500 Penalty: 3946.412354
	Iteration 28Q: 3 clusters Score -328352.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -328358.312500 Penalty: 3946.412354
	Iteration 29Q: 3 clusters Score -328358.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -328361.500000 Penalty: 3946.412354
	Iteration 30Q: 3 clusters Score -328361.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -328366.187500 Penalty: 3946.412354
	Iteration 31Q: 3 clusters Score -328366.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -328372.937500 Penalty: 3946.412354
	Iteration 32Q: 3 clusters Score -328372.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -328374.718750 Penalty: 3946.412354
	Iteration 33Q: 3 clusters Score -328374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -328377.250000 Penalty: 3946.412354
	Iteration 34Q: 3 clusters Score -328377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -328379.750000 Penalty: 3946.412354
	Iteration 35Q: 3 clusters Score -328379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -328380.937500 Penalty: 3946.412354
	Iteration 36Q: 3 clusters Score -328380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -328382.218750 Penalty: 3946.412354
	Iteration 37Q: 3 clusters Score -328382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -328382.937500 Penalty: 3946.412354
	Iteration 38Q: 3 clusters Score -328382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -328390.312500 Penalty: 3946.412354
	Iteration 39Q: 3 clusters Score -328390.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -328395.218750 Penalty: 3946.412354
	Iteration 40F: 3 clusters Score -328395.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -328400.531250 Penalty: 3946.412354
	Iteration 41Q: 3 clusters Score -328400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -328406.562500 Penalty: 3946.412354
	Iteration 42Q: 3 clusters Score -328406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -328412.062500 Penalty: 3946.412354
	Iteration 43Q: 3 clusters Score -328412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -328417.562500 Penalty: 3946.412354
	Iteration 44Q: 3 clusters Score -328417.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -328425.093750 Penalty: 3946.412354
	Iteration 45Q: 3 clusters Score -328425.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -328433.468750 Penalty: 3946.412354
	Iteration 46Q: 3 clusters Score -328433.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -328444.968750 Penalty: 3946.412354
	Iteration 47Q: 3 clusters Score -328445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -328457.468750 Penalty: 3946.412354
	Iteration 48Q: 3 clusters Score -328457.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -328464.500000 Penalty: 3946.412354
	Iteration 49Q: 3 clusters Score -328464.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -328479.656250 Penalty: 3946.412354
	Iteration 50Q: 3 clusters Score -328479.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -328495.281250 Penalty: 3946.412354
	Iteration 51Q: 3 clusters Score -328495.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -328504.406250 Penalty: 3946.412354
	Iteration 52Q: 3 clusters Score -328504.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -328510.781250 Penalty: 3946.412354
	Iteration 53Q: 3 clusters Score -328510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -328514.656250 Penalty: 3946.412354
	Iteration 54Q: 3 clusters Score -328514.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -328518.875000 Penalty: 3946.412354
	Iteration 55Q: 3 clusters Score -328518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -328520.000000 Penalty: 3946.412354
	Iteration 56Q: 3 clusters Score -328520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -328524.781250 Penalty: 3946.412354
	Iteration 57Q: 3 clusters Score -328524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -328527.625000 Penalty: 3946.412354
	Iteration 58Q: 3 clusters Score -328527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -328529.593750 Penalty: 3946.412354
	Iteration 59Q: 3 clusters Score -328529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -328531.218750 Penalty: 3946.412354
	Iteration 60F: 3 clusters Score -328531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -328531.781250 Penalty: 3946.412354
	Iteration 61Q: 3 clusters Score -328531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -328531.781250 Penalty: 3946.412354
	Iteration 62F: 3 clusters Score -328531.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Entering Unmasked Estep 
Score: -2376972.000000 Penalty: 2437.666992
	Iteration 0F: 2 clusters Score -2376972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2363698.750000 Penalty: 4875.333984
	Iteration 0F: 3 clusters Score -2363699 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2368175.500000 Penalty: 4875.333984
	Iteration 1F: 3 clusters Score -2368176 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2368603.500000 Penalty: 4875.333984
	Iteration 2F: 3 clusters Score -2368604 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2368971.750000 Penalty: 4875.333984
	Iteration 3Q: 3 clusters Score -2368972 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2369318.000000 Penalty: 4875.333984
	Iteration 4Q: 3 clusters Score -2369318 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2369686.000000 Penalty: 4875.333984
	Iteration 5Q: 3 clusters Score -2369686 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2370110.000000 Penalty: 4875.333984
	Iteration 6Q: 3 clusters Score -2370110 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2370586.250000 Penalty: 4875.333984
	Iteration 7Q: 3 clusters Score -2370586 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2371133.000000 Penalty: 4875.333984
	Iteration 8Q: 3 clusters Score -2371133 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2371692.000000 Penalty: 4875.333984
	Iteration 9Q: 3 clusters Score -2371692 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2372245.250000 Penalty: 4875.333984
	Iteration 10Q: 3 clusters Score -2372245 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2372801.000000 Penalty: 4875.333984
	Iteration 11Q: 3 clusters Score -2372801 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2373271.250000 Penalty: 4875.333984
	Iteration 12Q: 3 clusters Score -2373271 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2373646.500000 Penalty: 4875.333984
	Iteration 13Q: 3 clusters Score -2373646 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2373969.750000 Penalty: 4875.333984
	Iteration 14Q: 3 clusters Score -2373970 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2374244.000000 Penalty: 4875.333984
	Iteration 15Q: 3 clusters Score -2374244 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2374535.000000 Penalty: 4875.333984
	Iteration 16Q: 3 clusters Score -2374535 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2374797.000000 Penalty: 4875.333984
	Iteration 17Q: 3 clusters Score -2374797 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2374974.750000 Penalty: 4875.333984
	Iteration 18Q: 3 clusters Score -2374975 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2375091.750000 Penalty: 4875.333984
	Iteration 19Q: 3 clusters Score -2375092 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2375159.250000 Penalty: 4875.333984
	Iteration 20F: 3 clusters Score -2375159 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2375214.000000 Penalty: 4875.333984
	Iteration 21Q: 3 clusters Score -2375214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2375246.500000 Penalty: 4875.333984
	Iteration 22Q: 3 clusters Score -2375246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2375273.500000 Penalty: 4875.333984
	Iteration 23Q: 3 clusters Score -2375274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2375290.000000 Penalty: 4875.333984
	Iteration 24Q: 3 clusters Score -2375290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2375314.500000 Penalty: 4875.333984
	Iteration 25Q: 3 clusters Score -2375314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2375322.500000 Penalty: 4875.333984
	Iteration 26Q: 3 clusters Score -2375322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2375330.000000 Penalty: 4875.333984
	Iteration 27Q: 3 clusters Score -2375330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2375332.000000 Penalty: 4875.333984
	Iteration 28Q: 3 clusters Score -2375332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2375338.750000 Penalty: 4875.333984
	Iteration 29Q: 3 clusters Score -2375339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2375345.250000 Penalty: 4875.333984
	Iteration 30Q: 3 clusters Score -2375345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2375353.000000 Penalty: 4875.333984
	Iteration 31Q: 3 clusters Score -2375353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2375357.500000 Penalty: 4875.333984
	Iteration 32Q: 3 clusters Score -2375358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2375364.000000 Penalty: 4875.333984
	Iteration 33Q: 3 clusters Score -2375364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2375366.000000 Penalty: 4875.333984
	Iteration 34Q: 3 clusters Score -2375366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2375366.500000 Penalty: 4875.333984
	Iteration 35Q: 3 clusters Score -2375366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2375367.250000 Penalty: 4875.333984
	Iteration 36Q: 3 clusters Score -2375367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2375369.750000 Penalty: 4875.333984
	Iteration 37Q: 3 clusters Score -2375370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2375369.250000 Penalty: 4875.333984
	Iteration 38Q: 3 clusters Score -2375369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2375369.750000 Penalty: 4875.333984
	Iteration 39Q: 3 clusters Score -2375370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2375369.750000 Penalty: 4875.333984
	Iteration 40F: 3 clusters Score -2375370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2375371.250000 Penalty: 4875.333984
	Iteration 41Q: 3 clusters Score -2375371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2375370.500000 Penalty: 4875.333984
	Iteration 42Q: 3 clusters Score -2375370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2375371.750000 Penalty: 4875.333984
	Iteration 43Q: 3 clusters Score -2375372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2375371.000000 Penalty: 4875.333984
	Iteration 44Q: 3 clusters Score -2375371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2375368.250000 Penalty: 4875.333984
	Iteration 45Q: 3 clusters Score -2375368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2375365.000000 Penalty: 4875.333984
	Iteration 46Q: 3 clusters Score -2375365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2375368.500000 Penalty: 4875.333984
	Iteration 47Q: 3 clusters Score -2375368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2375368.500000 Penalty: 4875.333984
	Iteration 48F: 3 clusters Score -2375368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Entering Unmasked Estep 
Score: -2407453.250000 Penalty: 2441.891113
	Iteration 0F: 2 clusters Score -2407453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2394117.500000 Penalty: 4883.782227
	Iteration 0F: 3 clusters Score -2394118 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2398522.250000 Penalty: 4883.782227
	Iteration 1F: 3 clusters Score -2398522 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2398931.250000 Penalty: 4883.782227
	Iteration 2F: 3 clusters Score -2398931 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2399267.750000 Penalty: 4883.782227
	Iteration 3Q: 3 clusters Score -2399268 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2399511.750000 Penalty: 4883.782227
	Iteration 4Q: 3 clusters Score -2399512 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2399729.250000 Penalty: 4883.782227
	Iteration 5Q: 3 clusters Score -2399729 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2399922.000000 Penalty: 4883.782227
	Iteration 6Q: 3 clusters Score -2399922 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2400100.500000 Penalty: 4883.782227
	Iteration 7Q: 3 clusters Score -2400100 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2400265.000000 Penalty: 4883.782227
	Iteration 8Q: 3 clusters Score -2400265 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2400461.250000 Penalty: 4883.782227
	Iteration 9Q: 3 clusters Score -2400461 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2400691.250000 Penalty: 4883.782227
	Iteration 10Q: 3 clusters Score -2400691 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2400976.500000 Penalty: 4883.782227
	Iteration 11Q: 3 clusters Score -2400976 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2401331.500000 Penalty: 4883.782227
	Iteration 12Q: 3 clusters Score -2401332 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2401750.500000 Penalty: 4883.782227
	Iteration 13Q: 3 clusters Score -2401750 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2402199.500000 Penalty: 4883.782227
	Iteration 14Q: 3 clusters Score -2402200 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2402664.000000 Penalty: 4883.782227
	Iteration 15Q: 3 clusters Score -2402664 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2403088.000000 Penalty: 4883.782227
	Iteration 16Q: 3 clusters Score -2403088 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2403460.250000 Penalty: 4883.782227
	Iteration 17Q: 3 clusters Score -2403460 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2403801.500000 Penalty: 4883.782227
	Iteration 18Q: 3 clusters Score -2403802 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2404092.000000 Penalty: 4883.782227
	Iteration 19Q: 3 clusters Score -2404092 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2404317.750000 Penalty: 4883.782227
	Iteration 20F: 3 clusters Score -2404318 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2404500.000000 Penalty: 4883.782227
	Iteration 21Q: 3 clusters Score -2404500 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2404660.750000 Penalty: 4883.782227
	Iteration 22Q: 3 clusters Score -2404661 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2404787.500000 Penalty: 4883.782227
	Iteration 23Q: 3 clusters Score -2404788 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2404909.000000 Penalty: 4883.782227
	Iteration 24Q: 3 clusters Score -2404909 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2405017.750000 Penalty: 4883.782227
	Iteration 25Q: 3 clusters Score -2405018 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2405094.750000 Penalty: 4883.782227
	Iteration 26Q: 3 clusters Score -2405095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2405154.000000 Penalty: 4883.782227
	Iteration 27Q: 3 clusters Score -2405154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2405194.750000 Penalty: 4883.782227
	Iteration 28Q: 3 clusters Score -2405195 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2405229.000000 Penalty: 4883.782227
	Iteration 29Q: 3 clusters Score -2405229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2405260.500000 Penalty: 4883.782227
	Iteration 30Q: 3 clusters Score -2405260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2405283.000000 Penalty: 4883.782227
	Iteration 31Q: 3 clusters Score -2405283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2405302.500000 Penalty: 4883.782227
	Iteration 32Q: 3 clusters Score -2405302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2405321.500000 Penalty: 4883.782227
	Iteration 33Q: 3 clusters Score -2405322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2405330.750000 Penalty: 4883.782227
	Iteration 34Q: 3 clusters Score -2405331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2405338.750000 Penalty: 4883.782227
	Iteration 35Q: 3 clusters Score -2405339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2405348.000000 Penalty: 4883.782227
	Iteration 36Q: 3 clusters Score -2405348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2405358.250000 Penalty: 4883.782227
	Iteration 37Q: 3 clusters Score -2405358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2405368.250000 Penalty: 4883.782227
	Iteration 38Q: 3 clusters Score -2405368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2405386.250000 Penalty: 4883.782227
	Iteration 39Q: 3 clusters Score -2405386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2405393.250000 Penalty: 4883.782227
	Iteration 40F: 3 clusters Score -2405393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2405402.250000 Penalty: 4883.782227
	Iteration 41Q: 3 clusters Score -2405402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2405409.250000 Penalty: 4883.782227
	Iteration 42Q: 3 clusters Score -2405409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2405410.750000 Penalty: 4883.782227
	Iteration 43Q: 3 clusters Score -2405411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2405412.750000 Penalty: 4883.782227
	Iteration 44Q: 3 clusters Score -2405413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2405414.500000 Penalty: 4883.782227
	Iteration 45Q: 3 clusters Score -2405414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2405414.500000 Penalty: 4883.782227
	Iteration 46F: 3 clusters Score -2405414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Entering Unmasked Estep 
Score: -352925.062500 Penalty: 1973.032349
	Iteration 0F: 2 clusters Score -352925.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -349794.843750 Penalty: 3946.064697
	Iteration 0F: 3 clusters Score -349794.8 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -350429.437500 Penalty: 3946.064697
	Iteration 1F: 3 clusters Score -350429.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -350575.593750 Penalty: 3946.064697
	Iteration 2F: 3 clusters Score -350575.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -350666.625000 Penalty: 3946.064697
	Iteration 3Q: 3 clusters Score -350666.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -350720.625000 Penalty: 3946.064697
	Iteration 4Q: 3 clusters Score -350720.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -350759.468750 Penalty: 3946.064697
	Iteration 5Q: 3 clusters Score -350759.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -350785.281250 Penalty: 3946.064697
	Iteration 6Q: 3 clusters Score -350785.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -350797.343750 Penalty: 3946.064697
	Iteration 7Q: 3 clusters Score -350797.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -350803.000000 Penalty: 3946.064697
	Iteration 8Q: 3 clusters Score -350803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -350810.968750 Penalty: 3946.064697
	Iteration 9Q: 3 clusters Score -350811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -350820.750000 Penalty: 3946.064697
	Iteration 10Q: 3 clusters Score -350820.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -350829.687500 Penalty: 3946.064697
	Iteration 11Q: 3 clusters Score -350829.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -350835.750000 Penalty: 3946.064697
	Iteration 12Q: 3 clusters Score -350835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -350838.406250 Penalty: 3946.064697
	Iteration 13Q: 3 clusters Score -350838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -350840.281250 Penalty: 3946.064697
	Iteration 14Q: 3 clusters Score -350840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -350842.187500 Penalty: 3946.064697
	Iteration 15Q: 3 clusters Score -350842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -350845.468750 Penalty: 3946.064697
	Iteration 16Q: 3 clusters Score -350845.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -350849.875000 Penalty: 3946.064697
	Iteration 17Q: 3 clusters Score -350849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -350853.562500 Penalty: 3946.064697
	Iteration 18Q: 3 clusters Score -350853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -350853.812500 Penalty: 3946.064697
	Iteration 19Q: 3 clusters Score -350853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -350854.250000 Penalty: 3946.064697
	Iteration 20F: 3 clusters Score -350854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -350856.125000 Penalty: 3946.064697
	Iteration 21Q: 3 clusters Score -350856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -350856.625000 Penalty: 3946.064697
	Iteration 22Q: 3 clusters Score -350856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -350859.281250 Penalty: 3946.064697
	Iteration 23Q: 3 clusters Score -350859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -350860.593750 Penalty: 3946.064697
	Iteration 24Q: 3 clusters Score -350860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -350862.718750 Penalty: 3946.064697
	Iteration 25Q: 3 clusters Score -350862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -350863.437500 Penalty: 3946.064697
	Iteration 26Q: 3 clusters Score -350863.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -350863.625000 Penalty: 3946.064697
	Iteration 27Q: 3 clusters Score -350863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -350864.343750 Penalty: 3946.064697
	Iteration 28Q: 3 clusters Score -350864.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -350865.718750 Penalty: 3946.064697
	Iteration 29Q: 3 clusters Score -350865.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -350867.031250 Penalty: 3946.064697
	Iteration 30Q: 3 clusters Score -350867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -350868.250000 Penalty: 3946.064697
	Iteration 31Q: 3 clusters Score -350868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -350868.218750 Penalty: 3946.064697
	Iteration 32Q: 3 clusters Score -350868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -350868.843750 Penalty: 3946.064697
	Iteration 33Q: 3 clusters Score -350868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -350869.093750 Penalty: 3946.064697
	Iteration 34Q: 3 clusters Score -350869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -350870.000000 Penalty: 3946.064697
	Iteration 35Q: 3 clusters Score -350870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -350870.031250 Penalty: 3946.064697
	Iteration 36Q: 3 clusters Score -350870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -350871.906250 Penalty: 3946.064697
	Iteration 37Q: 3 clusters Score -350871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -350875.468750 Penalty: 3946.064697
	Iteration 38Q: 3 clusters Score -350875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -350877.375000 Penalty: 3946.064697
	Iteration 39Q: 3 clusters Score -350877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -350877.312500 Penalty: 3946.064697
	Iteration 40F: 3 clusters Score -350877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Entering Unmasked Estep 
Score: -7240633.000000 Penalty: 2713.943848
	Iteration 0F: 2 clusters Score -7240633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -7202705.500000 Penalty: 5427.887695
	Iteration 0F: 3 clusters Score -7202706 nChanged 26301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -7217330.000000 Penalty: 5427.887695
	Iteration 1F: 3 clusters Score -7217330 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -7218048.500000 Penalty: 5427.887695
	Iteration 2Q: 3 clusters Score -7218048 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -7218937.000000 Penalty: 5427.887695
	Iteration 3Q: 3 clusters Score -7218937 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -7220237.000000 Penalty: 5427.887695
	Iteration 4F: 3 clusters Score -7220237 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -7222027.500000 Penalty: 5427.887695
	Iteration 5F: 3 clusters Score -7222028 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -7224534.500000 Penalty: 5427.887695
	Iteration 6F: 3 clusters Score -7224534 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -7227489.500000 Penalty: 5427.887695
	Iteration 7F: 3 clusters Score -7227490 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -7230433.000000 Penalty: 5427.887695
	Iteration 8F: 3 clusters Score -7230433 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -7233089.500000 Penalty: 5427.887695
	Iteration 9F: 3 clusters Score -7233090 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -7235233.500000 Penalty: 5427.887695
	Iteration 10Q: 3 clusters Score -7235234 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -7236703.000000 Penalty: 5427.887695
	Iteration 11Q: 3 clusters Score -7236703 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -7237622.500000 Penalty: 5427.887695
	Iteration 12Q: 3 clusters Score -7237622 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -7238071.000000 Penalty: 5427.887695
	Iteration 13Q: 3 clusters Score -7238071 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -7238332.000000 Penalty: 5427.887695
	Iteration 14Q: 3 clusters Score -7238332 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -7238487.500000 Penalty: 5427.887695
	Iteration 15Q: 3 clusters Score -7238488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -7238602.500000 Penalty: 5427.887695
	Iteration 16Q: 3 clusters Score -7238602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -7238722.000000 Penalty: 5427.887695
	Iteration 17Q: 3 clusters Score -7238722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -7238770.500000 Penalty: 5427.887695
	Iteration 18Q: 3 clusters Score -7238770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -7238795.500000 Penalty: 5427.887695
	Iteration 19Q: 3 clusters Score -7238796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -7238811.500000 Penalty: 5427.887695
	Iteration 20F: 3 clusters Score -7238812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -7238811.500000 Penalty: 5427.887695
	Iteration 21Q: 3 clusters Score -7238812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -7238835.000000 Penalty: 5427.887695
	Iteration 22Q: 3 clusters Score -7238835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -7238837.500000 Penalty: 5427.887695
	Iteration 23Q: 3 clusters Score -7238838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -7238851.000000 Penalty: 5427.887695
	Iteration 24Q: 3 clusters Score -7238851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -7238858.000000 Penalty: 5427.887695
	Iteration 25Q: 3 clusters Score -7238858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -7238858.000000 Penalty: 5427.887695
	Iteration 26Q: 3 clusters Score -7238858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -7238868.000000 Penalty: 5427.887695
	Iteration 27Q: 3 clusters Score -7238868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -7238874.500000 Penalty: 5427.887695
	Iteration 28Q: 3 clusters Score -7238874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -7238868.500000 Penalty: 5427.887695
	Iteration 29Q: 3 clusters Score -7238868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -7238872.000000 Penalty: 5427.887695
	Iteration 30Q: 3 clusters Score -7238872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -7238871.500000 Penalty: 5427.887695
	Iteration 31Q: 3 clusters Score -7238872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -7238873.000000 Penalty: 5427.887695
	Iteration 32Q: 3 clusters Score -7238873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -7238873.000000 Penalty: 5427.887695
	Iteration 33F: 3 clusters Score -7238873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -118451.078125 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -118451.1 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 488 members 
Entering Unmasked Estep 
Score: -116524.398438 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -116524.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116863.796875 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -116863.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116973.476562 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -116973.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117064.890625 Penalty: 3411.138916
	Iteration 3F: 3 clusters Score -117064.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117111.796875 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -117111.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117138.625000 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -117138.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117165.625000 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -117165.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117191.515625 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -117191.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117212.109375 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -117212.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117234.507812 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -117234.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117250.500000 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -117250.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117270.843750 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -117270.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117290.421875 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -117290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -117296.617188 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -117296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117308.093750 Penalty: 3411.138916
	Iteration 14Q: 3 clusters Score -117308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -117313.187500 Penalty: 3411.138916
	Iteration 15Q: 3 clusters Score -117313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117315.562500 Penalty: 3411.138916
	Iteration 16Q: 3 clusters Score -117315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117315.562500 Penalty: 3411.138916
	Iteration 17F: 3 clusters Score -117315.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -266199.968750 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -266200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -263541.343750 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -263541.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -264024.531250 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -264024.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -264184.906250 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -264184.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -264261.687500 Penalty: 3782.537109
	Iteration 3Q: 3 clusters Score -264261.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -264309.625000 Penalty: 3782.537109
	Iteration 4Q: 3 clusters Score -264309.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -264342.218750 Penalty: 3782.537109
	Iteration 5Q: 3 clusters Score -264342.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -264375.875000 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -264375.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -264413.250000 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -264413.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -264441.343750 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -264441.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -264467.937500 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -264467.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -264488.312500 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -264488.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -264500.250000 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -264500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -264506.750000 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -264506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -264515.500000 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -264515.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -264519.437500 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -264519.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -264524.031250 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -264524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -264525.937500 Penalty: 3782.537109
	Iteration 16Q: 3 clusters Score -264525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -264530.468750 Penalty: 3782.537109
	Iteration 17Q: 3 clusters Score -264530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -264534.250000 Penalty: 3782.537109
	Iteration 18Q: 3 clusters Score -264534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -264539.156250 Penalty: 3782.537109
	Iteration 19Q: 3 clusters Score -264539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -264542.093750 Penalty: 3782.537109
	Iteration 20F: 3 clusters Score -264542.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -264544.312500 Penalty: 3782.537109
	Iteration 21Q: 3 clusters Score -264544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -264548.625000 Penalty: 3782.537109
	Iteration 22Q: 3 clusters Score -264548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -264549.750000 Penalty: 3782.537109
	Iteration 23Q: 3 clusters Score -264549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -264553.125000 Penalty: 3782.537109
	Iteration 24Q: 3 clusters Score -264553.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -264558.687500 Penalty: 3782.537109
	Iteration 25Q: 3 clusters Score -264558.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -264563.125000 Penalty: 3782.537109
	Iteration 26Q: 3 clusters Score -264563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -264566.125000 Penalty: 3782.537109
	Iteration 27Q: 3 clusters Score -264566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -264566.437500 Penalty: 3782.537109
	Iteration 28Q: 3 clusters Score -264566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -264567.281250 Penalty: 3782.537109
	Iteration 29Q: 3 clusters Score -264567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -264568.500000 Penalty: 3782.537109
	Iteration 30Q: 3 clusters Score -264568.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -264569.437500 Penalty: 3782.537109
	Iteration 31Q: 3 clusters Score -264569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -264569.718750 Penalty: 3782.537109
	Iteration 32Q: 3 clusters Score -264569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -264570.031250 Penalty: 3782.537109
	Iteration 33Q: 3 clusters Score -264570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -264571.687500 Penalty: 3782.537109
	Iteration 34Q: 3 clusters Score -264571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -264573.750000 Penalty: 3782.537109
	Iteration 35Q: 3 clusters Score -264573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -264576.468750 Penalty: 3782.537109
	Iteration 36Q: 3 clusters Score -264576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -264577.656250 Penalty: 3782.537109
	Iteration 37Q: 3 clusters Score -264577.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -264579.687500 Penalty: 3782.537109
	Iteration 38Q: 3 clusters Score -264579.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -264579.687500 Penalty: 3782.537109
	Iteration 39Q: 3 clusters Score -264579.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -264579.687500 Penalty: 3782.537109
	Iteration 40F: 3 clusters Score -264579.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Entering Unmasked Estep 
Score: -1192986.750000 Penalty: 2274.891602
	Iteration 0F: 2 clusters Score -1192987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1185526.875000 Penalty: 4549.783203
	Iteration 0F: 3 clusters Score -1185527 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1187670.375000 Penalty: 4549.783203
	Iteration 1F: 3 clusters Score -1187670 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1187951.250000 Penalty: 4549.783203
	Iteration 2F: 3 clusters Score -1187951 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1188153.500000 Penalty: 4549.783203
	Iteration 3Q: 3 clusters Score -1188154 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1188300.875000 Penalty: 4549.783203
	Iteration 4Q: 3 clusters Score -1188301 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1188423.875000 Penalty: 4549.783203
	Iteration 5Q: 3 clusters Score -1188424 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1188521.125000 Penalty: 4549.783203
	Iteration 6Q: 3 clusters Score -1188521 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1188616.625000 Penalty: 4549.783203
	Iteration 7Q: 3 clusters Score -1188617 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1188701.125000 Penalty: 4549.783203
	Iteration 8Q: 3 clusters Score -1188701 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1188774.125000 Penalty: 4549.783203
	Iteration 9Q: 3 clusters Score -1188774 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1188852.625000 Penalty: 4549.783203
	Iteration 10Q: 3 clusters Score -1188853 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1188935.000000 Penalty: 4549.783203
	Iteration 11Q: 3 clusters Score -1188935 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1189004.250000 Penalty: 4549.783203
	Iteration 12Q: 3 clusters Score -1189004 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1189084.125000 Penalty: 4549.783203
	Iteration 13Q: 3 clusters Score -1189084 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1189171.750000 Penalty: 4549.783203
	Iteration 14Q: 3 clusters Score -1189172 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1189260.125000 Penalty: 4549.783203
	Iteration 15Q: 3 clusters Score -1189260 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1189364.000000 Penalty: 4549.783203
	Iteration 16Q: 3 clusters Score -1189364 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1189472.250000 Penalty: 4549.783203
	Iteration 17Q: 3 clusters Score -1189472 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1189579.125000 Penalty: 4549.783203
	Iteration 18Q: 3 clusters Score -1189579 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1189690.625000 Penalty: 4549.783203
	Iteration 19Q: 3 clusters Score -1189691 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1189816.500000 Penalty: 4549.783203
	Iteration 20F: 3 clusters Score -1189816 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1189949.625000 Penalty: 4549.783203
	Iteration 21Q: 3 clusters Score -1189950 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1190101.250000 Penalty: 4549.783203
	Iteration 22Q: 3 clusters Score -1190101 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1190244.500000 Penalty: 4549.783203
	Iteration 23Q: 3 clusters Score -1190244 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1190372.250000 Penalty: 4549.783203
	Iteration 24Q: 3 clusters Score -1190372 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1190493.125000 Penalty: 4549.783203
	Iteration 25Q: 3 clusters Score -1190493 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1190597.625000 Penalty: 4549.783203
	Iteration 26Q: 3 clusters Score -1190598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1190693.750000 Penalty: 4549.783203
	Iteration 27Q: 3 clusters Score -1190694 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1190764.500000 Penalty: 4549.783203
	Iteration 28Q: 3 clusters Score -1190764 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1190823.375000 Penalty: 4549.783203
	Iteration 29Q: 3 clusters Score -1190823 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1190873.750000 Penalty: 4549.783203
	Iteration 30Q: 3 clusters Score -1190874 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1190919.875000 Penalty: 4549.783203
	Iteration 31Q: 3 clusters Score -1190920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1190970.875000 Penalty: 4549.783203
	Iteration 32Q: 3 clusters Score -1190971 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1191017.625000 Penalty: 4549.783203
	Iteration 33Q: 3 clusters Score -1191018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1191056.875000 Penalty: 4549.783203
	Iteration 34Q: 3 clusters Score -1191057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1191087.625000 Penalty: 4549.783203
	Iteration 35Q: 3 clusters Score -1191088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1191112.500000 Penalty: 4549.783203
	Iteration 36Q: 3 clusters Score -1191112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1191130.875000 Penalty: 4549.783203
	Iteration 37Q: 3 clusters Score -1191131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1191144.500000 Penalty: 4549.783203
	Iteration 38Q: 3 clusters Score -1191144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1191159.375000 Penalty: 4549.783203
	Iteration 39Q: 3 clusters Score -1191159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1191173.375000 Penalty: 4549.783203
	Iteration 40F: 3 clusters Score -1191173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1191186.125000 Penalty: 4549.783203
	Iteration 41Q: 3 clusters Score -1191186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1191189.000000 Penalty: 4549.783203
	Iteration 42Q: 3 clusters Score -1191189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1191194.375000 Penalty: 4549.783203
	Iteration 43Q: 3 clusters Score -1191194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1191197.375000 Penalty: 4549.783203
	Iteration 44Q: 3 clusters Score -1191197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1191198.750000 Penalty: 4549.783203
	Iteration 45Q: 3 clusters Score -1191199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1191203.375000 Penalty: 4549.783203
	Iteration 46Q: 3 clusters Score -1191203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1191204.000000 Penalty: 4549.783203
	Iteration 47Q: 3 clusters Score -1191204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1191205.000000 Penalty: 4549.783203
	Iteration 48Q: 3 clusters Score -1191205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1191205.000000 Penalty: 4549.783203
	Iteration 49F: 3 clusters Score -1191205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -42451.750000 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -42451.75 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: -41191.207031 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41191.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41342.003906 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41342 nChanged 18
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: -41413.414062 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -41413.41 nChanged 8
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: -41486.457031 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -41486.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41507.453125 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -41507.45 nChanged 2
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: -41509.738281 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -41509.74 nChanged 1
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: -41510.597656 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -41510.6 nChanged 0
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: -41510.597656 Penalty: 2916.744385
	Iteration 7F: 3 clusters Score -41510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Entering Unmasked Estep 
Score: -3063478.750000 Penalty: 2518.108398
	Iteration 0F: 2 clusters Score -3063479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3045591.250000 Penalty: 5036.216797
	Iteration 0F: 3 clusters Score -3045591 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3052503.000000 Penalty: 5036.216797
	Iteration 1F: 3 clusters Score -3052503 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3053599.500000 Penalty: 5036.216797
	Iteration 2F: 3 clusters Score -3053600 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3054780.500000 Penalty: 5036.216797
	Iteration 3F: 3 clusters Score -3054780 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3055933.500000 Penalty: 5036.216797
	Iteration 4F: 3 clusters Score -3055934 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3057091.500000 Penalty: 5036.216797
	Iteration 5F: 3 clusters Score -3057092 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3058120.750000 Penalty: 5036.216797
	Iteration 6F: 3 clusters Score -3058121 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3058976.000000 Penalty: 5036.216797
	Iteration 7Q: 3 clusters Score -3058976 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3059620.500000 Penalty: 5036.216797
	Iteration 8Q: 3 clusters Score -3059620 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3060050.250000 Penalty: 5036.216797
	Iteration 9Q: 3 clusters Score -3060050 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3060424.000000 Penalty: 5036.216797
	Iteration 10Q: 3 clusters Score -3060424 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3060698.250000 Penalty: 5036.216797
	Iteration 11Q: 3 clusters Score -3060698 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3060883.500000 Penalty: 5036.216797
	Iteration 12Q: 3 clusters Score -3060884 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3061025.000000 Penalty: 5036.216797
	Iteration 13Q: 3 clusters Score -3061025 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3061127.000000 Penalty: 5036.216797
	Iteration 14Q: 3 clusters Score -3061127 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3061210.250000 Penalty: 5036.216797
	Iteration 15Q: 3 clusters Score -3061210 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3061291.000000 Penalty: 5036.216797
	Iteration 16Q: 3 clusters Score -3061291 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3061332.750000 Penalty: 5036.216797
	Iteration 17Q: 3 clusters Score -3061333 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3061377.750000 Penalty: 5036.216797
	Iteration 18Q: 3 clusters Score -3061378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3061408.750000 Penalty: 5036.216797
	Iteration 19Q: 3 clusters Score -3061409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3061436.750000 Penalty: 5036.216797
	Iteration 20F: 3 clusters Score -3061437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3061470.000000 Penalty: 5036.216797
	Iteration 21Q: 3 clusters Score -3061470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3061491.500000 Penalty: 5036.216797
	Iteration 22Q: 3 clusters Score -3061492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3061500.500000 Penalty: 5036.216797
	Iteration 23Q: 3 clusters Score -3061500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3061503.250000 Penalty: 5036.216797
	Iteration 24Q: 3 clusters Score -3061503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3061516.500000 Penalty: 5036.216797
	Iteration 25Q: 3 clusters Score -3061516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3061528.750000 Penalty: 5036.216797
	Iteration 26Q: 3 clusters Score -3061529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3061538.500000 Penalty: 5036.216797
	Iteration 27Q: 3 clusters Score -3061538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3061541.750000 Penalty: 5036.216797
	Iteration 28Q: 3 clusters Score -3061542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3061547.750000 Penalty: 5036.216797
	Iteration 29Q: 3 clusters Score -3061548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3061555.500000 Penalty: 5036.216797
	Iteration 30Q: 3 clusters Score -3061556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3061556.250000 Penalty: 5036.216797
	Iteration 31Q: 3 clusters Score -3061556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3061562.250000 Penalty: 5036.216797
	Iteration 32Q: 3 clusters Score -3061562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3061570.250000 Penalty: 5036.216797
	Iteration 33Q: 3 clusters Score -3061570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3061572.500000 Penalty: 5036.216797
	Iteration 34Q: 3 clusters Score -3061572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3061584.750000 Penalty: 5036.216797
	Iteration 35Q: 3 clusters Score -3061585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3061585.250000 Penalty: 5036.216797
	Iteration 36Q: 3 clusters Score -3061585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3061589.500000 Penalty: 5036.216797
	Iteration 37Q: 3 clusters Score -3061590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3061592.500000 Penalty: 5036.216797
	Iteration 38Q: 3 clusters Score -3061592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3061599.500000 Penalty: 5036.216797
	Iteration 39Q: 3 clusters Score -3061600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3061609.000000 Penalty: 5036.216797
	Iteration 40F: 3 clusters Score -3061609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3061617.000000 Penalty: 5036.216797
	Iteration 41Q: 3 clusters Score -3061617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3061619.000000 Penalty: 5036.216797
	Iteration 42Q: 3 clusters Score -3061619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3061623.750000 Penalty: 5036.216797
	Iteration 43Q: 3 clusters Score -3061624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3061636.000000 Penalty: 5036.216797
	Iteration 44Q: 3 clusters Score -3061636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3061649.750000 Penalty: 5036.216797
	Iteration 45Q: 3 clusters Score -3061650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3061664.750000 Penalty: 5036.216797
	Iteration 46Q: 3 clusters Score -3061665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3061676.000000 Penalty: 5036.216797
	Iteration 47Q: 3 clusters Score -3061676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3061682.250000 Penalty: 5036.216797
	Iteration 48Q: 3 clusters Score -3061682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3061686.750000 Penalty: 5036.216797
	Iteration 49Q: 3 clusters Score -3061687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3061692.000000 Penalty: 5036.216797
	Iteration 50Q: 3 clusters Score -3061692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3061701.750000 Penalty: 5036.216797
	Iteration 51Q: 3 clusters Score -3061702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3061699.250000 Penalty: 5036.216797
	Iteration 52Q: 3 clusters Score -3061699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3061695.750000 Penalty: 5036.216797
	Iteration 53Q: 3 clusters Score -3061696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3061695.750000 Penalty: 5036.216797
	Iteration 54F: 3 clusters Score -3061696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Entering Unmasked Estep 
Score: -12925312.000000 Penalty: 2858.702148
	Iteration 0F: 2 clusters Score -1.292531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -12857356.000000 Penalty: 5717.404297
	Iteration 0F: 3 clusters Score -1.285736e+07 nChanged 48052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -12885193.000000 Penalty: 5717.404297
	Iteration 1F: 3 clusters Score -1.288519e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -12886441.000000 Penalty: 5717.404297
	Iteration 2Q: 3 clusters Score -1.288644e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -12887919.000000 Penalty: 5717.404297
	Iteration 3Q: 3 clusters Score -1.288792e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -12890000.000000 Penalty: 5717.404297
	Iteration 4Q: 3 clusters Score -1.289e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -12892986.000000 Penalty: 5717.404297
	Iteration 5F: 3 clusters Score -1.289299e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -12896452.000000 Penalty: 5717.404297
	Iteration 6F: 3 clusters Score -1.289645e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -12900139.000000 Penalty: 5717.404297
	Iteration 7F: 3 clusters Score -1.290014e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -12902905.000000 Penalty: 5717.404297
	Iteration 8F: 3 clusters Score -1.29029e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -12905181.000000 Penalty: 5717.404297
	Iteration 9Q: 3 clusters Score -1.290518e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -12907300.000000 Penalty: 5717.404297
	Iteration 10Q: 3 clusters Score -1.29073e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -12909437.000000 Penalty: 5717.404297
	Iteration 11Q: 3 clusters Score -1.290944e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -12911668.000000 Penalty: 5717.404297
	Iteration 12Q: 3 clusters Score -1.291167e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -12914067.000000 Penalty: 5717.404297
	Iteration 13Q: 3 clusters Score -1.291407e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -12916603.000000 Penalty: 5717.404297
	Iteration 14Q: 3 clusters Score -1.29166e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -12918827.000000 Penalty: 5717.404297
	Iteration 15Q: 3 clusters Score -1.291883e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -12920533.000000 Penalty: 5717.404297
	Iteration 16Q: 3 clusters Score -1.292053e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -12921632.000000 Penalty: 5717.404297
	Iteration 17Q: 3 clusters Score -1.292163e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -12922269.000000 Penalty: 5717.404297
	Iteration 18Q: 3 clusters Score -1.292227e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -12922500.000000 Penalty: 5717.404297
	Iteration 19Q: 3 clusters Score -1.29225e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -12922650.000000 Penalty: 5717.404297
	Iteration 20F: 3 clusters Score -1.292265e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -12922718.000000 Penalty: 5717.404297
	Iteration 21Q: 3 clusters Score -1.292272e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -12922793.000000 Penalty: 5717.404297
	Iteration 22Q: 3 clusters Score -1.292279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -12922823.000000 Penalty: 5717.404297
	Iteration 23Q: 3 clusters Score -1.292282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 100995 members 
Entering Unmasked Estep 
Score: -12922834.000000 Penalty: 5717.404297
	Iteration 24Q: 3 clusters Score -1.292283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -12922821.000000 Penalty: 5717.404297
	Iteration 25Q: 3 clusters Score -1.292282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -12922829.000000 Penalty: 5717.404297
	Iteration 26Q: 3 clusters Score -1.292283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -12922861.000000 Penalty: 5717.404297
	Iteration 27Q: 3 clusters Score -1.292286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -12922867.000000 Penalty: 5717.404297
	Iteration 28Q: 3 clusters Score -1.292287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -12922868.000000 Penalty: 5717.404297
	Iteration 29Q: 3 clusters Score -1.292287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -12922871.000000 Penalty: 5717.404297
	Iteration 30Q: 3 clusters Score -1.292287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -12922865.000000 Penalty: 5717.404297
	Iteration 31Q: 3 clusters Score -1.292286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -12922869.000000 Penalty: 5717.404297
	Iteration 32Q: 3 clusters Score -1.292287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -12922869.000000 Penalty: 5717.404297
	Iteration 33F: 3 clusters Score -1.292287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -41554.582031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -41554.58 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 184 members 
Entering Unmasked Estep 
Score: -40166.667969 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -40166.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40290.570312 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -40290.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40338.839844 Penalty: 2909.768066
	Iteration 2Q: 3 clusters Score -40338.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40361.882812 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -40361.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40370.421875 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -40370.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40370.421875 Penalty: 2909.768066
	Iteration 5F: 3 clusters Score -40370.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (33327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Entering Unmasked Estep 
Score: -4271529.000000 Penalty: 2582.702637
	Iteration 0F: 2 clusters Score -4271529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4248852.000000 Penalty: 5165.405273
	Iteration 0F: 3 clusters Score -4248852 nChanged 15107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4257008.000000 Penalty: 5165.405273
	Iteration 1F: 3 clusters Score -4257008 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4257461.000000 Penalty: 5165.405273
	Iteration 2Q: 3 clusters Score -4257461 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4257890.000000 Penalty: 5165.405273
	Iteration 3Q: 3 clusters Score -4257890 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4258328.000000 Penalty: 5165.405273
	Iteration 4Q: 3 clusters Score -4258328 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4258779.000000 Penalty: 5165.405273
	Iteration 5Q: 3 clusters Score -4258779 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4259287.000000 Penalty: 5165.405273
	Iteration 6Q: 3 clusters Score -4259287 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4259975.000000 Penalty: 5165.405273
	Iteration 7Q: 3 clusters Score -4259975 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4260879.500000 Penalty: 5165.405273
	Iteration 8Q: 3 clusters Score -4260880 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -4262063.500000 Penalty: 5165.405273
	Iteration 9F: 3 clusters Score -4262064 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4263412.500000 Penalty: 5165.405273
	Iteration 10F: 3 clusters Score -4263412 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -4264804.500000 Penalty: 5165.405273
	Iteration 11F: 3 clusters Score -4264804 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4266034.000000 Penalty: 5165.405273
	Iteration 12Q: 3 clusters Score -4266034 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -4266992.000000 Penalty: 5165.405273
	Iteration 13Q: 3 clusters Score -4266992 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4267713.000000 Penalty: 5165.405273
	Iteration 14Q: 3 clusters Score -4267713 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4268184.500000 Penalty: 5165.405273
	Iteration 15Q: 3 clusters Score -4268184 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4268493.000000 Penalty: 5165.405273
	Iteration 16Q: 3 clusters Score -4268493 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -4268734.500000 Penalty: 5165.405273
	Iteration 17Q: 3 clusters Score -4268734 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4268899.000000 Penalty: 5165.405273
	Iteration 18Q: 3 clusters Score -4268899 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4269006.000000 Penalty: 5165.405273
	Iteration 19Q: 3 clusters Score -4269006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4269084.500000 Penalty: 5165.405273
	Iteration 20F: 3 clusters Score -4269084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4269123.500000 Penalty: 5165.405273
	Iteration 21Q: 3 clusters Score -4269124 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4269183.000000 Penalty: 5165.405273
	Iteration 22Q: 3 clusters Score -4269183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -4269206.000000 Penalty: 5165.405273
	Iteration 23Q: 3 clusters Score -4269206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4269233.500000 Penalty: 5165.405273
	Iteration 24Q: 3 clusters Score -4269234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -4269259.000000 Penalty: 5165.405273
	Iteration 25Q: 3 clusters Score -4269259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4269280.500000 Penalty: 5165.405273
	Iteration 26Q: 3 clusters Score -4269280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4269296.500000 Penalty: 5165.405273
	Iteration 27Q: 3 clusters Score -4269296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -4269309.000000 Penalty: 5165.405273
	Iteration 28Q: 3 clusters Score -4269309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -4269326.000000 Penalty: 5165.405273
	Iteration 29Q: 3 clusters Score -4269326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -4269328.500000 Penalty: 5165.405273
	Iteration 30Q: 3 clusters Score -4269328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4269337.000000 Penalty: 5165.405273
	Iteration 31Q: 3 clusters Score -4269337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4269346.500000 Penalty: 5165.405273
	Iteration 32Q: 3 clusters Score -4269346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4269345.500000 Penalty: 5165.405273
	Iteration 33Q: 3 clusters Score -4269346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4269348.500000 Penalty: 5165.405273
	Iteration 34Q: 3 clusters Score -4269348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4269348.500000 Penalty: 5165.405273
	Iteration 35F: 3 clusters Score -4269348 nChanged 0
--- Evaluating fit on full set of 1884401 points ---
Entering Unmasked Estep 
Score: -234322016.000000 Penalty: 114668.218750
22->33 Clusters: Score -234322016.000000, best is -234341376.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 628133 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 28680 members 
Mstep: Class 3 contains 28574 members 
Mstep: Class 4 contains 28819 members 
Mstep: Class 5 contains 28498 members 
Mstep: Class 6 contains 28530 members 
Mstep: Class 7 contains 28340 members 
Mstep: Class 8 contains 28565 members 
Mstep: Class 9 contains 28564 members 
Mstep: Class 10 contains 28324 members 
Mstep: Class 11 contains 28224 members 
Mstep: Class 12 contains 28515 members 
Mstep: Class 13 contains 28624 members 
Mstep: Class 14 contains 28588 members 
Mstep: Class 15 contains 28396 members 
Mstep: Class 16 contains 28929 members 
Mstep: Class 17 contains 28447 members 
Mstep: Class 18 contains 28346 members 
Mstep: Class 19 contains 28637 members 
Mstep: Class 20 contains 28289 members 
Mstep: Class 21 contains 28570 members 
Mstep: Class 22 contains 28872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 106.635353 but Gain 3310.929688
Score: -72631800.000000 Penalty: 69529.437500
Iteration 0F: 22 clusters Score -7.26318e+07 nChanged 597144
Entering Unmasked Mstep 
Mstep: Class 0 contains 2743 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 17761 members 
Mstep: Class 4 contains 72441 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 75655 members 
Mstep: Class 7 contains 41823 members 
Mstep: Class 8 contains 43877 members 
Mstep: Class 9 contains 27182 members 
Mstep: Class 10 contains 17635 members 
Mstep: Class 11 contains 8674 members 
Mstep: Class 12 contains 46376 members 
Mstep: Class 13 contains 7029 members 
Mstep: Class 14 contains 14560 members 
Mstep: Class 15 contains 6475 members 
Mstep: Class 16 contains 41786 members 
Mstep: Class 17 contains 4026 members 
Mstep: Class 18 contains 46959 members 
Mstep: Class 19 contains 5443 members 
Mstep: Class 21 contains 73384 members 
Mstep: Class 22 contains 14911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1597.926514 but Gain 3310.921875
Score: -76175704.000000 Penalty: 66218.515625
Iteration 1F: 21 clusters Score -7.61757e+07 nChanged 270190
Entering Unmasked Mstep 
Mstep: Class 0 contains 712 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 5925 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 80929 members 
Mstep: Class 6 contains 93043 members 
Mstep: Class 7 contains 29637 members 
Mstep: Class 8 contains 31929 members 
Mstep: Class 9 contains 41262 members 
Mstep: Class 10 contains 13669 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 40608 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 13861 members 
Mstep: Class 15 contains 17592 members 
Mstep: Class 16 contains 24013 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 41009 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 21 contains 113794 members 
Mstep: Class 22 contains 13927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76959392.000000 Penalty: 66218.515625
Iteration 2F: 21 clusters Score -7.695939e+07 nChanged 189456
Entering Unmasked Mstep 
Mstep: Class 0 contains 365 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 3866 members 
Mstep: Class 4 contains 83115 members 
Mstep: Class 6 contains 104805 members 
Mstep: Class 7 contains 19236 members 
Mstep: Class 8 contains 26771 members 
Mstep: Class 9 contains 52832 members 
Mstep: Class 10 contains 10182 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 43808 members 
Mstep: Class 13 contains 1655 members 
Mstep: Class 14 contains 15973 members 
Mstep: Class 15 contains 21530 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 4206 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 8792 members 
Mstep: Class 21 contains 133013 members 
Mstep: Class 22 contains 17524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77361464.000000 Penalty: 66218.515625
Iteration 3F: 21 clusters Score -7.736146e+07 nChanged 128612
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 3870 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 92471 members 
Mstep: Class 6 contains 115275 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 21142 members 
Mstep: Class 9 contains 59221 members 
Mstep: Class 10 contains 7165 members 
Mstep: Class 11 contains 7991 members 
Mstep: Class 12 contains 45909 members 
Mstep: Class 13 contains 1693 members 
Mstep: Class 14 contains 14339 members 
Mstep: Class 15 contains 19483 members 
Mstep: Class 16 contains 9020 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 15026 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 21 contains 140454 members 
Mstep: Class 22 contains 21124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77545280.000000 Penalty: 66218.515625
Iteration 4F: 21 clusters Score -7.754528e+07 nChanged 87667
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 105499 members 
Mstep: Class 6 contains 121047 members 
Mstep: Class 7 contains 13961 members 
Mstep: Class 8 contains 16502 members 
Mstep: Class 9 contains 64597 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 7155 members 
Mstep: Class 12 contains 42831 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 10923 members 
Mstep: Class 15 contains 16918 members 
Mstep: Class 16 contains 7428 members 
Mstep: Class 17 contains 4882 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 9064 members 
Mstep: Class 21 contains 141905 members 
Mstep: Class 22 contains 24591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77629208.000000 Penalty: 66218.515625
Iteration 5F: 21 clusters Score -7.762921e+07 nChanged 61335
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 116224 members 
Mstep: Class 6 contains 122751 members 
Mstep: Class 7 contains 14296 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 69549 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 6249 members 
Mstep: Class 12 contains 36173 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 8334 members 
Mstep: Class 15 contains 15395 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 9377 members 
Mstep: Class 21 contains 142091 members 
Mstep: Class 22 contains 26907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77681168.000000 Penalty: 66218.515625
Iteration 6F: 21 clusters Score -7.768117e+07 nChanged 46211
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 3058 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 123554 members 
Mstep: Class 6 contains 122185 members 
Mstep: Class 7 contains 14854 members 
Mstep: Class 8 contains 14931 members 
Mstep: Class 9 contains 74000 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 12 contains 29389 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 6341 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 6945 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 9926 members 
Mstep: Class 21 contains 141448 members 
Mstep: Class 22 contains 28136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3062.169189 but Gain 3310.925781
Score: -77719456.000000 Penalty: 62907.589844
Iteration 7F: 20 clusters Score -7.771946e+07 nChanged 39651
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 128330 members 
Mstep: Class 6 contains 119912 members 
Mstep: Class 7 contains 15473 members 
Mstep: Class 8 contains 17015 members 
Mstep: Class 9 contains 79500 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 24327 members 
Mstep: Class 13 contains 1700 members 
Mstep: Class 14 contains 4637 members 
Mstep: Class 15 contains 14323 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 17 contains 4198 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 10656 members 
Mstep: Class 21 contains 140030 members 
Mstep: Class 22 contains 28807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77754104.000000 Penalty: 62907.589844
Iteration 8F: 20 clusters Score -7.77541e+07 nChanged 33352
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 2232 members 
Mstep: Class 4 contains 131467 members 
Mstep: Class 6 contains 115825 members 
Mstep: Class 7 contains 16150 members 
Mstep: Class 8 contains 20458 members 
Mstep: Class 9 contains 84299 members 
Mstep: Class 11 contains 5081 members 
Mstep: Class 12 contains 20858 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 14143 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 6355 members 
Mstep: Class 19 contains 11478 members 
Mstep: Class 21 contains 136112 members 
Mstep: Class 22 contains 29121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77783032.000000 Penalty: 62907.589844
Iteration 9F: 20 clusters Score -7.778303e+07 nChanged 30524
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 2038 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 133273 members 
Mstep: Class 6 contains 111039 members 
Mstep: Class 7 contains 16717 members 
Mstep: Class 8 contains 24880 members 
Mstep: Class 9 contains 89366 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 18613 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 7922 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 18 contains 7263 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 21 contains 131076 members 
Mstep: Class 22 contains 29321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77806712.000000 Penalty: 62907.589844
Iteration 10Q: 20 clusters Score -7.780671e+07 nChanged 28150
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1837 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 134463 members 
Mstep: Class 6 contains 106282 members 
Mstep: Class 7 contains 16622 members 
Mstep: Class 8 contains 29367 members 
Mstep: Class 9 contains 94527 members 
Mstep: Class 11 contains 4688 members 
Mstep: Class 12 contains 17122 members 
Mstep: Class 13 contains 1681 members 
Mstep: Class 14 contains 2230 members 
Mstep: Class 15 contains 13922 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 21 contains 125766 members 
Mstep: Class 22 contains 29489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77824448.000000 Penalty: 62907.589844
Iteration 11Q: 20 clusters Score -7.782445e+07 nChanged 26160
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1810 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 135426 members 
Mstep: Class 6 contains 101496 members 
Mstep: Class 7 contains 16163 members 
Mstep: Class 8 contains 33598 members 
Mstep: Class 9 contains 99240 members 
Mstep: Class 11 contains 4529 members 
Mstep: Class 12 contains 16129 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 13813 members 
Mstep: Class 16 contains 8520 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 8376 members 
Mstep: Class 19 contains 13872 members 
Mstep: Class 21 contains 121129 members 
Mstep: Class 22 contains 29662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77841912.000000 Penalty: 62907.589844
Iteration 12Q: 20 clusters Score -7.784191e+07 nChanged 24451
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1804 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 136277 members 
Mstep: Class 6 contains 96478 members 
Mstep: Class 7 contains 15660 members 
Mstep: Class 8 contains 37428 members 
Mstep: Class 9 contains 102497 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 15516 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 1986 members 
Mstep: Class 15 contains 13725 members 
Mstep: Class 16 contains 8815 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 14547 members 
Mstep: Class 21 contains 118357 members 
Mstep: Class 22 contains 29854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77858352.000000 Penalty: 62907.589844
Iteration 13Q: 20 clusters Score -7.785835e+07 nChanged 22273
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1798 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 137311 members 
Mstep: Class 6 contains 91309 members 
Mstep: Class 7 contains 15166 members 
Mstep: Class 8 contains 40880 members 
Mstep: Class 9 contains 104359 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 15025 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 1946 members 
Mstep: Class 15 contains 13647 members 
Mstep: Class 16 contains 9163 members 
Mstep: Class 17 contains 3458 members 
Mstep: Class 18 contains 9195 members 
Mstep: Class 19 contains 15253 members 
Mstep: Class 21 contains 117199 members 
Mstep: Class 22 contains 30034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77873688.000000 Penalty: 62907.589844
Iteration 14Q: 20 clusters Score -7.787369e+07 nChanged 20289
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1796 members 
Mstep: Class 3 contains 2109 members 
Mstep: Class 4 contains 138605 members 
Mstep: Class 6 contains 86140 members 
Mstep: Class 7 contains 14586 members 
Mstep: Class 8 contains 44116 members 
Mstep: Class 9 contains 105156 members 
Mstep: Class 11 contains 4112 members 
Mstep: Class 12 contains 14629 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 13589 members 
Mstep: Class 16 contains 9600 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 9665 members 
Mstep: Class 19 contains 15965 members 
Mstep: Class 21 contains 116852 members 
Mstep: Class 22 contains 30177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77887008.000000 Penalty: 62907.589844
Iteration 15Q: 20 clusters Score -7.788701e+07 nChanged 18148
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1797 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 140095 members 
Mstep: Class 6 contains 81281 members 
Mstep: Class 7 contains 14002 members 
Mstep: Class 8 contains 47017 members 
Mstep: Class 9 contains 105567 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 14532 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 2033 members 
Mstep: Class 15 contains 13541 members 
Mstep: Class 16 contains 10008 members 
Mstep: Class 17 contains 3350 members 
Mstep: Class 18 contains 10116 members 
Mstep: Class 19 contains 16705 members 
Mstep: Class 21 contains 116417 members 
Mstep: Class 22 contains 30300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77896552.000000 Penalty: 62907.589844
Iteration 16Q: 20 clusters Score -7.789655e+07 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1798 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 141719 members 
Mstep: Class 6 contains 77087 members 
Mstep: Class 7 contains 13299 members 
Mstep: Class 8 contains 49770 members 
Mstep: Class 9 contains 105966 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 13439 members 
Mstep: Class 16 contains 10510 members 
Mstep: Class 17 contains 3318 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 21 contains 115438 members 
Mstep: Class 22 contains 30430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77903480.000000 Penalty: 62907.589844
Iteration 17Q: 20 clusters Score -7.790348e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1798 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 143212 members 
Mstep: Class 6 contains 73692 members 
Mstep: Class 7 contains 12574 members 
Mstep: Class 8 contains 52379 members 
Mstep: Class 9 contains 106350 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 13334 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 3292 members 
Mstep: Class 18 contains 10583 members 
Mstep: Class 19 contains 18202 members 
Mstep: Class 21 contains 114044 members 
Mstep: Class 22 contains 30530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77909368.000000 Penalty: 62907.589844
Iteration 18Q: 20 clusters Score -7.790937e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1797 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 144573 members 
Mstep: Class 6 contains 71272 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 54821 members 
Mstep: Class 9 contains 106735 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 14451 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 13246 members 
Mstep: Class 16 contains 11783 members 
Mstep: Class 17 contains 3269 members 
Mstep: Class 18 contains 10597 members 
Mstep: Class 19 contains 18926 members 
Mstep: Class 21 contains 112051 members 
Mstep: Class 22 contains 30631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77914296.000000 Penalty: 62907.589844
Iteration 19Q: 20 clusters Score -7.79143e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1799 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 145776 members 
Mstep: Class 6 contains 69790 members 
Mstep: Class 7 contains 11157 members 
Mstep: Class 8 contains 57038 members 
Mstep: Class 9 contains 107037 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 13174 members 
Mstep: Class 16 contains 12490 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 18 contains 10524 members 
Mstep: Class 19 contains 19626 members 
Mstep: Class 21 contains 109578 members 
Mstep: Class 22 contains 30723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77919072.000000 Penalty: 62907.589844
Iteration 20F: 20 clusters Score -7.791907e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 146766 members 
Mstep: Class 6 contains 68525 members 
Mstep: Class 7 contains 10510 members 
Mstep: Class 8 contains 59330 members 
Mstep: Class 9 contains 107154 members 
Mstep: Class 11 contains 3120 members 
Mstep: Class 12 contains 14450 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 13085 members 
Mstep: Class 16 contains 13287 members 
Mstep: Class 17 contains 3194 members 
Mstep: Class 18 contains 10567 members 
Mstep: Class 19 contains 20299 members 
Mstep: Class 21 contains 107047 members 
Mstep: Class 22 contains 30814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77922464.000000 Penalty: 62907.589844
Iteration 21Q: 20 clusters Score -7.792246e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1764 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 147673 members 
Mstep: Class 6 contains 67644 members 
Mstep: Class 7 contains 9861 members 
Mstep: Class 8 contains 61453 members 
Mstep: Class 9 contains 107273 members 
Mstep: Class 11 contains 2889 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 10542 members 
Mstep: Class 19 contains 20971 members 
Mstep: Class 21 contains 104481 members 
Mstep: Class 22 contains 30908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77925784.000000 Penalty: 62907.589844
Iteration 22Q: 20 clusters Score -7.792578e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 148420 members 
Mstep: Class 6 contains 67061 members 
Mstep: Class 7 contains 9250 members 
Mstep: Class 8 contains 63343 members 
Mstep: Class 9 contains 107445 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 3074 members 
Mstep: Class 18 contains 10449 members 
Mstep: Class 19 contains 21670 members 
Mstep: Class 21 contains 101906 members 
Mstep: Class 22 contains 31013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77928624.000000 Penalty: 62907.589844
Iteration 23Q: 20 clusters Score -7.792862e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1783 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 148949 members 
Mstep: Class 6 contains 66668 members 
Mstep: Class 7 contains 8743 members 
Mstep: Class 8 contains 65017 members 
Mstep: Class 9 contains 107648 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 14427 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 12581 members 
Mstep: Class 16 contains 16006 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 10336 members 
Mstep: Class 19 contains 22276 members 
Mstep: Class 21 contains 99535 members 
Mstep: Class 22 contains 31120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77931176.000000 Penalty: 62907.589844
Iteration 24Q: 20 clusters Score -7.793118e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1792 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 149412 members 
Mstep: Class 6 contains 66361 members 
Mstep: Class 7 contains 8297 members 
Mstep: Class 8 contains 66530 members 
Mstep: Class 9 contains 107829 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 12389 members 
Mstep: Class 16 contains 16940 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 10214 members 
Mstep: Class 19 contains 22771 members 
Mstep: Class 21 contains 97259 members 
Mstep: Class 22 contains 31228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77932912.000000 Penalty: 62907.589844
Iteration 25Q: 20 clusters Score -7.793291e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1799 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 149838 members 
Mstep: Class 6 contains 66131 members 
Mstep: Class 7 contains 7926 members 
Mstep: Class 8 contains 67833 members 
Mstep: Class 9 contains 108009 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 10089 members 
Mstep: Class 19 contains 23178 members 
Mstep: Class 21 contains 95137 members 
Mstep: Class 22 contains 31365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77934232.000000 Penalty: 62907.589844
Iteration 26Q: 20 clusters Score -7.793423e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1807 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 150210 members 
Mstep: Class 6 contains 65889 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 68989 members 
Mstep: Class 9 contains 108216 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 14389 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 14 contains 2620 members 
Mstep: Class 15 contains 12064 members 
Mstep: Class 16 contains 18632 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 9991 members 
Mstep: Class 19 contains 23519 members 
Mstep: Class 21 contains 93153 members 
Mstep: Class 22 contains 31502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77935784.000000 Penalty: 62907.589844
Iteration 27Q: 20 clusters Score -7.793578e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 150503 members 
Mstep: Class 6 contains 65653 members 
Mstep: Class 7 contains 7284 members 
Mstep: Class 8 contains 69966 members 
Mstep: Class 9 contains 108399 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 11923 members 
Mstep: Class 16 contains 19517 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 9894 members 
Mstep: Class 19 contains 23815 members 
Mstep: Class 21 contains 91418 members 
Mstep: Class 22 contains 31646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77937320.000000 Penalty: 62907.589844
Iteration 28Q: 20 clusters Score -7.793732e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 150846 members 
Mstep: Class 6 contains 65406 members 
Mstep: Class 7 contains 7027 members 
Mstep: Class 8 contains 70831 members 
Mstep: Class 9 contains 108557 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 14371 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 2688 members 
Mstep: Class 15 contains 11755 members 
Mstep: Class 16 contains 20431 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 9807 members 
Mstep: Class 19 contains 24040 members 
Mstep: Class 21 contains 89786 members 
Mstep: Class 22 contains 31805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77938848.000000 Penalty: 62907.589844
Iteration 29Q: 20 clusters Score -7.793885e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 151165 members 
Mstep: Class 6 contains 65161 members 
Mstep: Class 7 contains 6809 members 
Mstep: Class 8 contains 71558 members 
Mstep: Class 9 contains 108739 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 14363 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 11593 members 
Mstep: Class 16 contains 21288 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 9730 members 
Mstep: Class 19 contains 24260 members 
Mstep: Class 21 contains 88275 members 
Mstep: Class 22 contains 31976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77939752.000000 Penalty: 62907.589844
Iteration 30Q: 20 clusters Score -7.793975e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 151452 members 
Mstep: Class 6 contains 64880 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 72229 members 
Mstep: Class 9 contains 108913 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 14349 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 2772 members 
Mstep: Class 15 contains 11432 members 
Mstep: Class 16 contains 22094 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 9652 members 
Mstep: Class 19 contains 24433 members 
Mstep: Class 21 contains 86927 members 
Mstep: Class 22 contains 32157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77940744.000000 Penalty: 62907.589844
Iteration 31Q: 20 clusters Score -7.794074e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 151699 members 
Mstep: Class 6 contains 64611 members 
Mstep: Class 7 contains 6509 members 
Mstep: Class 8 contains 72808 members 
Mstep: Class 9 contains 109080 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 14338 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 2803 members 
Mstep: Class 15 contains 11266 members 
Mstep: Class 16 contains 22872 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 9579 members 
Mstep: Class 19 contains 24574 members 
Mstep: Class 21 contains 85712 members 
Mstep: Class 22 contains 32321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77941496.000000 Penalty: 62907.589844
Iteration 32Q: 20 clusters Score -7.79415e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 151877 members 
Mstep: Class 6 contains 64363 members 
Mstep: Class 7 contains 6400 members 
Mstep: Class 8 contains 73291 members 
Mstep: Class 9 contains 109277 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 14332 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 23588 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 9518 members 
Mstep: Class 19 contains 24704 members 
Mstep: Class 21 contains 84639 members 
Mstep: Class 22 contains 32460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77941912.000000 Penalty: 62907.589844
Iteration 33Q: 20 clusters Score -7.794191e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1861 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 151996 members 
Mstep: Class 6 contains 64103 members 
Mstep: Class 7 contains 6315 members 
Mstep: Class 8 contains 73745 members 
Mstep: Class 9 contains 109507 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 12 contains 14328 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 2879 members 
Mstep: Class 15 contains 10982 members 
Mstep: Class 16 contains 24241 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 9462 members 
Mstep: Class 19 contains 24844 members 
Mstep: Class 21 contains 83672 members 
Mstep: Class 22 contains 32570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77942392.000000 Penalty: 62907.589844
Iteration 34Q: 20 clusters Score -7.794239e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1862 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 152117 members 
Mstep: Class 6 contains 63831 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 74167 members 
Mstep: Class 9 contains 109702 members 
Mstep: Class 11 contains 2996 members 
Mstep: Class 12 contains 14333 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 24870 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 24962 members 
Mstep: Class 21 contains 82770 members 
Mstep: Class 22 contains 32659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77942640.000000 Penalty: 62907.589844
Iteration 35Q: 20 clusters Score -7.794264e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1864 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 152241 members 
Mstep: Class 6 contains 63582 members 
Mstep: Class 7 contains 6197 members 
Mstep: Class 8 contains 74533 members 
Mstep: Class 9 contains 109891 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 14327 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 2954 members 
Mstep: Class 15 contains 10776 members 
Mstep: Class 16 contains 25495 members 
Mstep: Class 17 contains 3078 members 
Mstep: Class 18 contains 9392 members 
Mstep: Class 19 contains 25062 members 
Mstep: Class 21 contains 81955 members 
Mstep: Class 22 contains 32721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77942824.000000 Penalty: 62907.589844
Iteration 36Q: 20 clusters Score -7.794282e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 152324 members 
Mstep: Class 6 contains 63363 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 74867 members 
Mstep: Class 9 contains 110086 members 
Mstep: Class 11 contains 3050 members 
Mstep: Class 12 contains 14327 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 15 contains 10703 members 
Mstep: Class 16 contains 26051 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 9354 members 
Mstep: Class 19 contains 25154 members 
Mstep: Class 21 contains 81202 members 
Mstep: Class 22 contains 32780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77942944.000000 Penalty: 62907.589844
Iteration 37Q: 20 clusters Score -7.794294e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1866 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 152390 members 
Mstep: Class 6 contains 63169 members 
Mstep: Class 7 contains 6116 members 
Mstep: Class 8 contains 75152 members 
Mstep: Class 9 contains 110268 members 
Mstep: Class 11 contains 3068 members 
Mstep: Class 12 contains 14328 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 3027 members 
Mstep: Class 15 contains 10649 members 
Mstep: Class 16 contains 26583 members 
Mstep: Class 17 contains 3078 members 
Mstep: Class 18 contains 9327 members 
Mstep: Class 19 contains 25221 members 
Mstep: Class 21 contains 80528 members 
Mstep: Class 22 contains 32819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77943304.000000 Penalty: 62907.589844
Iteration 38Q: 20 clusters Score -7.79433e+07 nChanged 1742
Entering ConstructFrom: 
Score: -77943304.000000 Penalty: 62907.589844
Entering ConstructFrom: 
Trying to split cluster 1 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -791117.312500 Penalty: 2178.737793
	Iteration 0F: 2 clusters Score -791117.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -785738.812500 Penalty: 4357.475586
	Iteration 0F: 3 clusters Score -785738.8 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -787412.000000 Penalty: 4357.475586
	Iteration 1F: 3 clusters Score -787412 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -787951.437500 Penalty: 4357.475586
	Iteration 2F: 3 clusters Score -787951.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -788370.250000 Penalty: 4357.475586
	Iteration 3F: 3 clusters Score -788370.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -788728.250000 Penalty: 4357.475586
	Iteration 4F: 3 clusters Score -788728.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -789076.687500 Penalty: 4357.475586
	Iteration 5F: 3 clusters Score -789076.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -789357.937500 Penalty: 4357.475586
	Iteration 6Q: 3 clusters Score -789357.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -789564.562500 Penalty: 4357.475586
	Iteration 7Q: 3 clusters Score -789564.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -789756.062500 Penalty: 4357.475586
	Iteration 8Q: 3 clusters Score -789756.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -789934.625000 Penalty: 4357.475586
	Iteration 9Q: 3 clusters Score -789934.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -790146.250000 Penalty: 4357.475586
	Iteration 10Q: 3 clusters Score -790146.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -790345.625000 Penalty: 4357.475586
	Iteration 11Q: 3 clusters Score -790345.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -790531.500000 Penalty: 4357.475586
	Iteration 12Q: 3 clusters Score -790531.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -790696.625000 Penalty: 4357.475586
	Iteration 13Q: 3 clusters Score -790696.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -790839.875000 Penalty: 4357.475586
	Iteration 14Q: 3 clusters Score -790839.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -790964.750000 Penalty: 4357.475586
	Iteration 15Q: 3 clusters Score -790964.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -791073.000000 Penalty: 4357.475586
	Iteration 16Q: 3 clusters Score -791073 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -791188.562500 Penalty: 4357.475586
	Iteration 17Q: 3 clusters Score -791188.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -791305.750000 Penalty: 4357.475586
	Iteration 18Q: 3 clusters Score -791305.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -791366.312500 Penalty: 4357.475586
	Iteration 19Q: 3 clusters Score -791366.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -791382.187500 Penalty: 4357.475586
	Iteration 20F: 3 clusters Score -791382.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -791388.937500 Penalty: 4357.475586
	Iteration 21Q: 3 clusters Score -791388.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -791395.125000 Penalty: 4357.475586
	Iteration 22Q: 3 clusters Score -791395.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -791398.375000 Penalty: 4357.475586
	Iteration 23Q: 3 clusters Score -791398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -791401.875000 Penalty: 4357.475586
	Iteration 24Q: 3 clusters Score -791401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -791400.812500 Penalty: 4357.475586
	Iteration 25Q: 3 clusters Score -791400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -791400.812500 Penalty: 4357.475586
	Iteration 26F: 3 clusters Score -791400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 63010 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 14324 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 27057 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 21 contains 79931 members 
Mstep: Class 22 contains 32868 members 
Entering Unmasked Estep 
Score: -77942848.000000 Penalty: 66218.515625
Splitting cluster 1 changes total score from -77943304.000000 to -77942848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -207378.656250 Penalty: 1868.090698
	Iteration 0F: 2 clusters Score -207378.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -205137.265625 Penalty: 3736.181396
	Iteration 0F: 3 clusters Score -205137.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -207465.484375 Penalty: 3736.181396
	Iteration 1F: 3 clusters Score -207465.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -210340.390625 Penalty: 3736.181396
	Iteration 2F: 3 clusters Score -210340.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -211349.484375 Penalty: 3736.181396
	Iteration 3F: 3 clusters Score -211349.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -211479.718750 Penalty: 3736.181396
	Iteration 4Q: 3 clusters Score -211479.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -211531.500000 Penalty: 3736.181396
	Iteration 5Q: 3 clusters Score -211531.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -211552.765625 Penalty: 3736.181396
	Iteration 6Q: 3 clusters Score -211552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -211577.531250 Penalty: 3736.181396
	Iteration 7Q: 3 clusters Score -211577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -211588.343750 Penalty: 3736.181396
	Iteration 8Q: 3 clusters Score -211588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -211596.078125 Penalty: 3736.181396
	Iteration 9Q: 3 clusters Score -211596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -211604.328125 Penalty: 3736.181396
	Iteration 10Q: 3 clusters Score -211604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -211630.421875 Penalty: 3736.181396
	Iteration 11Q: 3 clusters Score -211630.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -211758.890625 Penalty: 3736.181396
	Iteration 12Q: 3 clusters Score -211758.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -212159.171875 Penalty: 3736.181396
	Iteration 13Q: 3 clusters Score -212159.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -212352.281250 Penalty: 3736.181396
	Iteration 14Q: 3 clusters Score -212352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -212360.203125 Penalty: 3736.181396
	Iteration 15Q: 3 clusters Score -212360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -212360.406250 Penalty: 3736.181396
	Iteration 16Q: 3 clusters Score -212360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -212360.406250 Penalty: 3736.181396
	Iteration 17F: 3 clusters Score -212360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 63010 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 14324 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 27057 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 21 contains 79931 members 
Mstep: Class 22 contains 32868 members 
Entering Unmasked Estep 
Score: -77947104.000000 Penalty: 66218.515625
Splitting cluster 2 changes total score from -77943304.000000 to -77947104.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (2091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Entering Unmasked Estep 
Score: -266073.375000 Penalty: 1896.058594
	Iteration 0F: 2 clusters Score -266073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -263464.968750 Penalty: 3792.117188
	Iteration 0F: 3 clusters Score -263465 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -264012.218750 Penalty: 3792.117188
	Iteration 1F: 3 clusters Score -264012.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -264311.406250 Penalty: 3792.117188
	Iteration 2F: 3 clusters Score -264311.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -264491.218750 Penalty: 3792.117188
	Iteration 3F: 3 clusters Score -264491.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -264578.562500 Penalty: 3792.117188
	Iteration 4Q: 3 clusters Score -264578.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -264655.125000 Penalty: 3792.117188
	Iteration 5Q: 3 clusters Score -264655.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -264712.875000 Penalty: 3792.117188
	Iteration 6Q: 3 clusters Score -264712.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -264816.406250 Penalty: 3792.117188
	Iteration 7Q: 3 clusters Score -264816.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -265027.937500 Penalty: 3792.117188
	Iteration 8F: 3 clusters Score -265027.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -265326.468750 Penalty: 3792.117188
	Iteration 9F: 3 clusters Score -265326.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -265956.812500 Penalty: 3792.117188
	Iteration 10F: 3 clusters Score -265956.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -266923.531250 Penalty: 3792.117188
	Iteration 11F: 3 clusters Score -266923.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -267680.812500 Penalty: 3792.117188
	Iteration 12F: 3 clusters Score -267680.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -267780.750000 Penalty: 3792.117188
	Iteration 13Q: 3 clusters Score -267780.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -267806.937500 Penalty: 3792.117188
	Iteration 14Q: 3 clusters Score -267806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -267810.718750 Penalty: 3792.117188
	Iteration 15Q: 3 clusters Score -267810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -267810.718750 Penalty: 3792.117188
	Iteration 16F: 3 clusters Score -267810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 63010 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 14324 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 27057 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 21 contains 79931 members 
Mstep: Class 22 contains 32868 members 
Entering Unmasked Estep 
Score: -77947168.000000 Penalty: 69529.437500
Splitting cluster 3 changes total score from -77943304.000000 to -77947168.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (152422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152422 members 
Entering Unmasked Estep 
Score: -19544834.000000 Penalty: 2959.733154
	Iteration 0F: 2 clusters Score -1.954483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -19442860.000000 Penalty: 5919.466309
	Iteration 0F: 3 clusters Score -1.944286e+07 nChanged 72983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -19484938.000000 Penalty: 5919.466309
	Iteration 1F: 3 clusters Score -1.948494e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -19486024.000000 Penalty: 5919.466309
	Iteration 2Q: 3 clusters Score -1.948602e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -19487886.000000 Penalty: 5919.466309
	Iteration 3Q: 3 clusters Score -1.948789e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -19490888.000000 Penalty: 5919.466309
	Iteration 4Q: 3 clusters Score -1.949089e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 102037 members 
Entering Unmasked Estep 
Score: -19496376.000000 Penalty: 5919.466309
	Iteration 5F: 3 clusters Score -1.949638e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 113995 members 
Entering Unmasked Estep 
Score: -19505364.000000 Penalty: 5919.466309
	Iteration 6F: 3 clusters Score -1.950536e+07 nChanged 13908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 127881 members 
Entering Unmasked Estep 
Score: -19518086.000000 Penalty: 5919.466309
	Iteration 7F: 3 clusters Score -1.951809e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 140336 members 
Entering Unmasked Estep 
Score: -19530594.000000 Penalty: 5919.466309
	Iteration 8F: 3 clusters Score -1.953059e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 148141 members 
Entering Unmasked Estep 
Score: -19538238.000000 Penalty: 5919.466309
	Iteration 9F: 3 clusters Score -1.953824e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 151109 members 
Entering Unmasked Estep 
Score: -19541076.000000 Penalty: 5919.466309
	Iteration 10Q: 3 clusters Score -1.954108e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 151920 members 
Entering Unmasked Estep 
Score: -19541882.000000 Penalty: 5919.466309
	Iteration 11Q: 3 clusters Score -1.954188e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 152108 members 
Entering Unmasked Estep 
Score: -19542124.000000 Penalty: 5919.466309
	Iteration 12Q: 3 clusters Score -1.954212e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -19542208.000000 Penalty: 5919.466309
	Iteration 13Q: 3 clusters Score -1.954221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 152188 members 
Entering Unmasked Estep 
Score: -19542254.000000 Penalty: 5919.466309
	Iteration 14Q: 3 clusters Score -1.954225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -19542272.000000 Penalty: 5919.466309
	Iteration 15Q: 3 clusters Score -1.954227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 152198 members 
Entering Unmasked Estep 
Score: -19542276.000000 Penalty: 5919.466309
	Iteration 16Q: 3 clusters Score -1.954228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 152199 members 
Entering Unmasked Estep 
Score: -19542306.000000 Penalty: 5919.466309
	Iteration 17Q: 3 clusters Score -1.954231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 152200 members 
Entering Unmasked Estep 
Score: -19542332.000000 Penalty: 5919.466309
	Iteration 18Q: 3 clusters Score -1.954233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 152200 members 
Entering Unmasked Estep 
Score: -19542332.000000 Penalty: 5919.466309
	Iteration 19F: 3 clusters Score -1.954233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Entering Unmasked Estep 
Score: -7949721.000000 Penalty: 2740.659912
	Iteration 0F: 2 clusters Score -7949721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -7907519.000000 Penalty: 5481.319824
	Iteration 0F: 3 clusters Score -7907519 nChanged 29422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -7924262.000000 Penalty: 5481.319824
	Iteration 1F: 3 clusters Score -7924262 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -7925752.000000 Penalty: 5481.319824
	Iteration 2Q: 3 clusters Score -7925752 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -7928247.500000 Penalty: 5481.319824
	Iteration 3F: 3 clusters Score -7928248 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -7931570.500000 Penalty: 5481.319824
	Iteration 4F: 3 clusters Score -7931570 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -7934874.000000 Penalty: 5481.319824
	Iteration 5F: 3 clusters Score -7934874 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -7937986.000000 Penalty: 5481.319824
	Iteration 6F: 3 clusters Score -7937986 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -7940942.500000 Penalty: 5481.319824
	Iteration 7F: 3 clusters Score -7940942 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -7944049.500000 Penalty: 5481.319824
	Iteration 8F: 3 clusters Score -7944050 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7946993.000000 Penalty: 5481.319824
	Iteration 9F: 3 clusters Score -7946993 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -7948900.000000 Penalty: 5481.319824
	Iteration 10Q: 3 clusters Score -7948900 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -7949848.500000 Penalty: 5481.319824
	Iteration 11Q: 3 clusters Score -7949848 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -7950239.000000 Penalty: 5481.319824
	Iteration 12Q: 3 clusters Score -7950239 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -7950468.000000 Penalty: 5481.319824
	Iteration 13Q: 3 clusters Score -7950468 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -7950568.500000 Penalty: 5481.319824
	Iteration 14Q: 3 clusters Score -7950568 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -7950633.500000 Penalty: 5481.319824
	Iteration 15Q: 3 clusters Score -7950634 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -7950715.500000 Penalty: 5481.319824
	Iteration 16Q: 3 clusters Score -7950716 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -7950762.000000 Penalty: 5481.319824
	Iteration 17Q: 3 clusters Score -7950762 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -7950779.000000 Penalty: 5481.319824
	Iteration 18Q: 3 clusters Score -7950779 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -7950823.500000 Penalty: 5481.319824
	Iteration 19Q: 3 clusters Score -7950824 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -7950836.500000 Penalty: 5481.319824
	Iteration 20F: 3 clusters Score -7950836 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -7950889.500000 Penalty: 5481.319824
	Iteration 21Q: 3 clusters Score -7950890 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -7950919.000000 Penalty: 5481.319824
	Iteration 22Q: 3 clusters Score -7950919 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -7950945.500000 Penalty: 5481.319824
	Iteration 23Q: 3 clusters Score -7950946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -7950929.000000 Penalty: 5481.319824
	Iteration 24Q: 3 clusters Score -7950929 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -7950926.500000 Penalty: 5481.319824
	Iteration 25Q: 3 clusters Score -7950926 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -7950949.000000 Penalty: 5481.319824
	Iteration 26Q: 3 clusters Score -7950949 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -7950969.000000 Penalty: 5481.319824
	Iteration 27Q: 3 clusters Score -7950969 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -7950943.000000 Penalty: 5481.319824
	Iteration 28Q: 3 clusters Score -7950943 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -7950954.000000 Penalty: 5481.319824
	Iteration 29Q: 3 clusters Score -7950954 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -7950987.500000 Penalty: 5481.319824
	Iteration 30Q: 3 clusters Score -7950988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -7950991.500000 Penalty: 5481.319824
	Iteration 31Q: 3 clusters Score -7950992 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -7951018.500000 Penalty: 5481.319824
	Iteration 32Q: 3 clusters Score -7951018 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -7951021.000000 Penalty: 5481.319824
	Iteration 33Q: 3 clusters Score -7951021 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -7951023.500000 Penalty: 5481.319824
	Iteration 34Q: 3 clusters Score -7951024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -7951035.000000 Penalty: 5481.319824
	Iteration 35Q: 3 clusters Score -7951035 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -7951075.500000 Penalty: 5481.319824
	Iteration 36Q: 3 clusters Score -7951076 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -7951073.500000 Penalty: 5481.319824
	Iteration 37Q: 3 clusters Score -7951074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -7951092.500000 Penalty: 5481.319824
	Iteration 38Q: 3 clusters Score -7951092 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -7951091.000000 Penalty: 5481.319824
	Iteration 39Q: 3 clusters Score -7951091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -7951109.500000 Penalty: 5481.319824
	Iteration 40F: 3 clusters Score -7951110 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -7951119.000000 Penalty: 5481.319824
	Iteration 41Q: 3 clusters Score -7951119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -7951139.000000 Penalty: 5481.319824
	Iteration 42Q: 3 clusters Score -7951139 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -7951126.500000 Penalty: 5481.319824
	Iteration 43Q: 3 clusters Score -7951126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -7951130.000000 Penalty: 5481.319824
	Iteration 44Q: 3 clusters Score -7951130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -7951137.500000 Penalty: 5481.319824
	Iteration 45Q: 3 clusters Score -7951138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -7951144.500000 Penalty: 5481.319824
	Iteration 46Q: 3 clusters Score -7951144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -7951149.000000 Penalty: 5481.319824
	Iteration 47Q: 3 clusters Score -7951149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -7951131.500000 Penalty: 5481.319824
	Iteration 48Q: 3 clusters Score -7951132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -7951136.000000 Penalty: 5481.319824
	Iteration 49Q: 3 clusters Score -7951136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -7951136.000000 Penalty: 5481.319824
	Iteration 50Q: 3 clusters Score -7951136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -7951134.000000 Penalty: 5481.319824
	Iteration 51Q: 3 clusters Score -7951134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -7951132.000000 Penalty: 5481.319824
	Iteration 52Q: 3 clusters Score -7951132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -7951132.500000 Penalty: 5481.319824
	Iteration 53Q: 3 clusters Score -7951132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -7951129.500000 Penalty: 5481.319824
	Iteration 54Q: 3 clusters Score -7951130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -7951143.000000 Penalty: 5481.319824
	Iteration 55Q: 3 clusters Score -7951143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -7951159.000000 Penalty: 5481.319824
	Iteration 56Q: 3 clusters Score -7951159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -7951145.500000 Penalty: 5481.319824
	Iteration 57Q: 3 clusters Score -7951146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -7951151.500000 Penalty: 5481.319824
	Iteration 58Q: 3 clusters Score -7951152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -7951138.000000 Penalty: 5481.319824
	Iteration 59Q: 3 clusters Score -7951138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -7951136.500000 Penalty: 5481.319824
	Iteration 60F: 3 clusters Score -7951136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -7951137.000000 Penalty: 5481.319824
	Iteration 61Q: 3 clusters Score -7951137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -7951143.000000 Penalty: 5481.319824
	Iteration 62Q: 3 clusters Score -7951143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -7951133.000000 Penalty: 5481.319824
	Iteration 63Q: 3 clusters Score -7951133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -7951147.500000 Penalty: 5481.319824
	Iteration 64Q: 3 clusters Score -7951148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -7951142.500000 Penalty: 5481.319824
	Iteration 65Q: 3 clusters Score -7951142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -7951154.500000 Penalty: 5481.319824
	Iteration 66Q: 3 clusters Score -7951154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -7951148.000000 Penalty: 5481.319824
	Iteration 67Q: 3 clusters Score -7951148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -7951147.500000 Penalty: 5481.319824
	Iteration 68Q: 3 clusters Score -7951148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -7951147.500000 Penalty: 5481.319824
	Iteration 69F: 3 clusters Score -7951148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 14324 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 27057 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 20 contains 46351 members 
Mstep: Class 21 contains 79931 members 
Mstep: Class 22 contains 32868 members 
Entering Unmasked Estep 
Score: -77947520.000000 Penalty: 72840.367188
Splitting cluster 6 changes total score from -77943304.000000 to -77947520.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (6085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Entering Unmasked Estep 
Score: -736925.375000 Penalty: 2160.968262
	Iteration 0F: 2 clusters Score -736925.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -731804.500000 Penalty: 4321.936523
	Iteration 0F: 3 clusters Score -731804.5 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -733684.375000 Penalty: 4321.936523
	Iteration 1F: 3 clusters Score -733684.4 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -734521.937500 Penalty: 4321.936523
	Iteration 2F: 3 clusters Score -734521.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -735866.125000 Penalty: 4321.936523
	Iteration 3F: 3 clusters Score -735866.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -737471.750000 Penalty: 4321.936523
	Iteration 4F: 3 clusters Score -737471.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -738280.937500 Penalty: 4321.936523
	Iteration 5F: 3 clusters Score -738280.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -738665.375000 Penalty: 4321.936523
	Iteration 6Q: 3 clusters Score -738665.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -738799.500000 Penalty: 4321.936523
	Iteration 7Q: 3 clusters Score -738799.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -738878.000000 Penalty: 4321.936523
	Iteration 8Q: 3 clusters Score -738878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -738913.312500 Penalty: 4321.936523
	Iteration 9Q: 3 clusters Score -738913.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -738948.250000 Penalty: 4321.936523
	Iteration 10Q: 3 clusters Score -738948.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -738976.375000 Penalty: 4321.936523
	Iteration 11Q: 3 clusters Score -738976.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -739012.312500 Penalty: 4321.936523
	Iteration 12Q: 3 clusters Score -739012.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -739054.687500 Penalty: 4321.936523
	Iteration 13Q: 3 clusters Score -739054.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -739116.500000 Penalty: 4321.936523
	Iteration 14Q: 3 clusters Score -739116.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -739184.937500 Penalty: 4321.936523
	Iteration 15Q: 3 clusters Score -739184.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -739245.062500 Penalty: 4321.936523
	Iteration 16Q: 3 clusters Score -739245.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -739294.812500 Penalty: 4321.936523
	Iteration 17Q: 3 clusters Score -739294.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -739322.062500 Penalty: 4321.936523
	Iteration 18Q: 3 clusters Score -739322.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -739353.250000 Penalty: 4321.936523
	Iteration 19Q: 3 clusters Score -739353.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -739398.812500 Penalty: 4321.936523
	Iteration 20F: 3 clusters Score -739398.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -739429.312500 Penalty: 4321.936523
	Iteration 21Q: 3 clusters Score -739429.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -739460.312500 Penalty: 4321.936523
	Iteration 22Q: 3 clusters Score -739460.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -739492.937500 Penalty: 4321.936523
	Iteration 23Q: 3 clusters Score -739492.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -739512.062500 Penalty: 4321.936523
	Iteration 24Q: 3 clusters Score -739512.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -739519.062500 Penalty: 4321.936523
	Iteration 25Q: 3 clusters Score -739519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -739523.250000 Penalty: 4321.936523
	Iteration 26Q: 3 clusters Score -739523.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -739530.062500 Penalty: 4321.936523
	Iteration 27Q: 3 clusters Score -739530.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -739532.000000 Penalty: 4321.936523
	Iteration 28Q: 3 clusters Score -739532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -739535.562500 Penalty: 4321.936523
	Iteration 29Q: 3 clusters Score -739535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -739538.312500 Penalty: 4321.936523
	Iteration 30Q: 3 clusters Score -739538.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -739540.875000 Penalty: 4321.936523
	Iteration 31Q: 3 clusters Score -739540.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -739545.312500 Penalty: 4321.936523
	Iteration 32Q: 3 clusters Score -739545.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -739549.312500 Penalty: 4321.936523
	Iteration 33Q: 3 clusters Score -739549.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -739551.562500 Penalty: 4321.936523
	Iteration 34Q: 3 clusters Score -739551.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -739555.625000 Penalty: 4321.936523
	Iteration 35Q: 3 clusters Score -739555.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -739559.187500 Penalty: 4321.936523
	Iteration 36Q: 3 clusters Score -739559.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -739569.812500 Penalty: 4321.936523
	Iteration 37Q: 3 clusters Score -739569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -739580.750000 Penalty: 4321.936523
	Iteration 38Q: 3 clusters Score -739580.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -739588.375000 Penalty: 4321.936523
	Iteration 39Q: 3 clusters Score -739588.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -739596.125000 Penalty: 4321.936523
	Iteration 40F: 3 clusters Score -739596.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -739602.875000 Penalty: 4321.936523
	Iteration 41Q: 3 clusters Score -739602.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -739609.812500 Penalty: 4321.936523
	Iteration 42Q: 3 clusters Score -739609.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -739614.375000 Penalty: 4321.936523
	Iteration 43Q: 3 clusters Score -739614.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -739619.750000 Penalty: 4321.936523
	Iteration 44Q: 3 clusters Score -739619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -739624.312500 Penalty: 4321.936523
	Iteration 45Q: 3 clusters Score -739624.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -739628.562500 Penalty: 4321.936523
	Iteration 46Q: 3 clusters Score -739628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -739638.125000 Penalty: 4321.936523
	Iteration 47Q: 3 clusters Score -739638.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -739647.375000 Penalty: 4321.936523
	Iteration 48Q: 3 clusters Score -739647.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -739659.687500 Penalty: 4321.936523
	Iteration 49Q: 3 clusters Score -739659.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -739664.250000 Penalty: 4321.936523
	Iteration 50Q: 3 clusters Score -739664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -739667.750000 Penalty: 4321.936523
	Iteration 51Q: 3 clusters Score -739667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -739669.250000 Penalty: 4321.936523
	Iteration 52Q: 3 clusters Score -739669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -739670.187500 Penalty: 4321.936523
	Iteration 53Q: 3 clusters Score -739670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -739672.187500 Penalty: 4321.936523
	Iteration 54Q: 3 clusters Score -739672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -739673.562500 Penalty: 4321.936523
	Iteration 55Q: 3 clusters Score -739673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -739673.125000 Penalty: 4321.936523
	Iteration 56Q: 3 clusters Score -739673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -739674.250000 Penalty: 4321.936523
	Iteration 57Q: 3 clusters Score -739674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -739674.250000 Penalty: 4321.936523
	Iteration 58F: 3 clusters Score -739674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 14324 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 27057 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 20 contains 46351 members 
Mstep: Class 21 contains 79931 members 
Mstep: Class 22 contains 32868 members 
Mstep: Class 23 contains 2537 members 
Entering Unmasked Estep 
Score: -77949528.000000 Penalty: 76151.289062
Splitting cluster 7 changes total score from -77943304.000000 to -77949528.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (75400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Entering Unmasked Estep 
Score: -9676427.000000 Penalty: 2785.179443
	Iteration 0F: 2 clusters Score -9676427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -9626150.000000 Penalty: 5570.358887
	Iteration 0F: 3 clusters Score -9626150 nChanged 35201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -9645931.000000 Penalty: 5570.358887
	Iteration 1F: 3 clusters Score -9645931 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -9646833.000000 Penalty: 5570.358887
	Iteration 2Q: 3 clusters Score -9646833 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -9648020.000000 Penalty: 5570.358887
	Iteration 3Q: 3 clusters Score -9648020 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -9649737.000000 Penalty: 5570.358887
	Iteration 4Q: 3 clusters Score -9649737 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -9652176.000000 Penalty: 5570.358887
	Iteration 5F: 3 clusters Score -9652176 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -9655471.000000 Penalty: 5570.358887
	Iteration 6F: 3 clusters Score -9655471 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -9659183.000000 Penalty: 5570.358887
	Iteration 7F: 3 clusters Score -9659183 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -9662466.000000 Penalty: 5570.358887
	Iteration 8F: 3 clusters Score -9662466 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -9664960.000000 Penalty: 5570.358887
	Iteration 9F: 3 clusters Score -9664960 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -9666900.000000 Penalty: 5570.358887
	Iteration 10Q: 3 clusters Score -9666900 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -9668312.000000 Penalty: 5570.358887
	Iteration 11Q: 3 clusters Score -9668312 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -9669529.000000 Penalty: 5570.358887
	Iteration 12Q: 3 clusters Score -9669529 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -9670705.000000 Penalty: 5570.358887
	Iteration 13Q: 3 clusters Score -9670705 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -9671596.000000 Penalty: 5570.358887
	Iteration 14Q: 3 clusters Score -9671596 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -9672294.000000 Penalty: 5570.358887
	Iteration 15Q: 3 clusters Score -9672294 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9672819.000000 Penalty: 5570.358887
	Iteration 16Q: 3 clusters Score -9672819 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9673160.000000 Penalty: 5570.358887
	Iteration 17Q: 3 clusters Score -9673160 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9673410.000000 Penalty: 5570.358887
	Iteration 18Q: 3 clusters Score -9673410 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9673586.000000 Penalty: 5570.358887
	Iteration 19Q: 3 clusters Score -9673586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9673694.000000 Penalty: 5570.358887
	Iteration 20F: 3 clusters Score -9673694 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9673757.000000 Penalty: 5570.358887
	Iteration 21Q: 3 clusters Score -9673757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9673842.000000 Penalty: 5570.358887
	Iteration 22Q: 3 clusters Score -9673842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9673895.000000 Penalty: 5570.358887
	Iteration 23Q: 3 clusters Score -9673895 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9673913.000000 Penalty: 5570.358887
	Iteration 24Q: 3 clusters Score -9673913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9673939.000000 Penalty: 5570.358887
	Iteration 25Q: 3 clusters Score -9673939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9673960.000000 Penalty: 5570.358887
	Iteration 26Q: 3 clusters Score -9673960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9673966.000000 Penalty: 5570.358887
	Iteration 27Q: 3 clusters Score -9673966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9673976.000000 Penalty: 5570.358887
	Iteration 28Q: 3 clusters Score -9673976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9674015.000000 Penalty: 5570.358887
	Iteration 29Q: 3 clusters Score -9674015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9674013.000000 Penalty: 5570.358887
	Iteration 30Q: 3 clusters Score -9674013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9674012.000000 Penalty: 5570.358887
	Iteration 31Q: 3 clusters Score -9674012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74843 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9674025.000000 Penalty: 5570.358887
	Iteration 32Q: 3 clusters Score -9674025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9674022.000000 Penalty: 5570.358887
	Iteration 33Q: 3 clusters Score -9674022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9674020.000000 Penalty: 5570.358887
	Iteration 34Q: 3 clusters Score -9674020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9674019.000000 Penalty: 5570.358887
	Iteration 35Q: 3 clusters Score -9674019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9674029.000000 Penalty: 5570.358887
	Iteration 36Q: 3 clusters Score -9674029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9674029.000000 Penalty: 5570.358887
	Iteration 37F: 3 clusters Score -9674029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Entering Unmasked Estep 
Score: -14002535.000000 Penalty: 2879.771973
	Iteration 0F: 2 clusters Score -1.400254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -13928605.000000 Penalty: 5759.543945
	Iteration 0F: 3 clusters Score -1.39286e+07 nChanged 52498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -13958720.000000 Penalty: 5759.543945
	Iteration 1F: 3 clusters Score -1.395872e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -13960135.000000 Penalty: 5759.543945
	Iteration 2Q: 3 clusters Score -1.396014e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -13962707.000000 Penalty: 5759.543945
	Iteration 3Q: 3 clusters Score -1.396271e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -13967489.000000 Penalty: 5759.543945
	Iteration 4F: 3 clusters Score -1.396749e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -13974661.000000 Penalty: 5759.543945
	Iteration 5F: 3 clusters Score -1.397466e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -13981831.000000 Penalty: 5759.543945
	Iteration 6F: 3 clusters Score -1.398183e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -13986785.000000 Penalty: 5759.543945
	Iteration 7F: 3 clusters Score -1.398678e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -13989682.000000 Penalty: 5759.543945
	Iteration 8F: 3 clusters Score -1.398968e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -13991470.000000 Penalty: 5759.543945
	Iteration 9Q: 3 clusters Score -1.399147e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -13992853.000000 Penalty: 5759.543945
	Iteration 10Q: 3 clusters Score -1.399285e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -13994202.000000 Penalty: 5759.543945
	Iteration 11Q: 3 clusters Score -1.39942e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -13995343.000000 Penalty: 5759.543945
	Iteration 12Q: 3 clusters Score -1.399534e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -13996516.000000 Penalty: 5759.543945
	Iteration 13Q: 3 clusters Score -1.399652e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -13997629.000000 Penalty: 5759.543945
	Iteration 14Q: 3 clusters Score -1.399763e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 102586 members 
Entering Unmasked Estep 
Score: -13998579.000000 Penalty: 5759.543945
	Iteration 15Q: 3 clusters Score -1.399858e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 104051 members 
Entering Unmasked Estep 
Score: -13999353.000000 Penalty: 5759.543945
	Iteration 16Q: 3 clusters Score -1.399935e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 105201 members 
Entering Unmasked Estep 
Score: -13999908.000000 Penalty: 5759.543945
	Iteration 17Q: 3 clusters Score -1.399991e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -14000268.000000 Penalty: 5759.543945
	Iteration 18Q: 3 clusters Score -1.400027e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 106691 members 
Entering Unmasked Estep 
Score: -14000658.000000 Penalty: 5759.543945
	Iteration 19Q: 3 clusters Score -1.400066e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
Score: -14000910.000000 Penalty: 5759.543945
	Iteration 20F: 3 clusters Score -1.400091e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 107476 members 
Entering Unmasked Estep 
Score: -14001071.000000 Penalty: 5759.543945
	Iteration 21Q: 3 clusters Score -1.400107e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -14001188.000000 Penalty: 5759.543945
	Iteration 22Q: 3 clusters Score -1.400119e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -14001316.000000 Penalty: 5759.543945
	Iteration 23Q: 3 clusters Score -1.400132e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 108040 members 
Entering Unmasked Estep 
Score: -14001318.000000 Penalty: 5759.543945
	Iteration 24Q: 3 clusters Score -1.400132e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -14001349.000000 Penalty: 5759.543945
	Iteration 25Q: 3 clusters Score -1.400135e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 108202 members 
Entering Unmasked Estep 
Score: -14001366.000000 Penalty: 5759.543945
	Iteration 26Q: 3 clusters Score -1.400137e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -14001391.000000 Penalty: 5759.543945
	Iteration 27Q: 3 clusters Score -1.400139e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -14001396.000000 Penalty: 5759.543945
	Iteration 28Q: 3 clusters Score -1.40014e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -14001408.000000 Penalty: 5759.543945
	Iteration 29Q: 3 clusters Score -1.400141e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -14001461.000000 Penalty: 5759.543945
	Iteration 30Q: 3 clusters Score -1.400146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 108401 members 
Entering Unmasked Estep 
Score: -14001461.000000 Penalty: 5759.543945
	Iteration 31Q: 3 clusters Score -1.400146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -14001465.000000 Penalty: 5759.543945
	Iteration 32Q: 3 clusters Score -1.400146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -14001471.000000 Penalty: 5759.543945
	Iteration 33Q: 3 clusters Score -1.400147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 108438 members 
Entering Unmasked Estep 
Score: -14001475.000000 Penalty: 5759.543945
	Iteration 34Q: 3 clusters Score -1.400148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 108453 members 
Entering Unmasked Estep 
Score: -14001453.000000 Penalty: 5759.543945
	Iteration 35Q: 3 clusters Score -1.400145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -14001457.000000 Penalty: 5759.543945
	Iteration 36Q: 3 clusters Score -1.400146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 108473 members 
Entering Unmasked Estep 
Score: -14001458.000000 Penalty: 5759.543945
	Iteration 37Q: 3 clusters Score -1.400146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 108477 members 
Entering Unmasked Estep 
Score: -14001472.000000 Penalty: 5759.543945
	Iteration 38Q: 3 clusters Score -1.400147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 108479 members 
Entering Unmasked Estep 
Score: -14001478.000000 Penalty: 5759.543945
	Iteration 39Q: 3 clusters Score -1.400148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 108482 members 
Entering Unmasked Estep 
Score: -14001472.000000 Penalty: 5759.543945
	Iteration 40F: 3 clusters Score -1.400147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 108484 members 
Entering Unmasked Estep 
Score: -14001471.000000 Penalty: 5759.543945
	Iteration 41Q: 3 clusters Score -1.400147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 108485 members 
Entering Unmasked Estep 
Score: -14001472.000000 Penalty: 5759.543945
	Iteration 42Q: 3 clusters Score -1.400147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 108486 members 
Entering Unmasked Estep 
Score: -14001479.000000 Penalty: 5759.543945
	Iteration 43Q: 3 clusters Score -1.400148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 108489 members 
Entering Unmasked Estep 
Score: -14001482.000000 Penalty: 5759.543945
	Iteration 44Q: 3 clusters Score -1.400148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -14001486.000000 Penalty: 5759.543945
	Iteration 45Q: 3 clusters Score -1.400149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 108493 members 
Entering Unmasked Estep 
Score: -14001488.000000 Penalty: 5759.543945
	Iteration 46Q: 3 clusters Score -1.400149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -14001490.000000 Penalty: 5759.543945
	Iteration 47Q: 3 clusters Score -1.400149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -14001488.000000 Penalty: 5759.543945
	Iteration 48Q: 3 clusters Score -1.400149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -14001488.000000 Penalty: 5759.543945
	Iteration 49Q: 3 clusters Score -1.400149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -14001484.000000 Penalty: 5759.543945
	Iteration 50Q: 3 clusters Score -1.400148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -14001484.000000 Penalty: 5759.543945
	Iteration 51F: 3 clusters Score -1.400148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -380029.218750 Penalty: 1992.749268
	Iteration 0F: 2 clusters Score -380029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -376705.625000 Penalty: 3985.498535
	Iteration 0F: 3 clusters Score -376705.6 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -377363.218750 Penalty: 3985.498535
	Iteration 1F: 3 clusters Score -377363.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -377516.500000 Penalty: 3985.498535
	Iteration 2F: 3 clusters Score -377516.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -377624.250000 Penalty: 3985.498535
	Iteration 3Q: 3 clusters Score -377624.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -377706.281250 Penalty: 3985.498535
	Iteration 4Q: 3 clusters Score -377706.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -377750.312500 Penalty: 3985.498535
	Iteration 5Q: 3 clusters Score -377750.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -377792.343750 Penalty: 3985.498535
	Iteration 6Q: 3 clusters Score -377792.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -377834.156250 Penalty: 3985.498535
	Iteration 7Q: 3 clusters Score -377834.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -377875.968750 Penalty: 3985.498535
	Iteration 8Q: 3 clusters Score -377876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -377921.968750 Penalty: 3985.498535
	Iteration 9Q: 3 clusters Score -377922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -377959.937500 Penalty: 3985.498535
	Iteration 10Q: 3 clusters Score -377959.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -377983.250000 Penalty: 3985.498535
	Iteration 11Q: 3 clusters Score -377983.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -378003.343750 Penalty: 3985.498535
	Iteration 12Q: 3 clusters Score -378003.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -378022.937500 Penalty: 3985.498535
	Iteration 13Q: 3 clusters Score -378022.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -378038.750000 Penalty: 3985.498535
	Iteration 14Q: 3 clusters Score -378038.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -378049.718750 Penalty: 3985.498535
	Iteration 15Q: 3 clusters Score -378049.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -378058.125000 Penalty: 3985.498535
	Iteration 16Q: 3 clusters Score -378058.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -378064.687500 Penalty: 3985.498535
	Iteration 17Q: 3 clusters Score -378064.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -378074.687500 Penalty: 3985.498535
	Iteration 18Q: 3 clusters Score -378074.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -378085.906250 Penalty: 3985.498535
	Iteration 19Q: 3 clusters Score -378085.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -378101.406250 Penalty: 3985.498535
	Iteration 20F: 3 clusters Score -378101.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -378117.875000 Penalty: 3985.498535
	Iteration 21Q: 3 clusters Score -378117.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -378132.437500 Penalty: 3985.498535
	Iteration 22Q: 3 clusters Score -378132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -378139.781250 Penalty: 3985.498535
	Iteration 23Q: 3 clusters Score -378139.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -378151.468750 Penalty: 3985.498535
	Iteration 24Q: 3 clusters Score -378151.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -378163.781250 Penalty: 3985.498535
	Iteration 25Q: 3 clusters Score -378163.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -378170.156250 Penalty: 3985.498535
	Iteration 26Q: 3 clusters Score -378170.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -378174.562500 Penalty: 3985.498535
	Iteration 27Q: 3 clusters Score -378174.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -378175.593750 Penalty: 3985.498535
	Iteration 28Q: 3 clusters Score -378175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -378176.687500 Penalty: 3985.498535
	Iteration 29Q: 3 clusters Score -378176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -378176.687500 Penalty: 3985.498535
	Iteration 30F: 3 clusters Score -378176.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Entering Unmasked Estep 
Score: -1816213.500000 Penalty: 2373.283447
	Iteration 0F: 2 clusters Score -1816214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1805986.125000 Penalty: 4746.566895
	Iteration 0F: 3 clusters Score -1805986 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1812940.875000 Penalty: 4746.566895
	Iteration 1F: 3 clusters Score -1812941 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1821495.750000 Penalty: 4746.566895
	Iteration 2F: 3 clusters Score -1821496 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1827988.500000 Penalty: 4746.566895
	Iteration 3F: 3 clusters Score -1827988 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1829487.000000 Penalty: 4746.566895
	Iteration 4F: 3 clusters Score -1829487 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1829651.250000 Penalty: 4746.566895
	Iteration 5Q: 3 clusters Score -1829651 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1829684.250000 Penalty: 4746.566895
	Iteration 6Q: 3 clusters Score -1829684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1829688.250000 Penalty: 4746.566895
	Iteration 7Q: 3 clusters Score -1829688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1829689.000000 Penalty: 4746.566895
	Iteration 8Q: 3 clusters Score -1829689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1829690.000000 Penalty: 4746.566895
	Iteration 9Q: 3 clusters Score -1829690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1829690.000000 Penalty: 4746.566895
	Iteration 10F: 3 clusters Score -1829690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 27057 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 20 contains 46351 members 
Mstep: Class 21 contains 79931 members 
Mstep: Class 22 contains 32868 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 9135 members 
Entering Unmasked Estep 
Score: -77962184.000000 Penalty: 79462.218750
Splitting cluster 12 changes total score from -77943304.000000 to -77962184.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -187365.531250 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -187365.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -185152.781250 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -185152.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -186750.921875 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -186750.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -188373.703125 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -188373.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -189161.593750 Penalty: 3680.012695
	Iteration 3F: 3 clusters Score -189161.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -189318.984375 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -189319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -189381.359375 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -189381.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -189412.843750 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -189412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -189438.703125 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -189438.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -189529.765625 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -189529.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -189638.062500 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -189638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -189706.171875 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -189706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -189717.609375 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -189717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -189720.796875 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -189720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -189727.421875 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -189727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -189732.375000 Penalty: 3680.012695
	Iteration 14F: 3 clusters Score -189732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -189761.531250 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -189761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -189908.843750 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -189908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -190336.187500 Penalty: 3680.012695
	Iteration 17Q: 3 clusters Score -190336.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -191023.109375 Penalty: 3680.012695
	Iteration 18Q: 3 clusters Score -191023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -191028.015625 Penalty: 3680.012695
	Iteration 19Q: 3 clusters Score -191028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -191028.015625 Penalty: 3680.012695
	Iteration 20F: 3 clusters Score -191028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 27057 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 20 contains 46351 members 
Mstep: Class 21 contains 79931 members 
Mstep: Class 22 contains 32868 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 9135 members 
Mstep: Class 25 contains 419 members 
Entering Unmasked Estep 
Score: -77964360.000000 Penalty: 82773.140625
Splitting cluster 13 changes total score from -77943304.000000 to -77964360.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -367322.937500 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -367322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -364031.406250 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -364031.4 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -364770.375000 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -364770.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -365074.875000 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -365074.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -365231.750000 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -365231.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -365356.437500 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -365356.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -365458.562500 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -365458.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -365534.125000 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -365534.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -365590.437500 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -365590.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -365651.781250 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -365651.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -365691.218750 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -365691.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -365734.781250 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -365734.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -365783.656250 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -365783.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -365832.125000 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -365832.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -365888.000000 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -365888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -365935.687500 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -365935.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -365983.875000 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -365983.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -366024.937500 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -366024.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -366054.281250 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -366054.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -366077.718750 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -366077.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -366091.750000 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -366091.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -366101.687500 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -366101.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -366119.250000 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -366119.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -366131.593750 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -366131.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -366145.625000 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -366145.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -366163.656250 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -366163.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -366177.937500 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -366177.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -366189.906250 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -366189.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -366202.031250 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -366202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -366214.125000 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -366214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -366218.937500 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -366218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -366222.562500 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -366222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -366224.343750 Penalty: 3983.405762
	Iteration 31Q: 3 clusters Score -366224.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -366226.031250 Penalty: 3983.405762
	Iteration 32Q: 3 clusters Score -366226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -366227.718750 Penalty: 3983.405762
	Iteration 33Q: 3 clusters Score -366227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -366227.656250 Penalty: 3983.405762
	Iteration 34Q: 3 clusters Score -366227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -366228.250000 Penalty: 3983.405762
	Iteration 35Q: 3 clusters Score -366228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -366228.250000 Penalty: 3983.405762
	Iteration 36F: 3 clusters Score -366228.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Entering Unmasked Estep 
Score: -1305024.500000 Penalty: 2298.146729
	Iteration 0F: 2 clusters Score -1305024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1297039.625000 Penalty: 4596.293457
	Iteration 0F: 3 clusters Score -1297040 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1299364.125000 Penalty: 4596.293457
	Iteration 1F: 3 clusters Score -1299364 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1299723.500000 Penalty: 4596.293457
	Iteration 2F: 3 clusters Score -1299724 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1300023.125000 Penalty: 4596.293457
	Iteration 3F: 3 clusters Score -1300023 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1300318.125000 Penalty: 4596.293457
	Iteration 4Q: 3 clusters Score -1300318 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1300644.625000 Penalty: 4596.293457
	Iteration 5Q: 3 clusters Score -1300645 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1300960.750000 Penalty: 4596.293457
	Iteration 6Q: 3 clusters Score -1300961 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1301277.000000 Penalty: 4596.293457
	Iteration 7Q: 3 clusters Score -1301277 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1301583.750000 Penalty: 4596.293457
	Iteration 8Q: 3 clusters Score -1301584 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1301825.000000 Penalty: 4596.293457
	Iteration 9Q: 3 clusters Score -1301825 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1302025.500000 Penalty: 4596.293457
	Iteration 10Q: 3 clusters Score -1302026 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1302181.625000 Penalty: 4596.293457
	Iteration 11Q: 3 clusters Score -1302182 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1302300.000000 Penalty: 4596.293457
	Iteration 12Q: 3 clusters Score -1302300 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1302379.875000 Penalty: 4596.293457
	Iteration 13Q: 3 clusters Score -1302380 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1302433.625000 Penalty: 4596.293457
	Iteration 14Q: 3 clusters Score -1302434 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1302473.875000 Penalty: 4596.293457
	Iteration 15Q: 3 clusters Score -1302474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1302500.250000 Penalty: 4596.293457
	Iteration 16Q: 3 clusters Score -1302500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1302515.125000 Penalty: 4596.293457
	Iteration 17Q: 3 clusters Score -1302515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1302526.000000 Penalty: 4596.293457
	Iteration 18Q: 3 clusters Score -1302526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1302531.750000 Penalty: 4596.293457
	Iteration 19Q: 3 clusters Score -1302532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1302537.875000 Penalty: 4596.293457
	Iteration 20F: 3 clusters Score -1302538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1302541.750000 Penalty: 4596.293457
	Iteration 21Q: 3 clusters Score -1302542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1302541.750000 Penalty: 4596.293457
	Iteration 22Q: 3 clusters Score -1302542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1302547.375000 Penalty: 4596.293457
	Iteration 23Q: 3 clusters Score -1302547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1302548.125000 Penalty: 4596.293457
	Iteration 24Q: 3 clusters Score -1302548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1302551.625000 Penalty: 4596.293457
	Iteration 25Q: 3 clusters Score -1302552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1302554.250000 Penalty: 4596.293457
	Iteration 26Q: 3 clusters Score -1302554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1302555.750000 Penalty: 4596.293457
	Iteration 27Q: 3 clusters Score -1302556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1302556.875000 Penalty: 4596.293457
	Iteration 28Q: 3 clusters Score -1302557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1302560.125000 Penalty: 4596.293457
	Iteration 29Q: 3 clusters Score -1302560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1302564.000000 Penalty: 4596.293457
	Iteration 30Q: 3 clusters Score -1302564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1302564.375000 Penalty: 4596.293457
	Iteration 31Q: 3 clusters Score -1302564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1302563.375000 Penalty: 4596.293457
	Iteration 32Q: 3 clusters Score -1302563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1302563.750000 Penalty: 4596.293457
	Iteration 33Q: 3 clusters Score -1302564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1302563.125000 Penalty: 4596.293457
	Iteration 34Q: 3 clusters Score -1302563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1302566.000000 Penalty: 4596.293457
	Iteration 35Q: 3 clusters Score -1302566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1302567.625000 Penalty: 4596.293457
	Iteration 36Q: 3 clusters Score -1302568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1302567.125000 Penalty: 4596.293457
	Iteration 37Q: 3 clusters Score -1302567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1302569.875000 Penalty: 4596.293457
	Iteration 38Q: 3 clusters Score -1302570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1302569.125000 Penalty: 4596.293457
	Iteration 39Q: 3 clusters Score -1302569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1302568.125000 Penalty: 4596.293457
	Iteration 40F: 3 clusters Score -1302568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1302567.250000 Penalty: 4596.293457
	Iteration 41Q: 3 clusters Score -1302567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1302569.750000 Penalty: 4596.293457
	Iteration 42Q: 3 clusters Score -1302570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1302565.750000 Penalty: 4596.293457
	Iteration 43Q: 3 clusters Score -1302566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1302565.750000 Penalty: 4596.293457
	Iteration 44F: 3 clusters Score -1302566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Entering Unmasked Estep 
Score: -3145108.750000 Penalty: 2531.013916
	Iteration 0F: 2 clusters Score -3145109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3126711.000000 Penalty: 5062.027832
	Iteration 0F: 3 clusters Score -3126711 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3134585.000000 Penalty: 5062.027832
	Iteration 1F: 3 clusters Score -3134585 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3136268.750000 Penalty: 5062.027832
	Iteration 2F: 3 clusters Score -3136269 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3137984.500000 Penalty: 5062.027832
	Iteration 3F: 3 clusters Score -3137984 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3139259.750000 Penalty: 5062.027832
	Iteration 4F: 3 clusters Score -3139260 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3140144.250000 Penalty: 5062.027832
	Iteration 5F: 3 clusters Score -3140144 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3140733.000000 Penalty: 5062.027832
	Iteration 6Q: 3 clusters Score -3140733 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3141146.750000 Penalty: 5062.027832
	Iteration 7Q: 3 clusters Score -3141147 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3141470.000000 Penalty: 5062.027832
	Iteration 8Q: 3 clusters Score -3141470 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3141795.000000 Penalty: 5062.027832
	Iteration 9Q: 3 clusters Score -3141795 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3142091.250000 Penalty: 5062.027832
	Iteration 10Q: 3 clusters Score -3142091 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3142417.000000 Penalty: 5062.027832
	Iteration 11Q: 3 clusters Score -3142417 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3142821.750000 Penalty: 5062.027832
	Iteration 12Q: 3 clusters Score -3142822 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3143255.500000 Penalty: 5062.027832
	Iteration 13Q: 3 clusters Score -3143256 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3143679.750000 Penalty: 5062.027832
	Iteration 14Q: 3 clusters Score -3143680 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3144085.500000 Penalty: 5062.027832
	Iteration 15Q: 3 clusters Score -3144086 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3144484.750000 Penalty: 5062.027832
	Iteration 16Q: 3 clusters Score -3144485 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3144798.750000 Penalty: 5062.027832
	Iteration 17Q: 3 clusters Score -3144799 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3145041.000000 Penalty: 5062.027832
	Iteration 18Q: 3 clusters Score -3145041 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3145213.000000 Penalty: 5062.027832
	Iteration 19Q: 3 clusters Score -3145213 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3145330.500000 Penalty: 5062.027832
	Iteration 20F: 3 clusters Score -3145330 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3145394.750000 Penalty: 5062.027832
	Iteration 21Q: 3 clusters Score -3145395 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3145463.750000 Penalty: 5062.027832
	Iteration 22Q: 3 clusters Score -3145464 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3145503.000000 Penalty: 5062.027832
	Iteration 23Q: 3 clusters Score -3145503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3145523.000000 Penalty: 5062.027832
	Iteration 24Q: 3 clusters Score -3145523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3145536.000000 Penalty: 5062.027832
	Iteration 25Q: 3 clusters Score -3145536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3145550.750000 Penalty: 5062.027832
	Iteration 26Q: 3 clusters Score -3145551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3145555.250000 Penalty: 5062.027832
	Iteration 27Q: 3 clusters Score -3145555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3145558.500000 Penalty: 5062.027832
	Iteration 28Q: 3 clusters Score -3145558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3145559.750000 Penalty: 5062.027832
	Iteration 29Q: 3 clusters Score -3145560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3145558.250000 Penalty: 5062.027832
	Iteration 30Q: 3 clusters Score -3145558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3145553.500000 Penalty: 5062.027832
	Iteration 31Q: 3 clusters Score -3145554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3145556.500000 Penalty: 5062.027832
	Iteration 32Q: 3 clusters Score -3145556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3145556.500000 Penalty: 5062.027832
	Iteration 33F: 3 clusters Score -3145556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 20 contains 46351 members 
Mstep: Class 21 contains 79931 members 
Mstep: Class 22 contains 32868 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 9135 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 25628 members 
Entering Unmasked Estep 
Score: -77964072.000000 Penalty: 86084.070312
Splitting cluster 16 changes total score from -77943304.000000 to -77964072.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (3081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Entering Unmasked Estep 
Score: -346952.312500 Penalty: 1992.186401
	Iteration 0F: 2 clusters Score -346952.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -343789.312500 Penalty: 3984.372803
	Iteration 0F: 3 clusters Score -343789.3 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -345111.625000 Penalty: 3984.372803
	Iteration 1F: 3 clusters Score -345111.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -345830.468750 Penalty: 3984.372803
	Iteration 2F: 3 clusters Score -345830.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -346682.000000 Penalty: 3984.372803
	Iteration 3F: 3 clusters Score -346682 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -347569.906250 Penalty: 3984.372803
	Iteration 4F: 3 clusters Score -347569.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -348366.875000 Penalty: 3984.372803
	Iteration 5F: 3 clusters Score -348366.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -348658.468750 Penalty: 3984.372803
	Iteration 6F: 3 clusters Score -348658.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -348732.812500 Penalty: 3984.372803
	Iteration 7Q: 3 clusters Score -348732.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -348747.781250 Penalty: 3984.372803
	Iteration 8Q: 3 clusters Score -348747.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -348754.968750 Penalty: 3984.372803
	Iteration 9Q: 3 clusters Score -348755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -348755.156250 Penalty: 3984.372803
	Iteration 10Q: 3 clusters Score -348755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -348755.406250 Penalty: 3984.372803
	Iteration 11Q: 3 clusters Score -348755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -348755.406250 Penalty: 3984.372803
	Iteration 12F: 3 clusters Score -348755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 20 contains 46351 members 
Mstep: Class 21 contains 79931 members 
Mstep: Class 22 contains 32868 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 9135 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 25628 members 
Mstep: Class 27 contains 1269 members 
Entering Unmasked Estep 
Score: -77964712.000000 Penalty: 89394.992188
Splitting cluster 17 changes total score from -77943304.000000 to -77964712.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (9322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Entering Unmasked Estep 
Score: -1190868.250000 Penalty: 2266.752930
	Iteration 0F: 2 clusters Score -1190868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1183643.250000 Penalty: 4533.505859
	Iteration 0F: 3 clusters Score -1183643 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1185855.625000 Penalty: 4533.505859
	Iteration 1F: 3 clusters Score -1185856 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1186495.125000 Penalty: 4533.505859
	Iteration 2F: 3 clusters Score -1186495 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1187291.125000 Penalty: 4533.505859
	Iteration 3F: 3 clusters Score -1187291 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1188196.125000 Penalty: 4533.505859
	Iteration 4F: 3 clusters Score -1188196 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1189048.125000 Penalty: 4533.505859
	Iteration 5F: 3 clusters Score -1189048 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1189658.500000 Penalty: 4533.505859
	Iteration 6F: 3 clusters Score -1189658 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1190062.000000 Penalty: 4533.505859
	Iteration 7Q: 3 clusters Score -1190062 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1190320.375000 Penalty: 4533.505859
	Iteration 8Q: 3 clusters Score -1190320 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1190457.875000 Penalty: 4533.505859
	Iteration 9Q: 3 clusters Score -1190458 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1190583.625000 Penalty: 4533.505859
	Iteration 10Q: 3 clusters Score -1190584 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1190695.500000 Penalty: 4533.505859
	Iteration 11Q: 3 clusters Score -1190696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1190751.375000 Penalty: 4533.505859
	Iteration 12Q: 3 clusters Score -1190751 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1190791.250000 Penalty: 4533.505859
	Iteration 13Q: 3 clusters Score -1190791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1190808.000000 Penalty: 4533.505859
	Iteration 14Q: 3 clusters Score -1190808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1190821.125000 Penalty: 4533.505859
	Iteration 15Q: 3 clusters Score -1190821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1190824.500000 Penalty: 4533.505859
	Iteration 16Q: 3 clusters Score -1190824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1190833.375000 Penalty: 4533.505859
	Iteration 17Q: 3 clusters Score -1190833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1190836.125000 Penalty: 4533.505859
	Iteration 18Q: 3 clusters Score -1190836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1190837.750000 Penalty: 4533.505859
	Iteration 19Q: 3 clusters Score -1190838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1190843.125000 Penalty: 4533.505859
	Iteration 20F: 3 clusters Score -1190843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1190843.500000 Penalty: 4533.505859
	Iteration 21Q: 3 clusters Score -1190844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1190843.125000 Penalty: 4533.505859
	Iteration 22Q: 3 clusters Score -1190843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1190843.125000 Penalty: 4533.505859
	Iteration 23F: 3 clusters Score -1190843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Entering Unmasked Estep 
Score: -3148866.000000 Penalty: 2514.137207
	Iteration 0F: 2 clusters Score -3148866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3131524.000000 Penalty: 5028.274414
	Iteration 0F: 3 clusters Score -3131524 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3138515.000000 Penalty: 5028.274414
	Iteration 1F: 3 clusters Score -3138515 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3139885.000000 Penalty: 5028.274414
	Iteration 2F: 3 clusters Score -3139885 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3141353.000000 Penalty: 5028.274414
	Iteration 3F: 3 clusters Score -3141353 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3142766.750000 Penalty: 5028.274414
	Iteration 4F: 3 clusters Score -3142767 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3144032.250000 Penalty: 5028.274414
	Iteration 5F: 3 clusters Score -3144032 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3145128.000000 Penalty: 5028.274414
	Iteration 6F: 3 clusters Score -3145128 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3146021.500000 Penalty: 5028.274414
	Iteration 7F: 3 clusters Score -3146022 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3146643.250000 Penalty: 5028.274414
	Iteration 8Q: 3 clusters Score -3146643 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3147107.500000 Penalty: 5028.274414
	Iteration 9Q: 3 clusters Score -3147108 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3147435.500000 Penalty: 5028.274414
	Iteration 10Q: 3 clusters Score -3147436 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3147678.500000 Penalty: 5028.274414
	Iteration 11Q: 3 clusters Score -3147678 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3147837.500000 Penalty: 5028.274414
	Iteration 12Q: 3 clusters Score -3147838 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3147939.000000 Penalty: 5028.274414
	Iteration 13Q: 3 clusters Score -3147939 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3147996.500000 Penalty: 5028.274414
	Iteration 14Q: 3 clusters Score -3147996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3148041.000000 Penalty: 5028.274414
	Iteration 15Q: 3 clusters Score -3148041 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3148072.250000 Penalty: 5028.274414
	Iteration 16Q: 3 clusters Score -3148072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3148088.500000 Penalty: 5028.274414
	Iteration 17Q: 3 clusters Score -3148088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3148100.500000 Penalty: 5028.274414
	Iteration 18Q: 3 clusters Score -3148100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3148130.000000 Penalty: 5028.274414
	Iteration 19Q: 3 clusters Score -3148130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3148259.250000 Penalty: 5028.274414
	Iteration 20F: 3 clusters Score -3148259 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3148572.000000 Penalty: 5028.274414
	Iteration 21Q: 3 clusters Score -3148572 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3148922.750000 Penalty: 5028.274414
	Iteration 22Q: 3 clusters Score -3148923 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3149239.250000 Penalty: 5028.274414
	Iteration 23Q: 3 clusters Score -3149239 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3149408.250000 Penalty: 5028.274414
	Iteration 24Q: 3 clusters Score -3149408 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3149490.000000 Penalty: 5028.274414
	Iteration 25Q: 3 clusters Score -3149490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3149540.250000 Penalty: 5028.274414
	Iteration 26Q: 3 clusters Score -3149540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3149564.000000 Penalty: 5028.274414
	Iteration 27Q: 3 clusters Score -3149564 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3149583.500000 Penalty: 5028.274414
	Iteration 28Q: 3 clusters Score -3149584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3149594.000000 Penalty: 5028.274414
	Iteration 29Q: 3 clusters Score -3149594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3149602.250000 Penalty: 5028.274414
	Iteration 30Q: 3 clusters Score -3149602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3149603.500000 Penalty: 5028.274414
	Iteration 31Q: 3 clusters Score -3149604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3149603.750000 Penalty: 5028.274414
	Iteration 32Q: 3 clusters Score -3149604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3149611.500000 Penalty: 5028.274414
	Iteration 33Q: 3 clusters Score -3149612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3149613.250000 Penalty: 5028.274414
	Iteration 34Q: 3 clusters Score -3149613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3149610.500000 Penalty: 5028.274414
	Iteration 35Q: 3 clusters Score -3149610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3149610.000000 Penalty: 5028.274414
	Iteration 36Q: 3 clusters Score -3149610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3149610.000000 Penalty: 5028.274414
	Iteration 37Q: 3 clusters Score -3149610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3149611.750000 Penalty: 5028.274414
	Iteration 38Q: 3 clusters Score -3149612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3149612.500000 Penalty: 5028.274414
	Iteration 39F: 3 clusters Score -3149612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3149613.000000 Penalty: 5028.274414
	Iteration 40F: 3 clusters Score -3149613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3149609.000000 Penalty: 5028.274414
	Iteration 41Q: 3 clusters Score -3149609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3149615.000000 Penalty: 5028.274414
	Iteration 42Q: 3 clusters Score -3149615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3149613.250000 Penalty: 5028.274414
	Iteration 43Q: 3 clusters Score -3149613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3149614.000000 Penalty: 5028.274414
	Iteration 44Q: 3 clusters Score -3149614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3149615.000000 Penalty: 5028.274414
	Iteration 45Q: 3 clusters Score -3149615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3149614.250000 Penalty: 5028.274414
	Iteration 46Q: 3 clusters Score -3149614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3149611.750000 Penalty: 5028.274414
	Iteration 47Q: 3 clusters Score -3149612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3149611.750000 Penalty: 5028.274414
	Iteration 48Q: 3 clusters Score -3149612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3149610.750000 Penalty: 5028.274414
	Iteration 49Q: 3 clusters Score -3149611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3149611.250000 Penalty: 5028.274414
	Iteration 50Q: 3 clusters Score -3149611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3149610.000000 Penalty: 5028.274414
	Iteration 51Q: 3 clusters Score -3149610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3149603.750000 Penalty: 5028.274414
	Iteration 52Q: 3 clusters Score -3149604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3149608.250000 Penalty: 5028.274414
	Iteration 53Q: 3 clusters Score -3149608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3149616.250000 Penalty: 5028.274414
	Iteration 54Q: 3 clusters Score -3149616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3149611.500000 Penalty: 5028.274414
	Iteration 55Q: 3 clusters Score -3149612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3149618.500000 Penalty: 5028.274414
	Iteration 56Q: 3 clusters Score -3149618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3149619.500000 Penalty: 5028.274414
	Iteration 57Q: 3 clusters Score -3149620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3149621.250000 Penalty: 5028.274414
	Iteration 58Q: 3 clusters Score -3149621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3149621.750000 Penalty: 5028.274414
	Iteration 59Q: 3 clusters Score -3149622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3149619.000000 Penalty: 5028.274414
	Iteration 60F: 3 clusters Score -3149619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3149617.500000 Penalty: 5028.274414
	Iteration 61Q: 3 clusters Score -3149618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3149617.500000 Penalty: 5028.274414
	Iteration 62F: 3 clusters Score -3149618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 20 contains 46351 members 
Mstep: Class 21 contains 79931 members 
Mstep: Class 22 contains 32868 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 9135 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 25628 members 
Mstep: Class 27 contains 1269 members 
Mstep: Class 28 contains 22951 members 
Entering Unmasked Estep 
Score: -77964544.000000 Penalty: 92705.921875
Splitting cluster 19 changes total score from -77943304.000000 to -77964544.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (79931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Entering Unmasked Estep 
Score: -10138434.000000 Penalty: 2799.652100
	Iteration 0F: 2 clusters Score -1.013843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -10084737.000000 Penalty: 5599.304199
	Iteration 0F: 3 clusters Score -1.008474e+07 nChanged 37706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -10106284.000000 Penalty: 5599.304199
	Iteration 1F: 3 clusters Score -1.010628e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -10107491.000000 Penalty: 5599.304199
	Iteration 2Q: 3 clusters Score -1.010749e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -10109197.000000 Penalty: 5599.304199
	Iteration 3Q: 3 clusters Score -1.01092e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -10111888.000000 Penalty: 5599.304199
	Iteration 4F: 3 clusters Score -1.011189e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -10115771.000000 Penalty: 5599.304199
	Iteration 5F: 3 clusters Score -1.011577e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -10120843.000000 Penalty: 5599.304199
	Iteration 6F: 3 clusters Score -1.012084e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -10125815.000000 Penalty: 5599.304199
	Iteration 7F: 3 clusters Score -1.012582e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -10129606.000000 Penalty: 5599.304199
	Iteration 8F: 3 clusters Score -1.012961e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -10131980.000000 Penalty: 5599.304199
	Iteration 9F: 3 clusters Score -1.013198e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -10133823.000000 Penalty: 5599.304199
	Iteration 10Q: 3 clusters Score -1.013382e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -10135347.000000 Penalty: 5599.304199
	Iteration 11Q: 3 clusters Score -1.013535e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -10136374.000000 Penalty: 5599.304199
	Iteration 12Q: 3 clusters Score -1.013637e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -10137036.000000 Penalty: 5599.304199
	Iteration 13Q: 3 clusters Score -1.013704e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -10137493.000000 Penalty: 5599.304199
	Iteration 14Q: 3 clusters Score -1.013749e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -10137800.000000 Penalty: 5599.304199
	Iteration 15Q: 3 clusters Score -1.01378e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -10138057.000000 Penalty: 5599.304199
	Iteration 16Q: 3 clusters Score -1.013806e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -10138264.000000 Penalty: 5599.304199
	Iteration 17Q: 3 clusters Score -1.013826e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -10138498.000000 Penalty: 5599.304199
	Iteration 18Q: 3 clusters Score -1.01385e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -10138723.000000 Penalty: 5599.304199
	Iteration 19Q: 3 clusters Score -1.013872e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -10138944.000000 Penalty: 5599.304199
	Iteration 20F: 3 clusters Score -1.013894e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -10139117.000000 Penalty: 5599.304199
	Iteration 21Q: 3 clusters Score -1.013912e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -10139311.000000 Penalty: 5599.304199
	Iteration 22Q: 3 clusters Score -1.013931e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -10139433.000000 Penalty: 5599.304199
	Iteration 23Q: 3 clusters Score -1.013943e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -10139542.000000 Penalty: 5599.304199
	Iteration 24Q: 3 clusters Score -1.013954e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -10139586.000000 Penalty: 5599.304199
	Iteration 25Q: 3 clusters Score -1.013959e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -10139649.000000 Penalty: 5599.304199
	Iteration 26Q: 3 clusters Score -1.013965e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -10139675.000000 Penalty: 5599.304199
	Iteration 27Q: 3 clusters Score -1.013968e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -10139684.000000 Penalty: 5599.304199
	Iteration 28Q: 3 clusters Score -1.013968e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -10139716.000000 Penalty: 5599.304199
	Iteration 29Q: 3 clusters Score -1.013972e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -10139717.000000 Penalty: 5599.304199
	Iteration 30Q: 3 clusters Score -1.013972e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -10139772.000000 Penalty: 5599.304199
	Iteration 31Q: 3 clusters Score -1.013977e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -10139780.000000 Penalty: 5599.304199
	Iteration 32Q: 3 clusters Score -1.013978e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -10139804.000000 Penalty: 5599.304199
	Iteration 33Q: 3 clusters Score -1.01398e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -10139811.000000 Penalty: 5599.304199
	Iteration 34Q: 3 clusters Score -1.013981e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -10139830.000000 Penalty: 5599.304199
	Iteration 35Q: 3 clusters Score -1.013983e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -10139831.000000 Penalty: 5599.304199
	Iteration 36Q: 3 clusters Score -1.013983e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -10139848.000000 Penalty: 5599.304199
	Iteration 37Q: 3 clusters Score -1.013985e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -10139836.000000 Penalty: 5599.304199
	Iteration 38Q: 3 clusters Score -1.013984e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -10139843.000000 Penalty: 5599.304199
	Iteration 39Q: 3 clusters Score -1.013984e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -10139845.000000 Penalty: 5599.304199
	Iteration 40F: 3 clusters Score -1.013984e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -10139867.000000 Penalty: 5599.304199
	Iteration 41Q: 3 clusters Score -1.013987e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -10139862.000000 Penalty: 5599.304199
	Iteration 42Q: 3 clusters Score -1.013986e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -10139841.000000 Penalty: 5599.304199
	Iteration 43Q: 3 clusters Score -1.013984e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -10139834.000000 Penalty: 5599.304199
	Iteration 44Q: 3 clusters Score -1.013983e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -10139852.000000 Penalty: 5599.304199
	Iteration 45Q: 3 clusters Score -1.013985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -10139841.000000 Penalty: 5599.304199
	Iteration 46Q: 3 clusters Score -1.013984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -10139845.000000 Penalty: 5599.304199
	Iteration 47Q: 3 clusters Score -1.013984e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -10139848.000000 Penalty: 5599.304199
	Iteration 48Q: 3 clusters Score -1.013985e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -10139855.000000 Penalty: 5599.304199
	Iteration 49Q: 3 clusters Score -1.013986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -10139859.000000 Penalty: 5599.304199
	Iteration 50Q: 3 clusters Score -1.013986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -10139875.000000 Penalty: 5599.304199
	Iteration 51Q: 3 clusters Score -1.013988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -10139871.000000 Penalty: 5599.304199
	Iteration 52Q: 3 clusters Score -1.013987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -10139878.000000 Penalty: 5599.304199
	Iteration 53Q: 3 clusters Score -1.013988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -10139873.000000 Penalty: 5599.304199
	Iteration 54Q: 3 clusters Score -1.013987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -10139881.000000 Penalty: 5599.304199
	Iteration 55Q: 3 clusters Score -1.013988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -10139887.000000 Penalty: 5599.304199
	Iteration 56Q: 3 clusters Score -1.013989e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -10139895.000000 Penalty: 5599.304199
	Iteration 57Q: 3 clusters Score -1.01399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -10139880.000000 Penalty: 5599.304199
	Iteration 58Q: 3 clusters Score -1.013988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -10139877.000000 Penalty: 5599.304199
	Iteration 59Q: 3 clusters Score -1.013988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -10139866.000000 Penalty: 5599.304199
	Iteration 60F: 3 clusters Score -1.013987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -10139860.000000 Penalty: 5599.304199
	Iteration 61Q: 3 clusters Score -1.013986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -10139875.000000 Penalty: 5599.304199
	Iteration 62Q: 3 clusters Score -1.013988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -10139876.000000 Penalty: 5599.304199
	Iteration 63Q: 3 clusters Score -1.013988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -10139869.000000 Penalty: 5599.304199
	Iteration 64Q: 3 clusters Score -1.013987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -10139868.000000 Penalty: 5599.304199
	Iteration 65Q: 3 clusters Score -1.013987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -10139876.000000 Penalty: 5599.304199
	Iteration 66Q: 3 clusters Score -1.013988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -10139875.000000 Penalty: 5599.304199
	Iteration 67Q: 3 clusters Score -1.013988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -10139877.000000 Penalty: 5599.304199
	Iteration 68Q: 3 clusters Score -1.013988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -10139873.000000 Penalty: 5599.304199
	Iteration 69Q: 3 clusters Score -1.013987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -10139873.000000 Penalty: 5599.304199
	Iteration 70F: 3 clusters Score -1.013987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 20 contains 46351 members 
Mstep: Class 21 contains 65220 members 
Mstep: Class 22 contains 32868 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 9135 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 25628 members 
Mstep: Class 27 contains 1269 members 
Mstep: Class 28 contains 22951 members 
Mstep: Class 29 contains 14711 members 
Entering Unmasked Estep 
Score: -77965896.000000 Penalty: 96016.843750
Splitting cluster 21 changes total score from -77943304.000000 to -77965896.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (32868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Entering Unmasked Estep 
Score: -4181226.000000 Penalty: 2579.263184
	Iteration 0F: 2 clusters Score -4181226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4158812.750000 Penalty: 5158.526367
	Iteration 0F: 3 clusters Score -4158813 nChanged 14856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -4167029.500000 Penalty: 5158.526367
	Iteration 1F: 3 clusters Score -4167030 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -4167941.250000 Penalty: 5158.526367
	Iteration 2F: 3 clusters Score -4167941 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4169387.500000 Penalty: 5158.526367
	Iteration 3F: 3 clusters Score -4169388 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4171414.250000 Penalty: 5158.526367
	Iteration 4F: 3 clusters Score -4171414 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4173704.000000 Penalty: 5158.526367
	Iteration 5F: 3 clusters Score -4173704 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -4175730.250000 Penalty: 5158.526367
	Iteration 6F: 3 clusters Score -4175730 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -4177154.750000 Penalty: 5158.526367
	Iteration 7F: 3 clusters Score -4177155 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -4178081.750000 Penalty: 5158.526367
	Iteration 8Q: 3 clusters Score -4178082 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4178686.250000 Penalty: 5158.526367
	Iteration 9Q: 3 clusters Score -4178686 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4179114.250000 Penalty: 5158.526367
	Iteration 10Q: 3 clusters Score -4179114 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4179383.250000 Penalty: 5158.526367
	Iteration 11Q: 3 clusters Score -4179383 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -4179538.500000 Penalty: 5158.526367
	Iteration 12Q: 3 clusters Score -4179538 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4179652.250000 Penalty: 5158.526367
	Iteration 13Q: 3 clusters Score -4179652 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4179705.250000 Penalty: 5158.526367
	Iteration 14Q: 3 clusters Score -4179705 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -4179738.000000 Penalty: 5158.526367
	Iteration 15Q: 3 clusters Score -4179738 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -4179778.750000 Penalty: 5158.526367
	Iteration 16Q: 3 clusters Score -4179779 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -4179810.000000 Penalty: 5158.526367
	Iteration 17Q: 3 clusters Score -4179810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4179823.750000 Penalty: 5158.526367
	Iteration 18Q: 3 clusters Score -4179824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -4179834.500000 Penalty: 5158.526367
	Iteration 19Q: 3 clusters Score -4179834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4179835.250000 Penalty: 5158.526367
	Iteration 20F: 3 clusters Score -4179835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4179858.000000 Penalty: 5158.526367
	Iteration 21Q: 3 clusters Score -4179858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -4179852.000000 Penalty: 5158.526367
	Iteration 22Q: 3 clusters Score -4179852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4179859.000000 Penalty: 5158.526367
	Iteration 23Q: 3 clusters Score -4179859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4179859.000000 Penalty: 5158.526367
	Iteration 24Q: 3 clusters Score -4179859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4179861.500000 Penalty: 5158.526367
	Iteration 25Q: 3 clusters Score -4179862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4179869.500000 Penalty: 5158.526367
	Iteration 26Q: 3 clusters Score -4179870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4179864.750000 Penalty: 5158.526367
	Iteration 27Q: 3 clusters Score -4179865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -4179856.750000 Penalty: 5158.526367
	Iteration 28Q: 3 clusters Score -4179857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4179863.250000 Penalty: 5158.526367
	Iteration 29Q: 3 clusters Score -4179863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4179874.750000 Penalty: 5158.526367
	Iteration 30Q: 3 clusters Score -4179875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4179873.750000 Penalty: 5158.526367
	Iteration 31Q: 3 clusters Score -4179874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4179878.250000 Penalty: 5158.526367
	Iteration 32Q: 3 clusters Score -4179878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -4179879.500000 Penalty: 5158.526367
	Iteration 33Q: 3 clusters Score -4179880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4179879.500000 Penalty: 5158.526367
	Iteration 34Q: 3 clusters Score -4179880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4179882.250000 Penalty: 5158.526367
	Iteration 35Q: 3 clusters Score -4179882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4179880.500000 Penalty: 5158.526367
	Iteration 36Q: 3 clusters Score -4179880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4179880.500000 Penalty: 5158.526367
	Iteration 37F: 3 clusters Score -4179880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 152422 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 110413 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 9322 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 21 contains 65220 members 
Mstep: Class 22 contains 32868 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 30 clusters Score -7.797532e+07 nChanged 14048
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1282 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 154135 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 17860 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 75815 members 
Mstep: Class 9 contains 111398 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 10467 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 9043 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 44660 members 
Mstep: Class 21 contains 64265 members 
Mstep: Class 22 contains 32890 members 
Mstep: Class 23 contains 2945 members 
Mstep: Class 24 contains 8892 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 25100 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 22349 members 
Mstep: Class 29 contains 13714 members 
Entering Unmasked Estep 
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Iteration 40F: 30 clusters Score -7.798381e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1292 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 153413 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 18277 members 
Mstep: Class 7 contains 3133 members 
Mstep: Class 8 contains 75831 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 1981 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 5139 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 10216 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 8415 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 43995 members 
Mstep: Class 21 contains 63113 members 
Mstep: Class 22 contains 32741 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 26347 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 22875 members 
Mstep: Class 29 contains 14456 members 
Entering Unmasked Estep 
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Iteration 41Q: 30 clusters Score -7.798742e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1297 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 153078 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 18621 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 75823 members 
Mstep: Class 9 contains 111327 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 12 contains 5102 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 10053 members 
Mstep: Class 16 contains 1964 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 7978 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 43424 members 
Mstep: Class 21 contains 62145 members 
Mstep: Class 22 contains 32633 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 9485 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 27262 members 
Mstep: Class 27 contains 1128 members 
Mstep: Class 28 contains 23235 members 
Mstep: Class 29 contains 14986 members 
Entering Unmasked Estep 
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Iteration 42Q: 30 clusters Score -7.798964e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1300 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 152886 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 18838 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 75785 members 
Mstep: Class 9 contains 111375 members 
Mstep: Class 10 contains 2035 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 9933 members 
Mstep: Class 16 contains 2022 members 
Mstep: Class 17 contains 1973 members 
Mstep: Class 18 contains 7643 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 42944 members 
Mstep: Class 21 contains 61315 members 
Mstep: Class 22 contains 32552 members 
Mstep: Class 23 contains 3522 members 
Mstep: Class 24 contains 9545 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 28060 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 23533 members 
Mstep: Class 29 contains 15447 members 
Entering Unmasked Estep 
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Iteration 43Q: 30 clusters Score -7.79908e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 269 members 
Mstep: Class 4 contains 152768 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 18983 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 75711 members 
Mstep: Class 9 contains 111373 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 3858 members 
Mstep: Class 12 contains 5073 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9853 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 42605 members 
Mstep: Class 21 contains 60618 members 
Mstep: Class 22 contains 32468 members 
Mstep: Class 23 contains 3619 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 28736 members 
Mstep: Class 27 contains 1121 members 
Mstep: Class 28 contains 23764 members 
Mstep: Class 29 contains 15847 members 
Entering Unmasked Estep 
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Iteration 44Q: 30 clusters Score -7.799142e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 152715 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 19085 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 75636 members 
Mstep: Class 9 contains 111344 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 5069 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 3666 members 
Mstep: Class 15 contains 9774 members 
Mstep: Class 16 contains 2066 members 
Mstep: Class 17 contains 2021 members 
Mstep: Class 18 contains 7219 members 
Mstep: Class 19 contains 2889 members 
Mstep: Class 20 contains 42295 members 
Mstep: Class 21 contains 60043 members 
Mstep: Class 22 contains 32400 members 
Mstep: Class 23 contains 3704 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 29298 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 23917 members 
Mstep: Class 29 contains 16200 members 
Entering Unmasked Estep 
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Iteration 45Q: 30 clusters Score -7.799191e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 152674 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 19178 members 
Mstep: Class 7 contains 2552 members 
Mstep: Class 8 contains 75549 members 
Mstep: Class 9 contains 111330 members 
Mstep: Class 10 contains 2047 members 
Mstep: Class 11 contains 3989 members 
Mstep: Class 12 contains 5063 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 3810 members 
Mstep: Class 15 contains 9689 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 2049 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 42013 members 
Mstep: Class 21 contains 59564 members 
Mstep: Class 22 contains 32358 members 
Mstep: Class 23 contains 3777 members 
Mstep: Class 24 contains 9593 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 29724 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 24065 members 
Mstep: Class 29 contains 16500 members 
Entering Unmasked Estep 
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Iteration 46Q: 30 clusters Score -7.79925e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 152632 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19238 members 
Mstep: Class 7 contains 2500 members 
Mstep: Class 8 contains 75498 members 
Mstep: Class 9 contains 111274 members 
Mstep: Class 10 contains 2048 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 9625 members 
Mstep: Class 16 contains 2062 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 7043 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 41790 members 
Mstep: Class 21 contains 59157 members 
Mstep: Class 22 contains 32300 members 
Mstep: Class 23 contains 3838 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 30092 members 
Mstep: Class 27 contains 1122 members 
Mstep: Class 28 contains 24208 members 
Mstep: Class 29 contains 16765 members 
Entering Unmasked Estep 
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Iteration 47Q: 30 clusters Score -7.799298e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 278 members 
Mstep: Class 4 contains 152591 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19296 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 75462 members 
Mstep: Class 9 contains 111246 members 
Mstep: Class 10 contains 2048 members 
Mstep: Class 11 contains 4081 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 9580 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 19 contains 3014 members 
Mstep: Class 20 contains 41582 members 
Mstep: Class 21 contains 58824 members 
Mstep: Class 22 contains 32264 members 
Mstep: Class 23 contains 3885 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 30396 members 
Mstep: Class 27 contains 1121 members 
Mstep: Class 28 contains 24337 members 
Mstep: Class 29 contains 16975 members 
Entering Unmasked Estep 
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Iteration 48Q: 30 clusters Score -7.799322e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 279 members 
Mstep: Class 4 contains 152566 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19314 members 
Mstep: Class 7 contains 2407 members 
Mstep: Class 8 contains 75425 members 
Mstep: Class 9 contains 111182 members 
Mstep: Class 10 contains 2049 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 15 contains 9553 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 6931 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 20 contains 41380 members 
Mstep: Class 21 contains 58555 members 
Mstep: Class 22 contains 32228 members 
Mstep: Class 23 contains 3912 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 30667 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 24438 members 
Mstep: Class 29 contains 17176 members 
Entering Unmasked Estep 
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Iteration 49Q: 30 clusters Score -7.799344e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 279 members 
Mstep: Class 4 contains 152570 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19330 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 75391 members 
Mstep: Class 9 contains 111118 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 5058 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 9530 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 6886 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 41169 members 
Mstep: Class 21 contains 58310 members 
Mstep: Class 22 contains 32191 members 
Mstep: Class 23 contains 3948 members 
Mstep: Class 24 contains 9599 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 30894 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 24529 members 
Mstep: Class 29 contains 17340 members 
Entering Unmasked Estep 
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Iteration 50Q: 30 clusters Score -7.79937e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 279 members 
Mstep: Class 4 contains 152545 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 75351 members 
Mstep: Class 9 contains 111068 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 5058 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 2046 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 6841 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 40972 members 
Mstep: Class 21 contains 58088 members 
Mstep: Class 22 contains 32159 members 
Mstep: Class 23 contains 3978 members 
Mstep: Class 24 contains 9599 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 31095 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 24613 members 
Mstep: Class 29 contains 17484 members 
Entering Unmasked Estep 
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Iteration 51Q: 30 clusters Score -7.799385e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 152541 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19352 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 75324 members 
Mstep: Class 9 contains 111007 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 5057 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 9507 members 
Mstep: Class 16 contains 2037 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 6796 members 
Mstep: Class 19 contains 3160 members 
Mstep: Class 20 contains 40795 members 
Mstep: Class 21 contains 57878 members 
Mstep: Class 22 contains 32126 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 31240 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 24688 members 
Mstep: Class 29 contains 17617 members 
Entering Unmasked Estep 
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Iteration 52Q: 30 clusters Score -7.799416e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 152528 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19362 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 75302 members 
Mstep: Class 9 contains 110922 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 5056 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 4927 members 
Mstep: Class 15 contains 9495 members 
Mstep: Class 16 contains 2030 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 3196 members 
Mstep: Class 20 contains 40630 members 
Mstep: Class 21 contains 57722 members 
Mstep: Class 22 contains 32110 members 
Mstep: Class 23 contains 4015 members 
Mstep: Class 24 contains 9596 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 31398 members 
Mstep: Class 27 contains 1137 members 
Mstep: Class 28 contains 24751 members 
Mstep: Class 29 contains 17714 members 
Entering Unmasked Estep 
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Iteration 53Q: 30 clusters Score -7.799446e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 152505 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19362 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 75266 members 
Mstep: Class 9 contains 110830 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 5051 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 5105 members 
Mstep: Class 15 contains 9491 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 6716 members 
Mstep: Class 19 contains 3231 members 
Mstep: Class 20 contains 40466 members 
Mstep: Class 21 contains 57585 members 
Mstep: Class 22 contains 32097 members 
Mstep: Class 23 contains 4032 members 
Mstep: Class 24 contains 9596 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 31578 members 
Mstep: Class 27 contains 1142 members 
Mstep: Class 28 contains 24820 members 
Mstep: Class 29 contains 17791 members 
Entering Unmasked Estep 
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Iteration 54Q: 30 clusters Score -7.799442e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 152490 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19360 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 75223 members 
Mstep: Class 9 contains 110747 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 5048 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 5271 members 
Mstep: Class 15 contains 9491 members 
Mstep: Class 16 contains 2035 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 6683 members 
Mstep: Class 19 contains 3264 members 
Mstep: Class 20 contains 40315 members 
Mstep: Class 21 contains 57484 members 
Mstep: Class 22 contains 32071 members 
Mstep: Class 23 contains 4047 members 
Mstep: Class 24 contains 9594 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 31757 members 
Mstep: Class 27 contains 1147 members 
Mstep: Class 28 contains 24875 members 
Mstep: Class 29 contains 17850 members 
Entering Unmasked Estep 
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Iteration 55Q: 30 clusters Score -7.799496e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 152476 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19371 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 75191 members 
Mstep: Class 9 contains 110661 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 5044 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 9492 members 
Mstep: Class 16 contains 2036 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 40166 members 
Mstep: Class 21 contains 57371 members 
Mstep: Class 22 contains 32053 members 
Mstep: Class 23 contains 4058 members 
Mstep: Class 24 contains 9595 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 31916 members 
Mstep: Class 27 contains 1147 members 
Mstep: Class 28 contains 24925 members 
Mstep: Class 29 contains 17917 members 
Entering Unmasked Estep 
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Iteration 56Q: 30 clusters Score -7.799511e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 152469 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19372 members 
Mstep: Class 7 contains 2237 members 
Mstep: Class 8 contains 75167 members 
Mstep: Class 9 contains 110572 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 5043 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 9493 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 6634 members 
Mstep: Class 19 contains 3319 members 
Mstep: Class 20 contains 40023 members 
Mstep: Class 21 contains 57279 members 
Mstep: Class 22 contains 32043 members 
Mstep: Class 23 contains 4066 members 
Mstep: Class 24 contains 9594 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32063 members 
Mstep: Class 27 contains 1151 members 
Mstep: Class 28 contains 24988 members 
Mstep: Class 29 contains 17964 members 
Entering Unmasked Estep 
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Iteration 57Q: 30 clusters Score -7.799539e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 283 members 
Mstep: Class 4 contains 152466 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19382 members 
Mstep: Class 7 contains 2223 members 
Mstep: Class 8 contains 75147 members 
Mstep: Class 9 contains 110482 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 5727 members 
Mstep: Class 15 contains 9490 members 
Mstep: Class 16 contains 2022 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 6618 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 39886 members 
Mstep: Class 21 contains 57192 members 
Mstep: Class 22 contains 32035 members 
Mstep: Class 23 contains 4080 members 
Mstep: Class 24 contains 9595 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32164 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 25037 members 
Mstep: Class 29 contains 18010 members 
Entering Unmasked Estep 
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Iteration 58Q: 30 clusters Score -7.799546e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 283 members 
Mstep: Class 4 contains 152445 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19382 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 75136 members 
Mstep: Class 9 contains 110395 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4213 members 
Mstep: Class 12 contains 5043 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 5871 members 
Mstep: Class 15 contains 9487 members 
Mstep: Class 16 contains 2018 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 6606 members 
Mstep: Class 19 contains 3359 members 
Mstep: Class 20 contains 39762 members 
Mstep: Class 21 contains 57123 members 
Mstep: Class 22 contains 32035 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 9595 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32265 members 
Mstep: Class 27 contains 1152 members 
Mstep: Class 28 contains 25084 members 
Mstep: Class 29 contains 18053 members 
Entering Unmasked Estep 
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Iteration 59Q: 30 clusters Score -7.799546e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 283 members 
Mstep: Class 4 contains 152435 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19383 members 
Mstep: Class 7 contains 2187 members 
Mstep: Class 8 contains 75129 members 
Mstep: Class 9 contains 110317 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 5045 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 6017 members 
Mstep: Class 15 contains 9488 members 
Mstep: Class 16 contains 2017 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 6588 members 
Mstep: Class 19 contains 3373 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 57077 members 
Mstep: Class 22 contains 32026 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 9595 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32345 members 
Mstep: Class 27 contains 1152 members 
Mstep: Class 28 contains 25116 members 
Mstep: Class 29 contains 18085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995704.000000 Penalty: 96016.843750
Iteration 60F: 30 clusters Score -7.79957e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 4 contains 152436 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19382 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 75118 members 
Mstep: Class 9 contains 110155 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 6351 members 
Mstep: Class 15 contains 9489 members 
Mstep: Class 16 contains 2013 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 6576 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 39548 members 
Mstep: Class 21 contains 57025 members 
Mstep: Class 22 contains 32012 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 9594 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32310 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 25149 members 
Mstep: Class 29 contains 18125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996088.000000 Penalty: 96016.843750
Iteration 61Q: 30 clusters Score -7.799609e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 4 contains 152465 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19367 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 75093 members 
Mstep: Class 9 contains 109956 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 6700 members 
Mstep: Class 15 contains 9487 members 
Mstep: Class 16 contains 2008 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 6555 members 
Mstep: Class 19 contains 3397 members 
Mstep: Class 20 contains 39414 members 
Mstep: Class 21 contains 56978 members 
Mstep: Class 22 contains 32009 members 
Mstep: Class 23 contains 4111 members 
Mstep: Class 24 contains 9594 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32328 members 
Mstep: Class 27 contains 1157 members 
Mstep: Class 28 contains 25180 members 
Mstep: Class 29 contains 18150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996384.000000 Penalty: 96016.843750
Iteration 62Q: 30 clusters Score -7.799638e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152537 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19350 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 75051 members 
Mstep: Class 9 contains 109747 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 4219 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 7015 members 
Mstep: Class 15 contains 9483 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 6531 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 39284 members 
Mstep: Class 21 contains 56935 members 
Mstep: Class 22 contains 32007 members 
Mstep: Class 23 contains 4119 members 
Mstep: Class 24 contains 9596 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32347 members 
Mstep: Class 27 contains 1167 members 
Mstep: Class 28 contains 25212 members 
Mstep: Class 29 contains 18177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996792.000000 Penalty: 96016.843750
Iteration 63Q: 30 clusters Score -7.799679e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 4 contains 152580 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19339 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 75019 members 
Mstep: Class 9 contains 109570 members 
Mstep: Class 10 contains 2054 members 
Mstep: Class 11 contains 4223 members 
Mstep: Class 12 contains 5039 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 7245 members 
Mstep: Class 15 contains 9481 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 6507 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 39146 members 
Mstep: Class 21 contains 56888 members 
Mstep: Class 22 contains 31996 members 
Mstep: Class 23 contains 4126 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32429 members 
Mstep: Class 27 contains 1175 members 
Mstep: Class 28 contains 25254 members 
Mstep: Class 29 contains 18204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996976.000000 Penalty: 96016.843750
Iteration 64Q: 30 clusters Score -7.799698e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152602 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19330 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 74995 members 
Mstep: Class 9 contains 109367 members 
Mstep: Class 10 contains 2054 members 
Mstep: Class 11 contains 4227 members 
Mstep: Class 12 contains 5038 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 7508 members 
Mstep: Class 15 contains 9479 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 6485 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 39036 members 
Mstep: Class 21 contains 56843 members 
Mstep: Class 22 contains 31988 members 
Mstep: Class 23 contains 4126 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32494 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 25302 members 
Mstep: Class 29 contains 18228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997032.000000 Penalty: 96016.843750
Iteration 65Q: 30 clusters Score -7.799703e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152627 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19322 members 
Mstep: Class 7 contains 2135 members 
Mstep: Class 8 contains 74971 members 
Mstep: Class 9 contains 109152 members 
Mstep: Class 10 contains 2054 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 5040 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 7773 members 
Mstep: Class 15 contains 9475 members 
Mstep: Class 16 contains 2012 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 3471 members 
Mstep: Class 20 contains 38939 members 
Mstep: Class 21 contains 56800 members 
Mstep: Class 22 contains 31986 members 
Mstep: Class 23 contains 4122 members 
Mstep: Class 24 contains 9601 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32553 members 
Mstep: Class 27 contains 1184 members 
Mstep: Class 28 contains 25325 members 
Mstep: Class 29 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997008.000000 Penalty: 96016.843750
Iteration 66Q: 30 clusters Score -7.799701e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152650 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19318 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 74941 members 
Mstep: Class 9 contains 108985 members 
Mstep: Class 10 contains 2055 members 
Mstep: Class 11 contains 4232 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 17 contains 2198 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 38863 members 
Mstep: Class 21 contains 56766 members 
Mstep: Class 22 contains 31980 members 
Mstep: Class 23 contains 4127 members 
Mstep: Class 24 contains 9602 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32585 members 
Mstep: Class 27 contains 1181 members 
Mstep: Class 28 contains 25348 members 
Mstep: Class 29 contains 18299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997176.000000 Penalty: 96016.843750
Iteration 67Q: 30 clusters Score -7.799718e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152679 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19314 members 
Mstep: Class 7 contains 2118 members 
Mstep: Class 8 contains 74915 members 
Mstep: Class 9 contains 108834 members 
Mstep: Class 10 contains 2055 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 5036 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 8173 members 
Mstep: Class 15 contains 9469 members 
Mstep: Class 16 contains 2016 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 38801 members 
Mstep: Class 21 contains 56746 members 
Mstep: Class 22 contains 31975 members 
Mstep: Class 23 contains 4130 members 
Mstep: Class 24 contains 9596 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32607 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 25376 members 
Mstep: Class 29 contains 18311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997376.000000 Penalty: 96016.843750
Iteration 68Q: 30 clusters Score -7.799738e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152685 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19313 members 
Mstep: Class 7 contains 2108 members 
Mstep: Class 8 contains 74892 members 
Mstep: Class 9 contains 108707 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 8366 members 
Mstep: Class 15 contains 9466 members 
Mstep: Class 16 contains 2020 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 38749 members 
Mstep: Class 21 contains 56715 members 
Mstep: Class 22 contains 31970 members 
Mstep: Class 23 contains 4132 members 
Mstep: Class 24 contains 9595 members 
Mstep: Class 25 contains 417 members 
Mstep: Class 26 contains 32631 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 25403 members 
Mstep: Class 29 contains 18316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997472.000000 Penalty: 96016.843750
Iteration 69Q: 30 clusters Score -7.799747e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152688 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19311 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 74870 members 
Mstep: Class 9 contains 108602 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4237 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 8528 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 2020 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 6450 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 38709 members 
Mstep: Class 21 contains 56692 members 
Mstep: Class 22 contains 31962 members 
Mstep: Class 23 contains 4136 members 
Mstep: Class 24 contains 9595 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32657 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 25432 members 
Mstep: Class 29 contains 18309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997392.000000 Penalty: 96016.843750
Iteration 70Q: 30 clusters Score -7.799739e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152694 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19308 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 74858 members 
Mstep: Class 9 contains 108511 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4239 members 
Mstep: Class 12 contains 5035 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 8660 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 2024 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 6447 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 56679 members 
Mstep: Class 22 contains 31956 members 
Mstep: Class 23 contains 4142 members 
Mstep: Class 24 contains 9595 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32674 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 25464 members 
Mstep: Class 29 contains 18301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997432.000000 Penalty: 96016.843750
Iteration 71Q: 30 clusters Score -7.799743e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152717 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19304 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 74847 members 
Mstep: Class 9 contains 108420 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4239 members 
Mstep: Class 12 contains 5034 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 8767 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 2028 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 6442 members 
Mstep: Class 19 contains 3526 members 
Mstep: Class 20 contains 38617 members 
Mstep: Class 21 contains 56654 members 
Mstep: Class 22 contains 31953 members 
Mstep: Class 23 contains 4153 members 
Mstep: Class 24 contains 9595 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32694 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 25478 members 
Mstep: Class 29 contains 18306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997408.000000 Penalty: 96016.843750
Iteration 72Q: 30 clusters Score -7.799741e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152747 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19293 members 
Mstep: Class 7 contains 2093 members 
Mstep: Class 8 contains 74832 members 
Mstep: Class 9 contains 108335 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4242 members 
Mstep: Class 12 contains 5032 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 6437 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 38575 members 
Mstep: Class 21 contains 56644 members 
Mstep: Class 22 contains 31949 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32709 members 
Mstep: Class 27 contains 1187 members 
Mstep: Class 28 contains 25496 members 
Mstep: Class 29 contains 18308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997504.000000 Penalty: 96016.843750
Iteration 73Q: 30 clusters Score -7.79975e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152767 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19281 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 8 contains 74820 members 
Mstep: Class 9 contains 108269 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4245 members 
Mstep: Class 12 contains 5030 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 8962 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 6433 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 38522 members 
Mstep: Class 21 contains 56635 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32743 members 
Mstep: Class 27 contains 1189 members 
Mstep: Class 28 contains 25505 members 
Mstep: Class 29 contains 18309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997512.000000 Penalty: 96016.843750
Iteration 74Q: 30 clusters Score -7.799751e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152784 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19282 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 8 contains 74804 members 
Mstep: Class 9 contains 108199 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 5029 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 9463 members 
Mstep: Class 16 contains 2029 members 
Mstep: Class 17 contains 2209 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 38469 members 
Mstep: Class 21 contains 56635 members 
Mstep: Class 22 contains 31944 members 
Mstep: Class 23 contains 4167 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32786 members 
Mstep: Class 27 contains 1188 members 
Mstep: Class 28 contains 25519 members 
Mstep: Class 29 contains 18313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997504.000000 Penalty: 96016.843750
Iteration 75Q: 30 clusters Score -7.79975e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152797 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19283 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 8 contains 74791 members 
Mstep: Class 9 contains 108135 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 9108 members 
Mstep: Class 15 contains 9460 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 2209 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 38436 members 
Mstep: Class 21 contains 56628 members 
Mstep: Class 22 contains 31945 members 
Mstep: Class 23 contains 4167 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32809 members 
Mstep: Class 27 contains 1188 members 
Mstep: Class 28 contains 25522 members 
Mstep: Class 29 contains 18319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997488.000000 Penalty: 96016.843750
Iteration 76Q: 30 clusters Score -7.799749e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152813 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19284 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 74776 members 
Mstep: Class 9 contains 108074 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 9194 members 
Mstep: Class 15 contains 9457 members 
Mstep: Class 16 contains 2026 members 
Mstep: Class 17 contains 2210 members 
Mstep: Class 18 contains 6437 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 38400 members 
Mstep: Class 21 contains 56613 members 
Mstep: Class 22 contains 31945 members 
Mstep: Class 23 contains 4174 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32831 members 
Mstep: Class 27 contains 1188 members 
Mstep: Class 28 contains 25524 members 
Mstep: Class 29 contains 18320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997560.000000 Penalty: 96016.843750
Iteration 77Q: 30 clusters Score -7.799756e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152817 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19288 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 74769 members 
Mstep: Class 9 contains 108014 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4246 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 9272 members 
Mstep: Class 15 contains 9455 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 6439 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 38373 members 
Mstep: Class 21 contains 56603 members 
Mstep: Class 22 contains 31947 members 
Mstep: Class 23 contains 4179 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32828 members 
Mstep: Class 27 contains 1189 members 
Mstep: Class 28 contains 25532 members 
Mstep: Class 29 contains 18329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997600.000000 Penalty: 96016.843750
Iteration 78Q: 30 clusters Score -7.79976e+07 nChanged 211
Entering ConstructFrom: 
Score: -77997600.000000 Penalty: 96016.843750
Entering ConstructFrom: 
Trying to split cluster 1 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -531194.312500 Penalty: 2078.353271
	Iteration 0F: 2 clusters Score -531194.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -527106.437500 Penalty: 4156.706543
	Iteration 0F: 3 clusters Score -527106.4 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -528109.562500 Penalty: 4156.706543
	Iteration 1F: 3 clusters Score -528109.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -528324.437500 Penalty: 4156.706543
	Iteration 2F: 3 clusters Score -528324.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -528501.312500 Penalty: 4156.706543
	Iteration 3F: 3 clusters Score -528501.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -528655.687500 Penalty: 4156.706543
	Iteration 4Q: 3 clusters Score -528655.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -528804.062500 Penalty: 4156.706543
	Iteration 5Q: 3 clusters Score -528804.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -528991.125000 Penalty: 4156.706543
	Iteration 6Q: 3 clusters Score -528991.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -529231.687500 Penalty: 4156.706543
	Iteration 7F: 3 clusters Score -529231.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -529465.750000 Penalty: 4156.706543
	Iteration 8F: 3 clusters Score -529465.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -529656.812500 Penalty: 4156.706543
	Iteration 9Q: 3 clusters Score -529656.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -529778.125000 Penalty: 4156.706543
	Iteration 10Q: 3 clusters Score -529778.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -529874.937500 Penalty: 4156.706543
	Iteration 11Q: 3 clusters Score -529874.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -529944.562500 Penalty: 4156.706543
	Iteration 12Q: 3 clusters Score -529944.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -529984.000000 Penalty: 4156.706543
	Iteration 13Q: 3 clusters Score -529984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -530012.812500 Penalty: 4156.706543
	Iteration 14Q: 3 clusters Score -530012.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -530038.187500 Penalty: 4156.706543
	Iteration 15Q: 3 clusters Score -530038.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -530059.375000 Penalty: 4156.706543
	Iteration 16Q: 3 clusters Score -530059.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -530074.125000 Penalty: 4156.706543
	Iteration 17Q: 3 clusters Score -530074.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -530087.937500 Penalty: 4156.706543
	Iteration 18Q: 3 clusters Score -530087.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -530107.437500 Penalty: 4156.706543
	Iteration 19Q: 3 clusters Score -530107.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -530120.875000 Penalty: 4156.706543
	Iteration 20F: 3 clusters Score -530120.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -530132.562500 Penalty: 4156.706543
	Iteration 21Q: 3 clusters Score -530132.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -530142.875000 Penalty: 4156.706543
	Iteration 22Q: 3 clusters Score -530142.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -530155.937500 Penalty: 4156.706543
	Iteration 23Q: 3 clusters Score -530155.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -530165.250000 Penalty: 4156.706543
	Iteration 24Q: 3 clusters Score -530165.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -530180.250000 Penalty: 4156.706543
	Iteration 25Q: 3 clusters Score -530180.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -530191.187500 Penalty: 4156.706543
	Iteration 26Q: 3 clusters Score -530191.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -530199.000000 Penalty: 4156.706543
	Iteration 27Q: 3 clusters Score -530199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -530212.062500 Penalty: 4156.706543
	Iteration 28Q: 3 clusters Score -530212.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -530224.500000 Penalty: 4156.706543
	Iteration 29Q: 3 clusters Score -530224.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -530233.375000 Penalty: 4156.706543
	Iteration 30Q: 3 clusters Score -530233.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -530237.500000 Penalty: 4156.706543
	Iteration 31Q: 3 clusters Score -530237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -530242.250000 Penalty: 4156.706543
	Iteration 32Q: 3 clusters Score -530242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -530243.500000 Penalty: 4156.706543
	Iteration 33Q: 3 clusters Score -530243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -530245.375000 Penalty: 4156.706543
	Iteration 34Q: 3 clusters Score -530245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -530247.437500 Penalty: 4156.706543
	Iteration 35Q: 3 clusters Score -530247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -530250.500000 Penalty: 4156.706543
	Iteration 36Q: 3 clusters Score -530250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -530251.750000 Penalty: 4156.706543
	Iteration 37Q: 3 clusters Score -530251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -530252.187500 Penalty: 4156.706543
	Iteration 38Q: 3 clusters Score -530252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -530254.187500 Penalty: 4156.706543
	Iteration 39Q: 3 clusters Score -530254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -530256.375000 Penalty: 4156.706543
	Iteration 40F: 3 clusters Score -530256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -530262.937500 Penalty: 4156.706543
	Iteration 41Q: 3 clusters Score -530262.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -530266.312500 Penalty: 4156.706543
	Iteration 42Q: 3 clusters Score -530266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -530269.375000 Penalty: 4156.706543
	Iteration 43Q: 3 clusters Score -530269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -530270.125000 Penalty: 4156.706543
	Iteration 44Q: 3 clusters Score -530270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -530270.125000 Penalty: 4156.706543
	Iteration 45F: 3 clusters Score -530270.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -152838.015625 Penalty: 1779.141602
	Iteration 0F: 2 clusters Score -152838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -150832.265625 Penalty: 3558.283203
	Iteration 0F: 3 clusters Score -150832.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -151780.546875 Penalty: 3558.283203
	Iteration 1F: 3 clusters Score -151780.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -152870.546875 Penalty: 3558.283203
	Iteration 2F: 3 clusters Score -152870.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -154869.390625 Penalty: 3558.283203
	Iteration 3F: 3 clusters Score -154869.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -156055.515625 Penalty: 3558.283203
	Iteration 4F: 3 clusters Score -156055.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -156344.984375 Penalty: 3558.283203
	Iteration 5Q: 3 clusters Score -156345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -156372.171875 Penalty: 3558.283203
	Iteration 6Q: 3 clusters Score -156372.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -156409.453125 Penalty: 3558.283203
	Iteration 7Q: 3 clusters Score -156409.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -156425.640625 Penalty: 3558.283203
	Iteration 8Q: 3 clusters Score -156425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -156440.468750 Penalty: 3558.283203
	Iteration 9Q: 3 clusters Score -156440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -156446.125000 Penalty: 3558.283203
	Iteration 10Q: 3 clusters Score -156446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -156452.828125 Penalty: 3558.283203
	Iteration 11Q: 3 clusters Score -156452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -156454.859375 Penalty: 3558.283203
	Iteration 12Q: 3 clusters Score -156454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -156454.859375 Penalty: 3558.283203
	Iteration 13F: 3 clusters Score -156454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 799 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152823 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19294 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 74759 members 
Mstep: Class 9 contains 107947 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 9346 members 
Mstep: Class 15 contains 9453 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 38354 members 
Mstep: Class 21 contains 56596 members 
Mstep: Class 22 contains 31949 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32822 members 
Mstep: Class 27 contains 1188 members 
Mstep: Class 28 contains 25539 members 
Mstep: Class 29 contains 18332 members 
Mstep: Class 30 contains 506 members 
Entering Unmasked Estep 
Score: -77999656.000000 Penalty: 99327.773438
Splitting cluster 2 changes total score from -77997600.000000 to -77999656.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -33059.191406 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -33059.19 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 147 members 
Entering Unmasked Estep 
Score: -31831.515625 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -31831.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31914.085938 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -31914.09 nChanged 12
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: -31960.013672 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -31960.01 nChanged 2
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: -31969.392578 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -31969.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31983.255859 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -31983.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31991.587891 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -31991.59 nChanged 2
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: -31998.562500 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -31998.56 nChanged 0
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: -31998.562500 Penalty: 2803.634521
	Iteration 7F: 3 clusters Score -31998.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (152823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152823 members 
Entering Unmasked Estep 
Score: -19589244.000000 Penalty: 2960.384766
	Iteration 0F: 2 clusters Score -1.958924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -19486780.000000 Penalty: 5920.769531
	Iteration 0F: 3 clusters Score -1.948678e+07 nChanged 73126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -19529464.000000 Penalty: 5920.769531
	Iteration 1F: 3 clusters Score -1.952946e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -19531126.000000 Penalty: 5920.769531
	Iteration 2Q: 3 clusters Score -1.953113e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86050 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -19533228.000000 Penalty: 5920.769531
	Iteration 3Q: 3 clusters Score -1.953323e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91314 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -19536408.000000 Penalty: 5920.769531
	Iteration 4Q: 3 clusters Score -1.953641e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -19541432.000000 Penalty: 5920.769531
	Iteration 5F: 3 clusters Score -1.954143e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -19548580.000000 Penalty: 5920.769531
	Iteration 6F: 3 clusters Score -1.954858e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119474 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -19557640.000000 Penalty: 5920.769531
	Iteration 7F: 3 clusters Score -1.955764e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130475 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -19567320.000000 Penalty: 5920.769531
	Iteration 8F: 3 clusters Score -1.956732e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139790 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -19575734.000000 Penalty: 5920.769531
	Iteration 9F: 3 clusters Score -1.957573e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146129 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -19581478.000000 Penalty: 5920.769531
	Iteration 10Q: 3 clusters Score -1.958148e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149623 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -19584352.000000 Penalty: 5920.769531
	Iteration 11Q: 3 clusters Score -1.958435e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151298 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19585692.000000 Penalty: 5920.769531
	Iteration 12Q: 3 clusters Score -1.958569e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19586166.000000 Penalty: 5920.769531
	Iteration 13Q: 3 clusters Score -1.958617e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152221 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -19586394.000000 Penalty: 5920.769531
	Iteration 14Q: 3 clusters Score -1.958639e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152342 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -19586494.000000 Penalty: 5920.769531
	Iteration 15Q: 3 clusters Score -1.958649e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -19586560.000000 Penalty: 5920.769531
	Iteration 16Q: 3 clusters Score -1.958656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152408 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -19586594.000000 Penalty: 5920.769531
	Iteration 17Q: 3 clusters Score -1.958659e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152427 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -19586640.000000 Penalty: 5920.769531
	Iteration 18Q: 3 clusters Score -1.958664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152442 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19586676.000000 Penalty: 5920.769531
	Iteration 19Q: 3 clusters Score -1.958668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152445 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19586678.000000 Penalty: 5920.769531
	Iteration 20F: 3 clusters Score -1.958668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152447 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -19586702.000000 Penalty: 5920.769531
	Iteration 21Q: 3 clusters Score -1.95867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152454 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19586696.000000 Penalty: 5920.769531
	Iteration 22Q: 3 clusters Score -1.95867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152457 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -19586694.000000 Penalty: 5920.769531
	Iteration 23Q: 3 clusters Score -1.958669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152458 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -19586706.000000 Penalty: 5920.769531
	Iteration 24Q: 3 clusters Score -1.958671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152459 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -19586720.000000 Penalty: 5920.769531
	Iteration 25Q: 3 clusters Score -1.958672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152459 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -19586720.000000 Penalty: 5920.769531
	Iteration 26F: 3 clusters Score -1.958672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -64782.304688 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -64782.3 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 302 members 
Entering Unmasked Estep 
Score: -63323.992188 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -63323.99 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63698.867188 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -63698.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63862.589844 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -63862.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63968.980469 Penalty: 3172.049805
	Iteration 3F: 3 clusters Score -63968.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64049.917969 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -64049.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64110.898438 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -64110.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -64177.335938 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -64177.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64209.343750 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -64209.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64251.453125 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -64251.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64262.417969 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -64262.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -64280.144531 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -64280.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -64297.277344 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -64297.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64301.781250 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -64301.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64303.250000 Penalty: 3172.049805
	Iteration 13F: 3 clusters Score -64303.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -64309.097656 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -64309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64314.332031 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -64314.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64314.332031 Penalty: 3172.049805
	Iteration 16F: 3 clusters Score -64314.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2469805.500000 Penalty: 2447.152344
	Iteration 0F: 2 clusters Score -2469806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2456211.000000 Penalty: 4894.304688
	Iteration 0F: 3 clusters Score -2456211 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2460712.750000 Penalty: 4894.304688
	Iteration 1F: 3 clusters Score -2460713 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2461066.500000 Penalty: 4894.304688
	Iteration 2F: 3 clusters Score -2461066 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2461390.750000 Penalty: 4894.304688
	Iteration 3Q: 3 clusters Score -2461391 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2461705.000000 Penalty: 4894.304688
	Iteration 4Q: 3 clusters Score -2461705 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2462079.000000 Penalty: 4894.304688
	Iteration 5Q: 3 clusters Score -2462079 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2462537.000000 Penalty: 4894.304688
	Iteration 6Q: 3 clusters Score -2462537 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2463153.000000 Penalty: 4894.304688
	Iteration 7Q: 3 clusters Score -2463153 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2463883.750000 Penalty: 4894.304688
	Iteration 8F: 3 clusters Score -2463884 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2464733.000000 Penalty: 4894.304688
	Iteration 9F: 3 clusters Score -2464733 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2465522.000000 Penalty: 4894.304688
	Iteration 10F: 3 clusters Score -2465522 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2466190.500000 Penalty: 4894.304688
	Iteration 11Q: 3 clusters Score -2466190 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2466677.500000 Penalty: 4894.304688
	Iteration 12Q: 3 clusters Score -2466678 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2466999.250000 Penalty: 4894.304688
	Iteration 13Q: 3 clusters Score -2466999 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2467234.250000 Penalty: 4894.304688
	Iteration 14Q: 3 clusters Score -2467234 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2467375.750000 Penalty: 4894.304688
	Iteration 15Q: 3 clusters Score -2467376 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2467472.000000 Penalty: 4894.304688
	Iteration 16Q: 3 clusters Score -2467472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2467541.500000 Penalty: 4894.304688
	Iteration 17Q: 3 clusters Score -2467542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2467581.750000 Penalty: 4894.304688
	Iteration 18Q: 3 clusters Score -2467582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2467611.250000 Penalty: 4894.304688
	Iteration 19Q: 3 clusters Score -2467611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2467635.000000 Penalty: 4894.304688
	Iteration 20F: 3 clusters Score -2467635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2467650.250000 Penalty: 4894.304688
	Iteration 21Q: 3 clusters Score -2467650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2467660.750000 Penalty: 4894.304688
	Iteration 22Q: 3 clusters Score -2467661 nChanged 13
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: -2467670.000000 Penalty: 4894.304688
	Iteration 23Q: 3 clusters Score -2467670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2467683.500000 Penalty: 4894.304688
	Iteration 24Q: 3 clusters Score -2467684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2467698.250000 Penalty: 4894.304688
	Iteration 25Q: 3 clusters Score -2467698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2467709.000000 Penalty: 4894.304688
	Iteration 26Q: 3 clusters Score -2467709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2467723.000000 Penalty: 4894.304688
	Iteration 27Q: 3 clusters Score -2467723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2467728.500000 Penalty: 4894.304688
	Iteration 28Q: 3 clusters Score -2467728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2467735.750000 Penalty: 4894.304688
	Iteration 29Q: 3 clusters Score -2467736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2467739.500000 Penalty: 4894.304688
	Iteration 30Q: 3 clusters Score -2467740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2467740.750000 Penalty: 4894.304688
	Iteration 31Q: 3 clusters Score -2467741 nChanged 3
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: -2467744.000000 Penalty: 4894.304688
	Iteration 32Q: 3 clusters Score -2467744 nChanged 4
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: -2467745.750000 Penalty: 4894.304688
	Iteration 33Q: 3 clusters Score -2467746 nChanged 0
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: -2467745.750000 Penalty: 4894.304688
	Iteration 34F: 3 clusters Score -2467746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -246729.984375 Penalty: 1894.869751
	Iteration 0F: 2 clusters Score -246730 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 1059 members 
Entering Unmasked Estep 
Score: -244062.843750 Penalty: 3789.739502
	Iteration 0F: 3 clusters Score -244062.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -244617.718750 Penalty: 3789.739502
	Iteration 1F: 3 clusters Score -244617.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -244805.625000 Penalty: 3789.739502
	Iteration 2F: 3 clusters Score -244805.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -244918.203125 Penalty: 3789.739502
	Iteration 3F: 3 clusters Score -244918.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -244999.203125 Penalty: 3789.739502
	Iteration 4Q: 3 clusters Score -244999.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -245069.625000 Penalty: 3789.739502
	Iteration 5Q: 3 clusters Score -245069.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -245151.046875 Penalty: 3789.739502
	Iteration 6Q: 3 clusters Score -245151 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -245224.578125 Penalty: 3789.739502
	Iteration 7Q: 3 clusters Score -245224.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -245280.468750 Penalty: 3789.739502
	Iteration 8Q: 3 clusters Score -245280.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -245341.468750 Penalty: 3789.739502
	Iteration 9Q: 3 clusters Score -245341.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -245390.062500 Penalty: 3789.739502
	Iteration 10Q: 3 clusters Score -245390.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -245442.875000 Penalty: 3789.739502
	Iteration 11Q: 3 clusters Score -245442.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -245475.359375 Penalty: 3789.739502
	Iteration 12Q: 3 clusters Score -245475.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -245506.640625 Penalty: 3789.739502
	Iteration 13Q: 3 clusters Score -245506.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -245536.296875 Penalty: 3789.739502
	Iteration 14Q: 3 clusters Score -245536.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -245555.015625 Penalty: 3789.739502
	Iteration 15Q: 3 clusters Score -245555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -245567.640625 Penalty: 3789.739502
	Iteration 16Q: 3 clusters Score -245567.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -245574.578125 Penalty: 3789.739502
	Iteration 17Q: 3 clusters Score -245574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -245579.515625 Penalty: 3789.739502
	Iteration 18Q: 3 clusters Score -245579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -245580.296875 Penalty: 3789.739502
	Iteration 19Q: 3 clusters Score -245580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -245581.750000 Penalty: 3789.739502
	Iteration 20F: 3 clusters Score -245581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -245582.265625 Penalty: 3789.739502
	Iteration 21Q: 3 clusters Score -245582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -245582.265625 Penalty: 3789.739502
	Iteration 22F: 3 clusters Score -245582.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Entering Unmasked Estep 
Score: -9596141.000000 Penalty: 2783.062256
	Iteration 0F: 2 clusters Score -9596141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -9546087.000000 Penalty: 5566.124512
	Iteration 0F: 3 clusters Score -9546087 nChanged 35103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -9565779.000000 Penalty: 5566.124512
	Iteration 1F: 3 clusters Score -9565779 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -9566507.000000 Penalty: 5566.124512
	Iteration 2Q: 3 clusters Score -9566507 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -9567416.000000 Penalty: 5566.124512
	Iteration 3Q: 3 clusters Score -9567416 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -9568402.000000 Penalty: 5566.124512
	Iteration 4Q: 3 clusters Score -9568402 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -9569479.000000 Penalty: 5566.124512
	Iteration 5Q: 3 clusters Score -9569479 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -9570566.000000 Penalty: 5566.124512
	Iteration 6Q: 3 clusters Score -9570566 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -9571725.000000 Penalty: 5566.124512
	Iteration 7Q: 3 clusters Score -9571725 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -9572942.000000 Penalty: 5566.124512
	Iteration 8Q: 3 clusters Score -9572942 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -9574178.000000 Penalty: 5566.124512
	Iteration 9Q: 3 clusters Score -9574178 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -9575486.000000 Penalty: 5566.124512
	Iteration 10Q: 3 clusters Score -9575486 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -9576788.000000 Penalty: 5566.124512
	Iteration 11Q: 3 clusters Score -9576788 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -9578003.000000 Penalty: 5566.124512
	Iteration 12Q: 3 clusters Score -9578003 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -9579326.000000 Penalty: 5566.124512
	Iteration 13Q: 3 clusters Score -9579326 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -9580521.000000 Penalty: 5566.124512
	Iteration 14Q: 3 clusters Score -9580521 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -9581402.000000 Penalty: 5566.124512
	Iteration 15Q: 3 clusters Score -9581402 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -9581988.000000 Penalty: 5566.124512
	Iteration 16Q: 3 clusters Score -9581988 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -9582332.000000 Penalty: 5566.124512
	Iteration 17Q: 3 clusters Score -9582332 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -9582569.000000 Penalty: 5566.124512
	Iteration 18Q: 3 clusters Score -9582569 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -9582713.000000 Penalty: 5566.124512
	Iteration 19Q: 3 clusters Score -9582713 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -9582927.000000 Penalty: 5566.124512
	Iteration 20F: 3 clusters Score -9582927 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -9583114.000000 Penalty: 5566.124512
	Iteration 21Q: 3 clusters Score -9583114 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -9583306.000000 Penalty: 5566.124512
	Iteration 22Q: 3 clusters Score -9583306 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -9583570.000000 Penalty: 5566.124512
	Iteration 23Q: 3 clusters Score -9583570 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -9583821.000000 Penalty: 5566.124512
	Iteration 24Q: 3 clusters Score -9583821 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -9584060.000000 Penalty: 5566.124512
	Iteration 25Q: 3 clusters Score -9584060 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -9584331.000000 Penalty: 5566.124512
	Iteration 26Q: 3 clusters Score -9584331 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -9584670.000000 Penalty: 5566.124512
	Iteration 27Q: 3 clusters Score -9584670 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -9585052.000000 Penalty: 5566.124512
	Iteration 28Q: 3 clusters Score -9585052 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -9585484.000000 Penalty: 5566.124512
	Iteration 29Q: 3 clusters Score -9585484 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -9586009.000000 Penalty: 5566.124512
	Iteration 30Q: 3 clusters Score -9586009 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -9586589.000000 Penalty: 5566.124512
	Iteration 31Q: 3 clusters Score -9586589 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -9587209.000000 Penalty: 5566.124512
	Iteration 32Q: 3 clusters Score -9587209 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -9587942.000000 Penalty: 5566.124512
	Iteration 33Q: 3 clusters Score -9587942 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -9588727.000000 Penalty: 5566.124512
	Iteration 34Q: 3 clusters Score -9588727 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -9589554.000000 Penalty: 5566.124512
	Iteration 35Q: 3 clusters Score -9589554 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -9590394.000000 Penalty: 5566.124512
	Iteration 36Q: 3 clusters Score -9590394 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -9591125.000000 Penalty: 5566.124512
	Iteration 37Q: 3 clusters Score -9591125 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -9591775.000000 Penalty: 5566.124512
	Iteration 38Q: 3 clusters Score -9591775 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -9592457.000000 Penalty: 5566.124512
	Iteration 39Q: 3 clusters Score -9592457 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -9592978.000000 Penalty: 5566.124512
	Iteration 40F: 3 clusters Score -9592978 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -9593369.000000 Penalty: 5566.124512
	Iteration 41Q: 3 clusters Score -9593369 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -9593670.000000 Penalty: 5566.124512
	Iteration 42Q: 3 clusters Score -9593670 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9593898.000000 Penalty: 5566.124512
	Iteration 43Q: 3 clusters Score -9593898 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -9594109.000000 Penalty: 5566.124512
	Iteration 44Q: 3 clusters Score -9594109 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9594215.000000 Penalty: 5566.124512
	Iteration 45Q: 3 clusters Score -9594215 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9594279.000000 Penalty: 5566.124512
	Iteration 46Q: 3 clusters Score -9594279 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9594314.000000 Penalty: 5566.124512
	Iteration 47Q: 3 clusters Score -9594314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9594342.000000 Penalty: 5566.124512
	Iteration 48Q: 3 clusters Score -9594342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9594342.000000 Penalty: 5566.124512
	Iteration 49Q: 3 clusters Score -9594342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9594363.000000 Penalty: 5566.124512
	Iteration 50Q: 3 clusters Score -9594363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9594367.000000 Penalty: 5566.124512
	Iteration 51Q: 3 clusters Score -9594367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9594367.000000 Penalty: 5566.124512
	Iteration 52Q: 3 clusters Score -9594367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9594375.000000 Penalty: 5566.124512
	Iteration 53Q: 3 clusters Score -9594375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9594399.000000 Penalty: 5566.124512
	Iteration 54Q: 3 clusters Score -9594399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9594390.000000 Penalty: 5566.124512
	Iteration 55Q: 3 clusters Score -9594390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9594403.000000 Penalty: 5566.124512
	Iteration 56Q: 3 clusters Score -9594403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9594405.000000 Penalty: 5566.124512
	Iteration 57Q: 3 clusters Score -9594405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -9594405.000000 Penalty: 5566.124512
	Iteration 58Q: 3 clusters Score -9594405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73005 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9594405.000000 Penalty: 5566.124512
	Iteration 59Q: 3 clusters Score -9594405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9594404.000000 Penalty: 5566.124512
	Iteration 60F: 3 clusters Score -9594404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9594411.000000 Penalty: 5566.124512
	Iteration 61Q: 3 clusters Score -9594411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9594417.000000 Penalty: 5566.124512
	Iteration 62Q: 3 clusters Score -9594417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9594411.000000 Penalty: 5566.124512
	Iteration 63Q: 3 clusters Score -9594411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9594411.000000 Penalty: 5566.124512
	Iteration 64F: 3 clusters Score -9594411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107947 members 
Entering Unmasked Estep 
Score: -13720560.000000 Penalty: 2874.170166
	Iteration 0F: 2 clusters Score -1.372056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -13648359.000000 Penalty: 5748.340332
	Iteration 0F: 3 clusters Score -1.364836e+07 nChanged 51175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -13677965.000000 Penalty: 5748.340332
	Iteration 1F: 3 clusters Score -1.367796e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -13678944.000000 Penalty: 5748.340332
	Iteration 2Q: 3 clusters Score -1.367894e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -13680289.000000 Penalty: 5748.340332
	Iteration 3Q: 3 clusters Score -1.368029e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -13682460.000000 Penalty: 5748.340332
	Iteration 4Q: 3 clusters Score -1.368246e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -13685826.000000 Penalty: 5748.340332
	Iteration 5F: 3 clusters Score -1.368583e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -13689969.000000 Penalty: 5748.340332
	Iteration 6F: 3 clusters Score -1.368997e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -13694155.000000 Penalty: 5748.340332
	Iteration 7F: 3 clusters Score -1.369416e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -13697554.000000 Penalty: 5748.340332
	Iteration 8F: 3 clusters Score -1.369755e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -13699832.000000 Penalty: 5748.340332
	Iteration 9Q: 3 clusters Score -1.369983e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -13701380.000000 Penalty: 5748.340332
	Iteration 10Q: 3 clusters Score -1.370138e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -13702650.000000 Penalty: 5748.340332
	Iteration 11Q: 3 clusters Score -1.370265e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -13703920.000000 Penalty: 5748.340332
	Iteration 12Q: 3 clusters Score -1.370392e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -13705333.000000 Penalty: 5748.340332
	Iteration 13Q: 3 clusters Score -1.370533e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 89053 members 
Entering Unmasked Estep 
Score: -13706959.000000 Penalty: 5748.340332
	Iteration 14Q: 3 clusters Score -1.370696e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -13708687.000000 Penalty: 5748.340332
	Iteration 15Q: 3 clusters Score -1.370869e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -13710354.000000 Penalty: 5748.340332
	Iteration 16Q: 3 clusters Score -1.371035e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -13711813.000000 Penalty: 5748.340332
	Iteration 17Q: 3 clusters Score -1.371181e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 97465 members 
Entering Unmasked Estep 
Score: -13712983.000000 Penalty: 5748.340332
	Iteration 18Q: 3 clusters Score -1.371298e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 98739 members 
Entering Unmasked Estep 
Score: -13713783.000000 Penalty: 5748.340332
	Iteration 19Q: 3 clusters Score -1.371378e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -13714535.000000 Penalty: 5748.340332
	Iteration 20F: 3 clusters Score -1.371454e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -13715137.000000 Penalty: 5748.340332
	Iteration 21Q: 3 clusters Score -1.371514e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -13715574.000000 Penalty: 5748.340332
	Iteration 22Q: 3 clusters Score -1.371557e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -13715949.000000 Penalty: 5748.340332
	Iteration 23Q: 3 clusters Score -1.371595e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 102954 members 
Entering Unmasked Estep 
Score: -13716298.000000 Penalty: 5748.340332
	Iteration 24Q: 3 clusters Score -1.37163e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -13716606.000000 Penalty: 5748.340332
	Iteration 25Q: 3 clusters Score -1.371661e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -13716907.000000 Penalty: 5748.340332
	Iteration 26Q: 3 clusters Score -1.371691e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 104341 members 
Entering Unmasked Estep 
Score: -13717082.000000 Penalty: 5748.340332
	Iteration 27Q: 3 clusters Score -1.371708e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 104672 members 
Entering Unmasked Estep 
Score: -13717269.000000 Penalty: 5748.340332
	Iteration 28Q: 3 clusters Score -1.371727e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -13717374.000000 Penalty: 5748.340332
	Iteration 29Q: 3 clusters Score -1.371737e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 105175 members 
Entering Unmasked Estep 
Score: -13717478.000000 Penalty: 5748.340332
	Iteration 30Q: 3 clusters Score -1.371748e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 105358 members 
Entering Unmasked Estep 
Score: -13717585.000000 Penalty: 5748.340332
	Iteration 31Q: 3 clusters Score -1.371758e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 105518 members 
Entering Unmasked Estep 
Score: -13717670.000000 Penalty: 5748.340332
	Iteration 32Q: 3 clusters Score -1.371767e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 105670 members 
Entering Unmasked Estep 
Score: -13717751.000000 Penalty: 5748.340332
	Iteration 33Q: 3 clusters Score -1.371775e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -13717809.000000 Penalty: 5748.340332
	Iteration 34Q: 3 clusters Score -1.371781e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 105902 members 
Entering Unmasked Estep 
Score: -13717860.000000 Penalty: 5748.340332
	Iteration 35Q: 3 clusters Score -1.371786e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 105985 members 
Entering Unmasked Estep 
Score: -13717877.000000 Penalty: 5748.340332
	Iteration 36Q: 3 clusters Score -1.371788e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -13717897.000000 Penalty: 5748.340332
	Iteration 37Q: 3 clusters Score -1.37179e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 106155 members 
Entering Unmasked Estep 
Score: -13717929.000000 Penalty: 5748.340332
	Iteration 38Q: 3 clusters Score -1.371793e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -13717951.000000 Penalty: 5748.340332
	Iteration 39Q: 3 clusters Score -1.371795e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13717951.000000 Penalty: 5748.340332
	Iteration 40F: 3 clusters Score -1.371795e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -13717998.000000 Penalty: 5748.340332
	Iteration 41Q: 3 clusters Score -1.3718e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -13718031.000000 Penalty: 5748.340332
	Iteration 42Q: 3 clusters Score -1.371803e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 106438 members 
Entering Unmasked Estep 
Score: -13718065.000000 Penalty: 5748.340332
	Iteration 43Q: 3 clusters Score -1.371806e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -13718077.000000 Penalty: 5748.340332
	Iteration 44Q: 3 clusters Score -1.371808e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 106519 members 
Entering Unmasked Estep 
Score: -13718097.000000 Penalty: 5748.340332
	Iteration 45Q: 3 clusters Score -1.37181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 106545 members 
Entering Unmasked Estep 
Score: -13718093.000000 Penalty: 5748.340332
	Iteration 46Q: 3 clusters Score -1.371809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -13718094.000000 Penalty: 5748.340332
	Iteration 47Q: 3 clusters Score -1.371809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -13718110.000000 Penalty: 5748.340332
	Iteration 48Q: 3 clusters Score -1.371811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
Score: -13718105.000000 Penalty: 5748.340332
	Iteration 49Q: 3 clusters Score -1.37181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -13718120.000000 Penalty: 5748.340332
	Iteration 50Q: 3 clusters Score -1.371812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 106628 members 
Entering Unmasked Estep 
Score: -13718122.000000 Penalty: 5748.340332
	Iteration 51Q: 3 clusters Score -1.371812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 106645 members 
Entering Unmasked Estep 
Score: -13718128.000000 Penalty: 5748.340332
	Iteration 52Q: 3 clusters Score -1.371813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
Score: -13718126.000000 Penalty: 5748.340332
	Iteration 53Q: 3 clusters Score -1.371813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -13718128.000000 Penalty: 5748.340332
	Iteration 54Q: 3 clusters Score -1.371813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -13718128.000000 Penalty: 5748.340332
	Iteration 55Q: 3 clusters Score -1.371813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -13718142.000000 Penalty: 5748.340332
	Iteration 56Q: 3 clusters Score -1.371814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 106735 members 
Entering Unmasked Estep 
Score: -13718158.000000 Penalty: 5748.340332
	Iteration 57Q: 3 clusters Score -1.371816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -13718168.000000 Penalty: 5748.340332
	Iteration 58Q: 3 clusters Score -1.371817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -13718174.000000 Penalty: 5748.340332
	Iteration 59Q: 3 clusters Score -1.371817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 106761 members 
Entering Unmasked Estep 
Score: -13718179.000000 Penalty: 5748.340332
	Iteration 60F: 3 clusters Score -1.371818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -13718183.000000 Penalty: 5748.340332
	Iteration 61Q: 3 clusters Score -1.371818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -13718195.000000 Penalty: 5748.340332
	Iteration 62Q: 3 clusters Score -1.37182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -13718184.000000 Penalty: 5748.340332
	Iteration 63Q: 3 clusters Score -1.371818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13718189.000000 Penalty: 5748.340332
	Iteration 64Q: 3 clusters Score -1.371819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13718183.000000 Penalty: 5748.340332
	Iteration 65Q: 3 clusters Score -1.371818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -13718197.000000 Penalty: 5748.340332
	Iteration 66Q: 3 clusters Score -1.37182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -13718190.000000 Penalty: 5748.340332
	Iteration 67Q: 3 clusters Score -1.371819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -13718197.000000 Penalty: 5748.340332
	Iteration 68Q: 3 clusters Score -1.37182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -13718197.000000 Penalty: 5748.340332
	Iteration 69Q: 3 clusters Score -1.37182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -13718202.000000 Penalty: 5748.340332
	Iteration 70Q: 3 clusters Score -1.37182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -13718199.000000 Penalty: 5748.340332
	Iteration 71Q: 3 clusters Score -1.37182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13718195.000000 Penalty: 5748.340332
	Iteration 72Q: 3 clusters Score -1.37182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13718196.000000 Penalty: 5748.340332
	Iteration 73Q: 3 clusters Score -1.37182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -13718195.000000 Penalty: 5748.340332
	Iteration 74Q: 3 clusters Score -1.37182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -13718190.000000 Penalty: 5748.340332
	Iteration 75Q: 3 clusters Score -1.371819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -13718194.000000 Penalty: 5748.340332
	Iteration 76Q: 3 clusters Score -1.371819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -13718191.000000 Penalty: 5748.340332
	Iteration 77Q: 3 clusters Score -1.371819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -13718191.000000 Penalty: 5748.340332
	Iteration 78F: 3 clusters Score -1.371819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -267914.593750 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -267914.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -265269.000000 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -265269 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -265736.312500 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -265736.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -265868.468750 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -265868.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -265931.968750 Penalty: 3783.986084
	Iteration 3Q: 3 clusters Score -265932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -265980.062500 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -265980.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -266021.500000 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -266021.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -266056.906250 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -266056.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -266082.562500 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -266082.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -266099.750000 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -266099.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -266109.843750 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -266109.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -266122.468750 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -266122.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -266134.062500 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -266134.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -266145.281250 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -266145.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -266157.593750 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -266157.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -266172.250000 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -266172.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -266184.312500 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -266184.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -266195.312500 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -266195.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -266204.906250 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -266204.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -266213.687500 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -266213.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -266224.625000 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -266224.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -266232.593750 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -266232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -266239.312500 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -266239.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -266245.375000 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -266245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -266251.000000 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -266251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -266254.656250 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -266254.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -266257.000000 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -266257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -266258.343750 Penalty: 3783.986084
	Iteration 26Q: 3 clusters Score -266258.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -266259.937500 Penalty: 3783.986084
	Iteration 27Q: 3 clusters Score -266259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -266261.656250 Penalty: 3783.986084
	Iteration 28Q: 3 clusters Score -266261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -266263.093750 Penalty: 3783.986084
	Iteration 29Q: 3 clusters Score -266263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -266263.750000 Penalty: 3783.986084
	Iteration 30Q: 3 clusters Score -266263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -266263.937500 Penalty: 3783.986084
	Iteration 31Q: 3 clusters Score -266263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -266263.937500 Penalty: 3783.986084
	Iteration 32F: 3 clusters Score -266263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Entering Unmasked Estep 
Score: -521785.250000 Penalty: 2071.842285
	Iteration 0F: 2 clusters Score -521785.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -517725.156250 Penalty: 4143.684570
	Iteration 0F: 3 clusters Score -517725.2 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -518675.937500 Penalty: 4143.684570
	Iteration 1F: 3 clusters Score -518675.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -518859.968750 Penalty: 4143.684570
	Iteration 2F: 3 clusters Score -518860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -518980.281250 Penalty: 4143.684570
	Iteration 3F: 3 clusters Score -518980.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -519062.218750 Penalty: 4143.684570
	Iteration 4Q: 3 clusters Score -519062.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -519125.875000 Penalty: 4143.684570
	Iteration 5Q: 3 clusters Score -519125.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -519176.250000 Penalty: 4143.684570
	Iteration 6Q: 3 clusters Score -519176.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -519218.187500 Penalty: 4143.684570
	Iteration 7Q: 3 clusters Score -519218.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -519257.312500 Penalty: 4143.684570
	Iteration 8Q: 3 clusters Score -519257.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -519286.156250 Penalty: 4143.684570
	Iteration 9Q: 3 clusters Score -519286.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -519309.531250 Penalty: 4143.684570
	Iteration 10Q: 3 clusters Score -519309.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -519336.093750 Penalty: 4143.684570
	Iteration 11Q: 3 clusters Score -519336.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -519366.125000 Penalty: 4143.684570
	Iteration 12Q: 3 clusters Score -519366.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -519397.906250 Penalty: 4143.684570
	Iteration 13Q: 3 clusters Score -519397.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -519437.468750 Penalty: 4143.684570
	Iteration 14Q: 3 clusters Score -519437.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -519478.437500 Penalty: 4143.684570
	Iteration 15Q: 3 clusters Score -519478.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -519512.843750 Penalty: 4143.684570
	Iteration 16Q: 3 clusters Score -519512.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -519540.281250 Penalty: 4143.684570
	Iteration 17Q: 3 clusters Score -519540.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -519567.906250 Penalty: 4143.684570
	Iteration 18Q: 3 clusters Score -519567.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -519597.312500 Penalty: 4143.684570
	Iteration 19Q: 3 clusters Score -519597.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -519623.687500 Penalty: 4143.684570
	Iteration 20F: 3 clusters Score -519623.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -519647.531250 Penalty: 4143.684570
	Iteration 21Q: 3 clusters Score -519647.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -519676.500000 Penalty: 4143.684570
	Iteration 22Q: 3 clusters Score -519676.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -519702.750000 Penalty: 4143.684570
	Iteration 23Q: 3 clusters Score -519702.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -519726.843750 Penalty: 4143.684570
	Iteration 24Q: 3 clusters Score -519726.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -519746.562500 Penalty: 4143.684570
	Iteration 25Q: 3 clusters Score -519746.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -519762.250000 Penalty: 4143.684570
	Iteration 26Q: 3 clusters Score -519762.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -519772.500000 Penalty: 4143.684570
	Iteration 27Q: 3 clusters Score -519772.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -519779.875000 Penalty: 4143.684570
	Iteration 28Q: 3 clusters Score -519779.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -519789.625000 Penalty: 4143.684570
	Iteration 29Q: 3 clusters Score -519789.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -519801.687500 Penalty: 4143.684570
	Iteration 30Q: 3 clusters Score -519801.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -519817.656250 Penalty: 4143.684570
	Iteration 31Q: 3 clusters Score -519817.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -519835.281250 Penalty: 4143.684570
	Iteration 32Q: 3 clusters Score -519835.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -519857.093750 Penalty: 4143.684570
	Iteration 33Q: 3 clusters Score -519857.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -519873.437500 Penalty: 4143.684570
	Iteration 34Q: 3 clusters Score -519873.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -519893.906250 Penalty: 4143.684570
	Iteration 35Q: 3 clusters Score -519893.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -519908.968750 Penalty: 4143.684570
	Iteration 36Q: 3 clusters Score -519909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -519922.812500 Penalty: 4143.684570
	Iteration 37Q: 3 clusters Score -519922.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -519929.875000 Penalty: 4143.684570
	Iteration 38Q: 3 clusters Score -519929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -519935.875000 Penalty: 4143.684570
	Iteration 39Q: 3 clusters Score -519935.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -519942.968750 Penalty: 4143.684570
	Iteration 40F: 3 clusters Score -519943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -519950.656250 Penalty: 4143.684570
	Iteration 41Q: 3 clusters Score -519950.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -519956.156250 Penalty: 4143.684570
	Iteration 42Q: 3 clusters Score -519956.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -519963.062500 Penalty: 4143.684570
	Iteration 43Q: 3 clusters Score -519963.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -519971.156250 Penalty: 4143.684570
	Iteration 44Q: 3 clusters Score -519971.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -519980.343750 Penalty: 4143.684570
	Iteration 45Q: 3 clusters Score -519980.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -519986.000000 Penalty: 4143.684570
	Iteration 46Q: 3 clusters Score -519986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -519992.875000 Penalty: 4143.684570
	Iteration 47Q: 3 clusters Score -519992.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -520001.531250 Penalty: 4143.684570
	Iteration 48Q: 3 clusters Score -520001.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -520008.500000 Penalty: 4143.684570
	Iteration 49Q: 3 clusters Score -520008.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -520016.750000 Penalty: 4143.684570
	Iteration 50Q: 3 clusters Score -520016.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -520026.000000 Penalty: 4143.684570
	Iteration 51Q: 3 clusters Score -520026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -520034.031250 Penalty: 4143.684570
	Iteration 52Q: 3 clusters Score -520034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -520039.500000 Penalty: 4143.684570
	Iteration 53Q: 3 clusters Score -520039.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -520045.625000 Penalty: 4143.684570
	Iteration 54Q: 3 clusters Score -520045.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -520052.125000 Penalty: 4143.684570
	Iteration 55Q: 3 clusters Score -520052.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -520059.687500 Penalty: 4143.684570
	Iteration 56Q: 3 clusters Score -520059.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -520071.375000 Penalty: 4143.684570
	Iteration 57Q: 3 clusters Score -520071.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -520081.250000 Penalty: 4143.684570
	Iteration 58Q: 3 clusters Score -520081.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -520091.781250 Penalty: 4143.684570
	Iteration 59Q: 3 clusters Score -520091.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -520105.531250 Penalty: 4143.684570
	Iteration 60F: 3 clusters Score -520105.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -520116.750000 Penalty: 4143.684570
	Iteration 61Q: 3 clusters Score -520116.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -520131.468750 Penalty: 4143.684570
	Iteration 62Q: 3 clusters Score -520131.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -520142.875000 Penalty: 4143.684570
	Iteration 63Q: 3 clusters Score -520142.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -520156.468750 Penalty: 4143.684570
	Iteration 64Q: 3 clusters Score -520156.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -520167.875000 Penalty: 4143.684570
	Iteration 65Q: 3 clusters Score -520167.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -520178.500000 Penalty: 4143.684570
	Iteration 66Q: 3 clusters Score -520178.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -520190.343750 Penalty: 4143.684570
	Iteration 67Q: 3 clusters Score -520190.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -520202.250000 Penalty: 4143.684570
	Iteration 68Q: 3 clusters Score -520202.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -520209.375000 Penalty: 4143.684570
	Iteration 69Q: 3 clusters Score -520209.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -520216.906250 Penalty: 4143.684570
	Iteration 70Q: 3 clusters Score -520216.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -520226.625000 Penalty: 4143.684570
	Iteration 71Q: 3 clusters Score -520226.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -520230.593750 Penalty: 4143.684570
	Iteration 72Q: 3 clusters Score -520230.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -520233.625000 Penalty: 4143.684570
	Iteration 73Q: 3 clusters Score -520233.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -520238.406250 Penalty: 4143.684570
	Iteration 74Q: 3 clusters Score -520238.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -520243.218750 Penalty: 4143.684570
	Iteration 75Q: 3 clusters Score -520243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -520247.375000 Penalty: 4143.684570
	Iteration 76Q: 3 clusters Score -520247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -520253.750000 Penalty: 4143.684570
	Iteration 77Q: 3 clusters Score -520253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -520256.375000 Penalty: 4143.684570
	Iteration 78Q: 3 clusters Score -520256.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -520259.906250 Penalty: 4143.684570
	Iteration 79Q: 3 clusters Score -520259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -520264.156250 Penalty: 4143.684570
	Iteration 80F: 3 clusters Score -520264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -520266.906250 Penalty: 4143.684570
	Iteration 81Q: 3 clusters Score -520266.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -520270.218750 Penalty: 4143.684570
	Iteration 82Q: 3 clusters Score -520270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -520276.750000 Penalty: 4143.684570
	Iteration 83Q: 3 clusters Score -520276.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -520281.437500 Penalty: 4143.684570
	Iteration 84Q: 3 clusters Score -520281.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -520285.468750 Penalty: 4143.684570
	Iteration 85Q: 3 clusters Score -520285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -520288.000000 Penalty: 4143.684570
	Iteration 86Q: 3 clusters Score -520288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -520291.875000 Penalty: 4143.684570
	Iteration 87Q: 3 clusters Score -520291.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -520295.062500 Penalty: 4143.684570
	Iteration 88Q: 3 clusters Score -520295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -520297.343750 Penalty: 4143.684570
	Iteration 89Q: 3 clusters Score -520297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -520300.062500 Penalty: 4143.684570
	Iteration 90Q: 3 clusters Score -520300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -520302.531250 Penalty: 4143.684570
	Iteration 91Q: 3 clusters Score -520302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -520305.812500 Penalty: 4143.684570
	Iteration 92Q: 3 clusters Score -520305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -520306.187500 Penalty: 4143.684570
	Iteration 93Q: 3 clusters Score -520306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -520308.437500 Penalty: 4143.684570
	Iteration 94Q: 3 clusters Score -520308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -520308.656250 Penalty: 4143.684570
	Iteration 95Q: 3 clusters Score -520308.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -520308.656250 Penalty: 4143.684570
	Iteration 96F: 3 clusters Score -520308.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -643518.125000 Penalty: 2113.648926
	Iteration 0F: 2 clusters Score -643518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -638900.812500 Penalty: 4227.297852
	Iteration 0F: 3 clusters Score -638900.8 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -640019.687500 Penalty: 4227.297852
	Iteration 1F: 3 clusters Score -640019.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -640284.812500 Penalty: 4227.297852
	Iteration 2F: 3 clusters Score -640284.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -640458.562500 Penalty: 4227.297852
	Iteration 3F: 3 clusters Score -640458.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -640609.375000 Penalty: 4227.297852
	Iteration 4Q: 3 clusters Score -640609.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -640759.062500 Penalty: 4227.297852
	Iteration 5Q: 3 clusters Score -640759.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -640948.625000 Penalty: 4227.297852
	Iteration 6Q: 3 clusters Score -640948.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -641214.937500 Penalty: 4227.297852
	Iteration 7F: 3 clusters Score -641214.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -641463.750000 Penalty: 4227.297852
	Iteration 8F: 3 clusters Score -641463.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -641732.062500 Penalty: 4227.297852
	Iteration 9F: 3 clusters Score -641732.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -641942.125000 Penalty: 4227.297852
	Iteration 10Q: 3 clusters Score -641942.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -642090.250000 Penalty: 4227.297852
	Iteration 11Q: 3 clusters Score -642090.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -642178.125000 Penalty: 4227.297852
	Iteration 12Q: 3 clusters Score -642178.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -642238.000000 Penalty: 4227.297852
	Iteration 13Q: 3 clusters Score -642238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -642283.187500 Penalty: 4227.297852
	Iteration 14Q: 3 clusters Score -642283.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -642314.750000 Penalty: 4227.297852
	Iteration 15Q: 3 clusters Score -642314.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -642334.500000 Penalty: 4227.297852
	Iteration 16Q: 3 clusters Score -642334.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -642346.187500 Penalty: 4227.297852
	Iteration 17Q: 3 clusters Score -642346.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -642354.687500 Penalty: 4227.297852
	Iteration 18Q: 3 clusters Score -642354.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -642364.250000 Penalty: 4227.297852
	Iteration 19Q: 3 clusters Score -642364.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -642371.625000 Penalty: 4227.297852
	Iteration 20F: 3 clusters Score -642371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -642373.750000 Penalty: 4227.297852
	Iteration 21Q: 3 clusters Score -642373.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -642376.500000 Penalty: 4227.297852
	Iteration 22Q: 3 clusters Score -642376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -642376.250000 Penalty: 4227.297852
	Iteration 23Q: 3 clusters Score -642376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -642378.687500 Penalty: 4227.297852
	Iteration 24Q: 3 clusters Score -642378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -642378.125000 Penalty: 4227.297852
	Iteration 25Q: 3 clusters Score -642378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -642378.312500 Penalty: 4227.297852
	Iteration 26Q: 3 clusters Score -642378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -642378.437500 Penalty: 4227.297852
	Iteration 27Q: 3 clusters Score -642378.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -642378.437500 Penalty: 4227.297852
	Iteration 28F: 3 clusters Score -642378.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -152762.671875 Penalty: 1776.466675
	Iteration 0F: 2 clusters Score -152762.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -150651.187500 Penalty: 3552.933350
	Iteration 0F: 3 clusters Score -150651.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -151080.312500 Penalty: 3552.933350
	Iteration 1F: 3 clusters Score -151080.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -151318.718750 Penalty: 3552.933350
	Iteration 2F: 3 clusters Score -151318.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -151601.468750 Penalty: 3552.933350
	Iteration 3F: 3 clusters Score -151601.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -151936.437500 Penalty: 3552.933350
	Iteration 4F: 3 clusters Score -151936.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152058.703125 Penalty: 3552.933350
	Iteration 5Q: 3 clusters Score -152058.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -152179.703125 Penalty: 3552.933350
	Iteration 6Q: 3 clusters Score -152179.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -152274.687500 Penalty: 3552.933350
	Iteration 7Q: 3 clusters Score -152274.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152330.453125 Penalty: 3552.933350
	Iteration 8Q: 3 clusters Score -152330.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152366.500000 Penalty: 3552.933350
	Iteration 9Q: 3 clusters Score -152366.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152394.015625 Penalty: 3552.933350
	Iteration 10Q: 3 clusters Score -152394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152422.046875 Penalty: 3552.933350
	Iteration 11Q: 3 clusters Score -152422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152439.250000 Penalty: 3552.933350
	Iteration 12Q: 3 clusters Score -152439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -152448.687500 Penalty: 3552.933350
	Iteration 13Q: 3 clusters Score -152448.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152457.875000 Penalty: 3552.933350
	Iteration 14Q: 3 clusters Score -152457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -152465.453125 Penalty: 3552.933350
	Iteration 15Q: 3 clusters Score -152465.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -152478.093750 Penalty: 3552.933350
	Iteration 16Q: 3 clusters Score -152478.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152485.125000 Penalty: 3552.933350
	Iteration 17Q: 3 clusters Score -152485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -152492.359375 Penalty: 3552.933350
	Iteration 18Q: 3 clusters Score -152492.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -152500.250000 Penalty: 3552.933350
	Iteration 19Q: 3 clusters Score -152500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152517.125000 Penalty: 3552.933350
	Iteration 20F: 3 clusters Score -152517.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152543.937500 Penalty: 3552.933350
	Iteration 21Q: 3 clusters Score -152543.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152565.421875 Penalty: 3552.933350
	Iteration 22Q: 3 clusters Score -152565.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152597.328125 Penalty: 3552.933350
	Iteration 23Q: 3 clusters Score -152597.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -152636.500000 Penalty: 3552.933350
	Iteration 24Q: 3 clusters Score -152636.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152676.421875 Penalty: 3552.933350
	Iteration 25Q: 3 clusters Score -152676.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152728.203125 Penalty: 3552.933350
	Iteration 26Q: 3 clusters Score -152728.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -152837.437500 Penalty: 3552.933350
	Iteration 27Q: 3 clusters Score -152837.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -152966.359375 Penalty: 3552.933350
	Iteration 28Q: 3 clusters Score -152966.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -153073.859375 Penalty: 3552.933350
	Iteration 29Q: 3 clusters Score -153073.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -153172.921875 Penalty: 3552.933350
	Iteration 30Q: 3 clusters Score -153172.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -153401.203125 Penalty: 3552.933350
	Iteration 31Q: 3 clusters Score -153401.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -153545.437500 Penalty: 3552.933350
	Iteration 32Q: 3 clusters Score -153545.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153577.328125 Penalty: 3552.933350
	Iteration 33Q: 3 clusters Score -153577.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -153596.000000 Penalty: 3552.933350
	Iteration 34Q: 3 clusters Score -153596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153613.468750 Penalty: 3552.933350
	Iteration 35Q: 3 clusters Score -153613.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -153623.156250 Penalty: 3552.933350
	Iteration 36Q: 3 clusters Score -153623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -153629.625000 Penalty: 3552.933350
	Iteration 37Q: 3 clusters Score -153629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -153633.062500 Penalty: 3552.933350
	Iteration 38Q: 3 clusters Score -153633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -153639.625000 Penalty: 3552.933350
	Iteration 39Q: 3 clusters Score -153639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -153649.625000 Penalty: 3552.933350
	Iteration 40F: 3 clusters Score -153649.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -153670.609375 Penalty: 3552.933350
	Iteration 41Q: 3 clusters Score -153670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153694.875000 Penalty: 3552.933350
	Iteration 42Q: 3 clusters Score -153694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -153717.250000 Penalty: 3552.933350
	Iteration 43Q: 3 clusters Score -153717.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -153733.781250 Penalty: 3552.933350
	Iteration 44Q: 3 clusters Score -153733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -153739.656250 Penalty: 3552.933350
	Iteration 45Q: 3 clusters Score -153739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -153742.062500 Penalty: 3552.933350
	Iteration 46Q: 3 clusters Score -153742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -153745.421875 Penalty: 3552.933350
	Iteration 47Q: 3 clusters Score -153745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -153745.421875 Penalty: 3552.933350
	Iteration 48F: 3 clusters Score -153745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 799 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152823 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19294 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 74759 members 
Mstep: Class 9 contains 107947 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 613 members 
Mstep: Class 14 contains 9346 members 
Mstep: Class 15 contains 9453 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 38354 members 
Mstep: Class 21 contains 56596 members 
Mstep: Class 22 contains 31949 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32822 members 
Mstep: Class 27 contains 1188 members 
Mstep: Class 28 contains 25539 members 
Mstep: Class 29 contains 18332 members 
Mstep: Class 30 contains 506 members 
Mstep: Class 31 contains 678 members 
Entering Unmasked Estep 
Score: -77999080.000000 Penalty: 102638.695312
Splitting cluster 13 changes total score from -77997600.000000 to -77999080.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (9346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Entering Unmasked Estep 
Score: -1099670.250000 Penalty: 2267.390625
	Iteration 0F: 2 clusters Score -1099670 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 4710 members 
Entering Unmasked Estep 
Score: -1092398.375000 Penalty: 4534.781250
	Iteration 0F: 3 clusters Score -1092398 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1094478.375000 Penalty: 4534.781250
	Iteration 1F: 3 clusters Score -1094478 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1094773.125000 Penalty: 4534.781250
	Iteration 2F: 3 clusters Score -1094773 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1094996.250000 Penalty: 4534.781250
	Iteration 3F: 3 clusters Score -1094996 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1095184.250000 Penalty: 4534.781250
	Iteration 4Q: 3 clusters Score -1095184 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1095370.000000 Penalty: 4534.781250
	Iteration 5Q: 3 clusters Score -1095370 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1095574.750000 Penalty: 4534.781250
	Iteration 6Q: 3 clusters Score -1095575 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1095745.750000 Penalty: 4534.781250
	Iteration 7Q: 3 clusters Score -1095746 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1095938.375000 Penalty: 4534.781250
	Iteration 8Q: 3 clusters Score -1095938 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1096188.750000 Penalty: 4534.781250
	Iteration 9Q: 3 clusters Score -1096189 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1096473.375000 Penalty: 4534.781250
	Iteration 10Q: 3 clusters Score -1096473 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1096755.000000 Penalty: 4534.781250
	Iteration 11Q: 3 clusters Score -1096755 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1096993.250000 Penalty: 4534.781250
	Iteration 12Q: 3 clusters Score -1096993 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1097201.875000 Penalty: 4534.781250
	Iteration 13Q: 3 clusters Score -1097202 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1097371.250000 Penalty: 4534.781250
	Iteration 14Q: 3 clusters Score -1097371 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1097466.000000 Penalty: 4534.781250
	Iteration 15Q: 3 clusters Score -1097466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1097545.875000 Penalty: 4534.781250
	Iteration 16Q: 3 clusters Score -1097546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1097599.750000 Penalty: 4534.781250
	Iteration 17Q: 3 clusters Score -1097600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1097643.375000 Penalty: 4534.781250
	Iteration 18Q: 3 clusters Score -1097643 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1097677.875000 Penalty: 4534.781250
	Iteration 19Q: 3 clusters Score -1097678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1097703.000000 Penalty: 4534.781250
	Iteration 20F: 3 clusters Score -1097703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1097722.250000 Penalty: 4534.781250
	Iteration 21Q: 3 clusters Score -1097722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1097738.250000 Penalty: 4534.781250
	Iteration 22Q: 3 clusters Score -1097738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1097748.750000 Penalty: 4534.781250
	Iteration 23Q: 3 clusters Score -1097749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1097754.375000 Penalty: 4534.781250
	Iteration 24Q: 3 clusters Score -1097754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1097758.250000 Penalty: 4534.781250
	Iteration 25Q: 3 clusters Score -1097758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1097765.375000 Penalty: 4534.781250
	Iteration 26Q: 3 clusters Score -1097765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1097767.750000 Penalty: 4534.781250
	Iteration 27Q: 3 clusters Score -1097768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1097770.875000 Penalty: 4534.781250
	Iteration 28Q: 3 clusters Score -1097771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1097771.000000 Penalty: 4534.781250
	Iteration 29Q: 3 clusters Score -1097771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1097772.500000 Penalty: 4534.781250
	Iteration 30Q: 3 clusters Score -1097772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1097774.125000 Penalty: 4534.781250
	Iteration 31Q: 3 clusters Score -1097774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1097774.125000 Penalty: 4534.781250
	Iteration 32F: 3 clusters Score -1097774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Entering Unmasked Estep 
Score: -1171168.875000 Penalty: 2270.213623
	Iteration 0F: 2 clusters Score -1171169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1163834.125000 Penalty: 4540.427246
	Iteration 0F: 3 clusters Score -1163834 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1165851.875000 Penalty: 4540.427246
	Iteration 1F: 3 clusters Score -1165852 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1166194.500000 Penalty: 4540.427246
	Iteration 2F: 3 clusters Score -1166194 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1166477.000000 Penalty: 4540.427246
	Iteration 3F: 3 clusters Score -1166477 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1166770.125000 Penalty: 4540.427246
	Iteration 4Q: 3 clusters Score -1166770 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1167094.250000 Penalty: 4540.427246
	Iteration 5Q: 3 clusters Score -1167094 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1167400.875000 Penalty: 4540.427246
	Iteration 6Q: 3 clusters Score -1167401 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1167672.250000 Penalty: 4540.427246
	Iteration 7Q: 3 clusters Score -1167672 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1167912.000000 Penalty: 4540.427246
	Iteration 8Q: 3 clusters Score -1167912 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1168086.000000 Penalty: 4540.427246
	Iteration 9Q: 3 clusters Score -1168086 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1168234.625000 Penalty: 4540.427246
	Iteration 10Q: 3 clusters Score -1168235 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1168375.125000 Penalty: 4540.427246
	Iteration 11Q: 3 clusters Score -1168375 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1168499.750000 Penalty: 4540.427246
	Iteration 12Q: 3 clusters Score -1168500 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1168592.625000 Penalty: 4540.427246
	Iteration 13Q: 3 clusters Score -1168593 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1168680.125000 Penalty: 4540.427246
	Iteration 14Q: 3 clusters Score -1168680 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1168746.750000 Penalty: 4540.427246
	Iteration 15Q: 3 clusters Score -1168747 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1168803.500000 Penalty: 4540.427246
	Iteration 16Q: 3 clusters Score -1168804 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1168876.125000 Penalty: 4540.427246
	Iteration 17Q: 3 clusters Score -1168876 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1168948.125000 Penalty: 4540.427246
	Iteration 18Q: 3 clusters Score -1168948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1169015.750000 Penalty: 4540.427246
	Iteration 19Q: 3 clusters Score -1169016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1169096.750000 Penalty: 4540.427246
	Iteration 20F: 3 clusters Score -1169097 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1169164.375000 Penalty: 4540.427246
	Iteration 21Q: 3 clusters Score -1169164 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1169231.500000 Penalty: 4540.427246
	Iteration 22Q: 3 clusters Score -1169232 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1169286.250000 Penalty: 4540.427246
	Iteration 23Q: 3 clusters Score -1169286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1169334.625000 Penalty: 4540.427246
	Iteration 24Q: 3 clusters Score -1169335 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1169371.750000 Penalty: 4540.427246
	Iteration 25Q: 3 clusters Score -1169372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1169407.125000 Penalty: 4540.427246
	Iteration 26Q: 3 clusters Score -1169407 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1169441.875000 Penalty: 4540.427246
	Iteration 27Q: 3 clusters Score -1169442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1169469.250000 Penalty: 4540.427246
	Iteration 28Q: 3 clusters Score -1169469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1169490.125000 Penalty: 4540.427246
	Iteration 29Q: 3 clusters Score -1169490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1169510.250000 Penalty: 4540.427246
	Iteration 30Q: 3 clusters Score -1169510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1169520.500000 Penalty: 4540.427246
	Iteration 31Q: 3 clusters Score -1169520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1169529.250000 Penalty: 4540.427246
	Iteration 32Q: 3 clusters Score -1169529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1169536.000000 Penalty: 4540.427246
	Iteration 33Q: 3 clusters Score -1169536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1169540.250000 Penalty: 4540.427246
	Iteration 34Q: 3 clusters Score -1169540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1169541.000000 Penalty: 4540.427246
	Iteration 35Q: 3 clusters Score -1169541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1169545.000000 Penalty: 4540.427246
	Iteration 36Q: 3 clusters Score -1169545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1169544.875000 Penalty: 4540.427246
	Iteration 37Q: 3 clusters Score -1169545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1169549.875000 Penalty: 4540.427246
	Iteration 38Q: 3 clusters Score -1169550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1169550.625000 Penalty: 4540.427246
	Iteration 39Q: 3 clusters Score -1169551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1169553.125000 Penalty: 4540.427246
	Iteration 40F: 3 clusters Score -1169553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1169554.750000 Penalty: 4540.427246
	Iteration 41Q: 3 clusters Score -1169555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1169562.000000 Penalty: 4540.427246
	Iteration 42Q: 3 clusters Score -1169562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1169565.125000 Penalty: 4540.427246
	Iteration 43Q: 3 clusters Score -1169565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1169568.125000 Penalty: 4540.427246
	Iteration 44Q: 3 clusters Score -1169568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1169572.125000 Penalty: 4540.427246
	Iteration 45Q: 3 clusters Score -1169572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1169575.000000 Penalty: 4540.427246
	Iteration 46Q: 3 clusters Score -1169575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1169578.250000 Penalty: 4540.427246
	Iteration 47Q: 3 clusters Score -1169578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1169578.500000 Penalty: 4540.427246
	Iteration 48Q: 3 clusters Score -1169578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1169578.875000 Penalty: 4540.427246
	Iteration 49Q: 3 clusters Score -1169579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1169581.000000 Penalty: 4540.427246
	Iteration 50Q: 3 clusters Score -1169581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1169578.875000 Penalty: 4540.427246
	Iteration 51Q: 3 clusters Score -1169579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1169578.875000 Penalty: 4540.427246
	Iteration 52F: 3 clusters Score -1169579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -236310.078125 Penalty: 1888.104614
	Iteration 0F: 2 clusters Score -236310.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233713.625000 Penalty: 3776.209229
	Iteration 0F: 3 clusters Score -233713.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -234290.984375 Penalty: 3776.209229
	Iteration 1F: 3 clusters Score -234291 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -234536.468750 Penalty: 3776.209229
	Iteration 2F: 3 clusters Score -234536.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -234748.703125 Penalty: 3776.209229
	Iteration 3F: 3 clusters Score -234748.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -234901.140625 Penalty: 3776.209229
	Iteration 4F: 3 clusters Score -234901.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -235029.484375 Penalty: 3776.209229
	Iteration 5Q: 3 clusters Score -235029.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -235142.562500 Penalty: 3776.209229
	Iteration 6Q: 3 clusters Score -235142.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -235199.968750 Penalty: 3776.209229
	Iteration 7Q: 3 clusters Score -235200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -235242.812500 Penalty: 3776.209229
	Iteration 8Q: 3 clusters Score -235242.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -235273.234375 Penalty: 3776.209229
	Iteration 9Q: 3 clusters Score -235273.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -235291.234375 Penalty: 3776.209229
	Iteration 10Q: 3 clusters Score -235291.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -235307.828125 Penalty: 3776.209229
	Iteration 11Q: 3 clusters Score -235307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -235321.109375 Penalty: 3776.209229
	Iteration 12Q: 3 clusters Score -235321.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -235329.484375 Penalty: 3776.209229
	Iteration 13Q: 3 clusters Score -235329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -235334.000000 Penalty: 3776.209229
	Iteration 14Q: 3 clusters Score -235334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -235337.000000 Penalty: 3776.209229
	Iteration 15Q: 3 clusters Score -235337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -235338.250000 Penalty: 3776.209229
	Iteration 16Q: 3 clusters Score -235338.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -235339.703125 Penalty: 3776.209229
	Iteration 17Q: 3 clusters Score -235339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -235341.046875 Penalty: 3776.209229
	Iteration 18Q: 3 clusters Score -235341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -235341.046875 Penalty: 3776.209229
	Iteration 19F: 3 clusters Score -235341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -257062.765625 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -257062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -254346.968750 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -254347 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -254956.781250 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -254956.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -255223.281250 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -255223.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -255421.937500 Penalty: 3820.467773
	Iteration 3F: 3 clusters Score -255421.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -255594.171875 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -255594.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -255697.734375 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -255697.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -255760.781250 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -255760.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -255818.468750 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -255818.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -255848.593750 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -255848.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -255874.906250 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -255874.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -255905.468750 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -255905.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -255919.921875 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -255919.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -255932.250000 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -255932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -255938.062500 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -255938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -255951.500000 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -255951.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -255956.609375 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -255956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -255960.281250 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -255960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -255962.468750 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -255962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -255964.078125 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -255964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -255966.687500 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -255966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -255969.000000 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -255969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -255970.078125 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -255970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -255971.906250 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -255971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -255976.859375 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -255976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -255980.109375 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -255980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -255981.015625 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -255981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -255981.484375 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -255981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -255981.906250 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -255981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -255984.046875 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -255984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -255986.453125 Penalty: 3820.467773
	Iteration 29Q: 3 clusters Score -255986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -255987.843750 Penalty: 3820.467773
	Iteration 30Q: 3 clusters Score -255987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -255989.328125 Penalty: 3820.467773
	Iteration 31Q: 3 clusters Score -255989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -255989.812500 Penalty: 3820.467773
	Iteration 32Q: 3 clusters Score -255989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -255989.812500 Penalty: 3820.467773
	Iteration 33F: 3 clusters Score -255989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -825857.437500 Penalty: 2175.068848
	Iteration 0F: 2 clusters Score -825857.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -820501.812500 Penalty: 4350.137695
	Iteration 0F: 3 clusters Score -820501.8 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -822228.437500 Penalty: 4350.137695
	Iteration 1F: 3 clusters Score -822228.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -823070.687500 Penalty: 4350.137695
	Iteration 2F: 3 clusters Score -823070.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -823759.187500 Penalty: 4350.137695
	Iteration 3F: 3 clusters Score -823759.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -824245.187500 Penalty: 4350.137695
	Iteration 4F: 3 clusters Score -824245.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -824573.437500 Penalty: 4350.137695
	Iteration 5F: 3 clusters Score -824573.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -824746.250000 Penalty: 4350.137695
	Iteration 6Q: 3 clusters Score -824746.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -824850.250000 Penalty: 4350.137695
	Iteration 7Q: 3 clusters Score -824850.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -824935.000000 Penalty: 4350.137695
	Iteration 8Q: 3 clusters Score -824935 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -824995.937500 Penalty: 4350.137695
	Iteration 9Q: 3 clusters Score -824995.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -825043.312500 Penalty: 4350.137695
	Iteration 10Q: 3 clusters Score -825043.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -825088.937500 Penalty: 4350.137695
	Iteration 11Q: 3 clusters Score -825088.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -825117.500000 Penalty: 4350.137695
	Iteration 12Q: 3 clusters Score -825117.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -825144.187500 Penalty: 4350.137695
	Iteration 13Q: 3 clusters Score -825144.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -825181.312500 Penalty: 4350.137695
	Iteration 14Q: 3 clusters Score -825181.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -825218.312500 Penalty: 4350.137695
	Iteration 15Q: 3 clusters Score -825218.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -825242.750000 Penalty: 4350.137695
	Iteration 16Q: 3 clusters Score -825242.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -825263.125000 Penalty: 4350.137695
	Iteration 17Q: 3 clusters Score -825263.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -825275.062500 Penalty: 4350.137695
	Iteration 18Q: 3 clusters Score -825275.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -825284.750000 Penalty: 4350.137695
	Iteration 19Q: 3 clusters Score -825284.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -825294.750000 Penalty: 4350.137695
	Iteration 20F: 3 clusters Score -825294.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -825303.125000 Penalty: 4350.137695
	Iteration 21Q: 3 clusters Score -825303.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -825312.562500 Penalty: 4350.137695
	Iteration 22Q: 3 clusters Score -825312.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -825317.500000 Penalty: 4350.137695
	Iteration 23Q: 3 clusters Score -825317.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -825321.687500 Penalty: 4350.137695
	Iteration 24Q: 3 clusters Score -825321.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -825327.187500 Penalty: 4350.137695
	Iteration 25Q: 3 clusters Score -825327.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -825331.375000 Penalty: 4350.137695
	Iteration 26Q: 3 clusters Score -825331.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -825337.437500 Penalty: 4350.137695
	Iteration 27Q: 3 clusters Score -825337.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -825342.375000 Penalty: 4350.137695
	Iteration 28Q: 3 clusters Score -825342.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -825347.562500 Penalty: 4350.137695
	Iteration 29Q: 3 clusters Score -825347.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -825352.500000 Penalty: 4350.137695
	Iteration 30Q: 3 clusters Score -825352.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -825352.687500 Penalty: 4350.137695
	Iteration 31Q: 3 clusters Score -825352.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -825355.875000 Penalty: 4350.137695
	Iteration 32Q: 3 clusters Score -825355.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -825359.000000 Penalty: 4350.137695
	Iteration 33Q: 3 clusters Score -825359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -825359.375000 Penalty: 4350.137695
	Iteration 34Q: 3 clusters Score -825359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -825358.375000 Penalty: 4350.137695
	Iteration 35Q: 3 clusters Score -825358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -825360.312500 Penalty: 4350.137695
	Iteration 36Q: 3 clusters Score -825360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -825361.937500 Penalty: 4350.137695
	Iteration 37Q: 3 clusters Score -825361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -825361.937500 Penalty: 4350.137695
	Iteration 38F: 3 clusters Score -825361.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -431665.218750 Penalty: 2029.066772
	Iteration 0F: 2 clusters Score -431665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -428074.500000 Penalty: 4058.133545
	Iteration 0F: 3 clusters Score -428074.5 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -428877.906250 Penalty: 4058.133545
	Iteration 1F: 3 clusters Score -428877.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -429042.968750 Penalty: 4058.133545
	Iteration 2F: 3 clusters Score -429043 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -429148.156250 Penalty: 4058.133545
	Iteration 3Q: 3 clusters Score -429148.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -429232.625000 Penalty: 4058.133545
	Iteration 4Q: 3 clusters Score -429232.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -429305.031250 Penalty: 4058.133545
	Iteration 5Q: 3 clusters Score -429305 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -429376.875000 Penalty: 4058.133545
	Iteration 6Q: 3 clusters Score -429376.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -429455.375000 Penalty: 4058.133545
	Iteration 7Q: 3 clusters Score -429455.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -429527.843750 Penalty: 4058.133545
	Iteration 8Q: 3 clusters Score -429527.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -429598.218750 Penalty: 4058.133545
	Iteration 9Q: 3 clusters Score -429598.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -429666.750000 Penalty: 4058.133545
	Iteration 10Q: 3 clusters Score -429666.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -429736.125000 Penalty: 4058.133545
	Iteration 11Q: 3 clusters Score -429736.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -429816.812500 Penalty: 4058.133545
	Iteration 12Q: 3 clusters Score -429816.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -429901.656250 Penalty: 4058.133545
	Iteration 13Q: 3 clusters Score -429901.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -429979.500000 Penalty: 4058.133545
	Iteration 14Q: 3 clusters Score -429979.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -430089.531250 Penalty: 4058.133545
	Iteration 15Q: 3 clusters Score -430089.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -430191.718750 Penalty: 4058.133545
	Iteration 16Q: 3 clusters Score -430191.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -430278.812500 Penalty: 4058.133545
	Iteration 17Q: 3 clusters Score -430278.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -430367.250000 Penalty: 4058.133545
	Iteration 18Q: 3 clusters Score -430367.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -430437.718750 Penalty: 4058.133545
	Iteration 19Q: 3 clusters Score -430437.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -430514.406250 Penalty: 4058.133545
	Iteration 20F: 3 clusters Score -430514.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -430581.312500 Penalty: 4058.133545
	Iteration 21Q: 3 clusters Score -430581.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -430648.718750 Penalty: 4058.133545
	Iteration 22Q: 3 clusters Score -430648.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -430729.062500 Penalty: 4058.133545
	Iteration 23Q: 3 clusters Score -430729.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -430790.718750 Penalty: 4058.133545
	Iteration 24Q: 3 clusters Score -430790.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -430826.593750 Penalty: 4058.133545
	Iteration 25Q: 3 clusters Score -430826.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -430855.406250 Penalty: 4058.133545
	Iteration 26Q: 3 clusters Score -430855.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -430881.187500 Penalty: 4058.133545
	Iteration 27Q: 3 clusters Score -430881.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -430899.250000 Penalty: 4058.133545
	Iteration 28Q: 3 clusters Score -430899.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -430913.593750 Penalty: 4058.133545
	Iteration 29Q: 3 clusters Score -430913.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -430924.468750 Penalty: 4058.133545
	Iteration 30Q: 3 clusters Score -430924.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -430930.781250 Penalty: 4058.133545
	Iteration 31Q: 3 clusters Score -430930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -430935.562500 Penalty: 4058.133545
	Iteration 32Q: 3 clusters Score -430935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -430938.906250 Penalty: 4058.133545
	Iteration 33Q: 3 clusters Score -430938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -430941.187500 Penalty: 4058.133545
	Iteration 34Q: 3 clusters Score -430941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -430944.218750 Penalty: 4058.133545
	Iteration 35Q: 3 clusters Score -430944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -430946.250000 Penalty: 4058.133545
	Iteration 36Q: 3 clusters Score -430946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -430947.968750 Penalty: 4058.133545
	Iteration 37Q: 3 clusters Score -430948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -430947.343750 Penalty: 4058.133545
	Iteration 38Q: 3 clusters Score -430947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -430948.031250 Penalty: 4058.133545
	Iteration 39Q: 3 clusters Score -430948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -430949.468750 Penalty: 4058.133545
	Iteration 40F: 3 clusters Score -430949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -430949.906250 Penalty: 4058.133545
	Iteration 41Q: 3 clusters Score -430949.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -430949.906250 Penalty: 4058.133545
	Iteration 42F: 3 clusters Score -430949.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Entering Unmasked Estep 
Score: -4880451.000000 Penalty: 2617.544189
	Iteration 0F: 2 clusters Score -4880451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4854442.500000 Penalty: 5235.088379
	Iteration 0F: 3 clusters Score -4854442 nChanged 17459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4863928.500000 Penalty: 5235.088379
	Iteration 1F: 3 clusters Score -4863928 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -4864593.000000 Penalty: 5235.088379
	Iteration 2Q: 3 clusters Score -4864593 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4865464.500000 Penalty: 5235.088379
	Iteration 3Q: 3 clusters Score -4865464 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4866543.500000 Penalty: 5235.088379
	Iteration 4F: 3 clusters Score -4866544 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -4867837.500000 Penalty: 5235.088379
	Iteration 5F: 3 clusters Score -4867838 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -4869281.500000 Penalty: 5235.088379
	Iteration 6F: 3 clusters Score -4869282 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -4870725.500000 Penalty: 5235.088379
	Iteration 7F: 3 clusters Score -4870726 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4872165.500000 Penalty: 5235.088379
	Iteration 8F: 3 clusters Score -4872166 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -4873447.500000 Penalty: 5235.088379
	Iteration 9Q: 3 clusters Score -4873448 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4874629.500000 Penalty: 5235.088379
	Iteration 10Q: 3 clusters Score -4874630 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -4875545.000000 Penalty: 5235.088379
	Iteration 11Q: 3 clusters Score -4875545 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4876189.000000 Penalty: 5235.088379
	Iteration 12Q: 3 clusters Score -4876189 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -4876633.500000 Penalty: 5235.088379
	Iteration 13Q: 3 clusters Score -4876634 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4876981.000000 Penalty: 5235.088379
	Iteration 14Q: 3 clusters Score -4876981 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4877241.000000 Penalty: 5235.088379
	Iteration 15Q: 3 clusters Score -4877241 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -4877412.000000 Penalty: 5235.088379
	Iteration 16Q: 3 clusters Score -4877412 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4877556.000000 Penalty: 5235.088379
	Iteration 17Q: 3 clusters Score -4877556 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4877647.500000 Penalty: 5235.088379
	Iteration 18Q: 3 clusters Score -4877648 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -4877736.500000 Penalty: 5235.088379
	Iteration 19Q: 3 clusters Score -4877736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4877809.500000 Penalty: 5235.088379
	Iteration 20F: 3 clusters Score -4877810 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -4877881.500000 Penalty: 5235.088379
	Iteration 21Q: 3 clusters Score -4877882 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4877958.500000 Penalty: 5235.088379
	Iteration 22Q: 3 clusters Score -4877958 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4878004.000000 Penalty: 5235.088379
	Iteration 23Q: 3 clusters Score -4878004 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4878082.000000 Penalty: 5235.088379
	Iteration 24Q: 3 clusters Score -4878082 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -4878130.000000 Penalty: 5235.088379
	Iteration 25Q: 3 clusters Score -4878130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4878169.500000 Penalty: 5235.088379
	Iteration 26Q: 3 clusters Score -4878170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -4878209.000000 Penalty: 5235.088379
	Iteration 27Q: 3 clusters Score -4878209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -4878224.500000 Penalty: 5235.088379
	Iteration 28Q: 3 clusters Score -4878224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -4878226.500000 Penalty: 5235.088379
	Iteration 29Q: 3 clusters Score -4878226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4878249.000000 Penalty: 5235.088379
	Iteration 30Q: 3 clusters Score -4878249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4878269.500000 Penalty: 5235.088379
	Iteration 31Q: 3 clusters Score -4878270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -4878277.000000 Penalty: 5235.088379
	Iteration 32Q: 3 clusters Score -4878277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4878297.500000 Penalty: 5235.088379
	Iteration 33Q: 3 clusters Score -4878298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4878311.500000 Penalty: 5235.088379
	Iteration 34Q: 3 clusters Score -4878312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4878322.000000 Penalty: 5235.088379
	Iteration 35Q: 3 clusters Score -4878322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -4878328.000000 Penalty: 5235.088379
	Iteration 36Q: 3 clusters Score -4878328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -4878347.000000 Penalty: 5235.088379
	Iteration 37Q: 3 clusters Score -4878347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -4878351.500000 Penalty: 5235.088379
	Iteration 38Q: 3 clusters Score -4878352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -4878357.500000 Penalty: 5235.088379
	Iteration 39Q: 3 clusters Score -4878358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -4878367.000000 Penalty: 5235.088379
	Iteration 40F: 3 clusters Score -4878367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -4878357.000000 Penalty: 5235.088379
	Iteration 41Q: 3 clusters Score -4878357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -4878358.500000 Penalty: 5235.088379
	Iteration 42Q: 3 clusters Score -4878358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -4878357.000000 Penalty: 5235.088379
	Iteration 43Q: 3 clusters Score -4878357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -4878367.500000 Penalty: 5235.088379
	Iteration 44Q: 3 clusters Score -4878368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -4878367.000000 Penalty: 5235.088379
	Iteration 45Q: 3 clusters Score -4878367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -4878367.000000 Penalty: 5235.088379
	Iteration 46Q: 3 clusters Score -4878367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -4878372.500000 Penalty: 5235.088379
	Iteration 47Q: 3 clusters Score -4878372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -4878376.000000 Penalty: 5235.088379
	Iteration 48Q: 3 clusters Score -4878376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -4878376.000000 Penalty: 5235.088379
	Iteration 49F: 3 clusters Score -4878376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Entering Unmasked Estep 
Score: -7239392.000000 Penalty: 2714.035889
	Iteration 0F: 2 clusters Score -7239392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -7201383.500000 Penalty: 5428.071777
	Iteration 0F: 3 clusters Score -7201384 nChanged 26290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -7216093.500000 Penalty: 5428.071777
	Iteration 1F: 3 clusters Score -7216094 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -7217078.500000 Penalty: 5428.071777
	Iteration 2Q: 3 clusters Score -7217078 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -7218392.000000 Penalty: 5428.071777
	Iteration 3F: 3 clusters Score -7218392 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -7220369.000000 Penalty: 5428.071777
	Iteration 4F: 3 clusters Score -7220369 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -7223187.000000 Penalty: 5428.071777
	Iteration 5F: 3 clusters Score -7223187 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -7226534.500000 Penalty: 5428.071777
	Iteration 6F: 3 clusters Score -7226534 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -7229985.500000 Penalty: 5428.071777
	Iteration 7F: 3 clusters Score -7229986 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -7232755.000000 Penalty: 5428.071777
	Iteration 8F: 3 clusters Score -7232755 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -7234629.500000 Penalty: 5428.071777
	Iteration 9Q: 3 clusters Score -7234630 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7235705.000000 Penalty: 5428.071777
	Iteration 10Q: 3 clusters Score -7235705 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7236325.500000 Penalty: 5428.071777
	Iteration 11Q: 3 clusters Score -7236326 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7236696.500000 Penalty: 5428.071777
	Iteration 12Q: 3 clusters Score -7236696 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7236902.000000 Penalty: 5428.071777
	Iteration 13Q: 3 clusters Score -7236902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7236988.000000 Penalty: 5428.071777
	Iteration 14Q: 3 clusters Score -7236988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7237043.000000 Penalty: 5428.071777
	Iteration 15Q: 3 clusters Score -7237043 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7237090.000000 Penalty: 5428.071777
	Iteration 16Q: 3 clusters Score -7237090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7237127.000000 Penalty: 5428.071777
	Iteration 17Q: 3 clusters Score -7237127 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7237158.000000 Penalty: 5428.071777
	Iteration 18Q: 3 clusters Score -7237158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7237184.500000 Penalty: 5428.071777
	Iteration 19Q: 3 clusters Score -7237184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7237198.500000 Penalty: 5428.071777
	Iteration 20F: 3 clusters Score -7237198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7237221.000000 Penalty: 5428.071777
	Iteration 21Q: 3 clusters Score -7237221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7237215.000000 Penalty: 5428.071777
	Iteration 22Q: 3 clusters Score -7237215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7237231.500000 Penalty: 5428.071777
	Iteration 23Q: 3 clusters Score -7237232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7237231.500000 Penalty: 5428.071777
	Iteration 24Q: 3 clusters Score -7237232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7237236.000000 Penalty: 5428.071777
	Iteration 25Q: 3 clusters Score -7237236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7237235.500000 Penalty: 5428.071777
	Iteration 26Q: 3 clusters Score -7237236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7237236.000000 Penalty: 5428.071777
	Iteration 27Q: 3 clusters Score -7237236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7237233.000000 Penalty: 5428.071777
	Iteration 28Q: 3 clusters Score -7237233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7237234.500000 Penalty: 5428.071777
	Iteration 29Q: 3 clusters Score -7237234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7237226.000000 Penalty: 5428.071777
	Iteration 30Q: 3 clusters Score -7237226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7237226.000000 Penalty: 5428.071777
	Iteration 31F: 3 clusters Score -7237226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Entering Unmasked Estep 
Score: -4071948.750000 Penalty: 2572.230225
	Iteration 0F: 2 clusters Score -4071949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -4050035.750000 Penalty: 5144.460449
	Iteration 0F: 3 clusters Score -4050036 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4057742.750000 Penalty: 5144.460449
	Iteration 1F: 3 clusters Score -4057743 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4058140.500000 Penalty: 5144.460449
	Iteration 2Q: 3 clusters Score -4058140 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4058492.250000 Penalty: 5144.460449
	Iteration 3Q: 3 clusters Score -4058492 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4058779.000000 Penalty: 5144.460449
	Iteration 4Q: 3 clusters Score -4058779 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -4059110.250000 Penalty: 5144.460449
	Iteration 5Q: 3 clusters Score -4059110 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -4059514.250000 Penalty: 5144.460449
	Iteration 6Q: 3 clusters Score -4059514 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4060070.500000 Penalty: 5144.460449
	Iteration 7Q: 3 clusters Score -4060070 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -4060807.500000 Penalty: 5144.460449
	Iteration 8Q: 3 clusters Score -4060808 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -4061896.000000 Penalty: 5144.460449
	Iteration 9F: 3 clusters Score -4061896 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -4063480.000000 Penalty: 5144.460449
	Iteration 10F: 3 clusters Score -4063480 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4065342.500000 Penalty: 5144.460449
	Iteration 11F: 3 clusters Score -4065342 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4067153.250000 Penalty: 5144.460449
	Iteration 12F: 3 clusters Score -4067153 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4068456.250000 Penalty: 5144.460449
	Iteration 13Q: 3 clusters Score -4068456 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4069120.000000 Penalty: 5144.460449
	Iteration 14Q: 3 clusters Score -4069120 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4069424.000000 Penalty: 5144.460449
	Iteration 15Q: 3 clusters Score -4069424 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4069572.500000 Penalty: 5144.460449
	Iteration 16Q: 3 clusters Score -4069572 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4069671.000000 Penalty: 5144.460449
	Iteration 17Q: 3 clusters Score -4069671 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4069735.500000 Penalty: 5144.460449
	Iteration 18Q: 3 clusters Score -4069736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4069780.500000 Penalty: 5144.460449
	Iteration 19Q: 3 clusters Score -4069780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4069804.750000 Penalty: 5144.460449
	Iteration 20F: 3 clusters Score -4069805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4069814.250000 Penalty: 5144.460449
	Iteration 21Q: 3 clusters Score -4069814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4069827.250000 Penalty: 5144.460449
	Iteration 22Q: 3 clusters Score -4069827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4069837.750000 Penalty: 5144.460449
	Iteration 23Q: 3 clusters Score -4069838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4069835.000000 Penalty: 5144.460449
	Iteration 24Q: 3 clusters Score -4069835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4069841.000000 Penalty: 5144.460449
	Iteration 25Q: 3 clusters Score -4069841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4069850.250000 Penalty: 5144.460449
	Iteration 26Q: 3 clusters Score -4069850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4069852.500000 Penalty: 5144.460449
	Iteration 27Q: 3 clusters Score -4069852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4069862.500000 Penalty: 5144.460449
	Iteration 28Q: 3 clusters Score -4069862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4069864.500000 Penalty: 5144.460449
	Iteration 29Q: 3 clusters Score -4069864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4069860.250000 Penalty: 5144.460449
	Iteration 30Q: 3 clusters Score -4069860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4069867.000000 Penalty: 5144.460449
	Iteration 31Q: 3 clusters Score -4069867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4069869.750000 Penalty: 5144.460449
	Iteration 32Q: 3 clusters Score -4069870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4069870.750000 Penalty: 5144.460449
	Iteration 33Q: 3 clusters Score -4069871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4069870.250000 Penalty: 5144.460449
	Iteration 34Q: 3 clusters Score -4069870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4069870.250000 Penalty: 5144.460449
	Iteration 35F: 3 clusters Score -4069870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -535603.062500 Penalty: 2068.077637
	Iteration 0F: 2 clusters Score -535603.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -531553.500000 Penalty: 4136.155273
	Iteration 0F: 3 clusters Score -531553.5 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -532442.562500 Penalty: 4136.155273
	Iteration 1F: 3 clusters Score -532442.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -532660.562500 Penalty: 4136.155273
	Iteration 2F: 3 clusters Score -532660.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -532819.750000 Penalty: 4136.155273
	Iteration 3F: 3 clusters Score -532819.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -532927.062500 Penalty: 4136.155273
	Iteration 4Q: 3 clusters Score -532927.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -532994.187500 Penalty: 4136.155273
	Iteration 5Q: 3 clusters Score -532994.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -533053.250000 Penalty: 4136.155273
	Iteration 6Q: 3 clusters Score -533053.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -533099.937500 Penalty: 4136.155273
	Iteration 7Q: 3 clusters Score -533099.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -533139.875000 Penalty: 4136.155273
	Iteration 8Q: 3 clusters Score -533139.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -533176.125000 Penalty: 4136.155273
	Iteration 9Q: 3 clusters Score -533176.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -533205.375000 Penalty: 4136.155273
	Iteration 10Q: 3 clusters Score -533205.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -533235.687500 Penalty: 4136.155273
	Iteration 11Q: 3 clusters Score -533235.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -533266.187500 Penalty: 4136.155273
	Iteration 12Q: 3 clusters Score -533266.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -533293.375000 Penalty: 4136.155273
	Iteration 13Q: 3 clusters Score -533293.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -533323.875000 Penalty: 4136.155273
	Iteration 14Q: 3 clusters Score -533323.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -533350.437500 Penalty: 4136.155273
	Iteration 15Q: 3 clusters Score -533350.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -533379.062500 Penalty: 4136.155273
	Iteration 16Q: 3 clusters Score -533379.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -533400.875000 Penalty: 4136.155273
	Iteration 17Q: 3 clusters Score -533400.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -533418.250000 Penalty: 4136.155273
	Iteration 18Q: 3 clusters Score -533418.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -533442.375000 Penalty: 4136.155273
	Iteration 19Q: 3 clusters Score -533442.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -533469.937500 Penalty: 4136.155273
	Iteration 20F: 3 clusters Score -533469.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -533504.250000 Penalty: 4136.155273
	Iteration 21Q: 3 clusters Score -533504.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -533529.375000 Penalty: 4136.155273
	Iteration 22Q: 3 clusters Score -533529.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -533545.000000 Penalty: 4136.155273
	Iteration 23Q: 3 clusters Score -533545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -533561.500000 Penalty: 4136.155273
	Iteration 24Q: 3 clusters Score -533561.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -533575.437500 Penalty: 4136.155273
	Iteration 25Q: 3 clusters Score -533575.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -533597.125000 Penalty: 4136.155273
	Iteration 26Q: 3 clusters Score -533597.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -533616.000000 Penalty: 4136.155273
	Iteration 27Q: 3 clusters Score -533616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -533631.750000 Penalty: 4136.155273
	Iteration 28Q: 3 clusters Score -533631.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -533647.250000 Penalty: 4136.155273
	Iteration 29Q: 3 clusters Score -533647.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -533664.312500 Penalty: 4136.155273
	Iteration 30Q: 3 clusters Score -533664.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -533681.625000 Penalty: 4136.155273
	Iteration 31Q: 3 clusters Score -533681.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -533695.000000 Penalty: 4136.155273
	Iteration 32Q: 3 clusters Score -533695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -533711.312500 Penalty: 4136.155273
	Iteration 33Q: 3 clusters Score -533711.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -533729.812500 Penalty: 4136.155273
	Iteration 34Q: 3 clusters Score -533729.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -533744.437500 Penalty: 4136.155273
	Iteration 35Q: 3 clusters Score -533744.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -533755.750000 Penalty: 4136.155273
	Iteration 36Q: 3 clusters Score -533755.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -533762.187500 Penalty: 4136.155273
	Iteration 37Q: 3 clusters Score -533762.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -533765.125000 Penalty: 4136.155273
	Iteration 38Q: 3 clusters Score -533765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -533770.062500 Penalty: 4136.155273
	Iteration 39Q: 3 clusters Score -533770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -533773.125000 Penalty: 4136.155273
	Iteration 40F: 3 clusters Score -533773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -533774.812500 Penalty: 4136.155273
	Iteration 41Q: 3 clusters Score -533774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -533777.062500 Penalty: 4136.155273
	Iteration 42Q: 3 clusters Score -533777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -533777.312500 Penalty: 4136.155273
	Iteration 43Q: 3 clusters Score -533777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -533779.625000 Penalty: 4136.155273
	Iteration 44Q: 3 clusters Score -533779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -533781.562500 Penalty: 4136.155273
	Iteration 45Q: 3 clusters Score -533781.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -533783.687500 Penalty: 4136.155273
	Iteration 46Q: 3 clusters Score -533783.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -533787.187500 Penalty: 4136.155273
	Iteration 47Q: 3 clusters Score -533787.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -533787.937500 Penalty: 4136.155273
	Iteration 48Q: 3 clusters Score -533787.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -533787.937500 Penalty: 4136.155273
	Iteration 49F: 3 clusters Score -533787.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Entering Unmasked Estep 
Score: -1237567.250000 Penalty: 2274.040527
	Iteration 0F: 2 clusters Score -1237567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1230161.000000 Penalty: 4548.081055
	Iteration 0F: 3 clusters Score -1230161 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1232227.500000 Penalty: 4548.081055
	Iteration 1F: 3 clusters Score -1232228 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1232530.875000 Penalty: 4548.081055
	Iteration 2F: 3 clusters Score -1232531 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1232799.625000 Penalty: 4548.081055
	Iteration 3F: 3 clusters Score -1232800 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1233060.375000 Penalty: 4548.081055
	Iteration 4F: 3 clusters Score -1233060 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1233313.625000 Penalty: 4548.081055
	Iteration 5Q: 3 clusters Score -1233314 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1233618.500000 Penalty: 4548.081055
	Iteration 6Q: 3 clusters Score -1233618 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1233974.375000 Penalty: 4548.081055
	Iteration 7F: 3 clusters Score -1233974 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1234318.875000 Penalty: 4548.081055
	Iteration 8F: 3 clusters Score -1234319 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1234650.750000 Penalty: 4548.081055
	Iteration 9Q: 3 clusters Score -1234651 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1234955.375000 Penalty: 4548.081055
	Iteration 10Q: 3 clusters Score -1234955 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1235172.375000 Penalty: 4548.081055
	Iteration 11Q: 3 clusters Score -1235172 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1235340.625000 Penalty: 4548.081055
	Iteration 12Q: 3 clusters Score -1235341 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1235484.125000 Penalty: 4548.081055
	Iteration 13Q: 3 clusters Score -1235484 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1235626.750000 Penalty: 4548.081055
	Iteration 14Q: 3 clusters Score -1235627 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1235743.250000 Penalty: 4548.081055
	Iteration 15Q: 3 clusters Score -1235743 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1235828.750000 Penalty: 4548.081055
	Iteration 16Q: 3 clusters Score -1235829 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1235902.750000 Penalty: 4548.081055
	Iteration 17Q: 3 clusters Score -1235903 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1235956.500000 Penalty: 4548.081055
	Iteration 18Q: 3 clusters Score -1235956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1236003.875000 Penalty: 4548.081055
	Iteration 19Q: 3 clusters Score -1236004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1236058.875000 Penalty: 4548.081055
	Iteration 20F: 3 clusters Score -1236059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1236101.000000 Penalty: 4548.081055
	Iteration 21Q: 3 clusters Score -1236101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1236162.625000 Penalty: 4548.081055
	Iteration 22Q: 3 clusters Score -1236163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1236217.000000 Penalty: 4548.081055
	Iteration 23Q: 3 clusters Score -1236217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1236266.875000 Penalty: 4548.081055
	Iteration 24Q: 3 clusters Score -1236267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1236302.250000 Penalty: 4548.081055
	Iteration 25Q: 3 clusters Score -1236302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1236323.625000 Penalty: 4548.081055
	Iteration 26Q: 3 clusters Score -1236324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1236334.125000 Penalty: 4548.081055
	Iteration 27Q: 3 clusters Score -1236334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1236344.750000 Penalty: 4548.081055
	Iteration 28Q: 3 clusters Score -1236345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1236351.375000 Penalty: 4548.081055
	Iteration 29Q: 3 clusters Score -1236351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1236355.250000 Penalty: 4548.081055
	Iteration 30Q: 3 clusters Score -1236355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1236359.625000 Penalty: 4548.081055
	Iteration 31Q: 3 clusters Score -1236360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1236361.625000 Penalty: 4548.081055
	Iteration 32Q: 3 clusters Score -1236362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1236361.375000 Penalty: 4548.081055
	Iteration 33Q: 3 clusters Score -1236361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1236361.375000 Penalty: 4548.081055
	Iteration 34F: 3 clusters Score -1236361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -44358.542969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -44358.54 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 212 members 
Entering Unmasked Estep 
Score: -42958.253906 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -42958.25 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43174.503906 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -43174.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43248.882812 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -43248.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43348.828125 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -43348.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43415.265625 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -43415.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43449.949219 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -43449.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43500.882812 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -43500.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43546.265625 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -43546.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43560.265625 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -43560.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43576.000000 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -43576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43592.621094 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -43592.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43620.417969 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -43620.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43683.265625 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -43683.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43737.636719 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -43737.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43757.531250 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -43757.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43790.777344 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -43790.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43797.437500 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -43797.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43800.332031 Penalty: 2991.219971
	Iteration 17Q: 3 clusters Score -43800.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43800.332031 Penalty: 2991.219971
	Iteration 18F: 3 clusters Score -43800.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Entering Unmasked Estep 
Score: -3878467.500000 Penalty: 2578.915771
	Iteration 0F: 2 clusters Score -3878468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3856167.000000 Penalty: 5157.831543
	Iteration 0F: 3 clusters Score -3856167 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3864350.250000 Penalty: 5157.831543
	Iteration 1F: 3 clusters Score -3864350 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3864990.000000 Penalty: 5157.831543
	Iteration 2F: 3 clusters Score -3864990 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3865665.500000 Penalty: 5157.831543
	Iteration 3Q: 3 clusters Score -3865666 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3866433.500000 Penalty: 5157.831543
	Iteration 4Q: 3 clusters Score -3866434 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3867259.250000 Penalty: 5157.831543
	Iteration 5F: 3 clusters Score -3867259 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3868104.000000 Penalty: 5157.831543
	Iteration 6Q: 3 clusters Score -3868104 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3869071.000000 Penalty: 5157.831543
	Iteration 7Q: 3 clusters Score -3869071 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3870131.500000 Penalty: 5157.831543
	Iteration 8Q: 3 clusters Score -3870132 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3871117.750000 Penalty: 5157.831543
	Iteration 9Q: 3 clusters Score -3871118 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3871869.000000 Penalty: 5157.831543
	Iteration 10Q: 3 clusters Score -3871869 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3872434.000000 Penalty: 5157.831543
	Iteration 11Q: 3 clusters Score -3872434 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3872883.000000 Penalty: 5157.831543
	Iteration 12Q: 3 clusters Score -3872883 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3873246.500000 Penalty: 5157.831543
	Iteration 13Q: 3 clusters Score -3873246 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3873587.250000 Penalty: 5157.831543
	Iteration 14Q: 3 clusters Score -3873587 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3873936.750000 Penalty: 5157.831543
	Iteration 15Q: 3 clusters Score -3873937 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3874282.250000 Penalty: 5157.831543
	Iteration 16Q: 3 clusters Score -3874282 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3874644.250000 Penalty: 5157.831543
	Iteration 17Q: 3 clusters Score -3874644 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3875034.750000 Penalty: 5157.831543
	Iteration 18Q: 3 clusters Score -3875035 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3875418.250000 Penalty: 5157.831543
	Iteration 19Q: 3 clusters Score -3875418 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3875787.250000 Penalty: 5157.831543
	Iteration 20F: 3 clusters Score -3875787 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3876107.000000 Penalty: 5157.831543
	Iteration 21Q: 3 clusters Score -3876107 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3876391.750000 Penalty: 5157.831543
	Iteration 22Q: 3 clusters Score -3876392 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3876576.500000 Penalty: 5157.831543
	Iteration 23Q: 3 clusters Score -3876576 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3876750.750000 Penalty: 5157.831543
	Iteration 24Q: 3 clusters Score -3876751 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3876928.250000 Penalty: 5157.831543
	Iteration 25Q: 3 clusters Score -3876928 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3877082.000000 Penalty: 5157.831543
	Iteration 26Q: 3 clusters Score -3877082 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3877231.250000 Penalty: 5157.831543
	Iteration 27Q: 3 clusters Score -3877231 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3877354.250000 Penalty: 5157.831543
	Iteration 28Q: 3 clusters Score -3877354 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3877420.750000 Penalty: 5157.831543
	Iteration 29Q: 3 clusters Score -3877421 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3877485.750000 Penalty: 5157.831543
	Iteration 30Q: 3 clusters Score -3877486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3877533.000000 Penalty: 5157.831543
	Iteration 31Q: 3 clusters Score -3877533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3877569.000000 Penalty: 5157.831543
	Iteration 32Q: 3 clusters Score -3877569 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3877597.000000 Penalty: 5157.831543
	Iteration 33Q: 3 clusters Score -3877597 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3877618.250000 Penalty: 5157.831543
	Iteration 34Q: 3 clusters Score -3877618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3877633.250000 Penalty: 5157.831543
	Iteration 35Q: 3 clusters Score -3877633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3877632.250000 Penalty: 5157.831543
	Iteration 36Q: 3 clusters Score -3877632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3877633.500000 Penalty: 5157.831543
	Iteration 37Q: 3 clusters Score -3877634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3877645.750000 Penalty: 5157.831543
	Iteration 38Q: 3 clusters Score -3877646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3877644.750000 Penalty: 5157.831543
	Iteration 39Q: 3 clusters Score -3877645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3877679.750000 Penalty: 5157.831543
	Iteration 40F: 3 clusters Score -3877680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3877691.750000 Penalty: 5157.831543
	Iteration 41Q: 3 clusters Score -3877692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3877700.250000 Penalty: 5157.831543
	Iteration 42Q: 3 clusters Score -3877700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3877701.750000 Penalty: 5157.831543
	Iteration 43Q: 3 clusters Score -3877702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3877703.250000 Penalty: 5157.831543
	Iteration 44Q: 3 clusters Score -3877703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3877724.000000 Penalty: 5157.831543
	Iteration 45Q: 3 clusters Score -3877724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3877723.750000 Penalty: 5157.831543
	Iteration 46Q: 3 clusters Score -3877724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3877731.750000 Penalty: 5157.831543
	Iteration 47Q: 3 clusters Score -3877732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3877739.000000 Penalty: 5157.831543
	Iteration 48Q: 3 clusters Score -3877739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3877754.000000 Penalty: 5157.831543
	Iteration 49Q: 3 clusters Score -3877754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3877768.250000 Penalty: 5157.831543
	Iteration 50Q: 3 clusters Score -3877768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3877784.500000 Penalty: 5157.831543
	Iteration 51Q: 3 clusters Score -3877784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3877798.500000 Penalty: 5157.831543
	Iteration 52Q: 3 clusters Score -3877798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3877805.250000 Penalty: 5157.831543
	Iteration 53Q: 3 clusters Score -3877805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3877813.500000 Penalty: 5157.831543
	Iteration 54Q: 3 clusters Score -3877814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3877821.750000 Penalty: 5157.831543
	Iteration 55Q: 3 clusters Score -3877822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3877832.500000 Penalty: 5157.831543
	Iteration 56Q: 3 clusters Score -3877832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3877839.000000 Penalty: 5157.831543
	Iteration 57Q: 3 clusters Score -3877839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3877858.750000 Penalty: 5157.831543
	Iteration 58Q: 3 clusters Score -3877859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3877862.750000 Penalty: 5157.831543
	Iteration 59Q: 3 clusters Score -3877863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3877865.250000 Penalty: 5157.831543
	Iteration 60F: 3 clusters Score -3877865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3877871.500000 Penalty: 5157.831543
	Iteration 61Q: 3 clusters Score -3877872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3877876.250000 Penalty: 5157.831543
	Iteration 62Q: 3 clusters Score -3877876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3877877.250000 Penalty: 5157.831543
	Iteration 63Q: 3 clusters Score -3877877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3877881.500000 Penalty: 5157.831543
	Iteration 64Q: 3 clusters Score -3877882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3877881.500000 Penalty: 5157.831543
	Iteration 65Q: 3 clusters Score -3877882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3877879.750000 Penalty: 5157.831543
	Iteration 66Q: 3 clusters Score -3877880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3877881.500000 Penalty: 5157.831543
	Iteration 67Q: 3 clusters Score -3877882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3877880.250000 Penalty: 5157.831543
	Iteration 68Q: 3 clusters Score -3877880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3877882.000000 Penalty: 5157.831543
	Iteration 69Q: 3 clusters Score -3877882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3877882.000000 Penalty: 5157.831543
	Iteration 70F: 3 clusters Score -3877882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -132092.468750 Penalty: 1755.846558
	Iteration 0F: 2 clusters Score -132092.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -130103.781250 Penalty: 3511.693115
	Iteration 0F: 3 clusters Score -130103.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -130512.164062 Penalty: 3511.693115
	Iteration 1F: 3 clusters Score -130512.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -130615.523438 Penalty: 3511.693115
	Iteration 2F: 3 clusters Score -130615.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -130681.296875 Penalty: 3511.693115
	Iteration 3Q: 3 clusters Score -130681.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -130726.203125 Penalty: 3511.693115
	Iteration 4Q: 3 clusters Score -130726.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -130752.593750 Penalty: 3511.693115
	Iteration 5Q: 3 clusters Score -130752.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -130775.125000 Penalty: 3511.693115
	Iteration 6Q: 3 clusters Score -130775.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130793.437500 Penalty: 3511.693115
	Iteration 7Q: 3 clusters Score -130793.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -130813.789062 Penalty: 3511.693115
	Iteration 8Q: 3 clusters Score -130813.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130831.382812 Penalty: 3511.693115
	Iteration 9Q: 3 clusters Score -130831.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130855.929688 Penalty: 3511.693115
	Iteration 10Q: 3 clusters Score -130855.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -130916.117188 Penalty: 3511.693115
	Iteration 11Q: 3 clusters Score -130916.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -130952.937500 Penalty: 3511.693115
	Iteration 12Q: 3 clusters Score -130952.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -130980.695312 Penalty: 3511.693115
	Iteration 13Q: 3 clusters Score -130980.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -131004.390625 Penalty: 3511.693115
	Iteration 14Q: 3 clusters Score -131004.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -131031.023438 Penalty: 3511.693115
	Iteration 15Q: 3 clusters Score -131031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -131053.453125 Penalty: 3511.693115
	Iteration 16Q: 3 clusters Score -131053.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -131075.859375 Penalty: 3511.693115
	Iteration 17Q: 3 clusters Score -131075.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -131087.562500 Penalty: 3511.693115
	Iteration 18Q: 3 clusters Score -131087.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -131097.000000 Penalty: 3511.693115
	Iteration 19Q: 3 clusters Score -131097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -131103.609375 Penalty: 3511.693115
	Iteration 20F: 3 clusters Score -131103.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -131107.859375 Penalty: 3511.693115
	Iteration 21Q: 3 clusters Score -131107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -131111.515625 Penalty: 3511.693115
	Iteration 22Q: 3 clusters Score -131111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131115.343750 Penalty: 3511.693115
	Iteration 23Q: 3 clusters Score -131115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -131116.171875 Penalty: 3511.693115
	Iteration 24Q: 3 clusters Score -131116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131116.796875 Penalty: 3511.693115
	Iteration 25Q: 3 clusters Score -131116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131119.718750 Penalty: 3511.693115
	Iteration 26Q: 3 clusters Score -131119.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -131122.875000 Penalty: 3511.693115
	Iteration 27Q: 3 clusters Score -131122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -131125.015625 Penalty: 3511.693115
	Iteration 28Q: 3 clusters Score -131125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -131128.609375 Penalty: 3511.693115
	Iteration 29Q: 3 clusters Score -131128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -131129.484375 Penalty: 3511.693115
	Iteration 30Q: 3 clusters Score -131129.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131132.406250 Penalty: 3511.693115
	Iteration 31Q: 3 clusters Score -131132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -131133.140625 Penalty: 3511.693115
	Iteration 32Q: 3 clusters Score -131133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -131133.140625 Penalty: 3511.693115
	Iteration 33F: 3 clusters Score -131133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Entering Unmasked Estep 
Score: -3219767.250000 Penalty: 2516.694580
	Iteration 0F: 2 clusters Score -3219767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3201968.750000 Penalty: 5033.389160
	Iteration 0F: 3 clusters Score -3201969 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3208310.500000 Penalty: 5033.389160
	Iteration 1F: 3 clusters Score -3208310 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3209012.250000 Penalty: 5033.389160
	Iteration 2F: 3 clusters Score -3209012 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3209921.250000 Penalty: 5033.389160
	Iteration 3F: 3 clusters Score -3209921 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3211121.750000 Penalty: 5033.389160
	Iteration 4F: 3 clusters Score -3211122 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3212611.750000 Penalty: 5033.389160
	Iteration 5F: 3 clusters Score -3212612 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3214106.500000 Penalty: 5033.389160
	Iteration 6F: 3 clusters Score -3214106 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3215510.750000 Penalty: 5033.389160
	Iteration 7F: 3 clusters Score -3215511 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3216487.750000 Penalty: 5033.389160
	Iteration 8Q: 3 clusters Score -3216488 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3217072.500000 Penalty: 5033.389160
	Iteration 9Q: 3 clusters Score -3217072 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3217426.000000 Penalty: 5033.389160
	Iteration 10Q: 3 clusters Score -3217426 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3217599.750000 Penalty: 5033.389160
	Iteration 11Q: 3 clusters Score -3217600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3217678.000000 Penalty: 5033.389160
	Iteration 12Q: 3 clusters Score -3217678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3217727.500000 Penalty: 5033.389160
	Iteration 13Q: 3 clusters Score -3217728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3217756.000000 Penalty: 5033.389160
	Iteration 14Q: 3 clusters Score -3217756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3217779.250000 Penalty: 5033.389160
	Iteration 15Q: 3 clusters Score -3217779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3217796.250000 Penalty: 5033.389160
	Iteration 16Q: 3 clusters Score -3217796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3217796.250000 Penalty: 5033.389160
	Iteration 17Q: 3 clusters Score -3217796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3217807.000000 Penalty: 5033.389160
	Iteration 18Q: 3 clusters Score -3217807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3217810.250000 Penalty: 5033.389160
	Iteration 19Q: 3 clusters Score -3217810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3217812.500000 Penalty: 5033.389160
	Iteration 20F: 3 clusters Score -3217812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3217818.750000 Penalty: 5033.389160
	Iteration 21Q: 3 clusters Score -3217819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3217813.500000 Penalty: 5033.389160
	Iteration 22Q: 3 clusters Score -3217814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3217815.000000 Penalty: 5033.389160
	Iteration 23Q: 3 clusters Score -3217815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3217819.250000 Penalty: 5033.389160
	Iteration 24Q: 3 clusters Score -3217819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3217822.250000 Penalty: 5033.389160
	Iteration 25Q: 3 clusters Score -3217822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3217825.000000 Penalty: 5033.389160
	Iteration 26Q: 3 clusters Score -3217825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3217824.000000 Penalty: 5033.389160
	Iteration 27Q: 3 clusters Score -3217824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3217824.250000 Penalty: 5033.389160
	Iteration 28Q: 3 clusters Score -3217824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3217824.250000 Penalty: 5033.389160
	Iteration 29F: 3 clusters Score -3217824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Entering Unmasked Estep 
Score: -2332468.750000 Penalty: 2434.468018
	Iteration 0F: 2 clusters Score -2332469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2319361.000000 Penalty: 4868.936035
	Iteration 0F: 3 clusters Score -2319361 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2323692.750000 Penalty: 4868.936035
	Iteration 1F: 3 clusters Score -2323693 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2324106.500000 Penalty: 4868.936035
	Iteration 2F: 3 clusters Score -2324106 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2324461.250000 Penalty: 4868.936035
	Iteration 3Q: 3 clusters Score -2324461 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2324807.000000 Penalty: 4868.936035
	Iteration 4Q: 3 clusters Score -2324807 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2325187.250000 Penalty: 4868.936035
	Iteration 5Q: 3 clusters Score -2325187 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2325639.250000 Penalty: 4868.936035
	Iteration 6Q: 3 clusters Score -2325639 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2326217.500000 Penalty: 4868.936035
	Iteration 7F: 3 clusters Score -2326218 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2326932.000000 Penalty: 4868.936035
	Iteration 8F: 3 clusters Score -2326932 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2327688.000000 Penalty: 4868.936035
	Iteration 9F: 3 clusters Score -2327688 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2328393.250000 Penalty: 4868.936035
	Iteration 10F: 3 clusters Score -2328393 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2329011.500000 Penalty: 4868.936035
	Iteration 11Q: 3 clusters Score -2329012 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2329501.000000 Penalty: 4868.936035
	Iteration 12Q: 3 clusters Score -2329501 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2329824.750000 Penalty: 4868.936035
	Iteration 13Q: 3 clusters Score -2329825 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2330043.250000 Penalty: 4868.936035
	Iteration 14Q: 3 clusters Score -2330043 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2330211.000000 Penalty: 4868.936035
	Iteration 15Q: 3 clusters Score -2330211 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2330332.250000 Penalty: 4868.936035
	Iteration 16Q: 3 clusters Score -2330332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2330442.000000 Penalty: 4868.936035
	Iteration 17Q: 3 clusters Score -2330442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2330518.750000 Penalty: 4868.936035
	Iteration 18Q: 3 clusters Score -2330519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2330575.500000 Penalty: 4868.936035
	Iteration 19Q: 3 clusters Score -2330576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2330589.750000 Penalty: 4868.936035
	Iteration 20F: 3 clusters Score -2330590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2330603.500000 Penalty: 4868.936035
	Iteration 21Q: 3 clusters Score -2330604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2330619.000000 Penalty: 4868.936035
	Iteration 22Q: 3 clusters Score -2330619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2330627.500000 Penalty: 4868.936035
	Iteration 23Q: 3 clusters Score -2330628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2330634.500000 Penalty: 4868.936035
	Iteration 24Q: 3 clusters Score -2330634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2330640.000000 Penalty: 4868.936035
	Iteration 25Q: 3 clusters Score -2330640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2330646.000000 Penalty: 4868.936035
	Iteration 26Q: 3 clusters Score -2330646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2330653.750000 Penalty: 4868.936035
	Iteration 27Q: 3 clusters Score -2330654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2330656.500000 Penalty: 4868.936035
	Iteration 28Q: 3 clusters Score -2330656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2330661.000000 Penalty: 4868.936035
	Iteration 29Q: 3 clusters Score -2330661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2330661.000000 Penalty: 4868.936035
	Iteration 30Q: 3 clusters Score -2330661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2330663.750000 Penalty: 4868.936035
	Iteration 31Q: 3 clusters Score -2330664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2330665.000000 Penalty: 4868.936035
	Iteration 32Q: 3 clusters Score -2330665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2330667.750000 Penalty: 4868.936035
	Iteration 33Q: 3 clusters Score -2330668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2330670.000000 Penalty: 4868.936035
	Iteration 34Q: 3 clusters Score -2330670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2330671.000000 Penalty: 4868.936035
	Iteration 35Q: 3 clusters Score -2330671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2330671.250000 Penalty: 4868.936035
	Iteration 36Q: 3 clusters Score -2330671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2330671.250000 Penalty: 4868.936035
	Iteration 37F: 3 clusters Score -2330671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 799 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152823 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 19294 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 74759 members 
Mstep: Class 9 contains 107947 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 613 members 
Mstep: Class 14 contains 9346 members 
Mstep: Class 15 contains 9453 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 38354 members 
Mstep: Class 21 contains 56596 members 
Mstep: Class 22 contains 31949 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 32822 members 
Mstep: Class 27 contains 1188 members 
Mstep: Class 28 contains 25539 members 
Mstep: Class 29 contains 18332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999184.000000 Penalty: 102638.695312
Iteration 79Q: 32 clusters Score -7.799918e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 813 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152832 members 
Mstep: Class 5 contains 586 members 
Mstep: Class 6 contains 19296 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 74754 members 
Mstep: Class 9 contains 107880 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 5023 members 
Mstep: Class 13 contains 627 members 
Mstep: Class 14 contains 9430 members 
Mstep: Class 15 contains 9449 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 2215 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 38344 members 
Mstep: Class 21 contains 56585 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 9601 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32804 members 
Mstep: Class 27 contains 1192 members 
Mstep: Class 28 contains 25545 members 
Mstep: Class 29 contains 18337 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999352.000000 Penalty: 102638.695312
Iteration 80F: 32 clusters Score -7.799935e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152824 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 19299 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 74755 members 
Mstep: Class 9 contains 107798 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 9512 members 
Mstep: Class 15 contains 9445 members 
Mstep: Class 16 contains 2026 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 6443 members 
Mstep: Class 19 contains 3587 members 
Mstep: Class 20 contains 38329 members 
Mstep: Class 21 contains 56567 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32800 members 
Mstep: Class 27 contains 1192 members 
Mstep: Class 28 contains 25553 members 
Mstep: Class 29 contains 18343 members 
Mstep: Class 30 contains 533 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999648.000000 Penalty: 102638.695312
Iteration 81Q: 32 clusters Score -7.799965e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152839 members 
Mstep: Class 5 contains 543 members 
Mstep: Class 6 contains 19293 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107732 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 9597 members 
Mstep: Class 15 contains 9443 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 6442 members 
Mstep: Class 19 contains 3589 members 
Mstep: Class 20 contains 38315 members 
Mstep: Class 21 contains 56565 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4187 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32791 members 
Mstep: Class 27 contains 1193 members 
Mstep: Class 28 contains 25552 members 
Mstep: Class 29 contains 18346 members 
Mstep: Class 30 contains 538 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999664.000000 Penalty: 102638.695312
Iteration 82Q: 32 clusters Score -7.799966e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152844 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19286 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107673 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4253 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 9670 members 
Mstep: Class 15 contains 9440 members 
Mstep: Class 16 contains 2026 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 3589 members 
Mstep: Class 20 contains 38304 members 
Mstep: Class 21 contains 56554 members 
Mstep: Class 22 contains 31945 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32790 members 
Mstep: Class 27 contains 1193 members 
Mstep: Class 28 contains 25556 members 
Mstep: Class 29 contains 18354 members 
Mstep: Class 30 contains 538 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999608.000000 Penalty: 102638.695312
Iteration 83Q: 32 clusters Score -7.799961e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152858 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19283 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 74748 members 
Mstep: Class 9 contains 107616 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 9746 members 
Mstep: Class 15 contains 9438 members 
Mstep: Class 16 contains 2026 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6442 members 
Mstep: Class 19 contains 3589 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 56546 members 
Mstep: Class 22 contains 31944 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 9599 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32786 members 
Mstep: Class 27 contains 1193 members 
Mstep: Class 28 contains 25556 members 
Mstep: Class 29 contains 18355 members 
Mstep: Class 30 contains 538 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999680.000000 Penalty: 102638.695312
Iteration 84Q: 32 clusters Score -7.799968e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152866 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 74747 members 
Mstep: Class 9 contains 107550 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6444 members 
Mstep: Class 19 contains 3588 members 
Mstep: Class 20 contains 38278 members 
Mstep: Class 21 contains 56542 members 
Mstep: Class 22 contains 31945 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32787 members 
Mstep: Class 27 contains 1193 members 
Mstep: Class 28 contains 25558 members 
Mstep: Class 29 contains 18362 members 
Mstep: Class 30 contains 538 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999568.000000 Penalty: 102638.695312
Iteration 85Q: 32 clusters Score -7.799957e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152869 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 74748 members 
Mstep: Class 9 contains 107510 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 9874 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6440 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 38265 members 
Mstep: Class 21 contains 56539 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4185 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32791 members 
Mstep: Class 27 contains 1194 members 
Mstep: Class 28 contains 25559 members 
Mstep: Class 29 contains 18364 members 
Mstep: Class 30 contains 538 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999552.000000 Penalty: 102638.695312
Iteration 86Q: 32 clusters Score -7.799955e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152873 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 74754 members 
Mstep: Class 9 contains 107485 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 9914 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2029 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 38252 members 
Mstep: Class 21 contains 56537 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32785 members 
Mstep: Class 27 contains 1194 members 
Mstep: Class 28 contains 25563 members 
Mstep: Class 29 contains 18372 members 
Mstep: Class 30 contains 538 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999576.000000 Penalty: 102638.695312
Iteration 87Q: 32 clusters Score -7.799958e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152881 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19269 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 74756 members 
Mstep: Class 9 contains 107473 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 9938 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2029 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 38239 members 
Mstep: Class 21 contains 56533 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4185 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32791 members 
Mstep: Class 27 contains 1194 members 
Mstep: Class 28 contains 25562 members 
Mstep: Class 29 contains 18377 members 
Mstep: Class 30 contains 538 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999592.000000 Penalty: 102638.695312
Iteration 88Q: 32 clusters Score -7.799959e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152890 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19269 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 8 contains 74756 members 
Mstep: Class 9 contains 107443 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 9975 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2029 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6429 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 38222 members 
Mstep: Class 21 contains 56526 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32792 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25563 members 
Mstep: Class 29 contains 18381 members 
Mstep: Class 30 contains 538 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999648.000000 Penalty: 102638.695312
Iteration 89Q: 32 clusters Score -7.799965e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152900 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19270 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 74753 members 
Mstep: Class 9 contains 107413 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2028 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6429 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 38211 members 
Mstep: Class 21 contains 56524 members 
Mstep: Class 22 contains 31947 members 
Mstep: Class 23 contains 4188 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32788 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25563 members 
Mstep: Class 29 contains 18391 members 
Mstep: Class 30 contains 538 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999680.000000 Penalty: 102638.695312
Iteration 90Q: 32 clusters Score -7.799968e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152902 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19269 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107391 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 10042 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2028 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 38199 members 
Mstep: Class 21 contains 56524 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32783 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25564 members 
Mstep: Class 29 contains 18395 members 
Mstep: Class 30 contains 538 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999616.000000 Penalty: 102638.695312
Iteration 91Q: 32 clusters Score -7.799962e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152910 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19268 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107375 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2028 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 38187 members 
Mstep: Class 21 contains 56521 members 
Mstep: Class 22 contains 31947 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32779 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25563 members 
Mstep: Class 29 contains 18399 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999736.000000 Penalty: 102638.695312
Iteration 92Q: 32 clusters Score -7.799974e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152911 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19270 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74757 members 
Mstep: Class 9 contains 107358 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 38177 members 
Mstep: Class 21 contains 56519 members 
Mstep: Class 22 contains 31947 members 
Mstep: Class 23 contains 4191 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32770 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25563 members 
Mstep: Class 29 contains 18401 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999744.000000 Penalty: 102638.695312
Iteration 93Q: 32 clusters Score -7.799974e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152918 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19270 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74756 members 
Mstep: Class 9 contains 107322 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10130 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 38171 members 
Mstep: Class 21 contains 56520 members 
Mstep: Class 22 contains 31947 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32762 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25565 members 
Mstep: Class 29 contains 18410 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999728.000000 Penalty: 102638.695312
Iteration 94Q: 32 clusters Score -7.799973e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152923 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19272 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107295 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10163 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6421 members 
Mstep: Class 19 contains 3593 members 
Mstep: Class 20 contains 38165 members 
Mstep: Class 21 contains 56521 members 
Mstep: Class 22 contains 31947 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32755 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25567 members 
Mstep: Class 29 contains 18412 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999688.000000 Penalty: 102638.695312
Iteration 95Q: 32 clusters Score -7.799969e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152931 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19272 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74749 members 
Mstep: Class 9 contains 107265 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10182 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2022 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 38161 members 
Mstep: Class 21 contains 56522 members 
Mstep: Class 22 contains 31948 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32756 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25569 members 
Mstep: Class 29 contains 18415 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999792.000000 Penalty: 102638.695312
Iteration 96Q: 32 clusters Score -7.799979e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152940 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19271 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74748 members 
Mstep: Class 9 contains 107242 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10197 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2022 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6423 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38155 members 
Mstep: Class 21 contains 56525 members 
Mstep: Class 22 contains 31947 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25570 members 
Mstep: Class 29 contains 18422 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999648.000000 Penalty: 102638.695312
Iteration 97Q: 32 clusters Score -7.799965e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152948 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19271 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74749 members 
Mstep: Class 9 contains 107217 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10203 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 3598 members 
Mstep: Class 20 contains 38148 members 
Mstep: Class 21 contains 56524 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32759 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25572 members 
Mstep: Class 29 contains 18428 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999680.000000 Penalty: 102638.695312
Iteration 98Q: 32 clusters Score -7.799968e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152958 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19271 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74749 members 
Mstep: Class 9 contains 107200 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10214 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6423 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38141 members 
Mstep: Class 21 contains 56526 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32758 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25574 members 
Mstep: Class 29 contains 18429 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999720.000000 Penalty: 102638.695312
Iteration 99Q: 32 clusters Score -7.799972e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152970 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19272 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74748 members 
Mstep: Class 9 contains 107187 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10221 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38134 members 
Mstep: Class 21 contains 56522 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32761 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 18428 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999672.000000 Penalty: 102638.695312
Iteration 100F: 32 clusters Score -7.799967e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152982 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74747 members 
Mstep: Class 9 contains 107173 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10228 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38128 members 
Mstep: Class 21 contains 56513 members 
Mstep: Class 22 contains 31944 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32763 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25585 members 
Mstep: Class 29 contains 18431 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999680.000000 Penalty: 102638.695312
Iteration 101Q: 32 clusters Score -7.799968e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152987 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74748 members 
Mstep: Class 9 contains 107160 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10235 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38123 members 
Mstep: Class 21 contains 56509 members 
Mstep: Class 22 contains 31943 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32760 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25590 members 
Mstep: Class 29 contains 18438 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999760.000000 Penalty: 102638.695312
Iteration 102Q: 32 clusters Score -7.799976e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152986 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74747 members 
Mstep: Class 9 contains 107146 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10247 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38122 members 
Mstep: Class 21 contains 56511 members 
Mstep: Class 22 contains 31943 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32752 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25595 members 
Mstep: Class 29 contains 18441 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999736.000000 Penalty: 102638.695312
Iteration 103Q: 32 clusters Score -7.799974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152986 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19281 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74748 members 
Mstep: Class 9 contains 107134 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38119 members 
Mstep: Class 21 contains 56510 members 
Mstep: Class 22 contains 31943 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32748 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25597 members 
Mstep: Class 29 contains 18443 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999720.000000 Penalty: 102638.695312
Iteration 104Q: 32 clusters Score -7.799972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152987 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19282 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74748 members 
Mstep: Class 9 contains 107126 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38118 members 
Mstep: Class 21 contains 56511 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32746 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25597 members 
Mstep: Class 29 contains 18444 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999728.000000 Penalty: 102638.695312
Iteration 105Q: 32 clusters Score -7.799973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152987 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19283 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74750 members 
Mstep: Class 9 contains 107120 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10273 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38117 members 
Mstep: Class 21 contains 56511 members 
Mstep: Class 22 contains 31941 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32743 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25597 members 
Mstep: Class 29 contains 18444 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999760.000000 Penalty: 102638.695312
Iteration 106Q: 32 clusters Score -7.799976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152992 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19283 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74750 members 
Mstep: Class 9 contains 107115 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10277 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38114 members 
Mstep: Class 21 contains 56508 members 
Mstep: Class 22 contains 31941 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32745 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25597 members 
Mstep: Class 29 contains 18444 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999744.000000 Penalty: 102638.695312
Iteration 107Q: 32 clusters Score -7.799974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152992 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19284 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107114 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10280 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38110 members 
Mstep: Class 21 contains 56504 members 
Mstep: Class 22 contains 31941 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32748 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25598 members 
Mstep: Class 29 contains 18444 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999760.000000 Penalty: 102638.695312
Iteration 108Q: 32 clusters Score -7.799976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152993 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19284 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107111 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10283 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38110 members 
Mstep: Class 21 contains 56501 members 
Mstep: Class 22 contains 31941 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32749 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18444 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999728.000000 Penalty: 102638.695312
Iteration 109Q: 32 clusters Score -7.799973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152993 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19286 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107109 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10289 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38110 members 
Mstep: Class 21 contains 56497 members 
Mstep: Class 22 contains 31941 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32749 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18442 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999736.000000 Penalty: 102638.695312
Iteration 110Q: 32 clusters Score -7.799974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152994 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19287 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 74749 members 
Mstep: Class 9 contains 107109 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10292 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38109 members 
Mstep: Class 21 contains 56496 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32748 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18442 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999728.000000 Penalty: 102638.695312
Iteration 111Q: 32 clusters Score -7.799973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152994 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19287 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107108 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10297 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38107 members 
Mstep: Class 21 contains 56493 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32747 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18442 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999744.000000 Penalty: 102638.695312
Iteration 112Q: 32 clusters Score -7.799974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152995 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19288 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107106 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10298 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38104 members 
Mstep: Class 21 contains 56494 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32747 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18442 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999736.000000 Penalty: 102638.695312
Iteration 113Q: 32 clusters Score -7.799974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152996 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19290 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107106 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10299 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38097 members 
Mstep: Class 21 contains 56494 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32751 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18441 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999760.000000 Penalty: 102638.695312
Iteration 114Q: 32 clusters Score -7.799976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152995 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19292 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107103 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10302 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38093 members 
Mstep: Class 21 contains 56494 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32753 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18442 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999776.000000 Penalty: 102638.695312
Iteration 115Q: 32 clusters Score -7.799978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152995 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19299 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107100 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10304 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38085 members 
Mstep: Class 21 contains 56494 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32754 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18443 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999768.000000 Penalty: 102638.695312
Iteration 116Q: 32 clusters Score -7.799977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152996 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107098 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10307 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6423 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38082 members 
Mstep: Class 21 contains 56493 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32754 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18442 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999776.000000 Penalty: 102638.695312
Iteration 117Q: 32 clusters Score -7.799978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152997 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107091 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10309 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38081 members 
Mstep: Class 21 contains 56491 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32755 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18447 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999832.000000 Penalty: 102638.695312
Iteration 118Q: 32 clusters Score -7.799983e+07 nChanged 9
Entering ConstructFrom: 
Score: -77999832.000000 Penalty: 102638.695312
Entering ConstructFrom: 
Trying to split cluster 1 (4344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Entering Unmasked Estep 
Score: -529173.187500 Penalty: 2077.384521
	Iteration 0F: 2 clusters Score -529173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -525185.250000 Penalty: 4154.769043
	Iteration 0F: 3 clusters Score -525185.2 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -526280.500000 Penalty: 4154.769043
	Iteration 1F: 3 clusters Score -526280.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -526608.625000 Penalty: 4154.769043
	Iteration 2F: 3 clusters Score -526608.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -526872.875000 Penalty: 4154.769043
	Iteration 3F: 3 clusters Score -526872.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -527107.000000 Penalty: 4154.769043
	Iteration 4F: 3 clusters Score -527107 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -527296.875000 Penalty: 4154.769043
	Iteration 5F: 3 clusters Score -527296.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -527469.250000 Penalty: 4154.769043
	Iteration 6Q: 3 clusters Score -527469.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -527612.812500 Penalty: 4154.769043
	Iteration 7Q: 3 clusters Score -527612.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -527735.562500 Penalty: 4154.769043
	Iteration 8Q: 3 clusters Score -527735.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -527870.187500 Penalty: 4154.769043
	Iteration 9Q: 3 clusters Score -527870.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -527979.875000 Penalty: 4154.769043
	Iteration 10Q: 3 clusters Score -527979.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -528052.875000 Penalty: 4154.769043
	Iteration 11Q: 3 clusters Score -528052.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -528099.187500 Penalty: 4154.769043
	Iteration 12Q: 3 clusters Score -528099.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -528125.500000 Penalty: 4154.769043
	Iteration 13Q: 3 clusters Score -528125.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -528149.562500 Penalty: 4154.769043
	Iteration 14Q: 3 clusters Score -528149.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -528164.562500 Penalty: 4154.769043
	Iteration 15Q: 3 clusters Score -528164.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -528174.687500 Penalty: 4154.769043
	Iteration 16Q: 3 clusters Score -528174.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -528183.562500 Penalty: 4154.769043
	Iteration 17Q: 3 clusters Score -528183.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -528191.625000 Penalty: 4154.769043
	Iteration 18Q: 3 clusters Score -528191.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -528202.875000 Penalty: 4154.769043
	Iteration 19Q: 3 clusters Score -528202.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -528210.250000 Penalty: 4154.769043
	Iteration 20F: 3 clusters Score -528210.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -528215.187500 Penalty: 4154.769043
	Iteration 21Q: 3 clusters Score -528215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -528218.187500 Penalty: 4154.769043
	Iteration 22Q: 3 clusters Score -528218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -528220.687500 Penalty: 4154.769043
	Iteration 23Q: 3 clusters Score -528220.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -528224.437500 Penalty: 4154.769043
	Iteration 24Q: 3 clusters Score -528224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -528227.812500 Penalty: 4154.769043
	Iteration 25Q: 3 clusters Score -528227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -528231.250000 Penalty: 4154.769043
	Iteration 26Q: 3 clusters Score -528231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -528234.812500 Penalty: 4154.769043
	Iteration 27Q: 3 clusters Score -528234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -528235.500000 Penalty: 4154.769043
	Iteration 28Q: 3 clusters Score -528235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -528235.437500 Penalty: 4154.769043
	Iteration 29Q: 3 clusters Score -528235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -528237.437500 Penalty: 4154.769043
	Iteration 30Q: 3 clusters Score -528237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -528237.500000 Penalty: 4154.769043
	Iteration 31Q: 3 clusters Score -528237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -528236.437500 Penalty: 4154.769043
	Iteration 32Q: 3 clusters Score -528236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -528236.312500 Penalty: 4154.769043
	Iteration 33Q: 3 clusters Score -528236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -528237.812500 Penalty: 4154.769043
	Iteration 34Q: 3 clusters Score -528237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -528238.625000 Penalty: 4154.769043
	Iteration 35Q: 3 clusters Score -528238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -528242.875000 Penalty: 4154.769043
	Iteration 36Q: 3 clusters Score -528242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -528244.500000 Penalty: 4154.769043
	Iteration 37Q: 3 clusters Score -528244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -528245.875000 Penalty: 4154.769043
	Iteration 38Q: 3 clusters Score -528245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -528247.187500 Penalty: 4154.769043
	Iteration 39Q: 3 clusters Score -528247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -528247.312500 Penalty: 4154.769043
	Iteration 40F: 3 clusters Score -528247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -528250.062500 Penalty: 4154.769043
	Iteration 41Q: 3 clusters Score -528250.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -528250.062500 Penalty: 4154.769043
	Iteration 42F: 3 clusters Score -528250.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -103986.531250 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -103986.5 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 430 members 
Entering Unmasked Estep 
Score: -102155.898438 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -102155.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102439.390625 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -102439.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102649.031250 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -102649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102966.539062 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -102966.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -103224.421875 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -103224.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103379.421875 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -103379.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103470.859375 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -103470.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -103580.312500 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -103580.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103709.828125 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -103709.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103838.453125 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -103838.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103926.828125 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -103926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103974.546875 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -103974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -103996.914062 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -103996.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104013.085938 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -104013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -104028.171875 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -104028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -104033.710938 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -104033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -104047.203125 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -104047.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -104060.484375 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -104060.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104062.179688 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -104062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104062.179688 Penalty: 3347.384766
	Iteration 19F: 3 clusters Score -104062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152997 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19302 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107086 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10312 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 56491 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32753 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18450 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Mstep: Class 32 contains 581 members 
Entering Unmasked Estep 
Score: -77998256.000000 Penalty: 105949.625000
Splitting cluster 2 changes total score from -77999832.000000 to -77998256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -33059.191406 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -33059.19 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 134 members 
Entering Unmasked Estep 
Score: -31804.462891 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -31804.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31898.871094 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -31898.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31920.335938 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -31920.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31920.335938 Penalty: 2803.634521
	Iteration 3F: 3 clusters Score -31920.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (152997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152997 members 
Entering Unmasked Estep 
Score: -19610826.000000 Penalty: 2960.666992
	Iteration 0F: 2 clusters Score -1.961083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -19508656.000000 Penalty: 5921.333984
	Iteration 0F: 3 clusters Score -1.950866e+07 nChanged 72979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -19551270.000000 Penalty: 5921.333984
	Iteration 1F: 3 clusters Score -1.955127e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -19552228.000000 Penalty: 5921.333984
	Iteration 2Q: 3 clusters Score -1.955223e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80944 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -19553286.000000 Penalty: 5921.333984
	Iteration 3Q: 3 clusters Score -1.955329e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -19555016.000000 Penalty: 5921.333984
	Iteration 4Q: 3 clusters Score -1.955502e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -19557324.000000 Penalty: 5921.333984
	Iteration 5Q: 3 clusters Score -1.955732e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91377 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -19561032.000000 Penalty: 5921.333984
	Iteration 6Q: 3 clusters Score -1.956103e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97528 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -19566706.000000 Penalty: 5921.333984
	Iteration 7F: 3 clusters Score -1.956671e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -19573542.000000 Penalty: 5921.333984
	Iteration 8F: 3 clusters Score -1.957354e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -19580444.000000 Penalty: 5921.333984
	Iteration 9F: 3 clusters Score -1.958044e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115778 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -19585224.000000 Penalty: 5921.333984
	Iteration 10Q: 3 clusters Score -1.958522e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119798 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -19588092.000000 Penalty: 5921.333984
	Iteration 11Q: 3 clusters Score -1.958809e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123488 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -19590082.000000 Penalty: 5921.333984
	Iteration 12Q: 3 clusters Score -1.959008e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -19591822.000000 Penalty: 5921.333984
	Iteration 13Q: 3 clusters Score -1.959182e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -19593598.000000 Penalty: 5921.333984
	Iteration 14Q: 3 clusters Score -1.95936e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133700 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -19595328.000000 Penalty: 5921.333984
	Iteration 15Q: 3 clusters Score -1.959533e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136893 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -19597080.000000 Penalty: 5921.333984
	Iteration 16Q: 3 clusters Score -1.959708e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139843 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -19598960.000000 Penalty: 5921.333984
	Iteration 17Q: 3 clusters Score -1.959896e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142567 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -19600716.000000 Penalty: 5921.333984
	Iteration 18Q: 3 clusters Score -1.960072e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145082 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -19602442.000000 Penalty: 5921.333984
	Iteration 19Q: 3 clusters Score -1.960244e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147241 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -19604000.000000 Penalty: 5921.333984
	Iteration 20F: 3 clusters Score -1.9604e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148987 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -19605322.000000 Penalty: 5921.333984
	Iteration 21Q: 3 clusters Score -1.960532e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -19606412.000000 Penalty: 5921.333984
	Iteration 22Q: 3 clusters Score -1.960641e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151253 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -19607170.000000 Penalty: 5921.333984
	Iteration 23Q: 3 clusters Score -1.960717e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151840 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19607628.000000 Penalty: 5921.333984
	Iteration 24Q: 3 clusters Score -1.960763e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152165 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -19607868.000000 Penalty: 5921.333984
	Iteration 25Q: 3 clusters Score -1.960787e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152360 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -19608040.000000 Penalty: 5921.333984
	Iteration 26Q: 3 clusters Score -1.960804e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152457 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -19608134.000000 Penalty: 5921.333984
	Iteration 27Q: 3 clusters Score -1.960813e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -19608136.000000 Penalty: 5921.333984
	Iteration 28Q: 3 clusters Score -1.960814e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152553 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19608172.000000 Penalty: 5921.333984
	Iteration 29Q: 3 clusters Score -1.960817e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152584 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -19608200.000000 Penalty: 5921.333984
	Iteration 30Q: 3 clusters Score -1.96082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -19608212.000000 Penalty: 5921.333984
	Iteration 31Q: 3 clusters Score -1.960821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152620 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19608240.000000 Penalty: 5921.333984
	Iteration 32Q: 3 clusters Score -1.960824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152629 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19608238.000000 Penalty: 5921.333984
	Iteration 33Q: 3 clusters Score -1.960824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -19608256.000000 Penalty: 5921.333984
	Iteration 34Q: 3 clusters Score -1.960826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19608276.000000 Penalty: 5921.333984
	Iteration 35Q: 3 clusters Score -1.960828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19608270.000000 Penalty: 5921.333984
	Iteration 36Q: 3 clusters Score -1.960827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19608288.000000 Penalty: 5921.333984
	Iteration 37Q: 3 clusters Score -1.960829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19608286.000000 Penalty: 5921.333984
	Iteration 38Q: 3 clusters Score -1.960829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19608286.000000 Penalty: 5921.333984
	Iteration 39F: 3 clusters Score -1.960829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -58500.660156 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -58500.66 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: -57019.347656 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -57019.35 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57444.804688 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -57444.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57782.164062 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -57782.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58080.984375 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -58080.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58335.984375 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -58335.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58444.070312 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -58444.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58467.570312 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -58467.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -58476.324219 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -58476.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58479.367188 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -58479.37 nChanged 1
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: -58481.816406 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -58481.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58485.371094 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -58485.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58489.105469 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -58489.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58493.878906 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -58493.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58507.425781 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -58507.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58523.753906 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -58523.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58525.652344 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -58525.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58528.957031 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -58528.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58528.957031 Penalty: 3122.451904
	Iteration 17F: 3 clusters Score -58528.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152997 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 19302 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107086 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10312 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 56491 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32753 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18450 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
Score: -77998056.000000 Penalty: 105949.625000
Splitting cluster 5 changes total score from -77999832.000000 to -77998056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Entering Unmasked Estep 
Score: -2470668.250000 Penalty: 2447.255127
	Iteration 0F: 2 clusters Score -2470668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2457102.250000 Penalty: 4894.510254
	Iteration 0F: 3 clusters Score -2457102 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2461820.250000 Penalty: 4894.510254
	Iteration 1F: 3 clusters Score -2461820 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2462485.500000 Penalty: 4894.510254
	Iteration 2F: 3 clusters Score -2462486 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2463182.250000 Penalty: 4894.510254
	Iteration 3F: 3 clusters Score -2463182 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2463918.750000 Penalty: 4894.510254
	Iteration 4F: 3 clusters Score -2463919 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2464769.000000 Penalty: 4894.510254
	Iteration 5F: 3 clusters Score -2464769 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2465628.250000 Penalty: 4894.510254
	Iteration 6F: 3 clusters Score -2465628 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2466428.000000 Penalty: 4894.510254
	Iteration 7F: 3 clusters Score -2466428 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2467140.250000 Penalty: 4894.510254
	Iteration 8Q: 3 clusters Score -2467140 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2467650.000000 Penalty: 4894.510254
	Iteration 9Q: 3 clusters Score -2467650 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2468037.000000 Penalty: 4894.510254
	Iteration 10Q: 3 clusters Score -2468037 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2468335.000000 Penalty: 4894.510254
	Iteration 11Q: 3 clusters Score -2468335 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2468560.250000 Penalty: 4894.510254
	Iteration 12Q: 3 clusters Score -2468560 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2468718.750000 Penalty: 4894.510254
	Iteration 13Q: 3 clusters Score -2468719 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2468828.000000 Penalty: 4894.510254
	Iteration 14Q: 3 clusters Score -2468828 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2468914.250000 Penalty: 4894.510254
	Iteration 15Q: 3 clusters Score -2468914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2468967.750000 Penalty: 4894.510254
	Iteration 16Q: 3 clusters Score -2468968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2469018.250000 Penalty: 4894.510254
	Iteration 17Q: 3 clusters Score -2469018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2469043.750000 Penalty: 4894.510254
	Iteration 18Q: 3 clusters Score -2469044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2469054.500000 Penalty: 4894.510254
	Iteration 19Q: 3 clusters Score -2469054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2469061.250000 Penalty: 4894.510254
	Iteration 20F: 3 clusters Score -2469061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2469067.750000 Penalty: 4894.510254
	Iteration 21Q: 3 clusters Score -2469068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2469074.000000 Penalty: 4894.510254
	Iteration 22Q: 3 clusters Score -2469074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2469080.250000 Penalty: 4894.510254
	Iteration 23Q: 3 clusters Score -2469080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2469079.750000 Penalty: 4894.510254
	Iteration 24Q: 3 clusters Score -2469080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2469080.500000 Penalty: 4894.510254
	Iteration 25Q: 3 clusters Score -2469080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2469080.250000 Penalty: 4894.510254
	Iteration 26Q: 3 clusters Score -2469080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2469080.250000 Penalty: 4894.510254
	Iteration 27Q: 3 clusters Score -2469080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2469081.750000 Penalty: 4894.510254
	Iteration 28Q: 3 clusters Score -2469082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2469081.250000 Penalty: 4894.510254
	Iteration 29Q: 3 clusters Score -2469081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2469081.250000 Penalty: 4894.510254
	Iteration 30F: 3 clusters Score -2469081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -243288.625000 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -243288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -240633.968750 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -240634 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -241231.812500 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -241231.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -241476.359375 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -241476.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -241677.687500 Penalty: 3782.537109
	Iteration 3F: 3 clusters Score -241677.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -241853.750000 Penalty: 3782.537109
	Iteration 4F: 3 clusters Score -241853.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -242023.156250 Penalty: 3782.537109
	Iteration 5F: 3 clusters Score -242023.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -242151.031250 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -242151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -242219.125000 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -242219.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -242250.171875 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -242250.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -242277.265625 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -242277.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -242287.531250 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -242287.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -242296.265625 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -242296.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -242302.000000 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -242302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -242312.781250 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -242312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -242316.703125 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -242316.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -242321.656250 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -242321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -242321.828125 Penalty: 3782.537109
	Iteration 16Q: 3 clusters Score -242321.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -242321.828125 Penalty: 3782.537109
	Iteration 17F: 3 clusters Score -242321.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Entering Unmasked Estep 
Score: -9594853.000000 Penalty: 2783.035645
	Iteration 0F: 2 clusters Score -9594853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -9544891.000000 Penalty: 5566.071289
	Iteration 0F: 3 clusters Score -9544891 nChanged 35167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -9564905.000000 Penalty: 5566.071289
	Iteration 1F: 3 clusters Score -9564905 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -9565679.000000 Penalty: 5566.071289
	Iteration 2Q: 3 clusters Score -9565679 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -9566720.000000 Penalty: 5566.071289
	Iteration 3Q: 3 clusters Score -9566720 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -9568184.000000 Penalty: 5566.071289
	Iteration 4Q: 3 clusters Score -9568184 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -9570328.000000 Penalty: 5566.071289
	Iteration 5F: 3 clusters Score -9570328 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -9573500.000000 Penalty: 5566.071289
	Iteration 6F: 3 clusters Score -9573500 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -9577052.000000 Penalty: 5566.071289
	Iteration 7F: 3 clusters Score -9577052 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -9580372.000000 Penalty: 5566.071289
	Iteration 8F: 3 clusters Score -9580372 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -9583165.000000 Penalty: 5566.071289
	Iteration 9F: 3 clusters Score -9583165 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -9585573.000000 Penalty: 5566.071289
	Iteration 10Q: 3 clusters Score -9585573 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -9587564.000000 Penalty: 5566.071289
	Iteration 11Q: 3 clusters Score -9587564 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -9589134.000000 Penalty: 5566.071289
	Iteration 12Q: 3 clusters Score -9589134 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -9590286.000000 Penalty: 5566.071289
	Iteration 13Q: 3 clusters Score -9590286 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9591109.000000 Penalty: 5566.071289
	Iteration 14Q: 3 clusters Score -9591109 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9591662.000000 Penalty: 5566.071289
	Iteration 15Q: 3 clusters Score -9591662 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9591989.000000 Penalty: 5566.071289
	Iteration 16Q: 3 clusters Score -9591989 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9592197.000000 Penalty: 5566.071289
	Iteration 17Q: 3 clusters Score -9592197 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9592331.000000 Penalty: 5566.071289
	Iteration 18Q: 3 clusters Score -9592331 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73953 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9592383.000000 Penalty: 5566.071289
	Iteration 19Q: 3 clusters Score -9592383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9592439.000000 Penalty: 5566.071289
	Iteration 20F: 3 clusters Score -9592439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9592455.000000 Penalty: 5566.071289
	Iteration 21Q: 3 clusters Score -9592455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9592452.000000 Penalty: 5566.071289
	Iteration 22Q: 3 clusters Score -9592452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9592460.000000 Penalty: 5566.071289
	Iteration 23Q: 3 clusters Score -9592460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9592496.000000 Penalty: 5566.071289
	Iteration 24Q: 3 clusters Score -9592496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9592493.000000 Penalty: 5566.071289
	Iteration 25Q: 3 clusters Score -9592493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9592506.000000 Penalty: 5566.071289
	Iteration 26Q: 3 clusters Score -9592506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9592498.000000 Penalty: 5566.071289
	Iteration 27Q: 3 clusters Score -9592498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9592507.000000 Penalty: 5566.071289
	Iteration 28Q: 3 clusters Score -9592507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9592508.000000 Penalty: 5566.071289
	Iteration 29Q: 3 clusters Score -9592508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9592520.000000 Penalty: 5566.071289
	Iteration 30Q: 3 clusters Score -9592520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9592512.000000 Penalty: 5566.071289
	Iteration 31Q: 3 clusters Score -9592512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9592509.000000 Penalty: 5566.071289
	Iteration 32Q: 3 clusters Score -9592509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9592514.000000 Penalty: 5566.071289
	Iteration 33Q: 3 clusters Score -9592514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9592511.000000 Penalty: 5566.071289
	Iteration 34Q: 3 clusters Score -9592511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9592514.000000 Penalty: 5566.071289
	Iteration 35Q: 3 clusters Score -9592514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9592514.000000 Penalty: 5566.071289
	Iteration 36F: 3 clusters Score -9592514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Entering Unmasked Estep 
Score: -13617177.000000 Penalty: 2872.184082
	Iteration 0F: 2 clusters Score -1.361718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -13545673.000000 Penalty: 5744.368164
	Iteration 0F: 3 clusters Score -1.354567e+07 nChanged 50518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -13574326.000000 Penalty: 5744.368164
	Iteration 1F: 3 clusters Score -1.357433e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -13575287.000000 Penalty: 5744.368164
	Iteration 2Q: 3 clusters Score -1.357529e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -13576589.000000 Penalty: 5744.368164
	Iteration 3Q: 3 clusters Score -1.357659e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -13578707.000000 Penalty: 5744.368164
	Iteration 4Q: 3 clusters Score -1.357871e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -13582157.000000 Penalty: 5744.368164
	Iteration 5F: 3 clusters Score -1.358216e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -13588403.000000 Penalty: 5744.368164
	Iteration 6F: 3 clusters Score -1.35884e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -13597091.000000 Penalty: 5744.368164
	Iteration 7F: 3 clusters Score -1.359709e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -13605984.000000 Penalty: 5744.368164
	Iteration 8F: 3 clusters Score -1.360598e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -13611155.000000 Penalty: 5744.368164
	Iteration 9F: 3 clusters Score -1.361116e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 105465 members 
Entering Unmasked Estep 
Score: -13613302.000000 Penalty: 5744.368164
	Iteration 10Q: 3 clusters Score -1.36133e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 106315 members 
Entering Unmasked Estep 
Score: -13614050.000000 Penalty: 5744.368164
	Iteration 11Q: 3 clusters Score -1.361405e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -13614389.000000 Penalty: 5744.368164
	Iteration 12Q: 3 clusters Score -1.361439e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 106695 members 
Entering Unmasked Estep 
Score: -13614512.000000 Penalty: 5744.368164
	Iteration 13Q: 3 clusters Score -1.361451e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 106721 members 
Entering Unmasked Estep 
Score: -13614571.000000 Penalty: 5744.368164
	Iteration 14Q: 3 clusters Score -1.361457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 106736 members 
Entering Unmasked Estep 
Score: -13614604.000000 Penalty: 5744.368164
	Iteration 15Q: 3 clusters Score -1.36146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 106748 members 
Entering Unmasked Estep 
Score: -13614629.000000 Penalty: 5744.368164
	Iteration 16Q: 3 clusters Score -1.361463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 106759 members 
Entering Unmasked Estep 
Score: -13614644.000000 Penalty: 5744.368164
	Iteration 17Q: 3 clusters Score -1.361464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 106765 members 
Entering Unmasked Estep 
Score: -13614671.000000 Penalty: 5744.368164
	Iteration 18Q: 3 clusters Score -1.361467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -13614681.000000 Penalty: 5744.368164
	Iteration 19Q: 3 clusters Score -1.361468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -13614692.000000 Penalty: 5744.368164
	Iteration 20F: 3 clusters Score -1.361469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -13614702.000000 Penalty: 5744.368164
	Iteration 21Q: 3 clusters Score -1.36147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 106777 members 
Entering Unmasked Estep 
Score: -13614695.000000 Penalty: 5744.368164
	Iteration 22Q: 3 clusters Score -1.36147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13614705.000000 Penalty: 5744.368164
	Iteration 23Q: 3 clusters Score -1.36147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13614705.000000 Penalty: 5744.368164
	Iteration 24Q: 3 clusters Score -1.36147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 106777 members 
Entering Unmasked Estep 
Score: -13614706.000000 Penalty: 5744.368164
	Iteration 25Q: 3 clusters Score -1.361471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -13614709.000000 Penalty: 5744.368164
	Iteration 26Q: 3 clusters Score -1.361471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -13614709.000000 Penalty: 5744.368164
	Iteration 27F: 3 clusters Score -1.361471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -267802.343750 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -267802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -265181.875000 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -265181.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -265654.156250 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -265654.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -265788.093750 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -265788.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -265861.906250 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -265861.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -265897.843750 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -265897.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -265922.625000 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -265922.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -265938.875000 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -265938.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -265945.843750 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -265945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -265948.718750 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -265948.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -265954.500000 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -265954.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265963.437500 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -265963.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -265969.781250 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -265969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -265973.500000 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -265973.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -265974.593750 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -265974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -265974.593750 Penalty: 3783.744629
	Iteration 14F: 3 clusters Score -265974.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Entering Unmasked Estep 
Score: -522571.250000 Penalty: 2072.250977
	Iteration 0F: 2 clusters Score -522571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -518505.468750 Penalty: 4144.501953
	Iteration 0F: 3 clusters Score -518505.5 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -519456.000000 Penalty: 4144.501953
	Iteration 1F: 3 clusters Score -519456 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -519663.250000 Penalty: 4144.501953
	Iteration 2F: 3 clusters Score -519663.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -519784.093750 Penalty: 4144.501953
	Iteration 3F: 3 clusters Score -519784.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -519857.125000 Penalty: 4144.501953
	Iteration 4Q: 3 clusters Score -519857.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -519895.156250 Penalty: 4144.501953
	Iteration 5Q: 3 clusters Score -519895.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -519915.625000 Penalty: 4144.501953
	Iteration 6Q: 3 clusters Score -519915.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -519931.562500 Penalty: 4144.501953
	Iteration 7Q: 3 clusters Score -519931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -519945.343750 Penalty: 4144.501953
	Iteration 8Q: 3 clusters Score -519945.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -519951.781250 Penalty: 4144.501953
	Iteration 9Q: 3 clusters Score -519951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -519956.968750 Penalty: 4144.501953
	Iteration 10Q: 3 clusters Score -519957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -519962.437500 Penalty: 4144.501953
	Iteration 11Q: 3 clusters Score -519962.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -519969.281250 Penalty: 4144.501953
	Iteration 12Q: 3 clusters Score -519969.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -519975.875000 Penalty: 4144.501953
	Iteration 13Q: 3 clusters Score -519975.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -519984.562500 Penalty: 4144.501953
	Iteration 14Q: 3 clusters Score -519984.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -519988.875000 Penalty: 4144.501953
	Iteration 15Q: 3 clusters Score -519988.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -519992.312500 Penalty: 4144.501953
	Iteration 16Q: 3 clusters Score -519992.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -519994.250000 Penalty: 4144.501953
	Iteration 17Q: 3 clusters Score -519994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -519997.156250 Penalty: 4144.501953
	Iteration 18Q: 3 clusters Score -519997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -519997.468750 Penalty: 4144.501953
	Iteration 19Q: 3 clusters Score -519997.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -519998.156250 Penalty: 4144.501953
	Iteration 20F: 3 clusters Score -519998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -519999.093750 Penalty: 4144.501953
	Iteration 21Q: 3 clusters Score -519999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -519999.312500 Penalty: 4144.501953
	Iteration 22Q: 3 clusters Score -519999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -519999.968750 Penalty: 4144.501953
	Iteration 23Q: 3 clusters Score -520000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -520000.406250 Penalty: 4144.501953
	Iteration 24Q: 3 clusters Score -520000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -520001.093750 Penalty: 4144.501953
	Iteration 25Q: 3 clusters Score -520001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -520002.781250 Penalty: 4144.501953
	Iteration 26Q: 3 clusters Score -520002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -520004.156250 Penalty: 4144.501953
	Iteration 27Q: 3 clusters Score -520004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -520005.406250 Penalty: 4144.501953
	Iteration 28Q: 3 clusters Score -520005.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -520005.781250 Penalty: 4144.501953
	Iteration 29Q: 3 clusters Score -520005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -520007.375000 Penalty: 4144.501953
	Iteration 30Q: 3 clusters Score -520007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -520007.375000 Penalty: 4144.501953
	Iteration 31F: 3 clusters Score -520007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -642303.375000 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -642303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -637817.562500 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -637817.6 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -638947.875000 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -638947.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -639182.937500 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -639182.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -639338.125000 Penalty: 4226.310059
	Iteration 3Q: 3 clusters Score -639338.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -639492.062500 Penalty: 4226.310059
	Iteration 4Q: 3 clusters Score -639492.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -639697.812500 Penalty: 4226.310059
	Iteration 5Q: 3 clusters Score -639697.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -639908.562500 Penalty: 4226.310059
	Iteration 6F: 3 clusters Score -639908.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -640133.562500 Penalty: 4226.310059
	Iteration 7F: 3 clusters Score -640133.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -640337.062500 Penalty: 4226.310059
	Iteration 8F: 3 clusters Score -640337.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -640509.687500 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -640509.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -640645.062500 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -640645.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -640763.687500 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -640763.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -640858.437500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -640858.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -640921.875000 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -640921.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -640965.812500 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -640965.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -641004.750000 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -641004.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -641032.812500 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -641032.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -641049.187500 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -641049.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -641065.812500 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -641065.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -641074.125000 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -641074.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -641084.187500 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -641084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -641093.250000 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -641093.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -641100.125000 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -641100.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -641104.125000 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -641104.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -641109.687500 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -641109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -641112.562500 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -641112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -641114.812500 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -641114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -641118.187500 Penalty: 4226.310059
	Iteration 27Q: 3 clusters Score -641118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -641118.500000 Penalty: 4226.310059
	Iteration 28Q: 3 clusters Score -641118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -641121.687500 Penalty: 4226.310059
	Iteration 29Q: 3 clusters Score -641121.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -641124.000000 Penalty: 4226.310059
	Iteration 30Q: 3 clusters Score -641124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -641126.312500 Penalty: 4226.310059
	Iteration 31Q: 3 clusters Score -641126.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -641129.937500 Penalty: 4226.310059
	Iteration 32Q: 3 clusters Score -641129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -641130.312500 Penalty: 4226.310059
	Iteration 33Q: 3 clusters Score -641130.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -641131.812500 Penalty: 4226.310059
	Iteration 34Q: 3 clusters Score -641131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -641131.500000 Penalty: 4226.310059
	Iteration 35Q: 3 clusters Score -641131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -641132.500000 Penalty: 4226.310059
	Iteration 36Q: 3 clusters Score -641132.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -641135.125000 Penalty: 4226.310059
	Iteration 37Q: 3 clusters Score -641135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -641136.187500 Penalty: 4226.310059
	Iteration 38Q: 3 clusters Score -641136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -641136.187500 Penalty: 4226.310059
	Iteration 39F: 3 clusters Score -641136.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -75118.828125 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -75118.83 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 317 members 
Entering Unmasked Estep 
Score: -73483.664062 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -73483.66 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73725.539062 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -73725.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73817.390625 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -73817.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73875.031250 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -73875.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73937.921875 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -73937.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74021.484375 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -74021.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74129.898438 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -74129.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74204.328125 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -74204.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74285.851562 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -74285.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74334.328125 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -74334.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74415.320312 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -74415.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74511.859375 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -74511.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74569.906250 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -74569.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74609.804688 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -74609.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74629.437500 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -74629.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74638.312500 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -74638.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74651.078125 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -74651.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74653.796875 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -74653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74653.796875 Penalty: 3197.863525
	Iteration 18F: 3 clusters Score -74653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Entering Unmasked Estep 
Score: -1214939.875000 Penalty: 2291.783691
	Iteration 0F: 2 clusters Score -1214940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1207139.000000 Penalty: 4583.567383
	Iteration 0F: 3 clusters Score -1207139 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1209561.625000 Penalty: 4583.567383
	Iteration 1F: 3 clusters Score -1209562 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1210049.375000 Penalty: 4583.567383
	Iteration 2F: 3 clusters Score -1210049 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1210498.000000 Penalty: 4583.567383
	Iteration 3F: 3 clusters Score -1210498 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1210999.625000 Penalty: 4583.567383
	Iteration 4F: 3 clusters Score -1211000 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1211528.875000 Penalty: 4583.567383
	Iteration 5F: 3 clusters Score -1211529 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1212037.500000 Penalty: 4583.567383
	Iteration 6F: 3 clusters Score -1212038 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1212415.375000 Penalty: 4583.567383
	Iteration 7F: 3 clusters Score -1212415 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1212687.625000 Penalty: 4583.567383
	Iteration 8Q: 3 clusters Score -1212688 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1212885.250000 Penalty: 4583.567383
	Iteration 9Q: 3 clusters Score -1212885 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1213017.625000 Penalty: 4583.567383
	Iteration 10Q: 3 clusters Score -1213018 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1213099.250000 Penalty: 4583.567383
	Iteration 11Q: 3 clusters Score -1213099 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1213153.500000 Penalty: 4583.567383
	Iteration 12Q: 3 clusters Score -1213154 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1213193.250000 Penalty: 4583.567383
	Iteration 13Q: 3 clusters Score -1213193 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1213227.250000 Penalty: 4583.567383
	Iteration 14Q: 3 clusters Score -1213227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1213253.000000 Penalty: 4583.567383
	Iteration 15Q: 3 clusters Score -1213253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1213270.500000 Penalty: 4583.567383
	Iteration 16Q: 3 clusters Score -1213270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1213285.125000 Penalty: 4583.567383
	Iteration 17Q: 3 clusters Score -1213285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1213301.125000 Penalty: 4583.567383
	Iteration 18Q: 3 clusters Score -1213301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1213310.625000 Penalty: 4583.567383
	Iteration 19Q: 3 clusters Score -1213311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1213320.750000 Penalty: 4583.567383
	Iteration 20F: 3 clusters Score -1213321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1213334.625000 Penalty: 4583.567383
	Iteration 21Q: 3 clusters Score -1213335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1213341.750000 Penalty: 4583.567383
	Iteration 22Q: 3 clusters Score -1213342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1213344.875000 Penalty: 4583.567383
	Iteration 23Q: 3 clusters Score -1213345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1213347.750000 Penalty: 4583.567383
	Iteration 24Q: 3 clusters Score -1213348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1213356.625000 Penalty: 4583.567383
	Iteration 25Q: 3 clusters Score -1213357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1213356.000000 Penalty: 4583.567383
	Iteration 26Q: 3 clusters Score -1213356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1213362.125000 Penalty: 4583.567383
	Iteration 27Q: 3 clusters Score -1213362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1213368.875000 Penalty: 4583.567383
	Iteration 28Q: 3 clusters Score -1213369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1213374.250000 Penalty: 4583.567383
	Iteration 29Q: 3 clusters Score -1213374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1213384.250000 Penalty: 4583.567383
	Iteration 30Q: 3 clusters Score -1213384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1213388.500000 Penalty: 4583.567383
	Iteration 31Q: 3 clusters Score -1213388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1213398.250000 Penalty: 4583.567383
	Iteration 32Q: 3 clusters Score -1213398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1213406.875000 Penalty: 4583.567383
	Iteration 33Q: 3 clusters Score -1213407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1213414.250000 Penalty: 4583.567383
	Iteration 34Q: 3 clusters Score -1213414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1213420.375000 Penalty: 4583.567383
	Iteration 35Q: 3 clusters Score -1213420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1213427.250000 Penalty: 4583.567383
	Iteration 36Q: 3 clusters Score -1213427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1213438.000000 Penalty: 4583.567383
	Iteration 37Q: 3 clusters Score -1213438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1213452.125000 Penalty: 4583.567383
	Iteration 38Q: 3 clusters Score -1213452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1213457.125000 Penalty: 4583.567383
	Iteration 39Q: 3 clusters Score -1213457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1213459.000000 Penalty: 4583.567383
	Iteration 40F: 3 clusters Score -1213459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1213464.500000 Penalty: 4583.567383
	Iteration 41Q: 3 clusters Score -1213464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1213468.250000 Penalty: 4583.567383
	Iteration 42Q: 3 clusters Score -1213468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1213473.250000 Penalty: 4583.567383
	Iteration 43Q: 3 clusters Score -1213473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1213480.250000 Penalty: 4583.567383
	Iteration 44Q: 3 clusters Score -1213480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1213482.500000 Penalty: 4583.567383
	Iteration 45Q: 3 clusters Score -1213482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1213487.000000 Penalty: 4583.567383
	Iteration 46Q: 3 clusters Score -1213487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1213492.125000 Penalty: 4583.567383
	Iteration 47Q: 3 clusters Score -1213492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1213491.875000 Penalty: 4583.567383
	Iteration 48Q: 3 clusters Score -1213492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1213495.500000 Penalty: 4583.567383
	Iteration 49Q: 3 clusters Score -1213496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1213497.375000 Penalty: 4583.567383
	Iteration 50Q: 3 clusters Score -1213497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1213502.625000 Penalty: 4583.567383
	Iteration 51Q: 3 clusters Score -1213503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1213504.625000 Penalty: 4583.567383
	Iteration 52Q: 3 clusters Score -1213505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1213504.875000 Penalty: 4583.567383
	Iteration 53Q: 3 clusters Score -1213505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1213505.375000 Penalty: 4583.567383
	Iteration 54Q: 3 clusters Score -1213505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1213510.750000 Penalty: 4583.567383
	Iteration 55Q: 3 clusters Score -1213511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1213513.625000 Penalty: 4583.567383
	Iteration 56Q: 3 clusters Score -1213514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1213517.250000 Penalty: 4583.567383
	Iteration 57Q: 3 clusters Score -1213517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1213517.250000 Penalty: 4583.567383
	Iteration 58Q: 3 clusters Score -1213517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1213523.500000 Penalty: 4583.567383
	Iteration 59Q: 3 clusters Score -1213524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1213528.375000 Penalty: 4583.567383
	Iteration 60F: 3 clusters Score -1213528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1213531.250000 Penalty: 4583.567383
	Iteration 61Q: 3 clusters Score -1213531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1213529.375000 Penalty: 4583.567383
	Iteration 62Q: 3 clusters Score -1213529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1213530.250000 Penalty: 4583.567383
	Iteration 63Q: 3 clusters Score -1213530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1213533.500000 Penalty: 4583.567383
	Iteration 64Q: 3 clusters Score -1213534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1213533.875000 Penalty: 4583.567383
	Iteration 65Q: 3 clusters Score -1213534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1213534.625000 Penalty: 4583.567383
	Iteration 66Q: 3 clusters Score -1213535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1213534.750000 Penalty: 4583.567383
	Iteration 67Q: 3 clusters Score -1213535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1213537.500000 Penalty: 4583.567383
	Iteration 68Q: 3 clusters Score -1213538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1213538.250000 Penalty: 4583.567383
	Iteration 69Q: 3 clusters Score -1213538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1213537.500000 Penalty: 4583.567383
	Iteration 70Q: 3 clusters Score -1213538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1213540.125000 Penalty: 4583.567383
	Iteration 71Q: 3 clusters Score -1213540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1213542.500000 Penalty: 4583.567383
	Iteration 72Q: 3 clusters Score -1213542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1213542.875000 Penalty: 4583.567383
	Iteration 73Q: 3 clusters Score -1213543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1213545.375000 Penalty: 4583.567383
	Iteration 74Q: 3 clusters Score -1213545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1213543.750000 Penalty: 4583.567383
	Iteration 75Q: 3 clusters Score -1213544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1213544.750000 Penalty: 4583.567383
	Iteration 76Q: 3 clusters Score -1213545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1213544.750000 Penalty: 4583.567383
	Iteration 77F: 3 clusters Score -1213545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Entering Unmasked Estep 
Score: -1169274.375000 Penalty: 2269.793457
	Iteration 0F: 2 clusters Score -1169274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1161901.750000 Penalty: 4539.586914
	Iteration 0F: 3 clusters Score -1161902 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1163925.500000 Penalty: 4539.586914
	Iteration 1F: 3 clusters Score -1163926 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1164187.500000 Penalty: 4539.586914
	Iteration 2F: 3 clusters Score -1164188 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1164374.750000 Penalty: 4539.586914
	Iteration 3Q: 3 clusters Score -1164375 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1164516.750000 Penalty: 4539.586914
	Iteration 4Q: 3 clusters Score -1164517 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1164632.750000 Penalty: 4539.586914
	Iteration 5Q: 3 clusters Score -1164633 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1164749.875000 Penalty: 4539.586914
	Iteration 6Q: 3 clusters Score -1164750 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1164844.750000 Penalty: 4539.586914
	Iteration 7Q: 3 clusters Score -1164845 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1164925.750000 Penalty: 4539.586914
	Iteration 8Q: 3 clusters Score -1164926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1165010.375000 Penalty: 4539.586914
	Iteration 9Q: 3 clusters Score -1165010 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1165081.000000 Penalty: 4539.586914
	Iteration 10Q: 3 clusters Score -1165081 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1165138.625000 Penalty: 4539.586914
	Iteration 11Q: 3 clusters Score -1165139 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1165185.750000 Penalty: 4539.586914
	Iteration 12Q: 3 clusters Score -1165186 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1165240.125000 Penalty: 4539.586914
	Iteration 13Q: 3 clusters Score -1165240 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1165301.000000 Penalty: 4539.586914
	Iteration 14Q: 3 clusters Score -1165301 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1165352.750000 Penalty: 4539.586914
	Iteration 15Q: 3 clusters Score -1165353 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1165404.625000 Penalty: 4539.586914
	Iteration 16Q: 3 clusters Score -1165405 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1165456.500000 Penalty: 4539.586914
	Iteration 17Q: 3 clusters Score -1165456 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1165506.375000 Penalty: 4539.586914
	Iteration 18Q: 3 clusters Score -1165506 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1165545.750000 Penalty: 4539.586914
	Iteration 19Q: 3 clusters Score -1165546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1165580.750000 Penalty: 4539.586914
	Iteration 20F: 3 clusters Score -1165581 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1165613.500000 Penalty: 4539.586914
	Iteration 21Q: 3 clusters Score -1165614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1165648.125000 Penalty: 4539.586914
	Iteration 22Q: 3 clusters Score -1165648 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1165678.125000 Penalty: 4539.586914
	Iteration 23Q: 3 clusters Score -1165678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1165710.625000 Penalty: 4539.586914
	Iteration 24Q: 3 clusters Score -1165711 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1165748.250000 Penalty: 4539.586914
	Iteration 25Q: 3 clusters Score -1165748 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1165783.875000 Penalty: 4539.586914
	Iteration 26Q: 3 clusters Score -1165784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1165828.625000 Penalty: 4539.586914
	Iteration 27Q: 3 clusters Score -1165829 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1165868.875000 Penalty: 4539.586914
	Iteration 28Q: 3 clusters Score -1165869 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1165922.250000 Penalty: 4539.586914
	Iteration 29Q: 3 clusters Score -1165922 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1165986.500000 Penalty: 4539.586914
	Iteration 30Q: 3 clusters Score -1165986 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1166049.625000 Penalty: 4539.586914
	Iteration 31Q: 3 clusters Score -1166050 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1166104.250000 Penalty: 4539.586914
	Iteration 32Q: 3 clusters Score -1166104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1166165.000000 Penalty: 4539.586914
	Iteration 33Q: 3 clusters Score -1166165 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1166222.000000 Penalty: 4539.586914
	Iteration 34Q: 3 clusters Score -1166222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1166279.375000 Penalty: 4539.586914
	Iteration 35Q: 3 clusters Score -1166279 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1166334.750000 Penalty: 4539.586914
	Iteration 36Q: 3 clusters Score -1166335 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1166394.375000 Penalty: 4539.586914
	Iteration 37Q: 3 clusters Score -1166394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1166441.125000 Penalty: 4539.586914
	Iteration 38Q: 3 clusters Score -1166441 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1166493.500000 Penalty: 4539.586914
	Iteration 39Q: 3 clusters Score -1166494 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1166535.125000 Penalty: 4539.586914
	Iteration 40F: 3 clusters Score -1166535 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1166573.500000 Penalty: 4539.586914
	Iteration 41Q: 3 clusters Score -1166574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1166605.125000 Penalty: 4539.586914
	Iteration 42Q: 3 clusters Score -1166605 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1166625.250000 Penalty: 4539.586914
	Iteration 43Q: 3 clusters Score -1166625 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1166639.500000 Penalty: 4539.586914
	Iteration 44Q: 3 clusters Score -1166640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1166655.625000 Penalty: 4539.586914
	Iteration 45Q: 3 clusters Score -1166656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1166675.125000 Penalty: 4539.586914
	Iteration 46Q: 3 clusters Score -1166675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1166690.125000 Penalty: 4539.586914
	Iteration 47Q: 3 clusters Score -1166690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1166702.500000 Penalty: 4539.586914
	Iteration 48Q: 3 clusters Score -1166702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1166714.250000 Penalty: 4539.586914
	Iteration 49Q: 3 clusters Score -1166714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1166726.625000 Penalty: 4539.586914
	Iteration 50Q: 3 clusters Score -1166727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1166734.250000 Penalty: 4539.586914
	Iteration 51Q: 3 clusters Score -1166734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1166742.875000 Penalty: 4539.586914
	Iteration 52Q: 3 clusters Score -1166743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1166752.625000 Penalty: 4539.586914
	Iteration 53Q: 3 clusters Score -1166753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1166762.375000 Penalty: 4539.586914
	Iteration 54Q: 3 clusters Score -1166762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1166767.625000 Penalty: 4539.586914
	Iteration 55Q: 3 clusters Score -1166768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1166772.000000 Penalty: 4539.586914
	Iteration 56Q: 3 clusters Score -1166772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1166773.875000 Penalty: 4539.586914
	Iteration 57Q: 3 clusters Score -1166774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1166777.375000 Penalty: 4539.586914
	Iteration 58Q: 3 clusters Score -1166777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1166778.375000 Penalty: 4539.586914
	Iteration 59Q: 3 clusters Score -1166778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1166781.000000 Penalty: 4539.586914
	Iteration 60F: 3 clusters Score -1166781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1166783.125000 Penalty: 4539.586914
	Iteration 61Q: 3 clusters Score -1166783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1166782.875000 Penalty: 4539.586914
	Iteration 62Q: 3 clusters Score -1166783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1166786.375000 Penalty: 4539.586914
	Iteration 63Q: 3 clusters Score -1166786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1166788.625000 Penalty: 4539.586914
	Iteration 64Q: 3 clusters Score -1166789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1166791.125000 Penalty: 4539.586914
	Iteration 65Q: 3 clusters Score -1166791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1166789.250000 Penalty: 4539.586914
	Iteration 66Q: 3 clusters Score -1166789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1166791.625000 Penalty: 4539.586914
	Iteration 67Q: 3 clusters Score -1166792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1166794.000000 Penalty: 4539.586914
	Iteration 68Q: 3 clusters Score -1166794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1166797.375000 Penalty: 4539.586914
	Iteration 69Q: 3 clusters Score -1166797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1166803.000000 Penalty: 4539.586914
	Iteration 70Q: 3 clusters Score -1166803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1166797.875000 Penalty: 4539.586914
	Iteration 71Q: 3 clusters Score -1166798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1166802.875000 Penalty: 4539.586914
	Iteration 72Q: 3 clusters Score -1166803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1166804.250000 Penalty: 4539.586914
	Iteration 73Q: 3 clusters Score -1166804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1166804.125000 Penalty: 4539.586914
	Iteration 74Q: 3 clusters Score -1166804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1166805.750000 Penalty: 4539.586914
	Iteration 75Q: 3 clusters Score -1166806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1166804.375000 Penalty: 4539.586914
	Iteration 76Q: 3 clusters Score -1166804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1166803.625000 Penalty: 4539.586914
	Iteration 77Q: 3 clusters Score -1166804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1166807.625000 Penalty: 4539.586914
	Iteration 78Q: 3 clusters Score -1166808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1166809.125000 Penalty: 4539.586914
	Iteration 79Q: 3 clusters Score -1166809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1166809.625000 Penalty: 4539.586914
	Iteration 80F: 3 clusters Score -1166810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1166811.250000 Penalty: 4539.586914
	Iteration 81Q: 3 clusters Score -1166811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1166812.000000 Penalty: 4539.586914
	Iteration 82Q: 3 clusters Score -1166812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1166812.500000 Penalty: 4539.586914
	Iteration 83Q: 3 clusters Score -1166812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1166816.000000 Penalty: 4539.586914
	Iteration 84Q: 3 clusters Score -1166816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1166817.375000 Penalty: 4539.586914
	Iteration 85Q: 3 clusters Score -1166817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1166817.875000 Penalty: 4539.586914
	Iteration 86Q: 3 clusters Score -1166818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1166817.250000 Penalty: 4539.586914
	Iteration 87Q: 3 clusters Score -1166817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1166821.375000 Penalty: 4539.586914
	Iteration 88Q: 3 clusters Score -1166821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1166821.875000 Penalty: 4539.586914
	Iteration 89Q: 3 clusters Score -1166822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1166822.500000 Penalty: 4539.586914
	Iteration 90Q: 3 clusters Score -1166822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1166825.375000 Penalty: 4539.586914
	Iteration 91Q: 3 clusters Score -1166825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1166825.625000 Penalty: 4539.586914
	Iteration 92Q: 3 clusters Score -1166826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1166826.875000 Penalty: 4539.586914
	Iteration 93Q: 3 clusters Score -1166827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1166827.625000 Penalty: 4539.586914
	Iteration 94Q: 3 clusters Score -1166828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1166827.875000 Penalty: 4539.586914
	Iteration 95Q: 3 clusters Score -1166828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1166827.875000 Penalty: 4539.586914
	Iteration 96F: 3 clusters Score -1166828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -236157.906250 Penalty: 1887.859497
	Iteration 0F: 2 clusters Score -236157.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -233585.359375 Penalty: 3775.718994
	Iteration 0F: 3 clusters Score -233585.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -234141.687500 Penalty: 3775.718994
	Iteration 1F: 3 clusters Score -234141.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -234420.859375 Penalty: 3775.718994
	Iteration 2F: 3 clusters Score -234420.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -234665.328125 Penalty: 3775.718994
	Iteration 3F: 3 clusters Score -234665.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -234879.937500 Penalty: 3775.718994
	Iteration 4F: 3 clusters Score -234879.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -235043.468750 Penalty: 3775.718994
	Iteration 5F: 3 clusters Score -235043.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -235228.265625 Penalty: 3775.718994
	Iteration 6Q: 3 clusters Score -235228.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -235356.140625 Penalty: 3775.718994
	Iteration 7Q: 3 clusters Score -235356.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -235427.843750 Penalty: 3775.718994
	Iteration 8Q: 3 clusters Score -235427.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -235472.250000 Penalty: 3775.718994
	Iteration 9Q: 3 clusters Score -235472.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -235496.578125 Penalty: 3775.718994
	Iteration 10Q: 3 clusters Score -235496.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -235512.609375 Penalty: 3775.718994
	Iteration 11Q: 3 clusters Score -235512.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -235529.593750 Penalty: 3775.718994
	Iteration 12Q: 3 clusters Score -235529.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -235537.437500 Penalty: 3775.718994
	Iteration 13Q: 3 clusters Score -235537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -235540.984375 Penalty: 3775.718994
	Iteration 14Q: 3 clusters Score -235541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -235543.203125 Penalty: 3775.718994
	Iteration 15Q: 3 clusters Score -235543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -235544.078125 Penalty: 3775.718994
	Iteration 16Q: 3 clusters Score -235544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -235546.000000 Penalty: 3775.718994
	Iteration 17Q: 3 clusters Score -235546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -235547.265625 Penalty: 3775.718994
	Iteration 18Q: 3 clusters Score -235547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -235548.546875 Penalty: 3775.718994
	Iteration 19Q: 3 clusters Score -235548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -235549.656250 Penalty: 3775.718994
	Iteration 20F: 3 clusters Score -235549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -235550.453125 Penalty: 3775.718994
	Iteration 21Q: 3 clusters Score -235550.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -235550.453125 Penalty: 3775.718994
	Iteration 22F: 3 clusters Score -235550.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -257539.156250 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -257539.2 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 1125 members 
Entering Unmasked Estep 
Score: -254850.125000 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -254850.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -255677.281250 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -255677.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -256231.781250 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -256231.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -256546.296875 Penalty: 3821.363037
	Iteration 3F: 3 clusters Score -256546.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -256700.937500 Penalty: 3821.363037
	Iteration 4F: 3 clusters Score -256700.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -256765.890625 Penalty: 3821.363037
	Iteration 5Q: 3 clusters Score -256765.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -256804.109375 Penalty: 3821.363037
	Iteration 6Q: 3 clusters Score -256804.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -256828.984375 Penalty: 3821.363037
	Iteration 7Q: 3 clusters Score -256829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -256836.765625 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -256836.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -256843.531250 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -256843.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -256847.140625 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -256847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -256849.687500 Penalty: 3821.363037
	Iteration 11Q: 3 clusters Score -256849.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -256854.531250 Penalty: 3821.363037
	Iteration 12Q: 3 clusters Score -256854.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -256861.656250 Penalty: 3821.363037
	Iteration 13Q: 3 clusters Score -256861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -256863.203125 Penalty: 3821.363037
	Iteration 14Q: 3 clusters Score -256863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -256863.468750 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -256863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -256863.468750 Penalty: 3821.363037
	Iteration 16F: 3 clusters Score -256863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -824079.000000 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -824079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -818719.500000 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -818719.5 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -820608.437500 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -820608.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -821292.250000 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -821292.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -821910.125000 Penalty: 4348.904297
	Iteration 3F: 3 clusters Score -821910.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -822316.750000 Penalty: 4348.904297
	Iteration 4F: 3 clusters Score -822316.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -822548.125000 Penalty: 4348.904297
	Iteration 5Q: 3 clusters Score -822548.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -822700.500000 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -822700.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -822795.750000 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -822795.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -822859.125000 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -822859.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -822909.750000 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -822909.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -822935.500000 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -822935.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -822964.500000 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -822964.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -822991.562500 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -822991.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -823018.500000 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -823018.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -823036.250000 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -823036.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -823046.000000 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -823046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -823056.312500 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -823056.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -823066.875000 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -823066.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -823076.187500 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -823076.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -823084.312500 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -823084.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -823087.812500 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -823087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -823090.562500 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -823090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -823091.187500 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -823091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -823092.187500 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -823092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -823094.562500 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -823094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -823098.937500 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -823098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -823101.562500 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -823101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -823103.562500 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -823103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -823107.875000 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -823107.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -823113.250000 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -823113.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -823112.375000 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -823112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -823114.187500 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -823114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -823114.375000 Penalty: 4348.904297
	Iteration 32Q: 3 clusters Score -823114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -823117.375000 Penalty: 4348.904297
	Iteration 33Q: 3 clusters Score -823117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -823118.187500 Penalty: 4348.904297
	Iteration 34Q: 3 clusters Score -823118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -823118.187500 Penalty: 4348.904297
	Iteration 35Q: 3 clusters Score -823118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -823119.875000 Penalty: 4348.904297
	Iteration 36Q: 3 clusters Score -823119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -823120.750000 Penalty: 4348.904297
	Iteration 37Q: 3 clusters Score -823120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -823120.750000 Penalty: 4348.904297
	Iteration 38F: 3 clusters Score -823120.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -434558.437500 Penalty: 2030.726074
	Iteration 0F: 2 clusters Score -434558.4 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 1809 members 
Entering Unmasked Estep 
Score: -430887.562500 Penalty: 4061.452148
	Iteration 0F: 3 clusters Score -430887.6 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -431669.750000 Penalty: 4061.452148
	Iteration 1F: 3 clusters Score -431669.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -431875.781250 Penalty: 4061.452148
	Iteration 2F: 3 clusters Score -431875.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -432012.250000 Penalty: 4061.452148
	Iteration 3F: 3 clusters Score -432012.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -432114.125000 Penalty: 4061.452148
	Iteration 4Q: 3 clusters Score -432114.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -432196.781250 Penalty: 4061.452148
	Iteration 5Q: 3 clusters Score -432196.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -432269.125000 Penalty: 4061.452148
	Iteration 6Q: 3 clusters Score -432269.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -432335.437500 Penalty: 4061.452148
	Iteration 7Q: 3 clusters Score -432335.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -432413.781250 Penalty: 4061.452148
	Iteration 8Q: 3 clusters Score -432413.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -432523.875000 Penalty: 4061.452148
	Iteration 9Q: 3 clusters Score -432523.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -432647.906250 Penalty: 4061.452148
	Iteration 10Q: 3 clusters Score -432647.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -432766.781250 Penalty: 4061.452148
	Iteration 11Q: 3 clusters Score -432766.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -432891.281250 Penalty: 4061.452148
	Iteration 12Q: 3 clusters Score -432891.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -433028.718750 Penalty: 4061.452148
	Iteration 13Q: 3 clusters Score -433028.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -433159.250000 Penalty: 4061.452148
	Iteration 14Q: 3 clusters Score -433159.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -433269.250000 Penalty: 4061.452148
	Iteration 15Q: 3 clusters Score -433269.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -433371.500000 Penalty: 4061.452148
	Iteration 16Q: 3 clusters Score -433371.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -433476.687500 Penalty: 4061.452148
	Iteration 17Q: 3 clusters Score -433476.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -433566.531250 Penalty: 4061.452148
	Iteration 18Q: 3 clusters Score -433566.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -433627.031250 Penalty: 4061.452148
	Iteration 19Q: 3 clusters Score -433627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -433672.031250 Penalty: 4061.452148
	Iteration 20F: 3 clusters Score -433672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -433721.375000 Penalty: 4061.452148
	Iteration 21Q: 3 clusters Score -433721.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -433743.625000 Penalty: 4061.452148
	Iteration 22Q: 3 clusters Score -433743.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -433757.656250 Penalty: 4061.452148
	Iteration 23Q: 3 clusters Score -433757.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -433778.812500 Penalty: 4061.452148
	Iteration 24Q: 3 clusters Score -433778.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -433799.093750 Penalty: 4061.452148
	Iteration 25Q: 3 clusters Score -433799.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -433813.406250 Penalty: 4061.452148
	Iteration 26Q: 3 clusters Score -433813.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -433820.625000 Penalty: 4061.452148
	Iteration 27Q: 3 clusters Score -433820.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -433827.718750 Penalty: 4061.452148
	Iteration 28Q: 3 clusters Score -433827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -433832.750000 Penalty: 4061.452148
	Iteration 29Q: 3 clusters Score -433832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -433836.687500 Penalty: 4061.452148
	Iteration 30Q: 3 clusters Score -433836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -433838.812500 Penalty: 4061.452148
	Iteration 31Q: 3 clusters Score -433838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -433839.250000 Penalty: 4061.452148
	Iteration 32Q: 3 clusters Score -433839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -433839.406250 Penalty: 4061.452148
	Iteration 33Q: 3 clusters Score -433839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -433840.781250 Penalty: 4061.452148
	Iteration 34Q: 3 clusters Score -433840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -433841.156250 Penalty: 4061.452148
	Iteration 35Q: 3 clusters Score -433841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -433841.437500 Penalty: 4061.452148
	Iteration 36Q: 3 clusters Score -433841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -433841.437500 Penalty: 4061.452148
	Iteration 37F: 3 clusters Score -433841.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Entering Unmasked Estep 
Score: -4847439.000000 Penalty: 2615.766113
	Iteration 0F: 2 clusters Score -4847439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4821481.000000 Penalty: 5231.532227
	Iteration 0F: 3 clusters Score -4821481 nChanged 17373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -4831170.500000 Penalty: 5231.532227
	Iteration 1F: 3 clusters Score -4831170 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4831670.500000 Penalty: 5231.532227
	Iteration 2Q: 3 clusters Score -4831670 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4832177.500000 Penalty: 5231.532227
	Iteration 3Q: 3 clusters Score -4832178 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4832720.000000 Penalty: 5231.532227
	Iteration 4Q: 3 clusters Score -4832720 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4833417.500000 Penalty: 5231.532227
	Iteration 5Q: 3 clusters Score -4833418 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -4834354.500000 Penalty: 5231.532227
	Iteration 6F: 3 clusters Score -4834354 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -4835481.000000 Penalty: 5231.532227
	Iteration 7F: 3 clusters Score -4835481 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -4837070.500000 Penalty: 5231.532227
	Iteration 8F: 3 clusters Score -4837070 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4839069.500000 Penalty: 5231.532227
	Iteration 9F: 3 clusters Score -4839070 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4841103.000000 Penalty: 5231.532227
	Iteration 10F: 3 clusters Score -4841103 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4842731.500000 Penalty: 5231.532227
	Iteration 11Q: 3 clusters Score -4842732 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4843847.500000 Penalty: 5231.532227
	Iteration 12Q: 3 clusters Score -4843848 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4844501.000000 Penalty: 5231.532227
	Iteration 13Q: 3 clusters Score -4844501 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4844813.000000 Penalty: 5231.532227
	Iteration 14Q: 3 clusters Score -4844813 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4845003.500000 Penalty: 5231.532227
	Iteration 15Q: 3 clusters Score -4845004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4845109.500000 Penalty: 5231.532227
	Iteration 16Q: 3 clusters Score -4845110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4845148.500000 Penalty: 5231.532227
	Iteration 17Q: 3 clusters Score -4845148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4845189.500000 Penalty: 5231.532227
	Iteration 18Q: 3 clusters Score -4845190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4845216.500000 Penalty: 5231.532227
	Iteration 19Q: 3 clusters Score -4845216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4845261.000000 Penalty: 5231.532227
	Iteration 20F: 3 clusters Score -4845261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4845285.500000 Penalty: 5231.532227
	Iteration 21Q: 3 clusters Score -4845286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4845303.500000 Penalty: 5231.532227
	Iteration 22Q: 3 clusters Score -4845304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4845331.000000 Penalty: 5231.532227
	Iteration 23Q: 3 clusters Score -4845331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4845347.500000 Penalty: 5231.532227
	Iteration 24Q: 3 clusters Score -4845348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4845361.000000 Penalty: 5231.532227
	Iteration 25Q: 3 clusters Score -4845361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4845367.500000 Penalty: 5231.532227
	Iteration 26Q: 3 clusters Score -4845368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4845379.000000 Penalty: 5231.532227
	Iteration 27Q: 3 clusters Score -4845379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4845379.500000 Penalty: 5231.532227
	Iteration 28Q: 3 clusters Score -4845380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4845384.000000 Penalty: 5231.532227
	Iteration 29Q: 3 clusters Score -4845384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4845386.500000 Penalty: 5231.532227
	Iteration 30Q: 3 clusters Score -4845386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4845387.000000 Penalty: 5231.532227
	Iteration 31Q: 3 clusters Score -4845387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4845383.000000 Penalty: 5231.532227
	Iteration 32Q: 3 clusters Score -4845383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4845385.500000 Penalty: 5231.532227
	Iteration 33Q: 3 clusters Score -4845386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4845393.000000 Penalty: 5231.532227
	Iteration 34Q: 3 clusters Score -4845393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4845390.500000 Penalty: 5231.532227
	Iteration 35Q: 3 clusters Score -4845390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4845390.500000 Penalty: 5231.532227
	Iteration 36F: 3 clusters Score -4845390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Entering Unmasked Estep 
Score: -7226739.000000 Penalty: 2713.575439
	Iteration 0F: 2 clusters Score -7226739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -7188699.000000 Penalty: 5427.150879
	Iteration 0F: 3 clusters Score -7188699 nChanged 26288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -7203529.500000 Penalty: 5427.150879
	Iteration 1F: 3 clusters Score -7203530 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -7204347.000000 Penalty: 5427.150879
	Iteration 2Q: 3 clusters Score -7204347 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -7205149.000000 Penalty: 5427.150879
	Iteration 3Q: 3 clusters Score -7205149 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -7206054.000000 Penalty: 5427.150879
	Iteration 4Q: 3 clusters Score -7206054 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -7207115.500000 Penalty: 5427.150879
	Iteration 5Q: 3 clusters Score -7207116 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -7208381.000000 Penalty: 5427.150879
	Iteration 6Q: 3 clusters Score -7208381 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -7209607.000000 Penalty: 5427.150879
	Iteration 7Q: 3 clusters Score -7209607 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -7210778.500000 Penalty: 5427.150879
	Iteration 8Q: 3 clusters Score -7210778 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -7211726.000000 Penalty: 5427.150879
	Iteration 9Q: 3 clusters Score -7211726 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -7212587.500000 Penalty: 5427.150879
	Iteration 10Q: 3 clusters Score -7212588 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -7213255.000000 Penalty: 5427.150879
	Iteration 11Q: 3 clusters Score -7213255 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -7213753.000000 Penalty: 5427.150879
	Iteration 12Q: 3 clusters Score -7213753 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -7214073.500000 Penalty: 5427.150879
	Iteration 13Q: 3 clusters Score -7214074 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -7214364.000000 Penalty: 5427.150879
	Iteration 14Q: 3 clusters Score -7214364 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -7214626.500000 Penalty: 5427.150879
	Iteration 15Q: 3 clusters Score -7214626 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -7214908.500000 Penalty: 5427.150879
	Iteration 16Q: 3 clusters Score -7214908 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -7215214.000000 Penalty: 5427.150879
	Iteration 17Q: 3 clusters Score -7215214 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -7215537.500000 Penalty: 5427.150879
	Iteration 18Q: 3 clusters Score -7215538 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -7215895.000000 Penalty: 5427.150879
	Iteration 19Q: 3 clusters Score -7215895 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -7216311.500000 Penalty: 5427.150879
	Iteration 20F: 3 clusters Score -7216312 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -7216787.500000 Penalty: 5427.150879
	Iteration 21Q: 3 clusters Score -7216788 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -7217398.000000 Penalty: 5427.150879
	Iteration 22Q: 3 clusters Score -7217398 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -7218149.000000 Penalty: 5427.150879
	Iteration 23Q: 3 clusters Score -7218149 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -7219008.500000 Penalty: 5427.150879
	Iteration 24Q: 3 clusters Score -7219008 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -7219875.500000 Penalty: 5427.150879
	Iteration 25Q: 3 clusters Score -7219876 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -7220765.000000 Penalty: 5427.150879
	Iteration 26Q: 3 clusters Score -7220765 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -7221599.000000 Penalty: 5427.150879
	Iteration 27Q: 3 clusters Score -7221599 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -7222284.000000 Penalty: 5427.150879
	Iteration 28Q: 3 clusters Score -7222284 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -7222831.500000 Penalty: 5427.150879
	Iteration 29Q: 3 clusters Score -7222832 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -7223303.000000 Penalty: 5427.150879
	Iteration 30Q: 3 clusters Score -7223303 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7223613.000000 Penalty: 5427.150879
	Iteration 31Q: 3 clusters Score -7223613 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7223854.000000 Penalty: 5427.150879
	Iteration 32Q: 3 clusters Score -7223854 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7224043.500000 Penalty: 5427.150879
	Iteration 33Q: 3 clusters Score -7224044 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7224186.000000 Penalty: 5427.150879
	Iteration 34Q: 3 clusters Score -7224186 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7224281.500000 Penalty: 5427.150879
	Iteration 35Q: 3 clusters Score -7224282 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7224343.500000 Penalty: 5427.150879
	Iteration 36Q: 3 clusters Score -7224344 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7224401.500000 Penalty: 5427.150879
	Iteration 37Q: 3 clusters Score -7224402 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7224443.000000 Penalty: 5427.150879
	Iteration 38Q: 3 clusters Score -7224443 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7224491.000000 Penalty: 5427.150879
	Iteration 39Q: 3 clusters Score -7224491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7224512.500000 Penalty: 5427.150879
	Iteration 40F: 3 clusters Score -7224512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7224526.000000 Penalty: 5427.150879
	Iteration 41Q: 3 clusters Score -7224526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7224537.500000 Penalty: 5427.150879
	Iteration 42Q: 3 clusters Score -7224538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7224536.500000 Penalty: 5427.150879
	Iteration 43Q: 3 clusters Score -7224536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7224552.500000 Penalty: 5427.150879
	Iteration 44Q: 3 clusters Score -7224552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7224562.000000 Penalty: 5427.150879
	Iteration 45Q: 3 clusters Score -7224562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7224567.000000 Penalty: 5427.150879
	Iteration 46Q: 3 clusters Score -7224567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7224574.000000 Penalty: 5427.150879
	Iteration 47Q: 3 clusters Score -7224574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7224576.000000 Penalty: 5427.150879
	Iteration 48Q: 3 clusters Score -7224576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7224587.500000 Penalty: 5427.150879
	Iteration 49Q: 3 clusters Score -7224588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7224583.500000 Penalty: 5427.150879
	Iteration 50Q: 3 clusters Score -7224584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7224587.500000 Penalty: 5427.150879
	Iteration 51Q: 3 clusters Score -7224588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7224596.500000 Penalty: 5427.150879
	Iteration 52Q: 3 clusters Score -7224596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7224599.000000 Penalty: 5427.150879
	Iteration 53Q: 3 clusters Score -7224599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7224593.000000 Penalty: 5427.150879
	Iteration 54Q: 3 clusters Score -7224593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7224596.500000 Penalty: 5427.150879
	Iteration 55Q: 3 clusters Score -7224596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7224598.500000 Penalty: 5427.150879
	Iteration 56Q: 3 clusters Score -7224598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7224603.500000 Penalty: 5427.150879
	Iteration 57Q: 3 clusters Score -7224604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7224598.500000 Penalty: 5427.150879
	Iteration 58Q: 3 clusters Score -7224598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7224598.000000 Penalty: 5427.150879
	Iteration 59Q: 3 clusters Score -7224598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7224603.500000 Penalty: 5427.150879
	Iteration 60F: 3 clusters Score -7224604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7224604.500000 Penalty: 5427.150879
	Iteration 61Q: 3 clusters Score -7224604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7224604.000000 Penalty: 5427.150879
	Iteration 62Q: 3 clusters Score -7224604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7224616.500000 Penalty: 5427.150879
	Iteration 63Q: 3 clusters Score -7224616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7224617.000000 Penalty: 5427.150879
	Iteration 64Q: 3 clusters Score -7224617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7224614.500000 Penalty: 5427.150879
	Iteration 65Q: 3 clusters Score -7224614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7224624.000000 Penalty: 5427.150879
	Iteration 66Q: 3 clusters Score -7224624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7224624.500000 Penalty: 5427.150879
	Iteration 67Q: 3 clusters Score -7224624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7224632.000000 Penalty: 5427.150879
	Iteration 68Q: 3 clusters Score -7224632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7224636.500000 Penalty: 5427.150879
	Iteration 69Q: 3 clusters Score -7224636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7224645.500000 Penalty: 5427.150879
	Iteration 70Q: 3 clusters Score -7224646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7224637.000000 Penalty: 5427.150879
	Iteration 71Q: 3 clusters Score -7224637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7224635.000000 Penalty: 5427.150879
	Iteration 72Q: 3 clusters Score -7224635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7224632.000000 Penalty: 5427.150879
	Iteration 73Q: 3 clusters Score -7224632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7224633.500000 Penalty: 5427.150879
	Iteration 74Q: 3 clusters Score -7224634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7224633.500000 Penalty: 5427.150879
	Iteration 75F: 3 clusters Score -7224634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Entering Unmasked Estep 
Score: -4071125.250000 Penalty: 2572.176025
	Iteration 0F: 2 clusters Score -4071125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -4049359.500000 Penalty: 5144.352051
	Iteration 0F: 3 clusters Score -4049360 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4057299.250000 Penalty: 5144.352051
	Iteration 1F: 3 clusters Score -4057299 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -4057790.000000 Penalty: 5144.352051
	Iteration 2Q: 3 clusters Score -4057790 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4058285.750000 Penalty: 5144.352051
	Iteration 3Q: 3 clusters Score -4058286 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4058811.750000 Penalty: 5144.352051
	Iteration 4Q: 3 clusters Score -4058812 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -4059499.750000 Penalty: 5144.352051
	Iteration 5Q: 3 clusters Score -4059500 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4060354.000000 Penalty: 5144.352051
	Iteration 6F: 3 clusters Score -4060354 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4061539.250000 Penalty: 5144.352051
	Iteration 7F: 3 clusters Score -4061539 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -4063120.750000 Penalty: 5144.352051
	Iteration 8F: 3 clusters Score -4063121 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4064888.500000 Penalty: 5144.352051
	Iteration 9F: 3 clusters Score -4064888 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -4066532.250000 Penalty: 5144.352051
	Iteration 10F: 3 clusters Score -4066532 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -4067627.250000 Penalty: 5144.352051
	Iteration 11Q: 3 clusters Score -4067627 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4068262.750000 Penalty: 5144.352051
	Iteration 12Q: 3 clusters Score -4068263 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4068525.000000 Penalty: 5144.352051
	Iteration 13Q: 3 clusters Score -4068525 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4068699.750000 Penalty: 5144.352051
	Iteration 14Q: 3 clusters Score -4068700 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4068783.500000 Penalty: 5144.352051
	Iteration 15Q: 3 clusters Score -4068784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4068859.000000 Penalty: 5144.352051
	Iteration 16Q: 3 clusters Score -4068859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -4068892.250000 Penalty: 5144.352051
	Iteration 17Q: 3 clusters Score -4068892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -4068927.750000 Penalty: 5144.352051
	Iteration 18Q: 3 clusters Score -4068928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4068951.750000 Penalty: 5144.352051
	Iteration 19Q: 3 clusters Score -4068952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4068975.250000 Penalty: 5144.352051
	Iteration 20F: 3 clusters Score -4068975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4068990.000000 Penalty: 5144.352051
	Iteration 21Q: 3 clusters Score -4068990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4069004.750000 Penalty: 5144.352051
	Iteration 22Q: 3 clusters Score -4069005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4069018.250000 Penalty: 5144.352051
	Iteration 23Q: 3 clusters Score -4069018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4069026.000000 Penalty: 5144.352051
	Iteration 24Q: 3 clusters Score -4069026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4069028.000000 Penalty: 5144.352051
	Iteration 25Q: 3 clusters Score -4069028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -4069037.000000 Penalty: 5144.352051
	Iteration 26Q: 3 clusters Score -4069037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4069035.000000 Penalty: 5144.352051
	Iteration 27Q: 3 clusters Score -4069035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4069038.750000 Penalty: 5144.352051
	Iteration 28Q: 3 clusters Score -4069039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -4069042.500000 Penalty: 5144.352051
	Iteration 29Q: 3 clusters Score -4069042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4069045.500000 Penalty: 5144.352051
	Iteration 30Q: 3 clusters Score -4069046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4069047.750000 Penalty: 5144.352051
	Iteration 31Q: 3 clusters Score -4069048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4069047.750000 Penalty: 5144.352051
	Iteration 32F: 3 clusters Score -4069048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -536759.500000 Penalty: 2068.610596
	Iteration 0F: 2 clusters Score -536759.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -532758.750000 Penalty: 4137.221191
	Iteration 0F: 3 clusters Score -532758.8 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -533560.062500 Penalty: 4137.221191
	Iteration 1F: 3 clusters Score -533560.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -533740.125000 Penalty: 4137.221191
	Iteration 2F: 3 clusters Score -533740.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -533848.687500 Penalty: 4137.221191
	Iteration 3Q: 3 clusters Score -533848.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -533926.187500 Penalty: 4137.221191
	Iteration 4Q: 3 clusters Score -533926.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -533988.250000 Penalty: 4137.221191
	Iteration 5Q: 3 clusters Score -533988.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -534033.750000 Penalty: 4137.221191
	Iteration 6Q: 3 clusters Score -534033.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -534069.750000 Penalty: 4137.221191
	Iteration 7Q: 3 clusters Score -534069.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -534099.125000 Penalty: 4137.221191
	Iteration 8Q: 3 clusters Score -534099.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -534118.937500 Penalty: 4137.221191
	Iteration 9Q: 3 clusters Score -534118.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -534133.000000 Penalty: 4137.221191
	Iteration 10Q: 3 clusters Score -534133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -534144.687500 Penalty: 4137.221191
	Iteration 11Q: 3 clusters Score -534144.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -534151.937500 Penalty: 4137.221191
	Iteration 12Q: 3 clusters Score -534151.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -534159.750000 Penalty: 4137.221191
	Iteration 13Q: 3 clusters Score -534159.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -534167.250000 Penalty: 4137.221191
	Iteration 14Q: 3 clusters Score -534167.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -534177.250000 Penalty: 4137.221191
	Iteration 15Q: 3 clusters Score -534177.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -534183.500000 Penalty: 4137.221191
	Iteration 16Q: 3 clusters Score -534183.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -534187.250000 Penalty: 4137.221191
	Iteration 17Q: 3 clusters Score -534187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -534190.187500 Penalty: 4137.221191
	Iteration 18Q: 3 clusters Score -534190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -534192.062500 Penalty: 4137.221191
	Iteration 19Q: 3 clusters Score -534192.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -534194.562500 Penalty: 4137.221191
	Iteration 20F: 3 clusters Score -534194.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -534197.937500 Penalty: 4137.221191
	Iteration 21Q: 3 clusters Score -534197.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -534199.250000 Penalty: 4137.221191
	Iteration 22Q: 3 clusters Score -534199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -534200.375000 Penalty: 4137.221191
	Iteration 23Q: 3 clusters Score -534200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -534200.500000 Penalty: 4137.221191
	Iteration 24Q: 3 clusters Score -534200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -534201.187500 Penalty: 4137.221191
	Iteration 25Q: 3 clusters Score -534201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -534201.625000 Penalty: 4137.221191
	Iteration 26Q: 3 clusters Score -534201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -534202.875000 Penalty: 4137.221191
	Iteration 27Q: 3 clusters Score -534202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -534204.187500 Penalty: 4137.221191
	Iteration 28Q: 3 clusters Score -534204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -534205.750000 Penalty: 4137.221191
	Iteration 29Q: 3 clusters Score -534205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -534207.187500 Penalty: 4137.221191
	Iteration 30Q: 3 clusters Score -534207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -534206.937500 Penalty: 4137.221191
	Iteration 31Q: 3 clusters Score -534206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -534208.125000 Penalty: 4137.221191
	Iteration 32Q: 3 clusters Score -534208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -534208.562500 Penalty: 4137.221191
	Iteration 33Q: 3 clusters Score -534208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -534210.375000 Penalty: 4137.221191
	Iteration 34Q: 3 clusters Score -534210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -534209.562500 Penalty: 4137.221191
	Iteration 35Q: 3 clusters Score -534209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -534209.937500 Penalty: 4137.221191
	Iteration 36Q: 3 clusters Score -534209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -534210.187500 Penalty: 4137.221191
	Iteration 37Q: 3 clusters Score -534210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -534210.437500 Penalty: 4137.221191
	Iteration 38Q: 3 clusters Score -534210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -534211.125000 Penalty: 4137.221191
	Iteration 39Q: 3 clusters Score -534211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -534211.125000 Penalty: 4137.221191
	Iteration 40F: 3 clusters Score -534211.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Entering Unmasked Estep 
Score: -1237198.125000 Penalty: 2273.962891
	Iteration 0F: 2 clusters Score -1237198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1229779.375000 Penalty: 4547.925781
	Iteration 0F: 3 clusters Score -1229779 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1231923.750000 Penalty: 4547.925781
	Iteration 1F: 3 clusters Score -1231924 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1232280.375000 Penalty: 4547.925781
	Iteration 2F: 3 clusters Score -1232280 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1232552.875000 Penalty: 4547.925781
	Iteration 3F: 3 clusters Score -1232553 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1232759.500000 Penalty: 4547.925781
	Iteration 4Q: 3 clusters Score -1232760 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1232988.125000 Penalty: 4547.925781
	Iteration 5Q: 3 clusters Score -1232988 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1233297.500000 Penalty: 4547.925781
	Iteration 6F: 3 clusters Score -1233298 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1233640.250000 Penalty: 4547.925781
	Iteration 7F: 3 clusters Score -1233640 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1234025.375000 Penalty: 4547.925781
	Iteration 8F: 3 clusters Score -1234025 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1234358.625000 Penalty: 4547.925781
	Iteration 9Q: 3 clusters Score -1234359 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1234634.125000 Penalty: 4547.925781
	Iteration 10Q: 3 clusters Score -1234634 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1234891.625000 Penalty: 4547.925781
	Iteration 11Q: 3 clusters Score -1234892 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1235123.375000 Penalty: 4547.925781
	Iteration 12Q: 3 clusters Score -1235123 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1235309.375000 Penalty: 4547.925781
	Iteration 13Q: 3 clusters Score -1235309 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1235465.875000 Penalty: 4547.925781
	Iteration 14Q: 3 clusters Score -1235466 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1235554.750000 Penalty: 4547.925781
	Iteration 15Q: 3 clusters Score -1235555 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1235624.125000 Penalty: 4547.925781
	Iteration 16Q: 3 clusters Score -1235624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1235670.250000 Penalty: 4547.925781
	Iteration 17Q: 3 clusters Score -1235670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1235716.250000 Penalty: 4547.925781
	Iteration 18Q: 3 clusters Score -1235716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1235743.875000 Penalty: 4547.925781
	Iteration 19Q: 3 clusters Score -1235744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1235774.750000 Penalty: 4547.925781
	Iteration 20F: 3 clusters Score -1235775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1235826.625000 Penalty: 4547.925781
	Iteration 21Q: 3 clusters Score -1235827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1235880.000000 Penalty: 4547.925781
	Iteration 22Q: 3 clusters Score -1235880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1235936.625000 Penalty: 4547.925781
	Iteration 23Q: 3 clusters Score -1235937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1235964.500000 Penalty: 4547.925781
	Iteration 24Q: 3 clusters Score -1235964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1235976.625000 Penalty: 4547.925781
	Iteration 25Q: 3 clusters Score -1235977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1235986.000000 Penalty: 4547.925781
	Iteration 26Q: 3 clusters Score -1235986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1235992.750000 Penalty: 4547.925781
	Iteration 27Q: 3 clusters Score -1235993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1235994.500000 Penalty: 4547.925781
	Iteration 28Q: 3 clusters Score -1235994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1235997.875000 Penalty: 4547.925781
	Iteration 29Q: 3 clusters Score -1235998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1235997.750000 Penalty: 4547.925781
	Iteration 30Q: 3 clusters Score -1235998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1235997.750000 Penalty: 4547.925781
	Iteration 31Q: 3 clusters Score -1235998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1236001.625000 Penalty: 4547.925781
	Iteration 32Q: 3 clusters Score -1236002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1236005.500000 Penalty: 4547.925781
	Iteration 33Q: 3 clusters Score -1236006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1236009.750000 Penalty: 4547.925781
	Iteration 34Q: 3 clusters Score -1236010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1236008.250000 Penalty: 4547.925781
	Iteration 35Q: 3 clusters Score -1236008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1236009.500000 Penalty: 4547.925781
	Iteration 36Q: 3 clusters Score -1236010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1236009.500000 Penalty: 4547.925781
	Iteration 37F: 3 clusters Score -1236010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -43926.554688 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -43926.55 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 210 members 
Entering Unmasked Estep 
Score: -42542.332031 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -42542.33 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42812.015625 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -42812.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42912.023438 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -42912.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42985.378906 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -42985.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43056.636719 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -43056.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43078.066406 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -43078.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43089.550781 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -43089.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43102.871094 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -43102.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43110.535156 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -43110.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43114.792969 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -43114.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43122.042969 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -43122.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43125.773438 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -43125.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43125.773438 Penalty: 2986.427490
	Iteration 12F: 3 clusters Score -43125.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Entering Unmasked Estep 
Score: -3871429.000000 Penalty: 2578.393799
	Iteration 0F: 2 clusters Score -3871429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3849194.250000 Penalty: 5156.787598
	Iteration 0F: 3 clusters Score -3849194 nChanged 14753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3857493.250000 Penalty: 5156.787598
	Iteration 1F: 3 clusters Score -3857493 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3858495.250000 Penalty: 5156.787598
	Iteration 2F: 3 clusters Score -3858495 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3859694.250000 Penalty: 5156.787598
	Iteration 3F: 3 clusters Score -3859694 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3861154.000000 Penalty: 5156.787598
	Iteration 4F: 3 clusters Score -3861154 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3863046.750000 Penalty: 5156.787598
	Iteration 5F: 3 clusters Score -3863047 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3865191.000000 Penalty: 5156.787598
	Iteration 6F: 3 clusters Score -3865191 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3867115.750000 Penalty: 5156.787598
	Iteration 7F: 3 clusters Score -3867116 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3868442.000000 Penalty: 5156.787598
	Iteration 8F: 3 clusters Score -3868442 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3869167.500000 Penalty: 5156.787598
	Iteration 9Q: 3 clusters Score -3869168 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3869538.500000 Penalty: 5156.787598
	Iteration 10Q: 3 clusters Score -3869538 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3869764.750000 Penalty: 5156.787598
	Iteration 11Q: 3 clusters Score -3869765 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3869932.000000 Penalty: 5156.787598
	Iteration 12Q: 3 clusters Score -3869932 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3870063.250000 Penalty: 5156.787598
	Iteration 13Q: 3 clusters Score -3870063 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3870179.500000 Penalty: 5156.787598
	Iteration 14Q: 3 clusters Score -3870180 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3870301.000000 Penalty: 5156.787598
	Iteration 15Q: 3 clusters Score -3870301 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3870393.750000 Penalty: 5156.787598
	Iteration 16Q: 3 clusters Score -3870394 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3870458.000000 Penalty: 5156.787598
	Iteration 17Q: 3 clusters Score -3870458 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3870502.250000 Penalty: 5156.787598
	Iteration 18Q: 3 clusters Score -3870502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3870552.250000 Penalty: 5156.787598
	Iteration 19Q: 3 clusters Score -3870552 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3870596.000000 Penalty: 5156.787598
	Iteration 20F: 3 clusters Score -3870596 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -3870619.500000 Penalty: 5156.787598
	Iteration 21Q: 3 clusters Score -3870620 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3870651.750000 Penalty: 5156.787598
	Iteration 22Q: 3 clusters Score -3870652 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3870690.750000 Penalty: 5156.787598
	Iteration 23Q: 3 clusters Score -3870691 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3870709.750000 Penalty: 5156.787598
	Iteration 24Q: 3 clusters Score -3870710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3870728.500000 Penalty: 5156.787598
	Iteration 25Q: 3 clusters Score -3870728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3870743.750000 Penalty: 5156.787598
	Iteration 26Q: 3 clusters Score -3870744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3870754.500000 Penalty: 5156.787598
	Iteration 27Q: 3 clusters Score -3870754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3870763.000000 Penalty: 5156.787598
	Iteration 28Q: 3 clusters Score -3870763 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3870781.500000 Penalty: 5156.787598
	Iteration 29Q: 3 clusters Score -3870782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3870800.250000 Penalty: 5156.787598
	Iteration 30Q: 3 clusters Score -3870800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3870820.250000 Penalty: 5156.787598
	Iteration 31Q: 3 clusters Score -3870820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3870829.250000 Penalty: 5156.787598
	Iteration 32Q: 3 clusters Score -3870829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3870836.500000 Penalty: 5156.787598
	Iteration 33Q: 3 clusters Score -3870836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3870841.250000 Penalty: 5156.787598
	Iteration 34Q: 3 clusters Score -3870841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3870851.250000 Penalty: 5156.787598
	Iteration 35Q: 3 clusters Score -3870851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3870856.500000 Penalty: 5156.787598
	Iteration 36Q: 3 clusters Score -3870856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3870870.500000 Penalty: 5156.787598
	Iteration 37Q: 3 clusters Score -3870870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -3870875.000000 Penalty: 5156.787598
	Iteration 38Q: 3 clusters Score -3870875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -3870876.750000 Penalty: 5156.787598
	Iteration 39Q: 3 clusters Score -3870877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3870877.750000 Penalty: 5156.787598
	Iteration 40F: 3 clusters Score -3870878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3870879.750000 Penalty: 5156.787598
	Iteration 41Q: 3 clusters Score -3870880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3870877.500000 Penalty: 5156.787598
	Iteration 42Q: 3 clusters Score -3870878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3870872.250000 Penalty: 5156.787598
	Iteration 43Q: 3 clusters Score -3870872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3870869.750000 Penalty: 5156.787598
	Iteration 44Q: 3 clusters Score -3870870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -3870871.500000 Penalty: 5156.787598
	Iteration 45Q: 3 clusters Score -3870872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -3870873.250000 Penalty: 5156.787598
	Iteration 46Q: 3 clusters Score -3870873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3870874.750000 Penalty: 5156.787598
	Iteration 47Q: 3 clusters Score -3870875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3870873.500000 Penalty: 5156.787598
	Iteration 48Q: 3 clusters Score -3870874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -3870870.250000 Penalty: 5156.787598
	Iteration 49Q: 3 clusters Score -3870870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -3870871.750000 Penalty: 5156.787598
	Iteration 50Q: 3 clusters Score -3870872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3870871.500000 Penalty: 5156.787598
	Iteration 51Q: 3 clusters Score -3870872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -3870874.000000 Penalty: 5156.787598
	Iteration 52Q: 3 clusters Score -3870874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -3870877.000000 Penalty: 5156.787598
	Iteration 53Q: 3 clusters Score -3870877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3870877.000000 Penalty: 5156.787598
	Iteration 54Q: 3 clusters Score -3870877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -3870875.750000 Penalty: 5156.787598
	Iteration 55Q: 3 clusters Score -3870876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -3870875.750000 Penalty: 5156.787598
	Iteration 56F: 3 clusters Score -3870876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -132884.687500 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -132884.7 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 599 members 
Entering Unmasked Estep 
Score: -130870.390625 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -130870.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131249.437500 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -131249.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131399.234375 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -131399.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -131463.859375 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -131463.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131498.546875 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -131498.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131523.343750 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -131523.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131538.500000 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -131538.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -131544.625000 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -131544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -131550.296875 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -131550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131554.546875 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -131554.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131559.687500 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -131559.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131561.109375 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -131561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -131562.031250 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -131562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131564.218750 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -131564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131576.890625 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -131576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131583.093750 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -131583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131585.843750 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -131585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131585.843750 Penalty: 3514.606934
	Iteration 17F: 3 clusters Score -131585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Entering Unmasked Estep 
Score: -3227167.750000 Penalty: 2517.276611
	Iteration 0F: 2 clusters Score -3227168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3209528.500000 Penalty: 5034.553223
	Iteration 0F: 3 clusters Score -3209528 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3215707.250000 Penalty: 5034.553223
	Iteration 1F: 3 clusters Score -3215707 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3216120.750000 Penalty: 5034.553223
	Iteration 2Q: 3 clusters Score -3216121 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3216452.750000 Penalty: 5034.553223
	Iteration 3Q: 3 clusters Score -3216453 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3216752.250000 Penalty: 5034.553223
	Iteration 4Q: 3 clusters Score -3216752 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3217016.750000 Penalty: 5034.553223
	Iteration 5Q: 3 clusters Score -3217017 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3217286.750000 Penalty: 5034.553223
	Iteration 6Q: 3 clusters Score -3217287 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -3217544.500000 Penalty: 5034.553223
	Iteration 7Q: 3 clusters Score -3217544 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3217851.250000 Penalty: 5034.553223
	Iteration 8Q: 3 clusters Score -3217851 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3218169.500000 Penalty: 5034.553223
	Iteration 9Q: 3 clusters Score -3218170 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3218574.000000 Penalty: 5034.553223
	Iteration 10Q: 3 clusters Score -3218574 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3219015.750000 Penalty: 5034.553223
	Iteration 11Q: 3 clusters Score -3219016 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3219521.750000 Penalty: 5034.553223
	Iteration 12Q: 3 clusters Score -3219522 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3220029.500000 Penalty: 5034.553223
	Iteration 13Q: 3 clusters Score -3220030 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3220599.250000 Penalty: 5034.553223
	Iteration 14Q: 3 clusters Score -3220599 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3221206.750000 Penalty: 5034.553223
	Iteration 15Q: 3 clusters Score -3221207 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3221779.250000 Penalty: 5034.553223
	Iteration 16Q: 3 clusters Score -3221779 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3222337.250000 Penalty: 5034.553223
	Iteration 17Q: 3 clusters Score -3222337 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3222865.250000 Penalty: 5034.553223
	Iteration 18Q: 3 clusters Score -3222865 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3223438.500000 Penalty: 5034.553223
	Iteration 19Q: 3 clusters Score -3223438 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3223995.750000 Penalty: 5034.553223
	Iteration 20F: 3 clusters Score -3223996 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3224473.500000 Penalty: 5034.553223
	Iteration 21Q: 3 clusters Score -3224474 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3224787.000000 Penalty: 5034.553223
	Iteration 22Q: 3 clusters Score -3224787 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3224953.250000 Penalty: 5034.553223
	Iteration 23Q: 3 clusters Score -3224953 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3225051.500000 Penalty: 5034.553223
	Iteration 24Q: 3 clusters Score -3225052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3225118.250000 Penalty: 5034.553223
	Iteration 25Q: 3 clusters Score -3225118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3225151.500000 Penalty: 5034.553223
	Iteration 26Q: 3 clusters Score -3225152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3225173.500000 Penalty: 5034.553223
	Iteration 27Q: 3 clusters Score -3225174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3225196.000000 Penalty: 5034.553223
	Iteration 28Q: 3 clusters Score -3225196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3225216.000000 Penalty: 5034.553223
	Iteration 29Q: 3 clusters Score -3225216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3225225.750000 Penalty: 5034.553223
	Iteration 30Q: 3 clusters Score -3225226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3225230.750000 Penalty: 5034.553223
	Iteration 31Q: 3 clusters Score -3225231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3225235.000000 Penalty: 5034.553223
	Iteration 32Q: 3 clusters Score -3225235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3225238.000000 Penalty: 5034.553223
	Iteration 33Q: 3 clusters Score -3225238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3225240.250000 Penalty: 5034.553223
	Iteration 34Q: 3 clusters Score -3225240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3225240.750000 Penalty: 5034.553223
	Iteration 35Q: 3 clusters Score -3225241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3225245.750000 Penalty: 5034.553223
	Iteration 36Q: 3 clusters Score -3225246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3225245.750000 Penalty: 5034.553223
	Iteration 37F: 3 clusters Score -3225246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Entering Unmasked Estep 
Score: -2347618.500000 Penalty: 2436.059326
	Iteration 0F: 2 clusters Score -2347618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2334535.750000 Penalty: 4872.118652
	Iteration 0F: 3 clusters Score -2334536 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2338927.250000 Penalty: 4872.118652
	Iteration 1F: 3 clusters Score -2338927 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2339387.250000 Penalty: 4872.118652
	Iteration 2F: 3 clusters Score -2339387 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2339816.000000 Penalty: 4872.118652
	Iteration 3F: 3 clusters Score -2339816 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2340256.000000 Penalty: 4872.118652
	Iteration 4F: 3 clusters Score -2340256 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2340744.500000 Penalty: 4872.118652
	Iteration 5F: 3 clusters Score -2340744 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2341304.500000 Penalty: 4872.118652
	Iteration 6F: 3 clusters Score -2341304 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2341954.000000 Penalty: 4872.118652
	Iteration 7F: 3 clusters Score -2341954 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2342631.250000 Penalty: 4872.118652
	Iteration 8F: 3 clusters Score -2342631 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2343332.000000 Penalty: 4872.118652
	Iteration 9Q: 3 clusters Score -2343332 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2343893.750000 Penalty: 4872.118652
	Iteration 10Q: 3 clusters Score -2343894 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2344351.000000 Penalty: 4872.118652
	Iteration 11Q: 3 clusters Score -2344351 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2344673.500000 Penalty: 4872.118652
	Iteration 12Q: 3 clusters Score -2344674 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2344869.000000 Penalty: 4872.118652
	Iteration 13Q: 3 clusters Score -2344869 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2345010.500000 Penalty: 4872.118652
	Iteration 14Q: 3 clusters Score -2345010 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2345092.750000 Penalty: 4872.118652
	Iteration 15Q: 3 clusters Score -2345093 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2345158.000000 Penalty: 4872.118652
	Iteration 16Q: 3 clusters Score -2345158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2345203.000000 Penalty: 4872.118652
	Iteration 17Q: 3 clusters Score -2345203 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2345238.250000 Penalty: 4872.118652
	Iteration 18Q: 3 clusters Score -2345238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2345270.000000 Penalty: 4872.118652
	Iteration 19Q: 3 clusters Score -2345270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2345297.500000 Penalty: 4872.118652
	Iteration 20F: 3 clusters Score -2345298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2345322.000000 Penalty: 4872.118652
	Iteration 21Q: 3 clusters Score -2345322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2345350.750000 Penalty: 4872.118652
	Iteration 22Q: 3 clusters Score -2345351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2345359.750000 Penalty: 4872.118652
	Iteration 23Q: 3 clusters Score -2345360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2345367.000000 Penalty: 4872.118652
	Iteration 24Q: 3 clusters Score -2345367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2345374.250000 Penalty: 4872.118652
	Iteration 25Q: 3 clusters Score -2345374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2345384.750000 Penalty: 4872.118652
	Iteration 26Q: 3 clusters Score -2345385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2345395.250000 Penalty: 4872.118652
	Iteration 27Q: 3 clusters Score -2345395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2345410.000000 Penalty: 4872.118652
	Iteration 28Q: 3 clusters Score -2345410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2345418.000000 Penalty: 4872.118652
	Iteration 29Q: 3 clusters Score -2345418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2345426.500000 Penalty: 4872.118652
	Iteration 30Q: 3 clusters Score -2345426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2345436.250000 Penalty: 4872.118652
	Iteration 31Q: 3 clusters Score -2345436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2345435.750000 Penalty: 4872.118652
	Iteration 32Q: 3 clusters Score -2345436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2345437.750000 Penalty: 4872.118652
	Iteration 33Q: 3 clusters Score -2345438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2345446.000000 Penalty: 4872.118652
	Iteration 34Q: 3 clusters Score -2345446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2345443.500000 Penalty: 4872.118652
	Iteration 35Q: 3 clusters Score -2345444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2345448.000000 Penalty: 4872.118652
	Iteration 36Q: 3 clusters Score -2345448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2345448.250000 Penalty: 4872.118652
	Iteration 37Q: 3 clusters Score -2345448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2345455.250000 Penalty: 4872.118652
	Iteration 38Q: 3 clusters Score -2345455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2345465.500000 Penalty: 4872.118652
	Iteration 39Q: 3 clusters Score -2345466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2345472.250000 Penalty: 4872.118652
	Iteration 40F: 3 clusters Score -2345472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2345475.500000 Penalty: 4872.118652
	Iteration 41Q: 3 clusters Score -2345476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2345478.750000 Penalty: 4872.118652
	Iteration 42Q: 3 clusters Score -2345479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2345480.000000 Penalty: 4872.118652
	Iteration 43Q: 3 clusters Score -2345480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2345482.000000 Penalty: 4872.118652
	Iteration 44Q: 3 clusters Score -2345482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2345484.250000 Penalty: 4872.118652
	Iteration 45Q: 3 clusters Score -2345484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2345485.750000 Penalty: 4872.118652
	Iteration 46Q: 3 clusters Score -2345486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2345486.750000 Penalty: 4872.118652
	Iteration 47Q: 3 clusters Score -2345487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2345483.750000 Penalty: 4872.118652
	Iteration 48Q: 3 clusters Score -2345484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2345485.750000 Penalty: 4872.118652
	Iteration 49Q: 3 clusters Score -2345486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2345485.750000 Penalty: 4872.118652
	Iteration 50F: 3 clusters Score -2345486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -63795.910156 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -63795.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62275.062500 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -62275.06 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62505.843750 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -62505.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62616.210938 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -62616.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62657.417969 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -62657.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62665.726562 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -62665.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62673.472656 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -62673.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62680.734375 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -62680.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62682.687500 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -62682.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62683.664062 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -62683.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62683.664062 Penalty: 3117.854980
	Iteration 9F: 3 clusters Score -62683.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -82179.078125 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -82179.08 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 336 members 
Entering Unmasked Estep 
Score: -80522.867188 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -80522.87 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -80742.453125 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -80742.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80853.234375 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -80853.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80964.757812 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -80964.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81086.367188 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -81086.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81137.820312 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -81137.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81160.382812 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -81160.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81174.554688 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -81174.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81188.750000 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -81188.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81203.578125 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -81203.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81219.976562 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -81219.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81233.648438 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -81233.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81237.187500 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -81237.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81240.085938 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -81240.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81241.859375 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -81241.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81243.562500 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -81243.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81243.562500 Penalty: 3234.228271
	Iteration 16F: 3 clusters Score -81243.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 152997 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19302 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107086 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10312 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 56491 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32753 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18450 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999824.000000 Penalty: 102638.695312
Iteration 119Q: 32 clusters Score -7.799982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153002 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107082 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10316 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38079 members 
Mstep: Class 21 contains 56491 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32752 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18447 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999760.000000 Penalty: 102638.695312
Iteration 120F: 32 clusters Score -7.799976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153006 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19302 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107079 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56488 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32752 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18448 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999720.000000 Penalty: 102638.695312
Iteration 121Q: 32 clusters Score -7.799972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153006 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19303 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107078 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56489 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32752 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18447 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999744.000000 Penalty: 102638.695312
Iteration 122Q: 32 clusters Score -7.799974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153007 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19302 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107074 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10322 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56490 members 
Mstep: Class 22 contains 31943 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32751 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18448 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999744.000000 Penalty: 102638.695312
Iteration 123Q: 32 clusters Score -7.799974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153008 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107072 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56488 members 
Mstep: Class 22 contains 31943 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18450 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999784.000000 Penalty: 102638.695312
Iteration 124Q: 32 clusters Score -7.799978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153008 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107066 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56488 members 
Mstep: Class 22 contains 31943 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18455 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999816.000000 Penalty: 102638.695312
Iteration 125Q: 32 clusters Score -7.799982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153008 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107057 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10327 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56488 members 
Mstep: Class 22 contains 31943 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18463 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999808.000000 Penalty: 102638.695312
Iteration 126Q: 32 clusters Score -7.799981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153010 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74751 members 
Mstep: Class 9 contains 107050 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10327 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56488 members 
Mstep: Class 22 contains 31943 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18468 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999816.000000 Penalty: 102638.695312
Iteration 127Q: 32 clusters Score -7.799982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153013 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107048 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10327 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56488 members 
Mstep: Class 22 contains 31943 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18466 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999816.000000 Penalty: 102638.695312
Iteration 128Q: 32 clusters Score -7.799982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153015 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107047 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10327 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56488 members 
Mstep: Class 22 contains 31942 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18466 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999776.000000 Penalty: 102638.695312
Iteration 129Q: 32 clusters Score -7.799978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153015 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107046 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10327 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56488 members 
Mstep: Class 22 contains 31941 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18467 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999776.000000 Penalty: 102638.695312
Iteration 130Q: 32 clusters Score -7.799978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153015 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107043 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10328 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56487 members 
Mstep: Class 22 contains 31941 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18470 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999808.000000 Penalty: 102638.695312
Iteration 131Q: 32 clusters Score -7.799981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153015 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107041 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10329 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56487 members 
Mstep: Class 22 contains 31941 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32751 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18470 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999792.000000 Penalty: 102638.695312
Iteration 132Q: 32 clusters Score -7.799979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153016 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107039 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10331 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56487 members 
Mstep: Class 22 contains 31940 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18471 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999792.000000 Penalty: 102638.695312
Iteration 133Q: 32 clusters Score -7.799979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153018 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107035 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10332 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56488 members 
Mstep: Class 22 contains 31940 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18471 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999800.000000 Penalty: 102638.695312
Iteration 134Q: 32 clusters Score -7.79998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153019 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107032 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10333 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56490 members 
Mstep: Class 22 contains 31939 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18471 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999800.000000 Penalty: 102638.695312
Iteration 135Q: 32 clusters Score -7.79998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153019 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107030 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10333 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56491 members 
Mstep: Class 22 contains 31939 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18472 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999776.000000 Penalty: 102638.695312
Iteration 136Q: 32 clusters Score -7.799978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 153019 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 74752 members 
Mstep: Class 9 contains 107030 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 10333 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 56491 members 
Mstep: Class 22 contains 31939 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 32750 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 18472 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77999776.000000 Penalty: 102638.695312
Iteration 137F: 32 clusters Score -7.799978e+07 nChanged 0
Entering ConstructFrom: 
Score: -77999776.000000 Penalty: 102638.695312
Entering ConstructFrom: 
Trying to split cluster 1 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -529049.312500 Penalty: 2077.327637
	Iteration 0F: 2 clusters Score -529049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -525024.375000 Penalty: 4154.655273
	Iteration 0F: 3 clusters Score -525024.4 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -526000.312500 Penalty: 4154.655273
	Iteration 1F: 3 clusters Score -526000.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -526204.500000 Penalty: 4154.655273
	Iteration 2F: 3 clusters Score -526204.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -526442.562500 Penalty: 4154.655273
	Iteration 3F: 3 clusters Score -526442.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -526679.625000 Penalty: 4154.655273
	Iteration 4F: 3 clusters Score -526679.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -526924.812500 Penalty: 4154.655273
	Iteration 5F: 3 clusters Score -526924.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -527184.000000 Penalty: 4154.655273
	Iteration 6F: 3 clusters Score -527184 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -527385.250000 Penalty: 4154.655273
	Iteration 7F: 3 clusters Score -527385.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -527492.312500 Penalty: 4154.655273
	Iteration 8Q: 3 clusters Score -527492.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -527562.312500 Penalty: 4154.655273
	Iteration 9Q: 3 clusters Score -527562.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -527618.125000 Penalty: 4154.655273
	Iteration 10Q: 3 clusters Score -527618.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -527660.562500 Penalty: 4154.655273
	Iteration 11Q: 3 clusters Score -527660.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -527681.312500 Penalty: 4154.655273
	Iteration 12Q: 3 clusters Score -527681.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -527699.125000 Penalty: 4154.655273
	Iteration 13Q: 3 clusters Score -527699.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -527711.437500 Penalty: 4154.655273
	Iteration 14Q: 3 clusters Score -527711.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -527719.687500 Penalty: 4154.655273
	Iteration 15Q: 3 clusters Score -527719.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -527725.625000 Penalty: 4154.655273
	Iteration 16Q: 3 clusters Score -527725.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -527731.000000 Penalty: 4154.655273
	Iteration 17Q: 3 clusters Score -527731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -527738.187500 Penalty: 4154.655273
	Iteration 18Q: 3 clusters Score -527738.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -527743.750000 Penalty: 4154.655273
	Iteration 19Q: 3 clusters Score -527743.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -527749.125000 Penalty: 4154.655273
	Iteration 20F: 3 clusters Score -527749.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -527758.687500 Penalty: 4154.655273
	Iteration 21Q: 3 clusters Score -527758.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -527762.125000 Penalty: 4154.655273
	Iteration 22Q: 3 clusters Score -527762.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -527764.937500 Penalty: 4154.655273
	Iteration 23Q: 3 clusters Score -527764.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -527768.375000 Penalty: 4154.655273
	Iteration 24Q: 3 clusters Score -527768.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -527774.125000 Penalty: 4154.655273
	Iteration 25Q: 3 clusters Score -527774.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -527779.562500 Penalty: 4154.655273
	Iteration 26Q: 3 clusters Score -527779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -527782.812500 Penalty: 4154.655273
	Iteration 27Q: 3 clusters Score -527782.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -527786.000000 Penalty: 4154.655273
	Iteration 28Q: 3 clusters Score -527786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -527789.375000 Penalty: 4154.655273
	Iteration 29Q: 3 clusters Score -527789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -527790.750000 Penalty: 4154.655273
	Iteration 30Q: 3 clusters Score -527790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -527791.500000 Penalty: 4154.655273
	Iteration 31Q: 3 clusters Score -527791.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -527792.875000 Penalty: 4154.655273
	Iteration 32Q: 3 clusters Score -527792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -527793.375000 Penalty: 4154.655273
	Iteration 33Q: 3 clusters Score -527793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -527795.437500 Penalty: 4154.655273
	Iteration 34Q: 3 clusters Score -527795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -527797.562500 Penalty: 4154.655273
	Iteration 35Q: 3 clusters Score -527797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -527798.812500 Penalty: 4154.655273
	Iteration 36Q: 3 clusters Score -527798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -527801.375000 Penalty: 4154.655273
	Iteration 37Q: 3 clusters Score -527801.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -527803.750000 Penalty: 4154.655273
	Iteration 38Q: 3 clusters Score -527803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -527807.000000 Penalty: 4154.655273
	Iteration 39Q: 3 clusters Score -527807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -527810.375000 Penalty: 4154.655273
	Iteration 40F: 3 clusters Score -527810.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -527813.875000 Penalty: 4154.655273
	Iteration 41Q: 3 clusters Score -527813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -527817.187500 Penalty: 4154.655273
	Iteration 42Q: 3 clusters Score -527817.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -527818.062500 Penalty: 4154.655273
	Iteration 43Q: 3 clusters Score -527818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -527820.437500 Penalty: 4154.655273
	Iteration 44Q: 3 clusters Score -527820.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -527823.062500 Penalty: 4154.655273
	Iteration 45Q: 3 clusters Score -527823.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -527827.187500 Penalty: 4154.655273
	Iteration 46Q: 3 clusters Score -527827.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -527831.625000 Penalty: 4154.655273
	Iteration 47Q: 3 clusters Score -527831.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -527836.375000 Penalty: 4154.655273
	Iteration 48Q: 3 clusters Score -527836.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -527839.625000 Penalty: 4154.655273
	Iteration 49Q: 3 clusters Score -527839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -527840.687500 Penalty: 4154.655273
	Iteration 50Q: 3 clusters Score -527840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -527841.250000 Penalty: 4154.655273
	Iteration 51Q: 3 clusters Score -527841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -527841.250000 Penalty: 4154.655273
	Iteration 52F: 3 clusters Score -527841.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -103986.531250 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -103986.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102217.250000 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -102217.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102493.601562 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -102493.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102597.593750 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -102597.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102690.570312 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -102690.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102777.328125 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -102777.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102867.429688 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -102867.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102916.835938 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -102916.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102964.093750 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -102964.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102990.078125 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -102990.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103023.804688 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -103023.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -103065.656250 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -103065.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103098.171875 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -103098.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103148.007812 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -103148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103253.265625 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -103253.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -103385.117188 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -103385.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103411.515625 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -103411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103416.218750 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -103416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103418.359375 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -103418.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103418.578125 Penalty: 3347.384766
	Iteration 18F: 3 clusters Score -103418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103421.304688 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -103421.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103421.304688 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -103421.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -33059.191406 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -33059.19 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 145 members 
Entering Unmasked Estep 
Score: -31812.234375 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -31812.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31926.513672 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -31926.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31954.306641 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -31954.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31960.632812 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -31960.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31960.632812 Penalty: 2803.634521
	Iteration 4F: 3 clusters Score -31960.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (153019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Entering Unmasked Estep 
Score: -19613590.000000 Penalty: 2960.702637
	Iteration 0F: 2 clusters Score -1.961359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -19510976.000000 Penalty: 5921.405273
	Iteration 0F: 3 clusters Score -1.951098e+07 nChanged 73241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -19553524.000000 Penalty: 5921.405273
	Iteration 1F: 3 clusters Score -1.955352e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -19554504.000000 Penalty: 5921.405273
	Iteration 2Q: 3 clusters Score -1.95545e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
Score: -19555748.000000 Penalty: 5921.405273
	Iteration 3Q: 3 clusters Score -1.955575e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -19557378.000000 Penalty: 5921.405273
	Iteration 4Q: 3 clusters Score -1.955738e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -19560288.000000 Penalty: 5921.405273
	Iteration 5Q: 3 clusters Score -1.956029e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102842 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -19565632.000000 Penalty: 5921.405273
	Iteration 6F: 3 clusters Score -1.956563e+07 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114826 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -19574800.000000 Penalty: 5921.405273
	Iteration 7F: 3 clusters Score -1.95748e+07 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128621 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -19587246.000000 Penalty: 5921.405273
	Iteration 8F: 3 clusters Score -1.958725e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140893 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -19599394.000000 Penalty: 5921.405273
	Iteration 9F: 3 clusters Score -1.959939e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148481 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -19606782.000000 Penalty: 5921.405273
	Iteration 10Q: 3 clusters Score -1.960678e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151567 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -19609596.000000 Penalty: 5921.405273
	Iteration 11Q: 3 clusters Score -1.96096e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152494 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -19610466.000000 Penalty: 5921.405273
	Iteration 12Q: 3 clusters Score -1.961047e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19610726.000000 Penalty: 5921.405273
	Iteration 13Q: 3 clusters Score -1.961073e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152771 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19610826.000000 Penalty: 5921.405273
	Iteration 14Q: 3 clusters Score -1.961083e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152792 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19610854.000000 Penalty: 5921.405273
	Iteration 15Q: 3 clusters Score -1.961085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152802 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19610878.000000 Penalty: 5921.405273
	Iteration 16Q: 3 clusters Score -1.961088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19610904.000000 Penalty: 5921.405273
	Iteration 17Q: 3 clusters Score -1.96109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19610906.000000 Penalty: 5921.405273
	Iteration 18Q: 3 clusters Score -1.961091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152810 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19610906.000000 Penalty: 5921.405273
	Iteration 19Q: 3 clusters Score -1.961091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152811 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19610908.000000 Penalty: 5921.405273
	Iteration 20F: 3 clusters Score -1.961091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19610922.000000 Penalty: 5921.405273
	Iteration 21Q: 3 clusters Score -1.961092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19610908.000000 Penalty: 5921.405273
	Iteration 22Q: 3 clusters Score -1.961091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19610908.000000 Penalty: 5921.405273
	Iteration 23F: 3 clusters Score -1.961091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -58500.660156 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -58500.66 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 287 members 
Entering Unmasked Estep 
Score: -56964.933594 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -56964.93 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57231.863281 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -57231.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57354.148438 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -57354.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57448.023438 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -57448.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57516.152344 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -57516.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57572.976562 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -57572.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57673.722656 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -57673.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57773.949219 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -57773.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57880.066406 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -57880.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57955.449219 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -57955.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58028.000000 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -58028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58085.878906 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -58085.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58178.164062 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -58178.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58188.582031 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -58188.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -58196.296875 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -58196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58206.730469 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -58206.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -58208.777344 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -58208.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -58210.757812 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -58210.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58212.886719 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -58212.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58214.578125 Penalty: 3122.451904
	Iteration 19F: 3 clusters Score -58214.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58218.156250 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -58218.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58220.410156 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -58220.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58227.687500 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -58227.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58227.687500 Penalty: 3122.451904
	Iteration 23F: 3 clusters Score -58227.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Entering Unmasked Estep 
Score: -2470560.000000 Penalty: 2447.242188
	Iteration 0F: 2 clusters Score -2470560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2456918.750000 Penalty: 4894.484375
	Iteration 0F: 3 clusters Score -2456919 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2461447.000000 Penalty: 4894.484375
	Iteration 1F: 3 clusters Score -2461447 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2461794.750000 Penalty: 4894.484375
	Iteration 2F: 3 clusters Score -2461795 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2462087.500000 Penalty: 4894.484375
	Iteration 3Q: 3 clusters Score -2462088 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2462388.250000 Penalty: 4894.484375
	Iteration 4Q: 3 clusters Score -2462388 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2462697.000000 Penalty: 4894.484375
	Iteration 5Q: 3 clusters Score -2462697 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2463141.500000 Penalty: 4894.484375
	Iteration 6Q: 3 clusters Score -2463142 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2463752.000000 Penalty: 4894.484375
	Iteration 7F: 3 clusters Score -2463752 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2464577.250000 Penalty: 4894.484375
	Iteration 8F: 3 clusters Score -2464577 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2465519.250000 Penalty: 4894.484375
	Iteration 9F: 3 clusters Score -2465519 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2466467.000000 Penalty: 4894.484375
	Iteration 10F: 3 clusters Score -2466467 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2467301.750000 Penalty: 4894.484375
	Iteration 11Q: 3 clusters Score -2467302 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2467909.000000 Penalty: 4894.484375
	Iteration 12Q: 3 clusters Score -2467909 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2468302.750000 Penalty: 4894.484375
	Iteration 13Q: 3 clusters Score -2468303 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2468564.500000 Penalty: 4894.484375
	Iteration 14Q: 3 clusters Score -2468564 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2468677.000000 Penalty: 4894.484375
	Iteration 15Q: 3 clusters Score -2468677 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2468746.500000 Penalty: 4894.484375
	Iteration 16Q: 3 clusters Score -2468746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2468781.250000 Penalty: 4894.484375
	Iteration 17Q: 3 clusters Score -2468781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2468808.250000 Penalty: 4894.484375
	Iteration 18Q: 3 clusters Score -2468808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2468819.000000 Penalty: 4894.484375
	Iteration 19Q: 3 clusters Score -2468819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2468828.750000 Penalty: 4894.484375
	Iteration 20F: 3 clusters Score -2468829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2468837.500000 Penalty: 4894.484375
	Iteration 21Q: 3 clusters Score -2468838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2468840.750000 Penalty: 4894.484375
	Iteration 22Q: 3 clusters Score -2468841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2468849.500000 Penalty: 4894.484375
	Iteration 23Q: 3 clusters Score -2468850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2468859.500000 Penalty: 4894.484375
	Iteration 24Q: 3 clusters Score -2468860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2468867.750000 Penalty: 4894.484375
	Iteration 25Q: 3 clusters Score -2468868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2468872.000000 Penalty: 4894.484375
	Iteration 26Q: 3 clusters Score -2468872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2468874.250000 Penalty: 4894.484375
	Iteration 27Q: 3 clusters Score -2468874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2468876.250000 Penalty: 4894.484375
	Iteration 28Q: 3 clusters Score -2468876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2468879.750000 Penalty: 4894.484375
	Iteration 29Q: 3 clusters Score -2468880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2468879.000000 Penalty: 4894.484375
	Iteration 30Q: 3 clusters Score -2468879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2468879.750000 Penalty: 4894.484375
	Iteration 31Q: 3 clusters Score -2468880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2468881.250000 Penalty: 4894.484375
	Iteration 32Q: 3 clusters Score -2468881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2468883.250000 Penalty: 4894.484375
	Iteration 33Q: 3 clusters Score -2468883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2468882.750000 Penalty: 4894.484375
	Iteration 34Q: 3 clusters Score -2468883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2468882.000000 Penalty: 4894.484375
	Iteration 35Q: 3 clusters Score -2468882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2468881.750000 Penalty: 4894.484375
	Iteration 36Q: 3 clusters Score -2468882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2468881.000000 Penalty: 4894.484375
	Iteration 37Q: 3 clusters Score -2468881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2468881.000000 Penalty: 4894.484375
	Iteration 38F: 3 clusters Score -2468881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -243288.625000 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -243288.6 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 1004 members 
Entering Unmasked Estep 
Score: -240711.000000 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -240711 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -241254.703125 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -241254.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -241556.781250 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -241556.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -241771.359375 Penalty: 3782.537109
	Iteration 3F: 3 clusters Score -241771.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -241969.515625 Penalty: 3782.537109
	Iteration 4F: 3 clusters Score -241969.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -242125.562500 Penalty: 3782.537109
	Iteration 5F: 3 clusters Score -242125.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -242210.968750 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -242211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -242262.390625 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -242262.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -242293.859375 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -242293.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -242309.734375 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -242309.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -242319.562500 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -242319.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -242328.468750 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -242328.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -242332.593750 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -242332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -242335.203125 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -242335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -242336.078125 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -242336.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -242338.609375 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -242338.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -242340.093750 Penalty: 3782.537109
	Iteration 16Q: 3 clusters Score -242340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -242340.093750 Penalty: 3782.537109
	Iteration 17F: 3 clusters Score -242340.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Entering Unmasked Estep 
Score: -9594973.000000 Penalty: 2783.039062
	Iteration 0F: 2 clusters Score -9594973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -9544944.000000 Penalty: 5566.078125
	Iteration 0F: 3 clusters Score -9544944 nChanged 35122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -9564850.000000 Penalty: 5566.078125
	Iteration 1F: 3 clusters Score -9564850 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -9565591.000000 Penalty: 5566.078125
	Iteration 2Q: 3 clusters Score -9565591 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -9566336.000000 Penalty: 5566.078125
	Iteration 3Q: 3 clusters Score -9566336 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -9567202.000000 Penalty: 5566.078125
	Iteration 4Q: 3 clusters Score -9567202 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -9568285.000000 Penalty: 5566.078125
	Iteration 5Q: 3 clusters Score -9568285 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -9569614.000000 Penalty: 5566.078125
	Iteration 6Q: 3 clusters Score -9569614 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -9571541.000000 Penalty: 5566.078125
	Iteration 7F: 3 clusters Score -9571541 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -9574169.000000 Penalty: 5566.078125
	Iteration 8F: 3 clusters Score -9574169 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -9576913.000000 Penalty: 5566.078125
	Iteration 9F: 3 clusters Score -9576913 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -9579700.000000 Penalty: 5566.078125
	Iteration 10F: 3 clusters Score -9579700 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -9582169.000000 Penalty: 5566.078125
	Iteration 11F: 3 clusters Score -9582169 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -9584380.000000 Penalty: 5566.078125
	Iteration 12Q: 3 clusters Score -9584380 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -9586231.000000 Penalty: 5566.078125
	Iteration 13Q: 3 clusters Score -9586231 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -9587911.000000 Penalty: 5566.078125
	Iteration 14Q: 3 clusters Score -9587911 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -9589359.000000 Penalty: 5566.078125
	Iteration 15Q: 3 clusters Score -9589359 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -9590495.000000 Penalty: 5566.078125
	Iteration 16Q: 3 clusters Score -9590495 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -9591307.000000 Penalty: 5566.078125
	Iteration 17Q: 3 clusters Score -9591307 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9591747.000000 Penalty: 5566.078125
	Iteration 18Q: 3 clusters Score -9591747 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9592039.000000 Penalty: 5566.078125
	Iteration 19Q: 3 clusters Score -9592039 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9592231.000000 Penalty: 5566.078125
	Iteration 20F: 3 clusters Score -9592231 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9592360.000000 Penalty: 5566.078125
	Iteration 21Q: 3 clusters Score -9592360 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9592441.000000 Penalty: 5566.078125
	Iteration 22Q: 3 clusters Score -9592441 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9592512.000000 Penalty: 5566.078125
	Iteration 23Q: 3 clusters Score -9592512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9592553.000000 Penalty: 5566.078125
	Iteration 24Q: 3 clusters Score -9592553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9592582.000000 Penalty: 5566.078125
	Iteration 25Q: 3 clusters Score -9592582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9592600.000000 Penalty: 5566.078125
	Iteration 26Q: 3 clusters Score -9592600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9592623.000000 Penalty: 5566.078125
	Iteration 27Q: 3 clusters Score -9592623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9592627.000000 Penalty: 5566.078125
	Iteration 28Q: 3 clusters Score -9592627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9592649.000000 Penalty: 5566.078125
	Iteration 29Q: 3 clusters Score -9592649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73929 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9592658.000000 Penalty: 5566.078125
	Iteration 30Q: 3 clusters Score -9592658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9592679.000000 Penalty: 5566.078125
	Iteration 31Q: 3 clusters Score -9592679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9592695.000000 Penalty: 5566.078125
	Iteration 32Q: 3 clusters Score -9592695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9592701.000000 Penalty: 5566.078125
	Iteration 33Q: 3 clusters Score -9592701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9592712.000000 Penalty: 5566.078125
	Iteration 34Q: 3 clusters Score -9592712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9592725.000000 Penalty: 5566.078125
	Iteration 35Q: 3 clusters Score -9592725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9592723.000000 Penalty: 5566.078125
	Iteration 36Q: 3 clusters Score -9592723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9592727.000000 Penalty: 5566.078125
	Iteration 37Q: 3 clusters Score -9592727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9592721.000000 Penalty: 5566.078125
	Iteration 38Q: 3 clusters Score -9592721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9592722.000000 Penalty: 5566.078125
	Iteration 39Q: 3 clusters Score -9592722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74035 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9592731.000000 Penalty: 5566.078125
	Iteration 40F: 3 clusters Score -9592731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9592736.000000 Penalty: 5566.078125
	Iteration 41Q: 3 clusters Score -9592736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9592746.000000 Penalty: 5566.078125
	Iteration 42Q: 3 clusters Score -9592746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9592750.000000 Penalty: 5566.078125
	Iteration 43Q: 3 clusters Score -9592750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9592755.000000 Penalty: 5566.078125
	Iteration 44Q: 3 clusters Score -9592755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9592757.000000 Penalty: 5566.078125
	Iteration 45Q: 3 clusters Score -9592757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9592754.000000 Penalty: 5566.078125
	Iteration 46Q: 3 clusters Score -9592754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9592754.000000 Penalty: 5566.078125
	Iteration 47F: 3 clusters Score -9592754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Entering Unmasked Estep 
Score: -13610236.000000 Penalty: 2872.054443
	Iteration 0F: 2 clusters Score -1.361024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -13538511.000000 Penalty: 5744.108887
	Iteration 0F: 3 clusters Score -1.353851e+07 nChanged 50834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -13567669.000000 Penalty: 5744.108887
	Iteration 1F: 3 clusters Score -1.356767e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -13568413.000000 Penalty: 5744.108887
	Iteration 2Q: 3 clusters Score -1.356841e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -13569440.000000 Penalty: 5744.108887
	Iteration 3Q: 3 clusters Score -1.356944e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -13570443.000000 Penalty: 5744.108887
	Iteration 4Q: 3 clusters Score -1.357044e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -13571730.000000 Penalty: 5744.108887
	Iteration 5Q: 3 clusters Score -1.357173e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -13573405.000000 Penalty: 5744.108887
	Iteration 6Q: 3 clusters Score -1.35734e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -13575960.000000 Penalty: 5744.108887
	Iteration 7Q: 3 clusters Score -1.357596e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -13579314.000000 Penalty: 5744.108887
	Iteration 8F: 3 clusters Score -1.357931e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -13582681.000000 Penalty: 5744.108887
	Iteration 9F: 3 clusters Score -1.358268e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -13585795.000000 Penalty: 5744.108887
	Iteration 10F: 3 clusters Score -1.35858e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -13588286.000000 Penalty: 5744.108887
	Iteration 11F: 3 clusters Score -1.358829e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -13590360.000000 Penalty: 5744.108887
	Iteration 12Q: 3 clusters Score -1.359036e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -13591842.000000 Penalty: 5744.108887
	Iteration 13Q: 3 clusters Score -1.359184e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -13593338.000000 Penalty: 5744.108887
	Iteration 14Q: 3 clusters Score -1.359334e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -13594920.000000 Penalty: 5744.108887
	Iteration 15Q: 3 clusters Score -1.359492e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 75043 members 
Entering Unmasked Estep 
Score: -13596569.000000 Penalty: 5744.108887
	Iteration 16Q: 3 clusters Score -1.359657e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -13598286.000000 Penalty: 5744.108887
	Iteration 17Q: 3 clusters Score -1.359829e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -13599718.000000 Penalty: 5744.108887
	Iteration 18Q: 3 clusters Score -1.359972e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -13600656.000000 Penalty: 5744.108887
	Iteration 19Q: 3 clusters Score -1.360066e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -13601365.000000 Penalty: 5744.108887
	Iteration 20F: 3 clusters Score -1.360136e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -13601885.000000 Penalty: 5744.108887
	Iteration 21Q: 3 clusters Score -1.360188e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -13602316.000000 Penalty: 5744.108887
	Iteration 22Q: 3 clusters Score -1.360232e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -13602635.000000 Penalty: 5744.108887
	Iteration 23Q: 3 clusters Score -1.360264e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -13602964.000000 Penalty: 5744.108887
	Iteration 24Q: 3 clusters Score -1.360296e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -13603358.000000 Penalty: 5744.108887
	Iteration 25Q: 3 clusters Score -1.360336e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -13603699.000000 Penalty: 5744.108887
	Iteration 26Q: 3 clusters Score -1.36037e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -13603906.000000 Penalty: 5744.108887
	Iteration 27Q: 3 clusters Score -1.360391e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -13604069.000000 Penalty: 5744.108887
	Iteration 28Q: 3 clusters Score -1.360407e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -13604243.000000 Penalty: 5744.108887
	Iteration 29Q: 3 clusters Score -1.360424e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -13604311.000000 Penalty: 5744.108887
	Iteration 30Q: 3 clusters Score -1.360431e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -13604396.000000 Penalty: 5744.108887
	Iteration 31Q: 3 clusters Score -1.36044e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -13604494.000000 Penalty: 5744.108887
	Iteration 32Q: 3 clusters Score -1.360449e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
Score: -13604515.000000 Penalty: 5744.108887
	Iteration 33Q: 3 clusters Score -1.360452e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -13604568.000000 Penalty: 5744.108887
	Iteration 34Q: 3 clusters Score -1.360457e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 87207 members 
Entering Unmasked Estep 
Score: -13604653.000000 Penalty: 5744.108887
	Iteration 35Q: 3 clusters Score -1.360465e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -13604704.000000 Penalty: 5744.108887
	Iteration 36Q: 3 clusters Score -1.36047e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 87809 members 
Entering Unmasked Estep 
Score: -13604684.000000 Penalty: 5744.108887
	Iteration 37Q: 3 clusters Score -1.360468e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -13604698.000000 Penalty: 5744.108887
	Iteration 38Q: 3 clusters Score -1.36047e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 88360 members 
Entering Unmasked Estep 
Score: -13604743.000000 Penalty: 5744.108887
	Iteration 39Q: 3 clusters Score -1.360474e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -13604806.000000 Penalty: 5744.108887
	Iteration 40F: 3 clusters Score -1.360481e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -13604838.000000 Penalty: 5744.108887
	Iteration 41Q: 3 clusters Score -1.360484e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -13604813.000000 Penalty: 5744.108887
	Iteration 42Q: 3 clusters Score -1.360481e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -13604818.000000 Penalty: 5744.108887
	Iteration 43Q: 3 clusters Score -1.360482e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -13604839.000000 Penalty: 5744.108887
	Iteration 44Q: 3 clusters Score -1.360484e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -13604877.000000 Penalty: 5744.108887
	Iteration 45Q: 3 clusters Score -1.360488e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
Score: -13604891.000000 Penalty: 5744.108887
	Iteration 46Q: 3 clusters Score -1.360489e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -13604937.000000 Penalty: 5744.108887
	Iteration 47Q: 3 clusters Score -1.360494e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -13604905.000000 Penalty: 5744.108887
	Iteration 48Q: 3 clusters Score -1.36049e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -13604968.000000 Penalty: 5744.108887
	Iteration 49Q: 3 clusters Score -1.360497e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -13605012.000000 Penalty: 5744.108887
	Iteration 50Q: 3 clusters Score -1.360501e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -13605018.000000 Penalty: 5744.108887
	Iteration 51Q: 3 clusters Score -1.360502e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 91442 members 
Entering Unmasked Estep 
Score: -13605056.000000 Penalty: 5744.108887
	Iteration 52Q: 3 clusters Score -1.360506e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -13605095.000000 Penalty: 5744.108887
	Iteration 53Q: 3 clusters Score -1.36051e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -13605128.000000 Penalty: 5744.108887
	Iteration 54Q: 3 clusters Score -1.360513e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -13605145.000000 Penalty: 5744.108887
	Iteration 55Q: 3 clusters Score -1.360514e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 92270 members 
Entering Unmasked Estep 
Score: -13605152.000000 Penalty: 5744.108887
	Iteration 56Q: 3 clusters Score -1.360515e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 92478 members 
Entering Unmasked Estep 
Score: -13605197.000000 Penalty: 5744.108887
	Iteration 57Q: 3 clusters Score -1.36052e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 92663 members 
Entering Unmasked Estep 
Score: -13605234.000000 Penalty: 5744.108887
	Iteration 58Q: 3 clusters Score -1.360523e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -13605261.000000 Penalty: 5744.108887
	Iteration 59Q: 3 clusters Score -1.360526e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -13605272.000000 Penalty: 5744.108887
	Iteration 60F: 3 clusters Score -1.360527e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -13605260.000000 Penalty: 5744.108887
	Iteration 61Q: 3 clusters Score -1.360526e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -13605281.000000 Penalty: 5744.108887
	Iteration 62Q: 3 clusters Score -1.360528e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 93734 members 
Entering Unmasked Estep 
Score: -13605312.000000 Penalty: 5744.108887
	Iteration 63Q: 3 clusters Score -1.360531e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -13605300.000000 Penalty: 5744.108887
	Iteration 64Q: 3 clusters Score -1.36053e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -13605305.000000 Penalty: 5744.108887
	Iteration 65Q: 3 clusters Score -1.36053e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -13605300.000000 Penalty: 5744.108887
	Iteration 66Q: 3 clusters Score -1.36053e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 94561 members 
Entering Unmasked Estep 
Score: -13605314.000000 Penalty: 5744.108887
	Iteration 67Q: 3 clusters Score -1.360531e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 94739 members 
Entering Unmasked Estep 
Score: -13605325.000000 Penalty: 5744.108887
	Iteration 68Q: 3 clusters Score -1.360532e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -13605332.000000 Penalty: 5744.108887
	Iteration 69Q: 3 clusters Score -1.360533e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -13605358.000000 Penalty: 5744.108887
	Iteration 70Q: 3 clusters Score -1.360536e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -13605361.000000 Penalty: 5744.108887
	Iteration 71Q: 3 clusters Score -1.360536e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -13605398.000000 Penalty: 5744.108887
	Iteration 72Q: 3 clusters Score -1.36054e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -13605472.000000 Penalty: 5744.108887
	Iteration 73Q: 3 clusters Score -1.360547e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -13605478.000000 Penalty: 5744.108887
	Iteration 74Q: 3 clusters Score -1.360548e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -13605453.000000 Penalty: 5744.108887
	Iteration 75Q: 3 clusters Score -1.360545e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -13605478.000000 Penalty: 5744.108887
	Iteration 76Q: 3 clusters Score -1.360548e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -13605517.000000 Penalty: 5744.108887
	Iteration 77Q: 3 clusters Score -1.360552e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -13605517.000000 Penalty: 5744.108887
	Iteration 78Q: 3 clusters Score -1.360552e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -13605539.000000 Penalty: 5744.108887
	Iteration 79Q: 3 clusters Score -1.360554e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -13605551.000000 Penalty: 5744.108887
	Iteration 80F: 3 clusters Score -1.360555e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 96832 members 
Entering Unmasked Estep 
Score: -13605578.000000 Penalty: 5744.108887
	Iteration 81Q: 3 clusters Score -1.360558e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
Score: -13605604.000000 Penalty: 5744.108887
	Iteration 82Q: 3 clusters Score -1.36056e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -13605602.000000 Penalty: 5744.108887
	Iteration 83Q: 3 clusters Score -1.36056e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -13605635.000000 Penalty: 5744.108887
	Iteration 84Q: 3 clusters Score -1.360564e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -13605675.000000 Penalty: 5744.108887
	Iteration 85Q: 3 clusters Score -1.360568e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -13605723.000000 Penalty: 5744.108887
	Iteration 86Q: 3 clusters Score -1.360572e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -13605766.000000 Penalty: 5744.108887
	Iteration 87Q: 3 clusters Score -1.360577e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -13605789.000000 Penalty: 5744.108887
	Iteration 88Q: 3 clusters Score -1.360579e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 98287 members 
Entering Unmasked Estep 
Score: -13605807.000000 Penalty: 5744.108887
	Iteration 89Q: 3 clusters Score -1.360581e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -13605818.000000 Penalty: 5744.108887
	Iteration 90Q: 3 clusters Score -1.360582e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -13605824.000000 Penalty: 5744.108887
	Iteration 91Q: 3 clusters Score -1.360582e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 98821 members 
Entering Unmasked Estep 
Score: -13605849.000000 Penalty: 5744.108887
	Iteration 92Q: 3 clusters Score -1.360585e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -13605871.000000 Penalty: 5744.108887
	Iteration 93Q: 3 clusters Score -1.360587e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -13605934.000000 Penalty: 5744.108887
	Iteration 94Q: 3 clusters Score -1.360593e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 99437 members 
Entering Unmasked Estep 
Score: -13605987.000000 Penalty: 5744.108887
	Iteration 95Q: 3 clusters Score -1.360599e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -13605995.000000 Penalty: 5744.108887
	Iteration 96Q: 3 clusters Score -1.3606e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -13606028.000000 Penalty: 5744.108887
	Iteration 97Q: 3 clusters Score -1.360603e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -13606074.000000 Penalty: 5744.108887
	Iteration 98Q: 3 clusters Score -1.360607e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -13606107.000000 Penalty: 5744.108887
	Iteration 99Q: 3 clusters Score -1.360611e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 100525 members 
Entering Unmasked Estep 
Score: -13606164.000000 Penalty: 5744.108887
	Iteration 100F: 3 clusters Score -1.360616e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -13606214.000000 Penalty: 5744.108887
	Iteration 101Q: 3 clusters Score -1.360621e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -13606280.000000 Penalty: 5744.108887
	Iteration 102Q: 3 clusters Score -1.360628e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 101267 members 
Entering Unmasked Estep 
Score: -13606315.000000 Penalty: 5744.108887
	Iteration 103Q: 3 clusters Score -1.360632e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -13606369.000000 Penalty: 5744.108887
	Iteration 104Q: 3 clusters Score -1.360637e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -13606470.000000 Penalty: 5744.108887
	Iteration 105Q: 3 clusters Score -1.360647e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -13606542.000000 Penalty: 5744.108887
	Iteration 106Q: 3 clusters Score -1.360654e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 102284 members 
Entering Unmasked Estep 
Score: -13606648.000000 Penalty: 5744.108887
	Iteration 107Q: 3 clusters Score -1.360665e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -13606689.000000 Penalty: 5744.108887
	Iteration 108Q: 3 clusters Score -1.360669e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -13606765.000000 Penalty: 5744.108887
	Iteration 109Q: 3 clusters Score -1.360676e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -13606840.000000 Penalty: 5744.108887
	Iteration 110Q: 3 clusters Score -1.360684e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -13606900.000000 Penalty: 5744.108887
	Iteration 111Q: 3 clusters Score -1.36069e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -13606996.000000 Penalty: 5744.108887
	Iteration 112Q: 3 clusters Score -1.3607e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 103712 members 
Entering Unmasked Estep 
Score: -13607039.000000 Penalty: 5744.108887
	Iteration 113Q: 3 clusters Score -1.360704e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 103912 members 
Entering Unmasked Estep 
Score: -13607081.000000 Penalty: 5744.108887
	Iteration 114Q: 3 clusters Score -1.360708e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -13607117.000000 Penalty: 5744.108887
	Iteration 115Q: 3 clusters Score -1.360712e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 104260 members 
Entering Unmasked Estep 
Score: -13607160.000000 Penalty: 5744.108887
	Iteration 116Q: 3 clusters Score -1.360716e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 104418 members 
Entering Unmasked Estep 
Score: -13607190.000000 Penalty: 5744.108887
	Iteration 117Q: 3 clusters Score -1.360719e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 104570 members 
Entering Unmasked Estep 
Score: -13607252.000000 Penalty: 5744.108887
	Iteration 118Q: 3 clusters Score -1.360725e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -13607344.000000 Penalty: 5744.108887
	Iteration 119Q: 3 clusters Score -1.360734e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 104867 members 
Entering Unmasked Estep 
Score: -13607375.000000 Penalty: 5744.108887
	Iteration 120F: 3 clusters Score -1.360738e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -13607384.000000 Penalty: 5744.108887
	Iteration 121Q: 3 clusters Score -1.360738e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 105120 members 
Entering Unmasked Estep 
Score: -13607441.000000 Penalty: 5744.108887
	Iteration 122Q: 3 clusters Score -1.360744e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 105221 members 
Entering Unmasked Estep 
Score: -13607469.000000 Penalty: 5744.108887
	Iteration 123Q: 3 clusters Score -1.360747e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 105303 members 
Entering Unmasked Estep 
Score: -13607482.000000 Penalty: 5744.108887
	Iteration 124Q: 3 clusters Score -1.360748e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -13607512.000000 Penalty: 5744.108887
	Iteration 125Q: 3 clusters Score -1.360751e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 105463 members 
Entering Unmasked Estep 
Score: -13607519.000000 Penalty: 5744.108887
	Iteration 126Q: 3 clusters Score -1.360752e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -13607547.000000 Penalty: 5744.108887
	Iteration 127Q: 3 clusters Score -1.360755e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -13607581.000000 Penalty: 5744.108887
	Iteration 128Q: 3 clusters Score -1.360758e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 105651 members 
Entering Unmasked Estep 
Score: -13607595.000000 Penalty: 5744.108887
	Iteration 129Q: 3 clusters Score -1.36076e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -13607609.000000 Penalty: 5744.108887
	Iteration 130Q: 3 clusters Score -1.360761e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -13607638.000000 Penalty: 5744.108887
	Iteration 131Q: 3 clusters Score -1.360764e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -13607679.000000 Penalty: 5744.108887
	Iteration 132Q: 3 clusters Score -1.360768e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 105847 members 
Entering Unmasked Estep 
Score: -13607696.000000 Penalty: 5744.108887
	Iteration 133Q: 3 clusters Score -1.36077e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -13607731.000000 Penalty: 5744.108887
	Iteration 134Q: 3 clusters Score -1.360773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -13607736.000000 Penalty: 5744.108887
	Iteration 135Q: 3 clusters Score -1.360774e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 105944 members 
Entering Unmasked Estep 
Score: -13607748.000000 Penalty: 5744.108887
	Iteration 136Q: 3 clusters Score -1.360775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -13607759.000000 Penalty: 5744.108887
	Iteration 137Q: 3 clusters Score -1.360776e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 105983 members 
Entering Unmasked Estep 
Score: -13607777.000000 Penalty: 5744.108887
	Iteration 138Q: 3 clusters Score -1.360778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -13607781.000000 Penalty: 5744.108887
	Iteration 139Q: 3 clusters Score -1.360778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 106011 members 
Entering Unmasked Estep 
Score: -13607780.000000 Penalty: 5744.108887
	Iteration 140F: 3 clusters Score -1.360778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -13607784.000000 Penalty: 5744.108887
	Iteration 141Q: 3 clusters Score -1.360778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -13607779.000000 Penalty: 5744.108887
	Iteration 142Q: 3 clusters Score -1.360778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 106037 members 
Entering Unmasked Estep 
Score: -13607795.000000 Penalty: 5744.108887
	Iteration 143Q: 3 clusters Score -1.36078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 106042 members 
Entering Unmasked Estep 
Score: -13607796.000000 Penalty: 5744.108887
	Iteration 144Q: 3 clusters Score -1.36078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 106047 members 
Entering Unmasked Estep 
Score: -13607793.000000 Penalty: 5744.108887
	Iteration 145Q: 3 clusters Score -1.360779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 106050 members 
Entering Unmasked Estep 
Score: -13607803.000000 Penalty: 5744.108887
	Iteration 146Q: 3 clusters Score -1.36078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 106053 members 
Entering Unmasked Estep 
Score: -13607798.000000 Penalty: 5744.108887
	Iteration 147Q: 3 clusters Score -1.36078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -13607798.000000 Penalty: 5744.108887
	Iteration 148Q: 3 clusters Score -1.36078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
Score: -13607807.000000 Penalty: 5744.108887
	Iteration 149Q: 3 clusters Score -1.360781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -13607823.000000 Penalty: 5744.108887
	Iteration 150Q: 3 clusters Score -1.360782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -13607812.000000 Penalty: 5744.108887
	Iteration 151Q: 3 clusters Score -1.360781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 106072 members 
Entering Unmasked Estep 
Score: -13607811.000000 Penalty: 5744.108887
	Iteration 152Q: 3 clusters Score -1.360781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -13607831.000000 Penalty: 5744.108887
	Iteration 153Q: 3 clusters Score -1.360783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -13607831.000000 Penalty: 5744.108887
	Iteration 154F: 3 clusters Score -1.360783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -267802.343750 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -267802.3 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 1034 members 
Entering Unmasked Estep 
Score: -265139.312500 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -265139.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -265580.062500 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -265580.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -265723.937500 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -265723.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -265810.093750 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -265810.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -265861.343750 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -265861.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -265888.218750 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -265888.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -265900.375000 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -265900.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -265911.843750 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -265911.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -265916.468750 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -265916.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -265919.656250 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -265919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -265921.218750 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -265921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -265923.031250 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -265923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -265925.125000 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -265925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -265929.718750 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -265929.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -265933.062500 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -265933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -265937.062500 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -265937.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -265939.906250 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -265939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -265944.468750 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -265944.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -265948.593750 Penalty: 3783.744629
	Iteration 18Q: 3 clusters Score -265948.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -265952.343750 Penalty: 3783.744629
	Iteration 19Q: 3 clusters Score -265952.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -265957.750000 Penalty: 3783.744629
	Iteration 20F: 3 clusters Score -265957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -265961.781250 Penalty: 3783.744629
	Iteration 21Q: 3 clusters Score -265961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -265967.281250 Penalty: 3783.744629
	Iteration 22Q: 3 clusters Score -265967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -265973.000000 Penalty: 3783.744629
	Iteration 23Q: 3 clusters Score -265973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -265977.156250 Penalty: 3783.744629
	Iteration 24Q: 3 clusters Score -265977.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -265980.218750 Penalty: 3783.744629
	Iteration 25Q: 3 clusters Score -265980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -265982.250000 Penalty: 3783.744629
	Iteration 26Q: 3 clusters Score -265982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -265986.625000 Penalty: 3783.744629
	Iteration 27Q: 3 clusters Score -265986.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -265990.875000 Penalty: 3783.744629
	Iteration 28Q: 3 clusters Score -265990.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -266001.281250 Penalty: 3783.744629
	Iteration 29Q: 3 clusters Score -266001.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -266006.500000 Penalty: 3783.744629
	Iteration 30Q: 3 clusters Score -266006.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -266013.625000 Penalty: 3783.744629
	Iteration 31Q: 3 clusters Score -266013.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -266018.250000 Penalty: 3783.744629
	Iteration 32Q: 3 clusters Score -266018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -266021.687500 Penalty: 3783.744629
	Iteration 33Q: 3 clusters Score -266021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -266021.687500 Penalty: 3783.744629
	Iteration 34F: 3 clusters Score -266021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -522817.750000 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -522817.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -518781.593750 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -518781.6 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -519712.218750 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -519712.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -519908.906250 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -519908.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -520010.500000 Penalty: 4144.734863
	Iteration 3Q: 3 clusters Score -520010.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -520068.937500 Penalty: 4144.734863
	Iteration 4Q: 3 clusters Score -520068.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -520114.750000 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -520114.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -520147.906250 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -520147.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -520176.125000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -520176.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -520199.843750 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -520199.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -520217.281250 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -520217.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -520228.531250 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -520228.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -520239.593750 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -520239.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -520246.593750 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -520246.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -520252.312500 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -520252.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -520256.625000 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -520256.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -520259.562500 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -520259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -520260.406250 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -520260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -520262.250000 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -520262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -520264.218750 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -520264.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -520267.875000 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -520267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -520267.562500 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -520267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -520268.937500 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -520268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -520270.187500 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -520270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -520272.125000 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -520272.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -520274.187500 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -520274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -520275.437500 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -520275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -520277.093750 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -520277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -520277.593750 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -520277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -520279.593750 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -520279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -520282.250000 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -520282.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -520283.531250 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -520283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -520285.031250 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -520285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -520288.093750 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -520288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -520291.250000 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -520291.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -520292.718750 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -520292.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -520294.718750 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -520294.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -520297.781250 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -520297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -520299.250000 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -520299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -520300.062500 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -520300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -520301.187500 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -520301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -520302.968750 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -520303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -520304.718750 Penalty: 4144.734863
	Iteration 41Q: 3 clusters Score -520304.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -520306.093750 Penalty: 4144.734863
	Iteration 42Q: 3 clusters Score -520306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -520305.625000 Penalty: 4144.734863
	Iteration 43Q: 3 clusters Score -520305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -520305.750000 Penalty: 4144.734863
	Iteration 44Q: 3 clusters Score -520305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -520307.281250 Penalty: 4144.734863
	Iteration 45Q: 3 clusters Score -520307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -520309.437500 Penalty: 4144.734863
	Iteration 46Q: 3 clusters Score -520309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -520308.875000 Penalty: 4144.734863
	Iteration 47Q: 3 clusters Score -520308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -520311.062500 Penalty: 4144.734863
	Iteration 48Q: 3 clusters Score -520311.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -520313.156250 Penalty: 4144.734863
	Iteration 49Q: 3 clusters Score -520313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -520315.250000 Penalty: 4144.734863
	Iteration 50Q: 3 clusters Score -520315.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -520317.125000 Penalty: 4144.734863
	Iteration 51Q: 3 clusters Score -520317.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -520318.718750 Penalty: 4144.734863
	Iteration 52Q: 3 clusters Score -520318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -520319.125000 Penalty: 4144.734863
	Iteration 53Q: 3 clusters Score -520319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -520319.593750 Penalty: 4144.734863
	Iteration 54Q: 3 clusters Score -520319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -520321.250000 Penalty: 4144.734863
	Iteration 55Q: 3 clusters Score -520321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -520323.031250 Penalty: 4144.734863
	Iteration 56Q: 3 clusters Score -520323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -520326.875000 Penalty: 4144.734863
	Iteration 57Q: 3 clusters Score -520326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -520328.875000 Penalty: 4144.734863
	Iteration 58Q: 3 clusters Score -520328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -520332.437500 Penalty: 4144.734863
	Iteration 59Q: 3 clusters Score -520332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -520332.875000 Penalty: 4144.734863
	Iteration 60F: 3 clusters Score -520332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -520334.875000 Penalty: 4144.734863
	Iteration 61Q: 3 clusters Score -520334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -520337.125000 Penalty: 4144.734863
	Iteration 62Q: 3 clusters Score -520337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -520339.687500 Penalty: 4144.734863
	Iteration 63Q: 3 clusters Score -520339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -520340.375000 Penalty: 4144.734863
	Iteration 64Q: 3 clusters Score -520340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -520340.406250 Penalty: 4144.734863
	Iteration 65Q: 3 clusters Score -520340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -520341.125000 Penalty: 4144.734863
	Iteration 66Q: 3 clusters Score -520341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -520341.125000 Penalty: 4144.734863
	Iteration 67F: 3 clusters Score -520341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -642303.375000 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -642303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -637780.625000 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -637780.6 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -638852.500000 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -638852.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -639136.125000 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -639136.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -639367.062500 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -639367.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -639537.687500 Penalty: 4226.310059
	Iteration 4F: 3 clusters Score -639537.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -639679.375000 Penalty: 4226.310059
	Iteration 5Q: 3 clusters Score -639679.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -639803.437500 Penalty: 4226.310059
	Iteration 6Q: 3 clusters Score -639803.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -639936.000000 Penalty: 4226.310059
	Iteration 7Q: 3 clusters Score -639936 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -640055.250000 Penalty: 4226.310059
	Iteration 8Q: 3 clusters Score -640055.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -640130.437500 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -640130.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -640190.000000 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -640190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -640236.500000 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -640236.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -640264.437500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -640264.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -640291.750000 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -640291.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -640315.812500 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -640315.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -640331.562500 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -640331.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -640349.125000 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -640349.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -640375.312500 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -640375.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -640404.000000 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -640404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -640434.250000 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -640434.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -640457.812500 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -640457.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -640479.437500 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -640479.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -640503.062500 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -640503.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -640517.750000 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -640517.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -640530.125000 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -640530.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -640544.000000 Penalty: 4226.310059
	Iteration 25Q: 3 clusters Score -640544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -640556.000000 Penalty: 4226.310059
	Iteration 26Q: 3 clusters Score -640556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -640571.875000 Penalty: 4226.310059
	Iteration 27Q: 3 clusters Score -640571.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -640589.875000 Penalty: 4226.310059
	Iteration 28Q: 3 clusters Score -640589.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -640604.312500 Penalty: 4226.310059
	Iteration 29Q: 3 clusters Score -640604.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -640610.000000 Penalty: 4226.310059
	Iteration 30Q: 3 clusters Score -640610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -640617.562500 Penalty: 4226.310059
	Iteration 31Q: 3 clusters Score -640617.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -640623.687500 Penalty: 4226.310059
	Iteration 32Q: 3 clusters Score -640623.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -640633.500000 Penalty: 4226.310059
	Iteration 33Q: 3 clusters Score -640633.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -640639.000000 Penalty: 4226.310059
	Iteration 34Q: 3 clusters Score -640639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -640643.062500 Penalty: 4226.310059
	Iteration 35Q: 3 clusters Score -640643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -640646.375000 Penalty: 4226.310059
	Iteration 36Q: 3 clusters Score -640646.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -640647.562500 Penalty: 4226.310059
	Iteration 37Q: 3 clusters Score -640647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -640649.750000 Penalty: 4226.310059
	Iteration 38Q: 3 clusters Score -640649.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -640652.000000 Penalty: 4226.310059
	Iteration 39Q: 3 clusters Score -640652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -640652.750000 Penalty: 4226.310059
	Iteration 40F: 3 clusters Score -640652.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -640656.000000 Penalty: 4226.310059
	Iteration 41Q: 3 clusters Score -640656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -640660.187500 Penalty: 4226.310059
	Iteration 42Q: 3 clusters Score -640660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -640660.937500 Penalty: 4226.310059
	Iteration 43Q: 3 clusters Score -640660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -640662.687500 Penalty: 4226.310059
	Iteration 44Q: 3 clusters Score -640662.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -640664.437500 Penalty: 4226.310059
	Iteration 45Q: 3 clusters Score -640664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -640664.437500 Penalty: 4226.310059
	Iteration 46Q: 3 clusters Score -640664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -640665.375000 Penalty: 4226.310059
	Iteration 47Q: 3 clusters Score -640665.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -640667.875000 Penalty: 4226.310059
	Iteration 48Q: 3 clusters Score -640667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -640668.625000 Penalty: 4226.310059
	Iteration 49Q: 3 clusters Score -640668.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -640670.812500 Penalty: 4226.310059
	Iteration 50Q: 3 clusters Score -640670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -640672.187500 Penalty: 4226.310059
	Iteration 51Q: 3 clusters Score -640672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -640674.000000 Penalty: 4226.310059
	Iteration 52Q: 3 clusters Score -640674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -640676.187500 Penalty: 4226.310059
	Iteration 53Q: 3 clusters Score -640676.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -640678.500000 Penalty: 4226.310059
	Iteration 54Q: 3 clusters Score -640678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -640679.437500 Penalty: 4226.310059
	Iteration 55Q: 3 clusters Score -640679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -640680.187500 Penalty: 4226.310059
	Iteration 56Q: 3 clusters Score -640680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -640680.187500 Penalty: 4226.310059
	Iteration 57Q: 3 clusters Score -640680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -640681.625000 Penalty: 4226.310059
	Iteration 58Q: 3 clusters Score -640681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -640681.750000 Penalty: 4226.310059
	Iteration 59Q: 3 clusters Score -640681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -640683.750000 Penalty: 4226.310059
	Iteration 60F: 3 clusters Score -640683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -640684.312500 Penalty: 4226.310059
	Iteration 61Q: 3 clusters Score -640684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -640684.812500 Penalty: 4226.310059
	Iteration 62Q: 3 clusters Score -640684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -640685.812500 Penalty: 4226.310059
	Iteration 63Q: 3 clusters Score -640685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -640686.187500 Penalty: 4226.310059
	Iteration 64Q: 3 clusters Score -640686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -640688.812500 Penalty: 4226.310059
	Iteration 65Q: 3 clusters Score -640688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -640690.750000 Penalty: 4226.310059
	Iteration 66Q: 3 clusters Score -640690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -640693.750000 Penalty: 4226.310059
	Iteration 67Q: 3 clusters Score -640693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -640693.562500 Penalty: 4226.310059
	Iteration 68Q: 3 clusters Score -640693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -640698.312500 Penalty: 4226.310059
	Iteration 69Q: 3 clusters Score -640698.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -640700.062500 Penalty: 4226.310059
	Iteration 70Q: 3 clusters Score -640700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -640703.562500 Penalty: 4226.310059
	Iteration 71Q: 3 clusters Score -640703.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -640707.375000 Penalty: 4226.310059
	Iteration 72Q: 3 clusters Score -640707.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -640715.125000 Penalty: 4226.310059
	Iteration 73Q: 3 clusters Score -640715.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -640721.812500 Penalty: 4226.310059
	Iteration 74Q: 3 clusters Score -640721.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -640727.437500 Penalty: 4226.310059
	Iteration 75Q: 3 clusters Score -640727.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -640734.250000 Penalty: 4226.310059
	Iteration 76Q: 3 clusters Score -640734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -640737.312500 Penalty: 4226.310059
	Iteration 77Q: 3 clusters Score -640737.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -640742.187500 Penalty: 4226.310059
	Iteration 78Q: 3 clusters Score -640742.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -640748.625000 Penalty: 4226.310059
	Iteration 79Q: 3 clusters Score -640748.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -640751.500000 Penalty: 4226.310059
	Iteration 80F: 3 clusters Score -640751.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -640758.812500 Penalty: 4226.310059
	Iteration 81Q: 3 clusters Score -640758.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -640770.312500 Penalty: 4226.310059
	Iteration 82Q: 3 clusters Score -640770.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -640777.250000 Penalty: 4226.310059
	Iteration 83Q: 3 clusters Score -640777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -640785.500000 Penalty: 4226.310059
	Iteration 84Q: 3 clusters Score -640785.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -640793.562500 Penalty: 4226.310059
	Iteration 85Q: 3 clusters Score -640793.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -640815.437500 Penalty: 4226.310059
	Iteration 86Q: 3 clusters Score -640815.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -640850.875000 Penalty: 4226.310059
	Iteration 87Q: 3 clusters Score -640850.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -640896.437500 Penalty: 4226.310059
	Iteration 88Q: 3 clusters Score -640896.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -640943.875000 Penalty: 4226.310059
	Iteration 89Q: 3 clusters Score -640943.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -640988.625000 Penalty: 4226.310059
	Iteration 90Q: 3 clusters Score -640988.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -641034.750000 Penalty: 4226.310059
	Iteration 91Q: 3 clusters Score -641034.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -641061.125000 Penalty: 4226.310059
	Iteration 92Q: 3 clusters Score -641061.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -641082.125000 Penalty: 4226.310059
	Iteration 93Q: 3 clusters Score -641082.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -641097.437500 Penalty: 4226.310059
	Iteration 94Q: 3 clusters Score -641097.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -641109.250000 Penalty: 4226.310059
	Iteration 95Q: 3 clusters Score -641109.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -641114.562500 Penalty: 4226.310059
	Iteration 96Q: 3 clusters Score -641114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -641119.937500 Penalty: 4226.310059
	Iteration 97Q: 3 clusters Score -641119.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -641122.375000 Penalty: 4226.310059
	Iteration 98Q: 3 clusters Score -641122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -641124.875000 Penalty: 4226.310059
	Iteration 99Q: 3 clusters Score -641124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -641126.312500 Penalty: 4226.310059
	Iteration 100F: 3 clusters Score -641126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -641127.625000 Penalty: 4226.310059
	Iteration 101Q: 3 clusters Score -641127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -641128.812500 Penalty: 4226.310059
	Iteration 102Q: 3 clusters Score -641128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -641128.500000 Penalty: 4226.310059
	Iteration 103Q: 3 clusters Score -641128.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -641127.937500 Penalty: 4226.310059
	Iteration 104Q: 3 clusters Score -641127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -641130.937500 Penalty: 4226.310059
	Iteration 105Q: 3 clusters Score -641130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -641131.312500 Penalty: 4226.310059
	Iteration 106Q: 3 clusters Score -641131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -641131.937500 Penalty: 4226.310059
	Iteration 107Q: 3 clusters Score -641131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -641133.250000 Penalty: 4226.310059
	Iteration 108Q: 3 clusters Score -641133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -641133.375000 Penalty: 4226.310059
	Iteration 109Q: 3 clusters Score -641133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -641133.375000 Penalty: 4226.310059
	Iteration 110F: 3 clusters Score -641133.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -75118.828125 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -75118.83 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 335 members 
Entering Unmasked Estep 
Score: -73458.015625 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -73458.02 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73692.257812 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -73692.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73760.843750 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -73760.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73798.148438 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -73798.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73816.500000 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -73816.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73832.437500 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -73832.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73838.664062 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -73838.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73845.148438 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -73845.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73852.554688 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -73852.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73856.867188 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -73856.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73856.867188 Penalty: 3197.863525
	Iteration 10F: 3 clusters Score -73856.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Entering Unmasked Estep 
Score: -1217461.250000 Penalty: 2292.288330
	Iteration 0F: 2 clusters Score -1217461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1209571.875000 Penalty: 4584.576660
	Iteration 0F: 3 clusters Score -1209572 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1212109.125000 Penalty: 4584.576660
	Iteration 1F: 3 clusters Score -1212109 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1212554.500000 Penalty: 4584.576660
	Iteration 2F: 3 clusters Score -1212554 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1212911.000000 Penalty: 4584.576660
	Iteration 3F: 3 clusters Score -1212911 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1213166.625000 Penalty: 4584.576660
	Iteration 4F: 3 clusters Score -1213167 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1213376.250000 Penalty: 4584.576660
	Iteration 5Q: 3 clusters Score -1213376 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1213567.000000 Penalty: 4584.576660
	Iteration 6Q: 3 clusters Score -1213567 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1213807.875000 Penalty: 4584.576660
	Iteration 7Q: 3 clusters Score -1213808 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1214021.250000 Penalty: 4584.576660
	Iteration 8Q: 3 clusters Score -1214021 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1214219.250000 Penalty: 4584.576660
	Iteration 9Q: 3 clusters Score -1214219 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1214399.750000 Penalty: 4584.576660
	Iteration 10Q: 3 clusters Score -1214400 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1214559.875000 Penalty: 4584.576660
	Iteration 11Q: 3 clusters Score -1214560 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1214699.625000 Penalty: 4584.576660
	Iteration 12Q: 3 clusters Score -1214700 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1214815.375000 Penalty: 4584.576660
	Iteration 13Q: 3 clusters Score -1214815 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1214924.750000 Penalty: 4584.576660
	Iteration 14Q: 3 clusters Score -1214925 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1215034.000000 Penalty: 4584.576660
	Iteration 15Q: 3 clusters Score -1215034 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1215134.500000 Penalty: 4584.576660
	Iteration 16Q: 3 clusters Score -1215134 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1215252.500000 Penalty: 4584.576660
	Iteration 17Q: 3 clusters Score -1215252 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1215364.875000 Penalty: 4584.576660
	Iteration 18Q: 3 clusters Score -1215365 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1215468.125000 Penalty: 4584.576660
	Iteration 19Q: 3 clusters Score -1215468 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1215558.750000 Penalty: 4584.576660
	Iteration 20F: 3 clusters Score -1215559 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1215648.375000 Penalty: 4584.576660
	Iteration 21Q: 3 clusters Score -1215648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1215738.125000 Penalty: 4584.576660
	Iteration 22Q: 3 clusters Score -1215738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1215809.875000 Penalty: 4584.576660
	Iteration 23Q: 3 clusters Score -1215810 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1215888.375000 Penalty: 4584.576660
	Iteration 24Q: 3 clusters Score -1215888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1215946.750000 Penalty: 4584.576660
	Iteration 25Q: 3 clusters Score -1215947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1216016.250000 Penalty: 4584.576660
	Iteration 26Q: 3 clusters Score -1216016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1216061.000000 Penalty: 4584.576660
	Iteration 27Q: 3 clusters Score -1216061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1216097.125000 Penalty: 4584.576660
	Iteration 28Q: 3 clusters Score -1216097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1216119.625000 Penalty: 4584.576660
	Iteration 29Q: 3 clusters Score -1216120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1216134.250000 Penalty: 4584.576660
	Iteration 30Q: 3 clusters Score -1216134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1216156.125000 Penalty: 4584.576660
	Iteration 31Q: 3 clusters Score -1216156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1216174.875000 Penalty: 4584.576660
	Iteration 32Q: 3 clusters Score -1216175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1216194.125000 Penalty: 4584.576660
	Iteration 33Q: 3 clusters Score -1216194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1216205.000000 Penalty: 4584.576660
	Iteration 34Q: 3 clusters Score -1216205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1216222.375000 Penalty: 4584.576660
	Iteration 35Q: 3 clusters Score -1216222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1216243.500000 Penalty: 4584.576660
	Iteration 36Q: 3 clusters Score -1216244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1216281.000000 Penalty: 4584.576660
	Iteration 37Q: 3 clusters Score -1216281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1216295.500000 Penalty: 4584.576660
	Iteration 38Q: 3 clusters Score -1216296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1216306.375000 Penalty: 4584.576660
	Iteration 39Q: 3 clusters Score -1216306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1216313.750000 Penalty: 4584.576660
	Iteration 40F: 3 clusters Score -1216314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1216327.375000 Penalty: 4584.576660
	Iteration 41Q: 3 clusters Score -1216327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1216334.375000 Penalty: 4584.576660
	Iteration 42Q: 3 clusters Score -1216334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1216338.500000 Penalty: 4584.576660
	Iteration 43Q: 3 clusters Score -1216338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1216339.750000 Penalty: 4584.576660
	Iteration 44Q: 3 clusters Score -1216340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1216345.000000 Penalty: 4584.576660
	Iteration 45Q: 3 clusters Score -1216345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1216344.125000 Penalty: 4584.576660
	Iteration 46Q: 3 clusters Score -1216344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1216346.375000 Penalty: 4584.576660
	Iteration 47Q: 3 clusters Score -1216346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1216346.875000 Penalty: 4584.576660
	Iteration 48Q: 3 clusters Score -1216347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1216346.125000 Penalty: 4584.576660
	Iteration 49Q: 3 clusters Score -1216346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1216347.250000 Penalty: 4584.576660
	Iteration 50Q: 3 clusters Score -1216347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1216349.250000 Penalty: 4584.576660
	Iteration 51Q: 3 clusters Score -1216349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1216350.250000 Penalty: 4584.576660
	Iteration 52Q: 3 clusters Score -1216350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1216350.250000 Penalty: 4584.576660
	Iteration 53F: 3 clusters Score -1216350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Entering Unmasked Estep 
Score: -1169156.500000 Penalty: 2269.767334
	Iteration 0F: 2 clusters Score -1169156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1161815.750000 Penalty: 4539.534668
	Iteration 0F: 3 clusters Score -1161816 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1163771.875000 Penalty: 4539.534668
	Iteration 1F: 3 clusters Score -1163772 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1164107.250000 Penalty: 4539.534668
	Iteration 2F: 3 clusters Score -1164107 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1164420.750000 Penalty: 4539.534668
	Iteration 3F: 3 clusters Score -1164421 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1164669.875000 Penalty: 4539.534668
	Iteration 4F: 3 clusters Score -1164670 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1164890.625000 Penalty: 4539.534668
	Iteration 5Q: 3 clusters Score -1164891 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1165100.625000 Penalty: 4539.534668
	Iteration 6Q: 3 clusters Score -1165101 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1165267.125000 Penalty: 4539.534668
	Iteration 7Q: 3 clusters Score -1165267 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1165389.875000 Penalty: 4539.534668
	Iteration 8Q: 3 clusters Score -1165390 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1165505.375000 Penalty: 4539.534668
	Iteration 9Q: 3 clusters Score -1165505 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1165612.125000 Penalty: 4539.534668
	Iteration 10Q: 3 clusters Score -1165612 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1165700.875000 Penalty: 4539.534668
	Iteration 11Q: 3 clusters Score -1165701 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1165795.750000 Penalty: 4539.534668
	Iteration 12Q: 3 clusters Score -1165796 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1165897.750000 Penalty: 4539.534668
	Iteration 13Q: 3 clusters Score -1165898 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1166009.375000 Penalty: 4539.534668
	Iteration 14Q: 3 clusters Score -1166009 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1166117.125000 Penalty: 4539.534668
	Iteration 15Q: 3 clusters Score -1166117 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1166212.250000 Penalty: 4539.534668
	Iteration 16Q: 3 clusters Score -1166212 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1166302.875000 Penalty: 4539.534668
	Iteration 17Q: 3 clusters Score -1166303 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1166386.250000 Penalty: 4539.534668
	Iteration 18Q: 3 clusters Score -1166386 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1166457.500000 Penalty: 4539.534668
	Iteration 19Q: 3 clusters Score -1166458 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1166540.500000 Penalty: 4539.534668
	Iteration 20F: 3 clusters Score -1166540 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1166617.625000 Penalty: 4539.534668
	Iteration 21Q: 3 clusters Score -1166618 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1166684.250000 Penalty: 4539.534668
	Iteration 22Q: 3 clusters Score -1166684 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1166765.250000 Penalty: 4539.534668
	Iteration 23Q: 3 clusters Score -1166765 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1166878.750000 Penalty: 4539.534668
	Iteration 24Q: 3 clusters Score -1166879 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1167003.875000 Penalty: 4539.534668
	Iteration 25Q: 3 clusters Score -1167004 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1167132.125000 Penalty: 4539.534668
	Iteration 26Q: 3 clusters Score -1167132 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1167272.250000 Penalty: 4539.534668
	Iteration 27Q: 3 clusters Score -1167272 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1167371.625000 Penalty: 4539.534668
	Iteration 28Q: 3 clusters Score -1167372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1167420.625000 Penalty: 4539.534668
	Iteration 29Q: 3 clusters Score -1167421 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1167459.875000 Penalty: 4539.534668
	Iteration 30Q: 3 clusters Score -1167460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1167481.500000 Penalty: 4539.534668
	Iteration 31Q: 3 clusters Score -1167482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1167493.000000 Penalty: 4539.534668
	Iteration 32Q: 3 clusters Score -1167493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1167502.625000 Penalty: 4539.534668
	Iteration 33Q: 3 clusters Score -1167503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1167512.875000 Penalty: 4539.534668
	Iteration 34Q: 3 clusters Score -1167513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1167518.125000 Penalty: 4539.534668
	Iteration 35Q: 3 clusters Score -1167518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1167523.375000 Penalty: 4539.534668
	Iteration 36Q: 3 clusters Score -1167523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1167530.625000 Penalty: 4539.534668
	Iteration 37Q: 3 clusters Score -1167531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1167533.625000 Penalty: 4539.534668
	Iteration 38Q: 3 clusters Score -1167534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1167537.000000 Penalty: 4539.534668
	Iteration 39Q: 3 clusters Score -1167537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1167539.000000 Penalty: 4539.534668
	Iteration 40F: 3 clusters Score -1167539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1167543.375000 Penalty: 4539.534668
	Iteration 41Q: 3 clusters Score -1167543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1167548.125000 Penalty: 4539.534668
	Iteration 42Q: 3 clusters Score -1167548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1167552.250000 Penalty: 4539.534668
	Iteration 43Q: 3 clusters Score -1167552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1167552.125000 Penalty: 4539.534668
	Iteration 44Q: 3 clusters Score -1167552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1167559.250000 Penalty: 4539.534668
	Iteration 45Q: 3 clusters Score -1167559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1167561.750000 Penalty: 4539.534668
	Iteration 46Q: 3 clusters Score -1167562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1167564.375000 Penalty: 4539.534668
	Iteration 47Q: 3 clusters Score -1167564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1167564.625000 Penalty: 4539.534668
	Iteration 48Q: 3 clusters Score -1167565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1167566.750000 Penalty: 4539.534668
	Iteration 49Q: 3 clusters Score -1167567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1167566.125000 Penalty: 4539.534668
	Iteration 50Q: 3 clusters Score -1167566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1167568.375000 Penalty: 4539.534668
	Iteration 51Q: 3 clusters Score -1167568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1167568.375000 Penalty: 4539.534668
	Iteration 52F: 3 clusters Score -1167568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -236157.906250 Penalty: 1887.859497
	Iteration 0F: 2 clusters Score -236157.9 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 1034 members 
Entering Unmasked Estep 
Score: -233572.515625 Penalty: 3775.718994
	Iteration 0F: 3 clusters Score -233572.5 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -234090.406250 Penalty: 3775.718994
	Iteration 1F: 3 clusters Score -234090.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -234229.812500 Penalty: 3775.718994
	Iteration 2F: 3 clusters Score -234229.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -234339.421875 Penalty: 3775.718994
	Iteration 3Q: 3 clusters Score -234339.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -234445.171875 Penalty: 3775.718994
	Iteration 4Q: 3 clusters Score -234445.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -234574.875000 Penalty: 3775.718994
	Iteration 5Q: 3 clusters Score -234574.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -234745.296875 Penalty: 3775.718994
	Iteration 6Q: 3 clusters Score -234745.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -234927.093750 Penalty: 3775.718994
	Iteration 7F: 3 clusters Score -234927.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -235073.406250 Penalty: 3775.718994
	Iteration 8F: 3 clusters Score -235073.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -235174.640625 Penalty: 3775.718994
	Iteration 9Q: 3 clusters Score -235174.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -235239.796875 Penalty: 3775.718994
	Iteration 10Q: 3 clusters Score -235239.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -235279.984375 Penalty: 3775.718994
	Iteration 11Q: 3 clusters Score -235280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -235297.546875 Penalty: 3775.718994
	Iteration 12Q: 3 clusters Score -235297.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -235310.296875 Penalty: 3775.718994
	Iteration 13Q: 3 clusters Score -235310.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -235316.093750 Penalty: 3775.718994
	Iteration 14Q: 3 clusters Score -235316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -235318.046875 Penalty: 3775.718994
	Iteration 15Q: 3 clusters Score -235318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -235320.218750 Penalty: 3775.718994
	Iteration 16Q: 3 clusters Score -235320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -235322.718750 Penalty: 3775.718994
	Iteration 17Q: 3 clusters Score -235322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -235325.968750 Penalty: 3775.718994
	Iteration 18Q: 3 clusters Score -235326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -235328.562500 Penalty: 3775.718994
	Iteration 19Q: 3 clusters Score -235328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -235331.078125 Penalty: 3775.718994
	Iteration 20F: 3 clusters Score -235331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -235332.109375 Penalty: 3775.718994
	Iteration 21Q: 3 clusters Score -235332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -235332.031250 Penalty: 3775.718994
	Iteration 22Q: 3 clusters Score -235332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -235332.031250 Penalty: 3775.718994
	Iteration 23F: 3 clusters Score -235332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -257539.156250 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -257539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254816.218750 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -254816.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -255323.515625 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -255323.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -255490.453125 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -255490.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -255623.843750 Penalty: 3821.363037
	Iteration 3F: 3 clusters Score -255623.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255773.281250 Penalty: 3821.363037
	Iteration 4Q: 3 clusters Score -255773.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255897.187500 Penalty: 3821.363037
	Iteration 5Q: 3 clusters Score -255897.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -256009.328125 Penalty: 3821.363037
	Iteration 6Q: 3 clusters Score -256009.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -256120.828125 Penalty: 3821.363037
	Iteration 7Q: 3 clusters Score -256120.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -256237.687500 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -256237.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -256353.421875 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -256353.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -256433.468750 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -256433.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -256487.812500 Penalty: 3821.363037
	Iteration 11Q: 3 clusters Score -256487.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -256540.500000 Penalty: 3821.363037
	Iteration 12Q: 3 clusters Score -256540.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -256584.265625 Penalty: 3821.363037
	Iteration 13Q: 3 clusters Score -256584.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -256616.203125 Penalty: 3821.363037
	Iteration 14Q: 3 clusters Score -256616.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -256633.078125 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -256633.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -256652.437500 Penalty: 3821.363037
	Iteration 16Q: 3 clusters Score -256652.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256672.796875 Penalty: 3821.363037
	Iteration 17Q: 3 clusters Score -256672.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256685.515625 Penalty: 3821.363037
	Iteration 18Q: 3 clusters Score -256685.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -256689.125000 Penalty: 3821.363037
	Iteration 19Q: 3 clusters Score -256689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -256692.421875 Penalty: 3821.363037
	Iteration 20F: 3 clusters Score -256692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -256694.515625 Penalty: 3821.363037
	Iteration 21Q: 3 clusters Score -256694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -256698.593750 Penalty: 3821.363037
	Iteration 22Q: 3 clusters Score -256698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -256699.500000 Penalty: 3821.363037
	Iteration 23Q: 3 clusters Score -256699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256700.546875 Penalty: 3821.363037
	Iteration 24Q: 3 clusters Score -256700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256700.546875 Penalty: 3821.363037
	Iteration 25F: 3 clusters Score -256700.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -824206.562500 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -824206.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -818766.000000 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -818766 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -820224.750000 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -820224.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -820576.000000 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -820576 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -820898.437500 Penalty: 4348.981445
	Iteration 3F: 3 clusters Score -820898.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -821223.125000 Penalty: 4348.981445
	Iteration 4F: 3 clusters Score -821223.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -821669.312500 Penalty: 4348.981445
	Iteration 5F: 3 clusters Score -821669.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -822247.187500 Penalty: 4348.981445
	Iteration 6F: 3 clusters Score -822247.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -822707.562500 Penalty: 4348.981445
	Iteration 7F: 3 clusters Score -822707.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -823023.875000 Penalty: 4348.981445
	Iteration 8F: 3 clusters Score -823023.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -823186.250000 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -823186.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -823278.437500 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -823278.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -823337.625000 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -823337.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -823368.937500 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -823368.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -823402.687500 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -823402.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -823422.187500 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -823422.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -823444.312500 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -823444.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -823470.750000 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -823470.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -823490.000000 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -823490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -823515.187500 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -823515.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -823551.125000 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -823551.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -823580.500000 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -823580.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -823611.687500 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -823611.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -823627.500000 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -823627.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -823636.625000 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -823636.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -823643.000000 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -823643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -823664.250000 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -823664.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -823679.562500 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -823679.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -823690.000000 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -823690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -823692.000000 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -823692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -823693.250000 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -823693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -823693.500000 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -823693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -823694.187500 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -823694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -823697.625000 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -823697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -823698.562500 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -823698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -823698.562500 Penalty: 4348.981445
	Iteration 34F: 3 clusters Score -823698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -434558.437500 Penalty: 2030.726074
	Iteration 0F: 2 clusters Score -434558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -430882.937500 Penalty: 4061.452148
	Iteration 0F: 3 clusters Score -430882.9 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -431680.656250 Penalty: 4061.452148
	Iteration 1F: 3 clusters Score -431680.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -431874.875000 Penalty: 4061.452148
	Iteration 2F: 3 clusters Score -431874.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -431985.968750 Penalty: 4061.452148
	Iteration 3Q: 3 clusters Score -431986 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -432079.218750 Penalty: 4061.452148
	Iteration 4Q: 3 clusters Score -432079.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -432147.843750 Penalty: 4061.452148
	Iteration 5Q: 3 clusters Score -432147.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -432189.718750 Penalty: 4061.452148
	Iteration 6Q: 3 clusters Score -432189.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -432220.750000 Penalty: 4061.452148
	Iteration 7Q: 3 clusters Score -432220.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -432251.718750 Penalty: 4061.452148
	Iteration 8Q: 3 clusters Score -432251.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -432275.562500 Penalty: 4061.452148
	Iteration 9Q: 3 clusters Score -432275.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -432306.968750 Penalty: 4061.452148
	Iteration 10Q: 3 clusters Score -432307 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -432334.812500 Penalty: 4061.452148
	Iteration 11Q: 3 clusters Score -432334.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -432360.968750 Penalty: 4061.452148
	Iteration 12Q: 3 clusters Score -432361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -432380.718750 Penalty: 4061.452148
	Iteration 13Q: 3 clusters Score -432380.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -432400.375000 Penalty: 4061.452148
	Iteration 14Q: 3 clusters Score -432400.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -432417.125000 Penalty: 4061.452148
	Iteration 15Q: 3 clusters Score -432417.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -432434.250000 Penalty: 4061.452148
	Iteration 16Q: 3 clusters Score -432434.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -432449.875000 Penalty: 4061.452148
	Iteration 17Q: 3 clusters Score -432449.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -432463.812500 Penalty: 4061.452148
	Iteration 18Q: 3 clusters Score -432463.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -432471.906250 Penalty: 4061.452148
	Iteration 19Q: 3 clusters Score -432471.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -432478.625000 Penalty: 4061.452148
	Iteration 20F: 3 clusters Score -432478.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -432486.000000 Penalty: 4061.452148
	Iteration 21Q: 3 clusters Score -432486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -432498.093750 Penalty: 4061.452148
	Iteration 22Q: 3 clusters Score -432498.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -432510.875000 Penalty: 4061.452148
	Iteration 23Q: 3 clusters Score -432510.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -432519.843750 Penalty: 4061.452148
	Iteration 24Q: 3 clusters Score -432519.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -432529.312500 Penalty: 4061.452148
	Iteration 25Q: 3 clusters Score -432529.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -432537.406250 Penalty: 4061.452148
	Iteration 26Q: 3 clusters Score -432537.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -432544.218750 Penalty: 4061.452148
	Iteration 27Q: 3 clusters Score -432544.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -432549.718750 Penalty: 4061.452148
	Iteration 28Q: 3 clusters Score -432549.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -432558.000000 Penalty: 4061.452148
	Iteration 29Q: 3 clusters Score -432558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -432563.406250 Penalty: 4061.452148
	Iteration 30Q: 3 clusters Score -432563.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -432571.031250 Penalty: 4061.452148
	Iteration 31Q: 3 clusters Score -432571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -432575.187500 Penalty: 4061.452148
	Iteration 32Q: 3 clusters Score -432575.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -432583.093750 Penalty: 4061.452148
	Iteration 33Q: 3 clusters Score -432583.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -432593.437500 Penalty: 4061.452148
	Iteration 34Q: 3 clusters Score -432593.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -432603.406250 Penalty: 4061.452148
	Iteration 35Q: 3 clusters Score -432603.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -432614.437500 Penalty: 4061.452148
	Iteration 36Q: 3 clusters Score -432614.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -432625.875000 Penalty: 4061.452148
	Iteration 37Q: 3 clusters Score -432625.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -432635.062500 Penalty: 4061.452148
	Iteration 38Q: 3 clusters Score -432635.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -432644.250000 Penalty: 4061.452148
	Iteration 39Q: 3 clusters Score -432644.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -432651.531250 Penalty: 4061.452148
	Iteration 40F: 3 clusters Score -432651.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -432658.843750 Penalty: 4061.452148
	Iteration 41Q: 3 clusters Score -432658.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -432667.343750 Penalty: 4061.452148
	Iteration 42Q: 3 clusters Score -432667.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -432674.875000 Penalty: 4061.452148
	Iteration 43Q: 3 clusters Score -432674.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -432680.406250 Penalty: 4061.452148
	Iteration 44Q: 3 clusters Score -432680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -432684.656250 Penalty: 4061.452148
	Iteration 45Q: 3 clusters Score -432684.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -432692.468750 Penalty: 4061.452148
	Iteration 46Q: 3 clusters Score -432692.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -432699.437500 Penalty: 4061.452148
	Iteration 47Q: 3 clusters Score -432699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -432702.625000 Penalty: 4061.452148
	Iteration 48Q: 3 clusters Score -432702.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -432712.343750 Penalty: 4061.452148
	Iteration 49Q: 3 clusters Score -432712.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -432722.250000 Penalty: 4061.452148
	Iteration 50Q: 3 clusters Score -432722.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -432729.000000 Penalty: 4061.452148
	Iteration 51Q: 3 clusters Score -432729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -432734.687500 Penalty: 4061.452148
	Iteration 52Q: 3 clusters Score -432734.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -432738.593750 Penalty: 4061.452148
	Iteration 53Q: 3 clusters Score -432738.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -432744.875000 Penalty: 4061.452148
	Iteration 54Q: 3 clusters Score -432744.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -432751.156250 Penalty: 4061.452148
	Iteration 55Q: 3 clusters Score -432751.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -432758.125000 Penalty: 4061.452148
	Iteration 56Q: 3 clusters Score -432758.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -432765.625000 Penalty: 4061.452148
	Iteration 57Q: 3 clusters Score -432765.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -432780.125000 Penalty: 4061.452148
	Iteration 58Q: 3 clusters Score -432780.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -432798.000000 Penalty: 4061.452148
	Iteration 59Q: 3 clusters Score -432798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -432812.531250 Penalty: 4061.452148
	Iteration 60F: 3 clusters Score -432812.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -432821.343750 Penalty: 4061.452148
	Iteration 61Q: 3 clusters Score -432821.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -432832.968750 Penalty: 4061.452148
	Iteration 62Q: 3 clusters Score -432833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -432842.312500 Penalty: 4061.452148
	Iteration 63Q: 3 clusters Score -432842.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -432848.906250 Penalty: 4061.452148
	Iteration 64Q: 3 clusters Score -432848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -432853.218750 Penalty: 4061.452148
	Iteration 65Q: 3 clusters Score -432853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -432858.218750 Penalty: 4061.452148
	Iteration 66Q: 3 clusters Score -432858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -432861.312500 Penalty: 4061.452148
	Iteration 67Q: 3 clusters Score -432861.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -432866.687500 Penalty: 4061.452148
	Iteration 68Q: 3 clusters Score -432866.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -432871.093750 Penalty: 4061.452148
	Iteration 69Q: 3 clusters Score -432871.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -432875.468750 Penalty: 4061.452148
	Iteration 70Q: 3 clusters Score -432875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -432879.750000 Penalty: 4061.452148
	Iteration 71Q: 3 clusters Score -432879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -432880.312500 Penalty: 4061.452148
	Iteration 72Q: 3 clusters Score -432880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -432881.187500 Penalty: 4061.452148
	Iteration 73Q: 3 clusters Score -432881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -432881.687500 Penalty: 4061.452148
	Iteration 74Q: 3 clusters Score -432881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -432883.625000 Penalty: 4061.452148
	Iteration 75Q: 3 clusters Score -432883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -432886.750000 Penalty: 4061.452148
	Iteration 76Q: 3 clusters Score -432886.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -432889.093750 Penalty: 4061.452148
	Iteration 77Q: 3 clusters Score -432889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -432890.875000 Penalty: 4061.452148
	Iteration 78Q: 3 clusters Score -432890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -432890.875000 Penalty: 4061.452148
	Iteration 79F: 3 clusters Score -432890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Entering Unmasked Estep 
Score: -4846927.500000 Penalty: 2615.740234
	Iteration 0F: 2 clusters Score -4846928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4821047.500000 Penalty: 5231.480469
	Iteration 0F: 3 clusters Score -4821048 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4830730.000000 Penalty: 5231.480469
	Iteration 1F: 3 clusters Score -4830730 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4831387.500000 Penalty: 5231.480469
	Iteration 2Q: 3 clusters Score -4831388 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4832204.000000 Penalty: 5231.480469
	Iteration 3Q: 3 clusters Score -4832204 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4833207.500000 Penalty: 5231.480469
	Iteration 4F: 3 clusters Score -4833208 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4834711.500000 Penalty: 5231.480469
	Iteration 5F: 3 clusters Score -4834712 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -4836545.500000 Penalty: 5231.480469
	Iteration 6F: 3 clusters Score -4836546 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4838371.000000 Penalty: 5231.480469
	Iteration 7F: 3 clusters Score -4838371 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -4840069.500000 Penalty: 5231.480469
	Iteration 8F: 3 clusters Score -4840070 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4841794.500000 Penalty: 5231.480469
	Iteration 9F: 3 clusters Score -4841794 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -4843316.000000 Penalty: 5231.480469
	Iteration 10Q: 3 clusters Score -4843316 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4844386.500000 Penalty: 5231.480469
	Iteration 11Q: 3 clusters Score -4844386 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4844978.500000 Penalty: 5231.480469
	Iteration 12Q: 3 clusters Score -4844978 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -4845354.500000 Penalty: 5231.480469
	Iteration 13Q: 3 clusters Score -4845354 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4845577.500000 Penalty: 5231.480469
	Iteration 14Q: 3 clusters Score -4845578 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4845730.500000 Penalty: 5231.480469
	Iteration 15Q: 3 clusters Score -4845730 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4845879.500000 Penalty: 5231.480469
	Iteration 16Q: 3 clusters Score -4845880 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4846001.000000 Penalty: 5231.480469
	Iteration 17Q: 3 clusters Score -4846001 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4846089.000000 Penalty: 5231.480469
	Iteration 18Q: 3 clusters Score -4846089 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4846161.500000 Penalty: 5231.480469
	Iteration 19Q: 3 clusters Score -4846162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4846224.000000 Penalty: 5231.480469
	Iteration 20F: 3 clusters Score -4846224 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4846272.500000 Penalty: 5231.480469
	Iteration 21Q: 3 clusters Score -4846272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4846292.500000 Penalty: 5231.480469
	Iteration 22Q: 3 clusters Score -4846292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4846309.500000 Penalty: 5231.480469
	Iteration 23Q: 3 clusters Score -4846310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4846321.500000 Penalty: 5231.480469
	Iteration 24Q: 3 clusters Score -4846322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4846343.000000 Penalty: 5231.480469
	Iteration 25Q: 3 clusters Score -4846343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4846350.500000 Penalty: 5231.480469
	Iteration 26Q: 3 clusters Score -4846350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4846350.500000 Penalty: 5231.480469
	Iteration 27Q: 3 clusters Score -4846350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4846353.500000 Penalty: 5231.480469
	Iteration 28Q: 3 clusters Score -4846354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4846355.000000 Penalty: 5231.480469
	Iteration 29Q: 3 clusters Score -4846355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4846362.000000 Penalty: 5231.480469
	Iteration 30Q: 3 clusters Score -4846362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4846364.000000 Penalty: 5231.480469
	Iteration 31Q: 3 clusters Score -4846364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4846360.500000 Penalty: 5231.480469
	Iteration 32Q: 3 clusters Score -4846360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4846377.000000 Penalty: 5231.480469
	Iteration 33Q: 3 clusters Score -4846377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4846380.500000 Penalty: 5231.480469
	Iteration 34Q: 3 clusters Score -4846380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4846378.500000 Penalty: 5231.480469
	Iteration 35Q: 3 clusters Score -4846378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4846377.500000 Penalty: 5231.480469
	Iteration 36Q: 3 clusters Score -4846378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4846387.500000 Penalty: 5231.480469
	Iteration 37Q: 3 clusters Score -4846388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4846399.000000 Penalty: 5231.480469
	Iteration 38Q: 3 clusters Score -4846399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4846403.000000 Penalty: 5231.480469
	Iteration 39Q: 3 clusters Score -4846403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4846403.000000 Penalty: 5231.480469
	Iteration 40F: 3 clusters Score -4846403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4846395.500000 Penalty: 5231.480469
	Iteration 41Q: 3 clusters Score -4846396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4846400.000000 Penalty: 5231.480469
	Iteration 42Q: 3 clusters Score -4846400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4846394.500000 Penalty: 5231.480469
	Iteration 43Q: 3 clusters Score -4846394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4846394.500000 Penalty: 5231.480469
	Iteration 44F: 3 clusters Score -4846394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Entering Unmasked Estep 
Score: -7226746.500000 Penalty: 2713.575439
	Iteration 0F: 2 clusters Score -7226746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -7188829.000000 Penalty: 5427.150879
	Iteration 0F: 3 clusters Score -7188829 nChanged 26137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -7203769.000000 Penalty: 5427.150879
	Iteration 1F: 3 clusters Score -7203769 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -7205155.000000 Penalty: 5427.150879
	Iteration 2F: 3 clusters Score -7205155 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -7207267.000000 Penalty: 5427.150879
	Iteration 3F: 3 clusters Score -7207267 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -7210211.000000 Penalty: 5427.150879
	Iteration 4F: 3 clusters Score -7210211 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -7213942.500000 Penalty: 5427.150879
	Iteration 5F: 3 clusters Score -7213942 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -7217455.500000 Penalty: 5427.150879
	Iteration 6F: 3 clusters Score -7217456 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -7220330.500000 Penalty: 5427.150879
	Iteration 7F: 3 clusters Score -7220330 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -7222402.500000 Penalty: 5427.150879
	Iteration 8Q: 3 clusters Score -7222402 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -7223488.500000 Penalty: 5427.150879
	Iteration 9Q: 3 clusters Score -7223488 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -7224110.000000 Penalty: 5427.150879
	Iteration 10Q: 3 clusters Score -7224110 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -7224435.500000 Penalty: 5427.150879
	Iteration 11Q: 3 clusters Score -7224436 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -7224609.000000 Penalty: 5427.150879
	Iteration 12Q: 3 clusters Score -7224609 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -7224698.500000 Penalty: 5427.150879
	Iteration 13Q: 3 clusters Score -7224698 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -7224771.500000 Penalty: 5427.150879
	Iteration 14Q: 3 clusters Score -7224772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -7224797.500000 Penalty: 5427.150879
	Iteration 15Q: 3 clusters Score -7224798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -7224824.500000 Penalty: 5427.150879
	Iteration 16Q: 3 clusters Score -7224824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -7224846.500000 Penalty: 5427.150879
	Iteration 17Q: 3 clusters Score -7224846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -7224863.500000 Penalty: 5427.150879
	Iteration 18Q: 3 clusters Score -7224864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -7224882.500000 Penalty: 5427.150879
	Iteration 19Q: 3 clusters Score -7224882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -7224890.500000 Penalty: 5427.150879
	Iteration 20F: 3 clusters Score -7224890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -7224892.000000 Penalty: 5427.150879
	Iteration 21Q: 3 clusters Score -7224892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -7224892.500000 Penalty: 5427.150879
	Iteration 22Q: 3 clusters Score -7224892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -7224904.000000 Penalty: 5427.150879
	Iteration 23Q: 3 clusters Score -7224904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -7224903.000000 Penalty: 5427.150879
	Iteration 24Q: 3 clusters Score -7224903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -7224907.000000 Penalty: 5427.150879
	Iteration 25Q: 3 clusters Score -7224907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -7224919.000000 Penalty: 5427.150879
	Iteration 26Q: 3 clusters Score -7224919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -7224912.000000 Penalty: 5427.150879
	Iteration 27Q: 3 clusters Score -7224912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -7224926.000000 Penalty: 5427.150879
	Iteration 28Q: 3 clusters Score -7224926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -7224921.500000 Penalty: 5427.150879
	Iteration 29Q: 3 clusters Score -7224922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -7224928.000000 Penalty: 5427.150879
	Iteration 30Q: 3 clusters Score -7224928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -7224934.000000 Penalty: 5427.150879
	Iteration 31Q: 3 clusters Score -7224934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -7224937.000000 Penalty: 5427.150879
	Iteration 32Q: 3 clusters Score -7224937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -7224941.000000 Penalty: 5427.150879
	Iteration 33Q: 3 clusters Score -7224941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -7224939.000000 Penalty: 5427.150879
	Iteration 34Q: 3 clusters Score -7224939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -7224940.500000 Penalty: 5427.150879
	Iteration 35Q: 3 clusters Score -7224940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -7224939.000000 Penalty: 5427.150879
	Iteration 36Q: 3 clusters Score -7224939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -7224941.000000 Penalty: 5427.150879
	Iteration 37Q: 3 clusters Score -7224941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -7224946.000000 Penalty: 5427.150879
	Iteration 38Q: 3 clusters Score -7224946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -7224947.500000 Penalty: 5427.150879
	Iteration 39Q: 3 clusters Score -7224948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -7224943.000000 Penalty: 5427.150879
	Iteration 40F: 3 clusters Score -7224943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Entering Unmasked Estep 
Score: -4070749.500000 Penalty: 2572.152588
	Iteration 0F: 2 clusters Score -4070750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -4048861.750000 Penalty: 5144.305176
	Iteration 0F: 3 clusters Score -4048862 nChanged 14507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4056653.000000 Penalty: 5144.305176
	Iteration 1F: 3 clusters Score -4056653 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4057058.000000 Penalty: 5144.305176
	Iteration 2Q: 3 clusters Score -4057058 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4057339.500000 Penalty: 5144.305176
	Iteration 3Q: 3 clusters Score -4057340 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -4057579.000000 Penalty: 5144.305176
	Iteration 4Q: 3 clusters Score -4057579 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4057799.750000 Penalty: 5144.305176
	Iteration 5Q: 3 clusters Score -4057800 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -4058011.000000 Penalty: 5144.305176
	Iteration 6Q: 3 clusters Score -4058011 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4058258.750000 Penalty: 5144.305176
	Iteration 7Q: 3 clusters Score -4058259 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4058514.250000 Penalty: 5144.305176
	Iteration 8Q: 3 clusters Score -4058514 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4058888.500000 Penalty: 5144.305176
	Iteration 9Q: 3 clusters Score -4058888 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4059506.250000 Penalty: 5144.305176
	Iteration 10Q: 3 clusters Score -4059506 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4060484.750000 Penalty: 5144.305176
	Iteration 11F: 3 clusters Score -4060485 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -4061958.000000 Penalty: 5144.305176
	Iteration 12F: 3 clusters Score -4061958 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -4063816.000000 Penalty: 5144.305176
	Iteration 13F: 3 clusters Score -4063816 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -4065698.750000 Penalty: 5144.305176
	Iteration 14F: 3 clusters Score -4065699 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4067084.750000 Penalty: 5144.305176
	Iteration 15Q: 3 clusters Score -4067085 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4067856.750000 Penalty: 5144.305176
	Iteration 16Q: 3 clusters Score -4067857 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4068209.000000 Penalty: 5144.305176
	Iteration 17Q: 3 clusters Score -4068209 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4068398.000000 Penalty: 5144.305176
	Iteration 18Q: 3 clusters Score -4068398 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4068491.500000 Penalty: 5144.305176
	Iteration 19Q: 3 clusters Score -4068492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4068519.750000 Penalty: 5144.305176
	Iteration 20F: 3 clusters Score -4068520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4068534.000000 Penalty: 5144.305176
	Iteration 21Q: 3 clusters Score -4068534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4068543.250000 Penalty: 5144.305176
	Iteration 22Q: 3 clusters Score -4068543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4068551.750000 Penalty: 5144.305176
	Iteration 23Q: 3 clusters Score -4068552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4068559.000000 Penalty: 5144.305176
	Iteration 24Q: 3 clusters Score -4068559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4068565.250000 Penalty: 5144.305176
	Iteration 25Q: 3 clusters Score -4068565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4068573.750000 Penalty: 5144.305176
	Iteration 26Q: 3 clusters Score -4068574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4068580.000000 Penalty: 5144.305176
	Iteration 27Q: 3 clusters Score -4068580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -4068582.500000 Penalty: 5144.305176
	Iteration 28Q: 3 clusters Score -4068582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4068581.000000 Penalty: 5144.305176
	Iteration 29Q: 3 clusters Score -4068581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4068587.500000 Penalty: 5144.305176
	Iteration 30Q: 3 clusters Score -4068588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -4068592.750000 Penalty: 5144.305176
	Iteration 31Q: 3 clusters Score -4068593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -4068594.500000 Penalty: 5144.305176
	Iteration 32Q: 3 clusters Score -4068594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4068596.500000 Penalty: 5144.305176
	Iteration 33Q: 3 clusters Score -4068596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4068598.750000 Penalty: 5144.305176
	Iteration 34Q: 3 clusters Score -4068599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4068599.500000 Penalty: 5144.305176
	Iteration 35Q: 3 clusters Score -4068600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4068599.500000 Penalty: 5144.305176
	Iteration 36F: 3 clusters Score -4068600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -536759.500000 Penalty: 2068.610596
	Iteration 0F: 2 clusters Score -536759.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -532725.125000 Penalty: 4137.221191
	Iteration 0F: 3 clusters Score -532725.1 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -533583.312500 Penalty: 4137.221191
	Iteration 1F: 3 clusters Score -533583.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -533792.562500 Penalty: 4137.221191
	Iteration 2F: 3 clusters Score -533792.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -533919.062500 Penalty: 4137.221191
	Iteration 3Q: 3 clusters Score -533919.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -534007.562500 Penalty: 4137.221191
	Iteration 4Q: 3 clusters Score -534007.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -534066.250000 Penalty: 4137.221191
	Iteration 5Q: 3 clusters Score -534066.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -534107.125000 Penalty: 4137.221191
	Iteration 6Q: 3 clusters Score -534107.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -534141.500000 Penalty: 4137.221191
	Iteration 7Q: 3 clusters Score -534141.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -534171.937500 Penalty: 4137.221191
	Iteration 8Q: 3 clusters Score -534171.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -534191.062500 Penalty: 4137.221191
	Iteration 9Q: 3 clusters Score -534191.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -534207.125000 Penalty: 4137.221191
	Iteration 10Q: 3 clusters Score -534207.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -534221.500000 Penalty: 4137.221191
	Iteration 11Q: 3 clusters Score -534221.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -534230.875000 Penalty: 4137.221191
	Iteration 12Q: 3 clusters Score -534230.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -534241.562500 Penalty: 4137.221191
	Iteration 13Q: 3 clusters Score -534241.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -534248.437500 Penalty: 4137.221191
	Iteration 14Q: 3 clusters Score -534248.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -534256.187500 Penalty: 4137.221191
	Iteration 15Q: 3 clusters Score -534256.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -534265.312500 Penalty: 4137.221191
	Iteration 16Q: 3 clusters Score -534265.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -534273.312500 Penalty: 4137.221191
	Iteration 17Q: 3 clusters Score -534273.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -534278.562500 Penalty: 4137.221191
	Iteration 18Q: 3 clusters Score -534278.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -534283.625000 Penalty: 4137.221191
	Iteration 19Q: 3 clusters Score -534283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -534287.437500 Penalty: 4137.221191
	Iteration 20F: 3 clusters Score -534287.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -534289.500000 Penalty: 4137.221191
	Iteration 21Q: 3 clusters Score -534289.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -534292.562500 Penalty: 4137.221191
	Iteration 22Q: 3 clusters Score -534292.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -534294.875000 Penalty: 4137.221191
	Iteration 23Q: 3 clusters Score -534294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -534298.687500 Penalty: 4137.221191
	Iteration 24Q: 3 clusters Score -534298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -534301.687500 Penalty: 4137.221191
	Iteration 25Q: 3 clusters Score -534301.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -534304.312500 Penalty: 4137.221191
	Iteration 26Q: 3 clusters Score -534304.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -534308.875000 Penalty: 4137.221191
	Iteration 27Q: 3 clusters Score -534308.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -534313.500000 Penalty: 4137.221191
	Iteration 28Q: 3 clusters Score -534313.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -534316.187500 Penalty: 4137.221191
	Iteration 29Q: 3 clusters Score -534316.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -534318.750000 Penalty: 4137.221191
	Iteration 30Q: 3 clusters Score -534318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -534320.687500 Penalty: 4137.221191
	Iteration 31Q: 3 clusters Score -534320.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -534321.375000 Penalty: 4137.221191
	Iteration 32Q: 3 clusters Score -534321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -534323.000000 Penalty: 4137.221191
	Iteration 33Q: 3 clusters Score -534323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -534323.687500 Penalty: 4137.221191
	Iteration 34Q: 3 clusters Score -534323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -534324.437500 Penalty: 4137.221191
	Iteration 35Q: 3 clusters Score -534324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -534325.437500 Penalty: 4137.221191
	Iteration 36Q: 3 clusters Score -534325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -534327.062500 Penalty: 4137.221191
	Iteration 37Q: 3 clusters Score -534327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -534327.125000 Penalty: 4137.221191
	Iteration 38Q: 3 clusters Score -534327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -534328.687500 Penalty: 4137.221191
	Iteration 39Q: 3 clusters Score -534328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -534329.187500 Penalty: 4137.221191
	Iteration 40F: 3 clusters Score -534329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -534330.437500 Penalty: 4137.221191
	Iteration 41Q: 3 clusters Score -534330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -534331.812500 Penalty: 4137.221191
	Iteration 42Q: 3 clusters Score -534331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -534333.750000 Penalty: 4137.221191
	Iteration 43Q: 3 clusters Score -534333.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -534337.875000 Penalty: 4137.221191
	Iteration 44Q: 3 clusters Score -534337.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -534342.625000 Penalty: 4137.221191
	Iteration 45Q: 3 clusters Score -534342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -534349.687500 Penalty: 4137.221191
	Iteration 46Q: 3 clusters Score -534349.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -534357.437500 Penalty: 4137.221191
	Iteration 47Q: 3 clusters Score -534357.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -534365.625000 Penalty: 4137.221191
	Iteration 48Q: 3 clusters Score -534365.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -534369.812500 Penalty: 4137.221191
	Iteration 49Q: 3 clusters Score -534369.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -534372.375000 Penalty: 4137.221191
	Iteration 50Q: 3 clusters Score -534372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -534375.125000 Penalty: 4137.221191
	Iteration 51Q: 3 clusters Score -534375.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -534380.187500 Penalty: 4137.221191
	Iteration 52Q: 3 clusters Score -534380.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -534386.812500 Penalty: 4137.221191
	Iteration 53Q: 3 clusters Score -534386.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -534394.500000 Penalty: 4137.221191
	Iteration 54Q: 3 clusters Score -534394.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -534402.937500 Penalty: 4137.221191
	Iteration 55Q: 3 clusters Score -534402.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -534409.812500 Penalty: 4137.221191
	Iteration 56Q: 3 clusters Score -534409.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -534416.250000 Penalty: 4137.221191
	Iteration 57Q: 3 clusters Score -534416.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -534423.625000 Penalty: 4137.221191
	Iteration 58Q: 3 clusters Score -534423.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -534434.062500 Penalty: 4137.221191
	Iteration 59Q: 3 clusters Score -534434.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -534441.187500 Penalty: 4137.221191
	Iteration 60F: 3 clusters Score -534441.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -534447.875000 Penalty: 4137.221191
	Iteration 61Q: 3 clusters Score -534447.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -534453.687500 Penalty: 4137.221191
	Iteration 62Q: 3 clusters Score -534453.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -534461.187500 Penalty: 4137.221191
	Iteration 63Q: 3 clusters Score -534461.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -534469.187500 Penalty: 4137.221191
	Iteration 64Q: 3 clusters Score -534469.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -534475.000000 Penalty: 4137.221191
	Iteration 65Q: 3 clusters Score -534475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -534482.375000 Penalty: 4137.221191
	Iteration 66Q: 3 clusters Score -534482.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -534494.000000 Penalty: 4137.221191
	Iteration 67Q: 3 clusters Score -534494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -534506.375000 Penalty: 4137.221191
	Iteration 68Q: 3 clusters Score -534506.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -534512.187500 Penalty: 4137.221191
	Iteration 69Q: 3 clusters Score -534512.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -534519.437500 Penalty: 4137.221191
	Iteration 70Q: 3 clusters Score -534519.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -534524.625000 Penalty: 4137.221191
	Iteration 71Q: 3 clusters Score -534524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -534529.937500 Penalty: 4137.221191
	Iteration 72Q: 3 clusters Score -534529.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -534535.625000 Penalty: 4137.221191
	Iteration 73Q: 3 clusters Score -534535.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -534541.750000 Penalty: 4137.221191
	Iteration 74Q: 3 clusters Score -534541.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -534547.812500 Penalty: 4137.221191
	Iteration 75Q: 3 clusters Score -534547.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -534550.875000 Penalty: 4137.221191
	Iteration 76Q: 3 clusters Score -534550.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -534554.000000 Penalty: 4137.221191
	Iteration 77Q: 3 clusters Score -534554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -534559.187500 Penalty: 4137.221191
	Iteration 78Q: 3 clusters Score -534559.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -534563.562500 Penalty: 4137.221191
	Iteration 79Q: 3 clusters Score -534563.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -534565.687500 Penalty: 4137.221191
	Iteration 80F: 3 clusters Score -534565.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -534570.500000 Penalty: 4137.221191
	Iteration 81Q: 3 clusters Score -534570.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -534577.000000 Penalty: 4137.221191
	Iteration 82Q: 3 clusters Score -534577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -534583.812500 Penalty: 4137.221191
	Iteration 83Q: 3 clusters Score -534583.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -534593.687500 Penalty: 4137.221191
	Iteration 84Q: 3 clusters Score -534593.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -534603.687500 Penalty: 4137.221191
	Iteration 85Q: 3 clusters Score -534603.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -534617.437500 Penalty: 4137.221191
	Iteration 86Q: 3 clusters Score -534617.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -534631.500000 Penalty: 4137.221191
	Iteration 87Q: 3 clusters Score -534631.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -534648.687500 Penalty: 4137.221191
	Iteration 88Q: 3 clusters Score -534648.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -534669.937500 Penalty: 4137.221191
	Iteration 89Q: 3 clusters Score -534669.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -534691.437500 Penalty: 4137.221191
	Iteration 90Q: 3 clusters Score -534691.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -534714.500000 Penalty: 4137.221191
	Iteration 91Q: 3 clusters Score -534714.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -534744.437500 Penalty: 4137.221191
	Iteration 92Q: 3 clusters Score -534744.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -534766.750000 Penalty: 4137.221191
	Iteration 93Q: 3 clusters Score -534766.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -534788.562500 Penalty: 4137.221191
	Iteration 94Q: 3 clusters Score -534788.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -534800.312500 Penalty: 4137.221191
	Iteration 95Q: 3 clusters Score -534800.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -534813.750000 Penalty: 4137.221191
	Iteration 96Q: 3 clusters Score -534813.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -534827.625000 Penalty: 4137.221191
	Iteration 97Q: 3 clusters Score -534827.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -534838.875000 Penalty: 4137.221191
	Iteration 98Q: 3 clusters Score -534838.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -534854.000000 Penalty: 4137.221191
	Iteration 99Q: 3 clusters Score -534854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -534864.312500 Penalty: 4137.221191
	Iteration 100F: 3 clusters Score -534864.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -534872.062500 Penalty: 4137.221191
	Iteration 101Q: 3 clusters Score -534872.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -534883.500000 Penalty: 4137.221191
	Iteration 102Q: 3 clusters Score -534883.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -534892.812500 Penalty: 4137.221191
	Iteration 103Q: 3 clusters Score -534892.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -534903.000000 Penalty: 4137.221191
	Iteration 104Q: 3 clusters Score -534903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -534911.687500 Penalty: 4137.221191
	Iteration 105Q: 3 clusters Score -534911.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -534920.000000 Penalty: 4137.221191
	Iteration 106Q: 3 clusters Score -534920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -534926.625000 Penalty: 4137.221191
	Iteration 107Q: 3 clusters Score -534926.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -534930.437500 Penalty: 4137.221191
	Iteration 108Q: 3 clusters Score -534930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -534933.875000 Penalty: 4137.221191
	Iteration 109Q: 3 clusters Score -534933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -534936.187500 Penalty: 4137.221191
	Iteration 110Q: 3 clusters Score -534936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -534940.312500 Penalty: 4137.221191
	Iteration 111Q: 3 clusters Score -534940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -534943.250000 Penalty: 4137.221191
	Iteration 112Q: 3 clusters Score -534943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -534946.000000 Penalty: 4137.221191
	Iteration 113Q: 3 clusters Score -534946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -534946.937500 Penalty: 4137.221191
	Iteration 114Q: 3 clusters Score -534946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -534947.812500 Penalty: 4137.221191
	Iteration 115Q: 3 clusters Score -534947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -534951.187500 Penalty: 4137.221191
	Iteration 116Q: 3 clusters Score -534951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -534953.437500 Penalty: 4137.221191
	Iteration 117Q: 3 clusters Score -534953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -534953.437500 Penalty: 4137.221191
	Iteration 118F: 3 clusters Score -534953.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Entering Unmasked Estep 
Score: -1237198.125000 Penalty: 2273.962891
	Iteration 0F: 2 clusters Score -1237198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1229781.875000 Penalty: 4547.925781
	Iteration 0F: 3 clusters Score -1229782 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1232036.750000 Penalty: 4547.925781
	Iteration 1F: 3 clusters Score -1232037 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1232636.750000 Penalty: 4547.925781
	Iteration 2F: 3 clusters Score -1232637 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1233240.000000 Penalty: 4547.925781
	Iteration 3F: 3 clusters Score -1233240 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1233728.625000 Penalty: 4547.925781
	Iteration 4F: 3 clusters Score -1233729 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1234112.500000 Penalty: 4547.925781
	Iteration 5F: 3 clusters Score -1234112 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1234377.500000 Penalty: 4547.925781
	Iteration 6F: 3 clusters Score -1234378 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1234549.250000 Penalty: 4547.925781
	Iteration 7Q: 3 clusters Score -1234549 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1234720.125000 Penalty: 4547.925781
	Iteration 8Q: 3 clusters Score -1234720 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1234866.875000 Penalty: 4547.925781
	Iteration 9Q: 3 clusters Score -1234867 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1234991.125000 Penalty: 4547.925781
	Iteration 10Q: 3 clusters Score -1234991 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1235107.000000 Penalty: 4547.925781
	Iteration 11Q: 3 clusters Score -1235107 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1235213.125000 Penalty: 4547.925781
	Iteration 12Q: 3 clusters Score -1235213 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1235295.625000 Penalty: 4547.925781
	Iteration 13Q: 3 clusters Score -1235296 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1235366.375000 Penalty: 4547.925781
	Iteration 14Q: 3 clusters Score -1235366 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1235438.875000 Penalty: 4547.925781
	Iteration 15Q: 3 clusters Score -1235439 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1235520.375000 Penalty: 4547.925781
	Iteration 16Q: 3 clusters Score -1235520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1235604.000000 Penalty: 4547.925781
	Iteration 17Q: 3 clusters Score -1235604 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1235668.000000 Penalty: 4547.925781
	Iteration 18Q: 3 clusters Score -1235668 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1235715.000000 Penalty: 4547.925781
	Iteration 19Q: 3 clusters Score -1235715 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1235758.750000 Penalty: 4547.925781
	Iteration 20F: 3 clusters Score -1235759 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1235782.375000 Penalty: 4547.925781
	Iteration 21Q: 3 clusters Score -1235782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1235808.000000 Penalty: 4547.925781
	Iteration 22Q: 3 clusters Score -1235808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1235829.625000 Penalty: 4547.925781
	Iteration 23Q: 3 clusters Score -1235830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1235852.000000 Penalty: 4547.925781
	Iteration 24Q: 3 clusters Score -1235852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1235869.875000 Penalty: 4547.925781
	Iteration 25Q: 3 clusters Score -1235870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1235884.875000 Penalty: 4547.925781
	Iteration 26Q: 3 clusters Score -1235885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1235894.875000 Penalty: 4547.925781
	Iteration 27Q: 3 clusters Score -1235895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1235899.250000 Penalty: 4547.925781
	Iteration 28Q: 3 clusters Score -1235899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1235903.500000 Penalty: 4547.925781
	Iteration 29Q: 3 clusters Score -1235904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1235913.000000 Penalty: 4547.925781
	Iteration 30Q: 3 clusters Score -1235913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1235920.375000 Penalty: 4547.925781
	Iteration 31Q: 3 clusters Score -1235920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1235927.625000 Penalty: 4547.925781
	Iteration 32Q: 3 clusters Score -1235928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1235931.375000 Penalty: 4547.925781
	Iteration 33Q: 3 clusters Score -1235931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1235936.000000 Penalty: 4547.925781
	Iteration 34Q: 3 clusters Score -1235936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1235939.500000 Penalty: 4547.925781
	Iteration 35Q: 3 clusters Score -1235940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1235940.875000 Penalty: 4547.925781
	Iteration 36Q: 3 clusters Score -1235941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1235945.875000 Penalty: 4547.925781
	Iteration 37Q: 3 clusters Score -1235946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1235949.125000 Penalty: 4547.925781
	Iteration 38Q: 3 clusters Score -1235949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1235951.500000 Penalty: 4547.925781
	Iteration 39Q: 3 clusters Score -1235952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1235951.375000 Penalty: 4547.925781
	Iteration 40F: 3 clusters Score -1235951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1235953.875000 Penalty: 4547.925781
	Iteration 41Q: 3 clusters Score -1235954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1235955.125000 Penalty: 4547.925781
	Iteration 42Q: 3 clusters Score -1235955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1235955.000000 Penalty: 4547.925781
	Iteration 43Q: 3 clusters Score -1235955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1235958.250000 Penalty: 4547.925781
	Iteration 44Q: 3 clusters Score -1235958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1235958.125000 Penalty: 4547.925781
	Iteration 45Q: 3 clusters Score -1235958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1235962.125000 Penalty: 4547.925781
	Iteration 46Q: 3 clusters Score -1235962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1235966.875000 Penalty: 4547.925781
	Iteration 47Q: 3 clusters Score -1235967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1235971.875000 Penalty: 4547.925781
	Iteration 48Q: 3 clusters Score -1235972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1235970.875000 Penalty: 4547.925781
	Iteration 49Q: 3 clusters Score -1235971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1235975.250000 Penalty: 4547.925781
	Iteration 50Q: 3 clusters Score -1235975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1235978.875000 Penalty: 4547.925781
	Iteration 51Q: 3 clusters Score -1235979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1235981.000000 Penalty: 4547.925781
	Iteration 52Q: 3 clusters Score -1235981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1235981.500000 Penalty: 4547.925781
	Iteration 53Q: 3 clusters Score -1235982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1235979.625000 Penalty: 4547.925781
	Iteration 54Q: 3 clusters Score -1235980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1235979.625000 Penalty: 4547.925781
	Iteration 55F: 3 clusters Score -1235980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -43926.554688 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -43926.55 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 186 members 
Entering Unmasked Estep 
Score: -42540.468750 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -42540.47 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42769.023438 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -42769.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42889.945312 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -42889.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42972.910156 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -42972.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43028.886719 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -43028.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43044.019531 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -43044.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43044.019531 Penalty: 2986.427490
	Iteration 6F: 3 clusters Score -43044.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Entering Unmasked Estep 
Score: -3871100.500000 Penalty: 2578.371094
	Iteration 0F: 2 clusters Score -3871100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3848751.750000 Penalty: 5156.742188
	Iteration 0F: 3 clusters Score -3848752 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3857019.500000 Penalty: 5156.742188
	Iteration 1F: 3 clusters Score -3857020 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3858051.250000 Penalty: 5156.742188
	Iteration 2F: 3 clusters Score -3858051 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3859182.500000 Penalty: 5156.742188
	Iteration 3F: 3 clusters Score -3859182 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3860349.750000 Penalty: 5156.742188
	Iteration 4F: 3 clusters Score -3860350 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3861574.000000 Penalty: 5156.742188
	Iteration 5F: 3 clusters Score -3861574 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3862903.000000 Penalty: 5156.742188
	Iteration 6F: 3 clusters Score -3862903 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3864197.250000 Penalty: 5156.742188
	Iteration 7F: 3 clusters Score -3864197 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3865339.250000 Penalty: 5156.742188
	Iteration 8F: 3 clusters Score -3865339 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3866263.750000 Penalty: 5156.742188
	Iteration 9Q: 3 clusters Score -3866264 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3866920.750000 Penalty: 5156.742188
	Iteration 10Q: 3 clusters Score -3866921 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3867347.000000 Penalty: 5156.742188
	Iteration 11Q: 3 clusters Score -3867347 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3867661.750000 Penalty: 5156.742188
	Iteration 12Q: 3 clusters Score -3867662 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3867888.000000 Penalty: 5156.742188
	Iteration 13Q: 3 clusters Score -3867888 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3868096.750000 Penalty: 5156.742188
	Iteration 14Q: 3 clusters Score -3868097 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3868289.500000 Penalty: 5156.742188
	Iteration 15Q: 3 clusters Score -3868290 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3868463.750000 Penalty: 5156.742188
	Iteration 16Q: 3 clusters Score -3868464 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3868613.000000 Penalty: 5156.742188
	Iteration 17Q: 3 clusters Score -3868613 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3868762.750000 Penalty: 5156.742188
	Iteration 18Q: 3 clusters Score -3868763 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3868903.500000 Penalty: 5156.742188
	Iteration 19Q: 3 clusters Score -3868904 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3869036.250000 Penalty: 5156.742188
	Iteration 20F: 3 clusters Score -3869036 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3869154.500000 Penalty: 5156.742188
	Iteration 21Q: 3 clusters Score -3869154 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3869245.750000 Penalty: 5156.742188
	Iteration 22Q: 3 clusters Score -3869246 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3869360.500000 Penalty: 5156.742188
	Iteration 23Q: 3 clusters Score -3869360 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3869485.250000 Penalty: 5156.742188
	Iteration 24Q: 3 clusters Score -3869485 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3869610.250000 Penalty: 5156.742188
	Iteration 25Q: 3 clusters Score -3869610 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3869736.500000 Penalty: 5156.742188
	Iteration 26Q: 3 clusters Score -3869736 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3869893.500000 Penalty: 5156.742188
	Iteration 27Q: 3 clusters Score -3869894 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3870033.500000 Penalty: 5156.742188
	Iteration 28Q: 3 clusters Score -3870034 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3870126.750000 Penalty: 5156.742188
	Iteration 29Q: 3 clusters Score -3870127 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3870223.750000 Penalty: 5156.742188
	Iteration 30Q: 3 clusters Score -3870224 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3870297.500000 Penalty: 5156.742188
	Iteration 31Q: 3 clusters Score -3870298 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3870329.000000 Penalty: 5156.742188
	Iteration 32Q: 3 clusters Score -3870329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3870356.250000 Penalty: 5156.742188
	Iteration 33Q: 3 clusters Score -3870356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3870377.750000 Penalty: 5156.742188
	Iteration 34Q: 3 clusters Score -3870378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3870418.500000 Penalty: 5156.742188
	Iteration 35Q: 3 clusters Score -3870418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3870446.500000 Penalty: 5156.742188
	Iteration 36Q: 3 clusters Score -3870446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3870461.250000 Penalty: 5156.742188
	Iteration 37Q: 3 clusters Score -3870461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3870479.500000 Penalty: 5156.742188
	Iteration 38Q: 3 clusters Score -3870480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3870475.000000 Penalty: 5156.742188
	Iteration 39Q: 3 clusters Score -3870475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3870486.750000 Penalty: 5156.742188
	Iteration 40F: 3 clusters Score -3870487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3870497.250000 Penalty: 5156.742188
	Iteration 41Q: 3 clusters Score -3870497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3870498.750000 Penalty: 5156.742188
	Iteration 42Q: 3 clusters Score -3870499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3870512.750000 Penalty: 5156.742188
	Iteration 43Q: 3 clusters Score -3870513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3870515.500000 Penalty: 5156.742188
	Iteration 44Q: 3 clusters Score -3870516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3870515.500000 Penalty: 5156.742188
	Iteration 45Q: 3 clusters Score -3870516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3870515.000000 Penalty: 5156.742188
	Iteration 46Q: 3 clusters Score -3870515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3870520.250000 Penalty: 5156.742188
	Iteration 47Q: 3 clusters Score -3870520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3870516.250000 Penalty: 5156.742188
	Iteration 48Q: 3 clusters Score -3870516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3870518.000000 Penalty: 5156.742188
	Iteration 49Q: 3 clusters Score -3870518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3870512.750000 Penalty: 5156.742188
	Iteration 50Q: 3 clusters Score -3870513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3870518.750000 Penalty: 5156.742188
	Iteration 51Q: 3 clusters Score -3870519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3870525.250000 Penalty: 5156.742188
	Iteration 52Q: 3 clusters Score -3870525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3870523.500000 Penalty: 5156.742188
	Iteration 53Q: 3 clusters Score -3870524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3870529.000000 Penalty: 5156.742188
	Iteration 54Q: 3 clusters Score -3870529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3870523.750000 Penalty: 5156.742188
	Iteration 55Q: 3 clusters Score -3870524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3870526.250000 Penalty: 5156.742188
	Iteration 56Q: 3 clusters Score -3870526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3870527.000000 Penalty: 5156.742188
	Iteration 57Q: 3 clusters Score -3870527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3870530.000000 Penalty: 5156.742188
	Iteration 58Q: 3 clusters Score -3870530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3870529.750000 Penalty: 5156.742188
	Iteration 59Q: 3 clusters Score -3870530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3870531.500000 Penalty: 5156.742188
	Iteration 60F: 3 clusters Score -3870532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3870525.500000 Penalty: 5156.742188
	Iteration 61Q: 3 clusters Score -3870526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3870536.000000 Penalty: 5156.742188
	Iteration 62Q: 3 clusters Score -3870536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3870537.500000 Penalty: 5156.742188
	Iteration 63Q: 3 clusters Score -3870538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3870546.500000 Penalty: 5156.742188
	Iteration 64Q: 3 clusters Score -3870546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3870547.000000 Penalty: 5156.742188
	Iteration 65Q: 3 clusters Score -3870547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3870543.750000 Penalty: 5156.742188
	Iteration 66Q: 3 clusters Score -3870544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3870549.500000 Penalty: 5156.742188
	Iteration 67Q: 3 clusters Score -3870550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3870552.250000 Penalty: 5156.742188
	Iteration 68Q: 3 clusters Score -3870552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3870550.500000 Penalty: 5156.742188
	Iteration 69Q: 3 clusters Score -3870550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3870544.000000 Penalty: 5156.742188
	Iteration 70Q: 3 clusters Score -3870544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3870549.500000 Penalty: 5156.742188
	Iteration 71Q: 3 clusters Score -3870550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3870550.500000 Penalty: 5156.742188
	Iteration 72Q: 3 clusters Score -3870550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3870553.750000 Penalty: 5156.742188
	Iteration 73Q: 3 clusters Score -3870554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3870554.500000 Penalty: 5156.742188
	Iteration 74Q: 3 clusters Score -3870554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3870554.750000 Penalty: 5156.742188
	Iteration 75Q: 3 clusters Score -3870555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3870554.750000 Penalty: 5156.742188
	Iteration 76F: 3 clusters Score -3870555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -132884.687500 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -132884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -130837.468750 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -130837.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131179.796875 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -131179.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131296.875000 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -131296.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131369.953125 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -131370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131413.046875 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -131413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131434.796875 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -131434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131447.156250 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -131447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131454.937500 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -131454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131460.359375 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -131460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131465.140625 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -131465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131471.343750 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -131471.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131473.531250 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -131473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131475.468750 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -131475.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131477.312500 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -131477.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131483.046875 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -131483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131500.343750 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -131500.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131515.968750 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -131516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -131524.984375 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -131525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -131531.281250 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -131531.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -131538.281250 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -131538.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -131544.000000 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -131544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -131563.312500 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -131563.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -131579.875000 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -131579.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -131592.031250 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -131592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131609.843750 Penalty: 3514.606934
	Iteration 24Q: 3 clusters Score -131609.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -131633.828125 Penalty: 3514.606934
	Iteration 25Q: 3 clusters Score -131633.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -131663.578125 Penalty: 3514.606934
	Iteration 26Q: 3 clusters Score -131663.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -131690.593750 Penalty: 3514.606934
	Iteration 27Q: 3 clusters Score -131690.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131710.031250 Penalty: 3514.606934
	Iteration 28Q: 3 clusters Score -131710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -131724.906250 Penalty: 3514.606934
	Iteration 29Q: 3 clusters Score -131724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -131755.078125 Penalty: 3514.606934
	Iteration 30Q: 3 clusters Score -131755.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -131763.343750 Penalty: 3514.606934
	Iteration 31Q: 3 clusters Score -131763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -131766.250000 Penalty: 3514.606934
	Iteration 32Q: 3 clusters Score -131766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -131767.265625 Penalty: 3514.606934
	Iteration 33Q: 3 clusters Score -131767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -131767.265625 Penalty: 3514.606934
	Iteration 34F: 3 clusters Score -131767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Entering Unmasked Estep 
Score: -3227167.750000 Penalty: 2517.276611
	Iteration 0F: 2 clusters Score -3227168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3209489.000000 Penalty: 5034.553223
	Iteration 0F: 3 clusters Score -3209489 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3215721.000000 Penalty: 5034.553223
	Iteration 1F: 3 clusters Score -3215721 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3216146.750000 Penalty: 5034.553223
	Iteration 2Q: 3 clusters Score -3216147 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3216435.500000 Penalty: 5034.553223
	Iteration 3Q: 3 clusters Score -3216436 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3216682.500000 Penalty: 5034.553223
	Iteration 4Q: 3 clusters Score -3216682 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3216874.500000 Penalty: 5034.553223
	Iteration 5Q: 3 clusters Score -3216874 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3217022.750000 Penalty: 5034.553223
	Iteration 6Q: 3 clusters Score -3217023 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3217181.500000 Penalty: 5034.553223
	Iteration 7Q: 3 clusters Score -3217182 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3217344.000000 Penalty: 5034.553223
	Iteration 8Q: 3 clusters Score -3217344 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3217567.000000 Penalty: 5034.553223
	Iteration 9Q: 3 clusters Score -3217567 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3217783.750000 Penalty: 5034.553223
	Iteration 10Q: 3 clusters Score -3217784 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3218033.250000 Penalty: 5034.553223
	Iteration 11Q: 3 clusters Score -3218033 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3218347.000000 Penalty: 5034.553223
	Iteration 12Q: 3 clusters Score -3218347 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3218673.500000 Penalty: 5034.553223
	Iteration 13Q: 3 clusters Score -3218674 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3219077.750000 Penalty: 5034.553223
	Iteration 14Q: 3 clusters Score -3219078 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3219536.250000 Penalty: 5034.553223
	Iteration 15Q: 3 clusters Score -3219536 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3220092.250000 Penalty: 5034.553223
	Iteration 16Q: 3 clusters Score -3220092 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3220732.750000 Penalty: 5034.553223
	Iteration 17Q: 3 clusters Score -3220733 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3221434.000000 Penalty: 5034.553223
	Iteration 18Q: 3 clusters Score -3221434 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3222176.750000 Penalty: 5034.553223
	Iteration 19Q: 3 clusters Score -3222177 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3222843.750000 Penalty: 5034.553223
	Iteration 20F: 3 clusters Score -3222844 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3223451.250000 Penalty: 5034.553223
	Iteration 21Q: 3 clusters Score -3223451 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3223947.500000 Penalty: 5034.553223
	Iteration 22Q: 3 clusters Score -3223948 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3224373.000000 Penalty: 5034.553223
	Iteration 23Q: 3 clusters Score -3224373 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3224711.750000 Penalty: 5034.553223
	Iteration 24Q: 3 clusters Score -3224712 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3224920.500000 Penalty: 5034.553223
	Iteration 25Q: 3 clusters Score -3224920 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3225026.000000 Penalty: 5034.553223
	Iteration 26Q: 3 clusters Score -3225026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3225098.250000 Penalty: 5034.553223
	Iteration 27Q: 3 clusters Score -3225098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3225148.250000 Penalty: 5034.553223
	Iteration 28Q: 3 clusters Score -3225148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3225172.250000 Penalty: 5034.553223
	Iteration 29Q: 3 clusters Score -3225172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3225182.000000 Penalty: 5034.553223
	Iteration 30Q: 3 clusters Score -3225182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3225194.250000 Penalty: 5034.553223
	Iteration 31Q: 3 clusters Score -3225194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3225198.250000 Penalty: 5034.553223
	Iteration 32Q: 3 clusters Score -3225198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3225200.000000 Penalty: 5034.553223
	Iteration 33Q: 3 clusters Score -3225200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3225203.250000 Penalty: 5034.553223
	Iteration 34Q: 3 clusters Score -3225203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3225201.750000 Penalty: 5034.553223
	Iteration 35Q: 3 clusters Score -3225202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3225203.750000 Penalty: 5034.553223
	Iteration 36Q: 3 clusters Score -3225204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3225207.000000 Penalty: 5034.553223
	Iteration 37Q: 3 clusters Score -3225207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3225209.000000 Penalty: 5034.553223
	Iteration 38Q: 3 clusters Score -3225209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3225209.750000 Penalty: 5034.553223
	Iteration 39Q: 3 clusters Score -3225210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3225211.750000 Penalty: 5034.553223
	Iteration 40F: 3 clusters Score -3225212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3225213.000000 Penalty: 5034.553223
	Iteration 41Q: 3 clusters Score -3225213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3225220.250000 Penalty: 5034.553223
	Iteration 42Q: 3 clusters Score -3225220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3225225.750000 Penalty: 5034.553223
	Iteration 43Q: 3 clusters Score -3225226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3225223.500000 Penalty: 5034.553223
	Iteration 44Q: 3 clusters Score -3225224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3225228.500000 Penalty: 5034.553223
	Iteration 45Q: 3 clusters Score -3225228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3225227.250000 Penalty: 5034.553223
	Iteration 46Q: 3 clusters Score -3225227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3225228.750000 Penalty: 5034.553223
	Iteration 47Q: 3 clusters Score -3225229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3225229.250000 Penalty: 5034.553223
	Iteration 48Q: 3 clusters Score -3225229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3225227.250000 Penalty: 5034.553223
	Iteration 49Q: 3 clusters Score -3225227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3225227.250000 Penalty: 5034.553223
	Iteration 50F: 3 clusters Score -3225227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Entering Unmasked Estep 
Score: -2350400.750000 Penalty: 2436.354980
	Iteration 0F: 2 clusters Score -2350401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2337368.500000 Penalty: 4872.709961
	Iteration 0F: 3 clusters Score -2337368 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2341590.500000 Penalty: 4872.709961
	Iteration 1F: 3 clusters Score -2341590 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2341954.500000 Penalty: 4872.709961
	Iteration 2F: 3 clusters Score -2341954 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2342234.250000 Penalty: 4872.709961
	Iteration 3Q: 3 clusters Score -2342234 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2342453.750000 Penalty: 4872.709961
	Iteration 4Q: 3 clusters Score -2342454 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2342655.500000 Penalty: 4872.709961
	Iteration 5Q: 3 clusters Score -2342656 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2342838.750000 Penalty: 4872.709961
	Iteration 6Q: 3 clusters Score -2342839 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2343015.500000 Penalty: 4872.709961
	Iteration 7Q: 3 clusters Score -2343016 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2343186.000000 Penalty: 4872.709961
	Iteration 8Q: 3 clusters Score -2343186 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2343337.000000 Penalty: 4872.709961
	Iteration 9Q: 3 clusters Score -2343337 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2343489.500000 Penalty: 4872.709961
	Iteration 10Q: 3 clusters Score -2343490 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2343656.250000 Penalty: 4872.709961
	Iteration 11Q: 3 clusters Score -2343656 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2343859.250000 Penalty: 4872.709961
	Iteration 12Q: 3 clusters Score -2343859 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2344073.750000 Penalty: 4872.709961
	Iteration 13Q: 3 clusters Score -2344074 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2344307.000000 Penalty: 4872.709961
	Iteration 14Q: 3 clusters Score -2344307 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2344586.750000 Penalty: 4872.709961
	Iteration 15Q: 3 clusters Score -2344587 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2344946.750000 Penalty: 4872.709961
	Iteration 16Q: 3 clusters Score -2344947 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2345379.250000 Penalty: 4872.709961
	Iteration 17Q: 3 clusters Score -2345379 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2345889.250000 Penalty: 4872.709961
	Iteration 18Q: 3 clusters Score -2345889 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2346400.500000 Penalty: 4872.709961
	Iteration 19Q: 3 clusters Score -2346400 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2346893.750000 Penalty: 4872.709961
	Iteration 20F: 3 clusters Score -2346894 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2347302.250000 Penalty: 4872.709961
	Iteration 21Q: 3 clusters Score -2347302 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2347556.500000 Penalty: 4872.709961
	Iteration 22Q: 3 clusters Score -2347556 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2347745.000000 Penalty: 4872.709961
	Iteration 23Q: 3 clusters Score -2347745 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2347894.500000 Penalty: 4872.709961
	Iteration 24Q: 3 clusters Score -2347894 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2347997.250000 Penalty: 4872.709961
	Iteration 25Q: 3 clusters Score -2347997 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2348054.500000 Penalty: 4872.709961
	Iteration 26Q: 3 clusters Score -2348054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2348107.000000 Penalty: 4872.709961
	Iteration 27Q: 3 clusters Score -2348107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2348145.500000 Penalty: 4872.709961
	Iteration 28Q: 3 clusters Score -2348146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2348168.000000 Penalty: 4872.709961
	Iteration 29Q: 3 clusters Score -2348168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2348186.750000 Penalty: 4872.709961
	Iteration 30Q: 3 clusters Score -2348187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2348202.000000 Penalty: 4872.709961
	Iteration 31Q: 3 clusters Score -2348202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2348206.000000 Penalty: 4872.709961
	Iteration 32Q: 3 clusters Score -2348206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2348213.500000 Penalty: 4872.709961
	Iteration 33Q: 3 clusters Score -2348214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2348220.750000 Penalty: 4872.709961
	Iteration 34Q: 3 clusters Score -2348221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2348228.750000 Penalty: 4872.709961
	Iteration 35Q: 3 clusters Score -2348229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2348237.750000 Penalty: 4872.709961
	Iteration 36Q: 3 clusters Score -2348238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2348245.000000 Penalty: 4872.709961
	Iteration 37Q: 3 clusters Score -2348245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2348250.000000 Penalty: 4872.709961
	Iteration 38Q: 3 clusters Score -2348250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2348255.500000 Penalty: 4872.709961
	Iteration 39Q: 3 clusters Score -2348256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2348260.250000 Penalty: 4872.709961
	Iteration 40F: 3 clusters Score -2348260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2348263.250000 Penalty: 4872.709961
	Iteration 41Q: 3 clusters Score -2348263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2348262.250000 Penalty: 4872.709961
	Iteration 42Q: 3 clusters Score -2348262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2348264.750000 Penalty: 4872.709961
	Iteration 43Q: 3 clusters Score -2348265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2348264.500000 Penalty: 4872.709961
	Iteration 44Q: 3 clusters Score -2348264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2348264.750000 Penalty: 4872.709961
	Iteration 45Q: 3 clusters Score -2348265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2348264.000000 Penalty: 4872.709961
	Iteration 46Q: 3 clusters Score -2348264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2348266.750000 Penalty: 4872.709961
	Iteration 47Q: 3 clusters Score -2348267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2348266.250000 Penalty: 4872.709961
	Iteration 48Q: 3 clusters Score -2348266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2348266.250000 Penalty: 4872.709961
	Iteration 49F: 3 clusters Score -2348266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -63795.910156 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -63795.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62363.746094 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -62363.75 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62687.078125 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -62687.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62838.972656 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -62838.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62908.339844 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -62908.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62951.703125 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -62951.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62990.601562 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -62990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63028.785156 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -63028.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63073.937500 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -63073.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63111.363281 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -63111.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63198.433594 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -63198.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63322.828125 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -63322.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63363.394531 Penalty: 3117.854980
	Iteration 11Q: 3 clusters Score -63363.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63386.289062 Penalty: 3117.854980
	Iteration 12Q: 3 clusters Score -63386.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63414.414062 Penalty: 3117.854980
	Iteration 13Q: 3 clusters Score -63414.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63431.921875 Penalty: 3117.854980
	Iteration 14Q: 3 clusters Score -63431.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63447.414062 Penalty: 3117.854980
	Iteration 15Q: 3 clusters Score -63447.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63453.234375 Penalty: 3117.854980
	Iteration 16Q: 3 clusters Score -63453.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63461.253906 Penalty: 3117.854980
	Iteration 17Q: 3 clusters Score -63461.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63464.484375 Penalty: 3117.854980
	Iteration 18Q: 3 clusters Score -63464.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63467.617188 Penalty: 3117.854980
	Iteration 19Q: 3 clusters Score -63467.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63472.371094 Penalty: 3117.854980
	Iteration 20F: 3 clusters Score -63472.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63487.523438 Penalty: 3117.854980
	Iteration 21Q: 3 clusters Score -63487.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63487.523438 Penalty: 3117.854980
	Iteration 22F: 3 clusters Score -63487.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -82179.078125 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -82179.08 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 350 members 
Entering Unmasked Estep 
Score: -80533.500000 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -80533.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80780.226562 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -80780.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80915.148438 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -80915.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80995.828125 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -80995.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81054.093750 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -81054.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81089.929688 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -81089.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81113.976562 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -81113.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81131.445312 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -81131.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81153.257812 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -81153.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81164.453125 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -81164.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81175.351562 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -81175.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81180.132812 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -81180.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81180.593750 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -81180.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81180.593750 Penalty: 3234.228271
	Iteration 13F: 3 clusters Score -81180.59 nChanged 0
--- Evaluating fit on full set of 1884401 points ---
Entering Unmasked Estep 
Score: -234317760.000000 Penalty: 111084.835938
23->32 Clusters: Score -234317760.000000, best is -234341376.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 628133 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 27450 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 27328 members 
Mstep: Class 5 contains 27200 members 
Mstep: Class 6 contains 27480 members 
Mstep: Class 7 contains 27360 members 
Mstep: Class 8 contains 27231 members 
Mstep: Class 9 contains 27617 members 
Mstep: Class 10 contains 27147 members 
Mstep: Class 11 contains 27242 members 
Mstep: Class 12 contains 27160 members 
Mstep: Class 13 contains 27099 members 
Mstep: Class 14 contains 27219 members 
Mstep: Class 15 contains 27420 members 
Mstep: Class 16 contains 27470 members 
Mstep: Class 17 contains 27493 members 
Mstep: Class 18 contains 27359 members 
Mstep: Class 19 contains 27173 members 
Mstep: Class 20 contains 27321 members 
Mstep: Class 21 contains 27289 members 
Mstep: Class 22 contains 27220 members 
Mstep: Class 23 contains 27500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 132.078445 but Gain 3310.921875
Score: -72619400.000000 Penalty: 72840.367188
Iteration 0F: 23 clusters Score -7.26194e+07 nChanged 598068
Entering Unmasked Mstep 
Mstep: Class 0 contains 2756 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 16158 members 
Mstep: Class 3 contains 45578 members 
Mstep: Class 4 contains 10990 members 
Mstep: Class 5 contains 18644 members 
Mstep: Class 6 contains 19028 members 
Mstep: Class 7 contains 3437 members 
Mstep: Class 8 contains 10317 members 
Mstep: Class 9 contains 11062 members 
Mstep: Class 10 contains 32111 members 
Mstep: Class 11 contains 38794 members 
Mstep: Class 12 contains 14453 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 70694 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 149506 members 
Mstep: Class 18 contains 8986 members 
Mstep: Class 19 contains 2896 members 
Mstep: Class 20 contains 42824 members 
Mstep: Class 22 contains 5344 members 
Mstep: Class 23 contains 98937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1741.685547 but Gain 3310.929688
Score: -76307864.000000 Penalty: 69529.437500
Iteration 1F: 22 clusters Score -7.630786e+07 nChanged 281537
Entering Unmasked Mstep 
Mstep: Class 0 contains 771 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 27689 members 
Mstep: Class 3 contains 26789 members 
Mstep: Class 4 contains 19488 members 
Mstep: Class 5 contains 21265 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 33620 members 
Mstep: Class 11 contains 33809 members 
Mstep: Class 12 contains 30148 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 121179 members 
Mstep: Class 15 contains 10450 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 115680 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 18266 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 135083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77146448.000000 Penalty: 69529.437500
Iteration 2F: 22 clusters Score -7.714645e+07 nChanged 169248
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 33377 members 
Mstep: Class 3 contains 21695 members 
Mstep: Class 4 contains 34510 members 
Mstep: Class 5 contains 23554 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 30017 members 
Mstep: Class 11 contains 28218 members 
Mstep: Class 12 contains 40683 members 
Mstep: Class 13 contains 5653 members 
Mstep: Class 14 contains 143643 members 
Mstep: Class 15 contains 13272 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 87355 members 
Mstep: Class 18 contains 1719 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 9825 members 
Mstep: Class 22 contains 5699 members 
Mstep: Class 23 contains 132404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77455456.000000 Penalty: 69529.437500
Iteration 3F: 22 clusters Score -7.745546e+07 nChanged 111075
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 34777 members 
Mstep: Class 3 contains 23029 members 
Mstep: Class 4 contains 43137 members 
Mstep: Class 5 contains 25134 members 
Mstep: Class 6 contains 1913 members 
Mstep: Class 8 contains 1910 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 30355 members 
Mstep: Class 11 contains 22838 members 
Mstep: Class 12 contains 43359 members 
Mstep: Class 13 contains 5893 members 
Mstep: Class 14 contains 150813 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 64340 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 7815 members 
Mstep: Class 22 contains 5910 members 
Mstep: Class 23 contains 138876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77631400.000000 Penalty: 69529.437500
Iteration 4F: 22 clusters Score -7.76314e+07 nChanged 77074
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 34338 members 
Mstep: Class 3 contains 24170 members 
Mstep: Class 4 contains 46966 members 
Mstep: Class 5 contains 25797 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 8 contains 2224 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 31163 members 
Mstep: Class 11 contains 17438 members 
Mstep: Class 12 contains 42776 members 
Mstep: Class 13 contains 6092 members 
Mstep: Class 14 contains 152507 members 
Mstep: Class 15 contains 14867 members 
Mstep: Class 16 contains 1279 members 
Mstep: Class 17 contains 49018 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 8408 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 151146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77723408.000000 Penalty: 69529.437500
Iteration 5F: 22 clusters Score -7.772341e+07 nChanged 52662
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 33226 members 
Mstep: Class 3 contains 23580 members 
Mstep: Class 4 contains 49756 members 
Mstep: Class 5 contains 26000 members 
Mstep: Class 6 contains 3028 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 31511 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 41759 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 153331 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 1196 members 
Mstep: Class 17 contains 39517 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 8760 members 
Mstep: Class 20 contains 7762 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 160111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77769616.000000 Penalty: 69529.437500
Iteration 6F: 22 clusters Score -7.776962e+07 nChanged 37573
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 32568 members 
Mstep: Class 3 contains 22113 members 
Mstep: Class 4 contains 52601 members 
Mstep: Class 5 contains 26018 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 31505 members 
Mstep: Class 11 contains 13131 members 
Mstep: Class 12 contains 41076 members 
Mstep: Class 13 contains 6957 members 
Mstep: Class 14 contains 153756 members 
Mstep: Class 15 contains 15790 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 32721 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 9154 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 22 contains 5511 members 
Mstep: Class 23 contains 165522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77793216.000000 Penalty: 69529.437500
Iteration 7F: 22 clusters Score -7.779322e+07 nChanged 28107
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 32066 members 
Mstep: Class 3 contains 20668 members 
Mstep: Class 4 contains 55581 members 
Mstep: Class 5 contains 26280 members 
Mstep: Class 6 contains 4229 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 31324 members 
Mstep: Class 11 contains 12587 members 
Mstep: Class 12 contains 40577 members 
Mstep: Class 13 contains 7544 members 
Mstep: Class 14 contains 153735 members 
Mstep: Class 15 contains 16036 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 27812 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 7429 members 
Mstep: Class 22 contains 5483 members 
Mstep: Class 23 contains 168670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77807544.000000 Penalty: 69529.437500
Iteration 8Q: 22 clusters Score -7.780754e+07 nChanged 22712
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 31694 members 
Mstep: Class 3 contains 19383 members 
Mstep: Class 4 contains 58604 members 
Mstep: Class 5 contains 26681 members 
Mstep: Class 6 contains 4699 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 31085 members 
Mstep: Class 11 contains 12350 members 
Mstep: Class 12 contains 40187 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 153215 members 
Mstep: Class 15 contains 16084 members 
Mstep: Class 16 contains 1158 members 
Mstep: Class 17 contains 24195 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 9656 members 
Mstep: Class 20 contains 7134 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 170431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77818280.000000 Penalty: 69529.437500
Iteration 9Q: 22 clusters Score -7.781828e+07 nChanged 19432
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 31327 members 
Mstep: Class 3 contains 18315 members 
Mstep: Class 4 contains 61541 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 5087 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 30764 members 
Mstep: Class 11 contains 12221 members 
Mstep: Class 12 contains 39896 members 
Mstep: Class 13 contains 9246 members 
Mstep: Class 14 contains 152408 members 
Mstep: Class 15 contains 15997 members 
Mstep: Class 16 contains 1153 members 
Mstep: Class 17 contains 21476 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 9806 members 
Mstep: Class 20 contains 6862 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 171250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77827304.000000 Penalty: 69529.437500
Iteration 10Q: 22 clusters Score -7.78273e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 30948 members 
Mstep: Class 3 contains 17515 members 
Mstep: Class 4 contains 64370 members 
Mstep: Class 5 contains 28053 members 
Mstep: Class 6 contains 5341 members 
Mstep: Class 8 contains 4008 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 30306 members 
Mstep: Class 11 contains 12137 members 
Mstep: Class 12 contains 39691 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 151277 members 
Mstep: Class 15 contains 15841 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 19451 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 6604 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 171586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77836056.000000 Penalty: 69529.437500
Iteration 11Q: 22 clusters Score -7.783606e+07 nChanged 15564
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 30401 members 
Mstep: Class 3 contains 16943 members 
Mstep: Class 4 contains 67064 members 
Mstep: Class 5 contains 28954 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 8 contains 4190 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 29779 members 
Mstep: Class 11 contains 12139 members 
Mstep: Class 12 contains 39432 members 
Mstep: Class 13 contains 11331 members 
Mstep: Class 14 contains 149882 members 
Mstep: Class 15 contains 15575 members 
Mstep: Class 16 contains 1150 members 
Mstep: Class 17 contains 18200 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 9940 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 22 contains 5456 members 
Mstep: Class 23 contains 171635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77842744.000000 Penalty: 69529.437500
Iteration 12Q: 22 clusters Score -7.784274e+07 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 29695 members 
Mstep: Class 3 contains 16433 members 
Mstep: Class 4 contains 69712 members 
Mstep: Class 5 contains 29833 members 
Mstep: Class 6 contains 5586 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 29141 members 
Mstep: Class 11 contains 12150 members 
Mstep: Class 12 contains 39233 members 
Mstep: Class 13 contains 12551 members 
Mstep: Class 14 contains 148419 members 
Mstep: Class 15 contains 15189 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 17632 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 9955 members 
Mstep: Class 20 contains 5992 members 
Mstep: Class 22 contains 5440 members 
Mstep: Class 23 contains 171420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77848280.000000 Penalty: 69529.437500
Iteration 13Q: 22 clusters Score -7.784828e+07 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 28814 members 
Mstep: Class 3 contains 16031 members 
Mstep: Class 4 contains 72278 members 
Mstep: Class 5 contains 30616 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 28452 members 
Mstep: Class 11 contains 12185 members 
Mstep: Class 12 contains 39052 members 
Mstep: Class 13 contains 13794 members 
Mstep: Class 14 contains 146781 members 
Mstep: Class 15 contains 14785 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 17721 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 9981 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 22 contains 5435 members 
Mstep: Class 23 contains 171006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77852800.000000 Penalty: 69529.437500
Iteration 14Q: 22 clusters Score -7.78528e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 27915 members 
Mstep: Class 3 contains 15725 members 
Mstep: Class 4 contains 74763 members 
Mstep: Class 5 contains 31270 members 
Mstep: Class 6 contains 5552 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 27736 members 
Mstep: Class 11 contains 12222 members 
Mstep: Class 12 contains 38939 members 
Mstep: Class 13 contains 14985 members 
Mstep: Class 14 contains 145102 members 
Mstep: Class 15 contains 14371 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 18123 members 
Mstep: Class 18 contains 547 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 5632 members 
Mstep: Class 22 contains 5422 members 
Mstep: Class 23 contains 170500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77856960.000000 Penalty: 69529.437500
Iteration 15Q: 22 clusters Score -7.785696e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 27070 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 77243 members 
Mstep: Class 5 contains 31888 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 26986 members 
Mstep: Class 11 contains 12254 members 
Mstep: Class 12 contains 38903 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 14 contains 143361 members 
Mstep: Class 15 contains 13891 members 
Mstep: Class 16 contains 1146 members 
Mstep: Class 17 contains 18708 members 
Mstep: Class 18 contains 547 members 
Mstep: Class 19 contains 10009 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 22 contains 5420 members 
Mstep: Class 23 contains 169876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77860272.000000 Penalty: 69529.437500
Iteration 16Q: 22 clusters Score -7.786027e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 26214 members 
Mstep: Class 3 contains 15226 members 
Mstep: Class 4 contains 79736 members 
Mstep: Class 5 contains 32527 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 26228 members 
Mstep: Class 11 contains 12299 members 
Mstep: Class 12 contains 38903 members 
Mstep: Class 13 contains 17210 members 
Mstep: Class 14 contains 141485 members 
Mstep: Class 15 contains 13367 members 
Mstep: Class 16 contains 1142 members 
Mstep: Class 17 contains 19416 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 10022 members 
Mstep: Class 20 contains 5555 members 
Mstep: Class 22 contains 5421 members 
Mstep: Class 23 contains 169222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77863848.000000 Penalty: 69529.437500
Iteration 17Q: 22 clusters Score -7.786385e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 25327 members 
Mstep: Class 3 contains 14964 members 
Mstep: Class 4 contains 82354 members 
Mstep: Class 5 contains 33169 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 8 contains 4611 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 25499 members 
Mstep: Class 11 contains 12386 members 
Mstep: Class 12 contains 38918 members 
Mstep: Class 13 contains 18230 members 
Mstep: Class 14 contains 139476 members 
Mstep: Class 15 contains 12859 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 20230 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 10040 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 22 contains 5416 members 
Mstep: Class 23 contains 168489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77866472.000000 Penalty: 69529.437500
Iteration 18Q: 22 clusters Score -7.786647e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 24413 members 
Mstep: Class 3 contains 14779 members 
Mstep: Class 4 contains 85150 members 
Mstep: Class 5 contains 33883 members 
Mstep: Class 6 contains 4996 members 
Mstep: Class 8 contains 4649 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 24742 members 
Mstep: Class 11 contains 12499 members 
Mstep: Class 12 contains 39006 members 
Mstep: Class 13 contains 19147 members 
Mstep: Class 14 contains 137256 members 
Mstep: Class 15 contains 12330 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 21054 members 
Mstep: Class 18 contains 583 members 
Mstep: Class 19 contains 10061 members 
Mstep: Class 20 contains 5656 members 
Mstep: Class 22 contains 5416 members 
Mstep: Class 23 contains 167671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77869712.000000 Penalty: 69529.437500
Iteration 19Q: 22 clusters Score -7.786971e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 23526 members 
Mstep: Class 3 contains 14618 members 
Mstep: Class 4 contains 88187 members 
Mstep: Class 5 contains 34712 members 
Mstep: Class 6 contains 4826 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 23950 members 
Mstep: Class 11 contains 12667 members 
Mstep: Class 12 contains 39187 members 
Mstep: Class 13 contains 20019 members 
Mstep: Class 14 contains 134764 members 
Mstep: Class 15 contains 11781 members 
Mstep: Class 16 contains 1076 members 
Mstep: Class 17 contains 21878 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 10090 members 
Mstep: Class 20 contains 5749 members 
Mstep: Class 22 contains 5419 members 
Mstep: Class 23 contains 166644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77874856.000000 Penalty: 69529.437500
Iteration 20F: 22 clusters Score -7.787486e+07 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 22481 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 4 contains 91146 members 
Mstep: Class 5 contains 35671 members 
Mstep: Class 6 contains 4432 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 23154 members 
Mstep: Class 11 contains 12834 members 
Mstep: Class 12 contains 39390 members 
Mstep: Class 13 contains 20830 members 
Mstep: Class 14 contains 132119 members 
Mstep: Class 15 contains 11231 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 22830 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 10111 members 
Mstep: Class 20 contains 6285 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 165540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77880928.000000 Penalty: 69529.437500
Iteration 21Q: 22 clusters Score -7.788093e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 21487 members 
Mstep: Class 3 contains 14506 members 
Mstep: Class 4 contains 94488 members 
Mstep: Class 5 contains 36655 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 8 contains 4729 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 22355 members 
Mstep: Class 11 contains 13054 members 
Mstep: Class 12 contains 39620 members 
Mstep: Class 13 contains 21642 members 
Mstep: Class 14 contains 129414 members 
Mstep: Class 15 contains 10647 members 
Mstep: Class 16 contains 1043 members 
Mstep: Class 17 contains 23746 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 10143 members 
Mstep: Class 20 contains 6620 members 
Mstep: Class 22 contains 5440 members 
Mstep: Class 23 contains 164042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77886616.000000 Penalty: 69529.437500
Iteration 22Q: 22 clusters Score -7.788662e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 20530 members 
Mstep: Class 3 contains 14531 members 
Mstep: Class 4 contains 98277 members 
Mstep: Class 5 contains 37614 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 8 contains 4752 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 10 contains 21637 members 
Mstep: Class 11 contains 13318 members 
Mstep: Class 12 contains 39818 members 
Mstep: Class 13 contains 22366 members 
Mstep: Class 14 contains 126796 members 
Mstep: Class 15 contains 10100 members 
Mstep: Class 16 contains 1042 members 
Mstep: Class 17 contains 24650 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 10174 members 
Mstep: Class 20 contains 6934 members 
Mstep: Class 22 contains 5452 members 
Mstep: Class 23 contains 161878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77892400.000000 Penalty: 69529.437500
Iteration 23Q: 22 clusters Score -7.78924e+07 nChanged 14075
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 19641 members 
Mstep: Class 3 contains 14535 members 
Mstep: Class 4 contains 102547 members 
Mstep: Class 5 contains 38505 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 10 contains 21039 members 
Mstep: Class 11 contains 13642 members 
Mstep: Class 12 contains 39917 members 
Mstep: Class 13 contains 23007 members 
Mstep: Class 14 contains 124230 members 
Mstep: Class 15 contains 9546 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 25573 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 10221 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 22 contains 5462 members 
Mstep: Class 23 contains 159048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77898488.000000 Penalty: 69529.437500
Iteration 24Q: 22 clusters Score -7.789849e+07 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18824 members 
Mstep: Class 3 contains 14549 members 
Mstep: Class 4 contains 107599 members 
Mstep: Class 5 contains 39143 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 8 contains 4817 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 10 contains 20611 members 
Mstep: Class 11 contains 14025 members 
Mstep: Class 12 contains 39964 members 
Mstep: Class 13 contains 23584 members 
Mstep: Class 14 contains 121974 members 
Mstep: Class 15 contains 8934 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 26461 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 7808 members 
Mstep: Class 22 contains 5465 members 
Mstep: Class 23 contains 155227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77904088.000000 Penalty: 69529.437500
Iteration 25Q: 22 clusters Score -7.790409e+07 nChanged 14582
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 18062 members 
Mstep: Class 3 contains 14524 members 
Mstep: Class 4 contains 113360 members 
Mstep: Class 5 contains 39553 members 
Mstep: Class 6 contains 3268 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 14447 members 
Mstep: Class 12 contains 39975 members 
Mstep: Class 13 contains 24094 members 
Mstep: Class 14 contains 120095 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 27299 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 10273 members 
Mstep: Class 20 contains 8338 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 150514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77910016.000000 Penalty: 69529.437500
Iteration 26Q: 22 clusters Score -7.791002e+07 nChanged 14688
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17405 members 
Mstep: Class 3 contains 14547 members 
Mstep: Class 4 contains 119353 members 
Mstep: Class 5 contains 39728 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 19944 members 
Mstep: Class 11 contains 14865 members 
Mstep: Class 12 contains 39943 members 
Mstep: Class 13 contains 24518 members 
Mstep: Class 14 contains 118668 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 28020 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 8997 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 145289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77916296.000000 Penalty: 69529.437500
Iteration 27Q: 22 clusters Score -7.79163e+07 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16838 members 
Mstep: Class 3 contains 14593 members 
Mstep: Class 4 contains 125307 members 
Mstep: Class 5 contains 39612 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 19760 members 
Mstep: Class 11 contains 15308 members 
Mstep: Class 12 contains 39900 members 
Mstep: Class 13 contains 24908 members 
Mstep: Class 14 contains 117791 members 
Mstep: Class 15 contains 7024 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 28618 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 10280 members 
Mstep: Class 20 contains 9781 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 139677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77923480.000000 Penalty: 69529.437500
Iteration 28Q: 22 clusters Score -7.792348e+07 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16329 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 130882 members 
Mstep: Class 5 contains 39349 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 19630 members 
Mstep: Class 11 contains 15713 members 
Mstep: Class 12 contains 39806 members 
Mstep: Class 13 contains 25221 members 
Mstep: Class 14 contains 117434 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 29140 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 10265 members 
Mstep: Class 20 contains 10742 members 
Mstep: Class 22 contains 5421 members 
Mstep: Class 23 contains 133949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77931976.000000 Penalty: 69529.437500
Iteration 29Q: 22 clusters Score -7.793198e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15858 members 
Mstep: Class 3 contains 14754 members 
Mstep: Class 4 contains 136075 members 
Mstep: Class 5 contains 39514 members 
Mstep: Class 6 contains 2682 members 
Mstep: Class 8 contains 4942 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 19562 members 
Mstep: Class 11 contains 16152 members 
Mstep: Class 12 contains 39699 members 
Mstep: Class 13 contains 25512 members 
Mstep: Class 14 contains 117200 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 29576 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 10230 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 127932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77938592.000000 Penalty: 69529.437500
Iteration 30Q: 22 clusters Score -7.793859e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 14782 members 
Mstep: Class 4 contains 140641 members 
Mstep: Class 5 contains 40020 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 8 contains 4959 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 19527 members 
Mstep: Class 11 contains 16589 members 
Mstep: Class 12 contains 39585 members 
Mstep: Class 13 contains 25762 members 
Mstep: Class 14 contains 116924 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 29956 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 10172 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 122137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77943608.000000 Penalty: 69529.437500
Iteration 31Q: 22 clusters Score -7.794361e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15181 members 
Mstep: Class 3 contains 14831 members 
Mstep: Class 4 contains 144326 members 
Mstep: Class 5 contains 40658 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 8 contains 4980 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 19539 members 
Mstep: Class 11 contains 16971 members 
Mstep: Class 12 contains 39513 members 
Mstep: Class 13 contains 26022 members 
Mstep: Class 14 contains 116657 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30195 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 10114 members 
Mstep: Class 20 contains 13876 members 
Mstep: Class 22 contains 5357 members 
Mstep: Class 23 contains 116873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77947576.000000 Penalty: 69529.437500
Iteration 32Q: 22 clusters Score -7.794758e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 14873 members 
Mstep: Class 4 contains 147231 members 
Mstep: Class 5 contains 41371 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 8 contains 4996 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 17267 members 
Mstep: Class 12 contains 39436 members 
Mstep: Class 13 contains 26305 members 
Mstep: Class 14 contains 116412 members 
Mstep: Class 15 contains 4695 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30310 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 10083 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 112242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77951368.000000 Penalty: 69529.437500
Iteration 33Q: 22 clusters Score -7.795137e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14972 members 
Mstep: Class 3 contains 14917 members 
Mstep: Class 4 contains 149446 members 
Mstep: Class 5 contains 42231 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 8 contains 5019 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 19629 members 
Mstep: Class 11 contains 17515 members 
Mstep: Class 12 contains 39361 members 
Mstep: Class 13 contains 26599 members 
Mstep: Class 14 contains 116135 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30376 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 10052 members 
Mstep: Class 20 contains 16046 members 
Mstep: Class 22 contains 5309 members 
Mstep: Class 23 contains 108025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77954504.000000 Penalty: 69529.437500
Iteration 34Q: 22 clusters Score -7.79545e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14972 members 
Mstep: Class 3 contains 15017 members 
Mstep: Class 4 contains 151067 members 
Mstep: Class 5 contains 43245 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 10 contains 19693 members 
Mstep: Class 11 contains 17701 members 
Mstep: Class 12 contains 39307 members 
Mstep: Class 13 contains 26883 members 
Mstep: Class 14 contains 115801 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30382 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 17228 members 
Mstep: Class 22 contains 5286 members 
Mstep: Class 23 contains 104213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77957480.000000 Penalty: 69529.437500
Iteration 35Q: 22 clusters Score -7.795748e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15025 members 
Mstep: Class 3 contains 15111 members 
Mstep: Class 4 contains 152309 members 
Mstep: Class 5 contains 44415 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 1360 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 17864 members 
Mstep: Class 12 contains 39269 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 115412 members 
Mstep: Class 15 contains 4094 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30355 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 18314 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 100664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77960112.000000 Penalty: 69529.437500
Iteration 36Q: 22 clusters Score -7.796011e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15107 members 
Mstep: Class 3 contains 15158 members 
Mstep: Class 4 contains 153120 members 
Mstep: Class 5 contains 45619 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 1362 members 
Mstep: Class 10 contains 19866 members 
Mstep: Class 11 contains 17962 members 
Mstep: Class 12 contains 39211 members 
Mstep: Class 13 contains 27484 members 
Mstep: Class 14 contains 115082 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30317 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 19375 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 97536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77962296.000000 Penalty: 69529.437500
Iteration 37Q: 22 clusters Score -7.79623e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 15206 members 
Mstep: Class 3 contains 15187 members 
Mstep: Class 4 contains 153736 members 
Mstep: Class 5 contains 46796 members 
Mstep: Class 6 contains 2711 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 1366 members 
Mstep: Class 10 contains 19959 members 
Mstep: Class 11 contains 17998 members 
Mstep: Class 12 contains 39164 members 
Mstep: Class 13 contains 27770 members 
Mstep: Class 14 contains 114753 members 
Mstep: Class 15 contains 3882 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30242 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 9856 members 
Mstep: Class 20 contains 20345 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 94773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77964072.000000 Penalty: 69529.437500
Iteration 38Q: 22 clusters Score -7.796407e+07 nChanged 5224
Entering ConstructFrom: 
Score: -77964072.000000 Penalty: 69529.437500
Entering ConstructFrom: 
Trying to split cluster 1 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -293056.625000 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -293056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -290324.531250 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -290324.5 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -291400.062500 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -291400.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -292125.906250 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -292125.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -292443.812500 Penalty: 3844.091309
	Iteration 3F: 3 clusters Score -292443.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -292703.156250 Penalty: 3844.091309
	Iteration 4F: 3 clusters Score -292703.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -292937.218750 Penalty: 3844.091309
	Iteration 5F: 3 clusters Score -292937.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -293157.562500 Penalty: 3844.091309
	Iteration 6F: 3 clusters Score -293157.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -293321.843750 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -293321.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -293458.031250 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -293458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -293668.718750 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -293668.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -293788.656250 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -293788.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -293854.468750 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -293854.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -293874.875000 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -293874.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -293916.687500 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -293916.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -293927.968750 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -293928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -293928.593750 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -293928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -293931.062500 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -293931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -294097.562500 Penalty: 3844.091309
	Iteration 17F: 3 clusters Score -294097.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -294435.687500 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -294435.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -294878.531250 Penalty: 3844.091309
	Iteration 19Q: 3 clusters Score -294878.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -295434.000000 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -295434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -295590.843750 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -295590.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -295608.812500 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -295608.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -295619.906250 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -295619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -295622.406250 Penalty: 3844.091309
	Iteration 24Q: 3 clusters Score -295622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -295623.312500 Penalty: 3844.091309
	Iteration 25Q: 3 clusters Score -295623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -295623.312500 Penalty: 3844.091309
	Iteration 26F: 3 clusters Score -295623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15285 members 
Mstep: Class 3 contains 15230 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 2739 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 1369 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 114394 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 21200 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Entering Unmasked Estep 
Score: -77965368.000000 Penalty: 72840.367188
Splitting cluster 1 changes total score from -77964072.000000 to -77965368.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (15285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Entering Unmasked Estep 
Score: -1873722.375000 Penalty: 2389.387695
	Iteration 0F: 2 clusters Score -1873722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1862755.125000 Penalty: 4778.775391
	Iteration 0F: 3 clusters Score -1862755 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1866593.625000 Penalty: 4778.775391
	Iteration 1F: 3 clusters Score -1866594 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1867263.875000 Penalty: 4778.775391
	Iteration 2F: 3 clusters Score -1867264 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1867924.625000 Penalty: 4778.775391
	Iteration 3F: 3 clusters Score -1867925 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1868586.000000 Penalty: 4778.775391
	Iteration 4F: 3 clusters Score -1868586 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1869231.375000 Penalty: 4778.775391
	Iteration 5F: 3 clusters Score -1869231 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1869835.750000 Penalty: 4778.775391
	Iteration 6F: 3 clusters Score -1869836 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1870298.625000 Penalty: 4778.775391
	Iteration 7F: 3 clusters Score -1870299 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1870673.375000 Penalty: 4778.775391
	Iteration 8Q: 3 clusters Score -1870673 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1871066.250000 Penalty: 4778.775391
	Iteration 9Q: 3 clusters Score -1871066 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1871568.750000 Penalty: 4778.775391
	Iteration 10Q: 3 clusters Score -1871569 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1872095.500000 Penalty: 4778.775391
	Iteration 11Q: 3 clusters Score -1872096 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1872428.000000 Penalty: 4778.775391
	Iteration 12Q: 3 clusters Score -1872428 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1872635.500000 Penalty: 4778.775391
	Iteration 13Q: 3 clusters Score -1872636 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1872812.750000 Penalty: 4778.775391
	Iteration 14Q: 3 clusters Score -1872813 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1872948.375000 Penalty: 4778.775391
	Iteration 15Q: 3 clusters Score -1872948 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1873076.500000 Penalty: 4778.775391
	Iteration 16Q: 3 clusters Score -1873076 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1873215.500000 Penalty: 4778.775391
	Iteration 17Q: 3 clusters Score -1873216 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1873363.875000 Penalty: 4778.775391
	Iteration 18Q: 3 clusters Score -1873364 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1873557.000000 Penalty: 4778.775391
	Iteration 19Q: 3 clusters Score -1873557 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1873743.000000 Penalty: 4778.775391
	Iteration 20F: 3 clusters Score -1873743 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1873921.625000 Penalty: 4778.775391
	Iteration 21Q: 3 clusters Score -1873922 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1874054.875000 Penalty: 4778.775391
	Iteration 22Q: 3 clusters Score -1874055 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1874128.750000 Penalty: 4778.775391
	Iteration 23Q: 3 clusters Score -1874129 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1874183.875000 Penalty: 4778.775391
	Iteration 24Q: 3 clusters Score -1874184 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1874201.875000 Penalty: 4778.775391
	Iteration 25Q: 3 clusters Score -1874202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1874222.125000 Penalty: 4778.775391
	Iteration 26Q: 3 clusters Score -1874222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1874230.000000 Penalty: 4778.775391
	Iteration 27Q: 3 clusters Score -1874230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1874243.875000 Penalty: 4778.775391
	Iteration 28Q: 3 clusters Score -1874244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1874255.000000 Penalty: 4778.775391
	Iteration 29Q: 3 clusters Score -1874255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1874258.625000 Penalty: 4778.775391
	Iteration 30Q: 3 clusters Score -1874259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1874265.375000 Penalty: 4778.775391
	Iteration 31Q: 3 clusters Score -1874265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1874268.375000 Penalty: 4778.775391
	Iteration 32Q: 3 clusters Score -1874268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1874271.375000 Penalty: 4778.775391
	Iteration 33Q: 3 clusters Score -1874271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1874270.500000 Penalty: 4778.775391
	Iteration 34Q: 3 clusters Score -1874270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1874274.500000 Penalty: 4778.775391
	Iteration 35Q: 3 clusters Score -1874274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1874277.875000 Penalty: 4778.775391
	Iteration 36Q: 3 clusters Score -1874278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1874283.625000 Penalty: 4778.775391
	Iteration 37Q: 3 clusters Score -1874284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1874278.500000 Penalty: 4778.775391
	Iteration 38Q: 3 clusters Score -1874278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1874279.750000 Penalty: 4778.775391
	Iteration 39Q: 3 clusters Score -1874280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1874283.125000 Penalty: 4778.775391
	Iteration 40F: 3 clusters Score -1874283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1874282.250000 Penalty: 4778.775391
	Iteration 41Q: 3 clusters Score -1874282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1874284.375000 Penalty: 4778.775391
	Iteration 42Q: 3 clusters Score -1874284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1874282.750000 Penalty: 4778.775391
	Iteration 43Q: 3 clusters Score -1874283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1874284.750000 Penalty: 4778.775391
	Iteration 44Q: 3 clusters Score -1874285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1874287.250000 Penalty: 4778.775391
	Iteration 45Q: 3 clusters Score -1874287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1874284.375000 Penalty: 4778.775391
	Iteration 46Q: 3 clusters Score -1874284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1874283.125000 Penalty: 4778.775391
	Iteration 47Q: 3 clusters Score -1874283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1874286.750000 Penalty: 4778.775391
	Iteration 48Q: 3 clusters Score -1874287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1874286.125000 Penalty: 4778.775391
	Iteration 49Q: 3 clusters Score -1874286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1874287.750000 Penalty: 4778.775391
	Iteration 50Q: 3 clusters Score -1874288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1874290.000000 Penalty: 4778.775391
	Iteration 51Q: 3 clusters Score -1874290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1874292.750000 Penalty: 4778.775391
	Iteration 52Q: 3 clusters Score -1874293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1874294.625000 Penalty: 4778.775391
	Iteration 53Q: 3 clusters Score -1874295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1874294.875000 Penalty: 4778.775391
	Iteration 54Q: 3 clusters Score -1874295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1874296.000000 Penalty: 4778.775391
	Iteration 55Q: 3 clusters Score -1874296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1874296.250000 Penalty: 4778.775391
	Iteration 56Q: 3 clusters Score -1874296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1874297.125000 Penalty: 4778.775391
	Iteration 57Q: 3 clusters Score -1874297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1874297.125000 Penalty: 4778.775391
	Iteration 58F: 3 clusters Score -1874297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 15230 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 2739 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 1369 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 114394 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 21200 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Entering Unmasked Estep 
Score: -77964968.000000 Penalty: 76151.289062
Splitting cluster 2 changes total score from -77964072.000000 to -77964968.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (15230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Entering Unmasked Estep 
Score: -1792905.250000 Penalty: 2388.493652
	Iteration 0F: 2 clusters Score -1792905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1782025.375000 Penalty: 4776.987305
	Iteration 0F: 3 clusters Score -1782025 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1785742.625000 Penalty: 4776.987305
	Iteration 1F: 3 clusters Score -1785743 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1786313.375000 Penalty: 4776.987305
	Iteration 2F: 3 clusters Score -1786313 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1786871.000000 Penalty: 4776.987305
	Iteration 3F: 3 clusters Score -1786871 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1787479.000000 Penalty: 4776.987305
	Iteration 4F: 3 clusters Score -1787479 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1788164.125000 Penalty: 4776.987305
	Iteration 5F: 3 clusters Score -1788164 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1788845.375000 Penalty: 4776.987305
	Iteration 6F: 3 clusters Score -1788845 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1789598.500000 Penalty: 4776.987305
	Iteration 7F: 3 clusters Score -1789598 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1790324.125000 Penalty: 4776.987305
	Iteration 8F: 3 clusters Score -1790324 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1790989.375000 Penalty: 4776.987305
	Iteration 9F: 3 clusters Score -1790989 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1791555.750000 Penalty: 4776.987305
	Iteration 10Q: 3 clusters Score -1791556 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1792033.750000 Penalty: 4776.987305
	Iteration 11Q: 3 clusters Score -1792034 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1792404.250000 Penalty: 4776.987305
	Iteration 12Q: 3 clusters Score -1792404 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1792689.750000 Penalty: 4776.987305
	Iteration 13Q: 3 clusters Score -1792690 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1792889.750000 Penalty: 4776.987305
	Iteration 14Q: 3 clusters Score -1792890 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1793019.375000 Penalty: 4776.987305
	Iteration 15Q: 3 clusters Score -1793019 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1793116.375000 Penalty: 4776.987305
	Iteration 16Q: 3 clusters Score -1793116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1793185.500000 Penalty: 4776.987305
	Iteration 17Q: 3 clusters Score -1793186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1793225.375000 Penalty: 4776.987305
	Iteration 18Q: 3 clusters Score -1793225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1793237.875000 Penalty: 4776.987305
	Iteration 19Q: 3 clusters Score -1793238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1793251.750000 Penalty: 4776.987305
	Iteration 20F: 3 clusters Score -1793252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1793269.375000 Penalty: 4776.987305
	Iteration 21Q: 3 clusters Score -1793269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1793274.250000 Penalty: 4776.987305
	Iteration 22Q: 3 clusters Score -1793274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1793282.125000 Penalty: 4776.987305
	Iteration 23Q: 3 clusters Score -1793282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1793292.125000 Penalty: 4776.987305
	Iteration 24Q: 3 clusters Score -1793292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1793292.375000 Penalty: 4776.987305
	Iteration 25Q: 3 clusters Score -1793292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1793294.625000 Penalty: 4776.987305
	Iteration 26Q: 3 clusters Score -1793295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1793301.875000 Penalty: 4776.987305
	Iteration 27Q: 3 clusters Score -1793302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1793312.500000 Penalty: 4776.987305
	Iteration 28Q: 3 clusters Score -1793312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1793319.625000 Penalty: 4776.987305
	Iteration 29Q: 3 clusters Score -1793320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1793329.125000 Penalty: 4776.987305
	Iteration 30Q: 3 clusters Score -1793329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1793328.750000 Penalty: 4776.987305
	Iteration 31Q: 3 clusters Score -1793329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1793335.875000 Penalty: 4776.987305
	Iteration 32Q: 3 clusters Score -1793336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1793336.625000 Penalty: 4776.987305
	Iteration 33Q: 3 clusters Score -1793337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1793339.250000 Penalty: 4776.987305
	Iteration 34Q: 3 clusters Score -1793339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1793343.375000 Penalty: 4776.987305
	Iteration 35Q: 3 clusters Score -1793343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1793343.500000 Penalty: 4776.987305
	Iteration 36Q: 3 clusters Score -1793344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1793347.750000 Penalty: 4776.987305
	Iteration 37Q: 3 clusters Score -1793348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1793346.250000 Penalty: 4776.987305
	Iteration 38Q: 3 clusters Score -1793346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1793346.375000 Penalty: 4776.987305
	Iteration 39Q: 3 clusters Score -1793346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1793350.000000 Penalty: 4776.987305
	Iteration 40F: 3 clusters Score -1793350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 2739 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 1369 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 114394 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 21200 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Mstep: Class 24 contains 1203 members 
Entering Unmasked Estep 
Score: -77964280.000000 Penalty: 79462.218750
Splitting cluster 3 changes total score from -77964072.000000 to -77964280.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (154198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154198 members 
Entering Unmasked Estep 
Score: -19757056.000000 Penalty: 2962.606201
	Iteration 0F: 2 clusters Score -1.975706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -19653712.000000 Penalty: 5925.212402
	Iteration 0F: 3 clusters Score -1.965371e+07 nChanged 73572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -19696592.000000 Penalty: 5925.212402
	Iteration 1F: 3 clusters Score -1.969659e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -19698204.000000 Penalty: 5925.212402
	Iteration 2Q: 3 clusters Score -1.96982e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -19700698.000000 Penalty: 5925.212402
	Iteration 3Q: 3 clusters Score -1.97007e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -19704352.000000 Penalty: 5925.212402
	Iteration 4Q: 3 clusters Score -1.970435e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -19709264.000000 Penalty: 5925.212402
	Iteration 5F: 3 clusters Score -1.970926e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 87194 members 
Entering Unmasked Estep 
Score: -19714852.000000 Penalty: 5925.212402
	Iteration 6F: 3 clusters Score -1.971485e+07 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 93163 members 
Entering Unmasked Estep 
Score: -19720848.000000 Penalty: 5925.212402
	Iteration 7F: 3 clusters Score -1.972085e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -19727172.000000 Penalty: 5925.212402
	Iteration 8F: 3 clusters Score -1.972717e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -19733100.000000 Penalty: 5925.212402
	Iteration 9F: 3 clusters Score -1.97331e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 113117 members 
Entering Unmasked Estep 
Score: -19738470.000000 Penalty: 5925.212402
	Iteration 10Q: 3 clusters Score -1.973847e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 118273 members 
Entering Unmasked Estep 
Score: -19742776.000000 Penalty: 5925.212402
	Iteration 11Q: 3 clusters Score -1.974278e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 122586 members 
Entering Unmasked Estep 
Score: -19745778.000000 Penalty: 5925.212402
	Iteration 12Q: 3 clusters Score -1.974578e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 126127 members 
Entering Unmasked Estep 
Score: -19747806.000000 Penalty: 5925.212402
	Iteration 13Q: 3 clusters Score -1.974781e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 129109 members 
Entering Unmasked Estep 
Score: -19749206.000000 Penalty: 5925.212402
	Iteration 14Q: 3 clusters Score -1.974921e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 131648 members 
Entering Unmasked Estep 
Score: -19750252.000000 Penalty: 5925.212402
	Iteration 15Q: 3 clusters Score -1.975025e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 133748 members 
Entering Unmasked Estep 
Score: -19751212.000000 Penalty: 5925.212402
	Iteration 16Q: 3 clusters Score -1.975121e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 135611 members 
Entering Unmasked Estep 
Score: -19752032.000000 Penalty: 5925.212402
	Iteration 17Q: 3 clusters Score -1.975203e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 137173 members 
Entering Unmasked Estep 
Score: -19752700.000000 Penalty: 5925.212402
	Iteration 18Q: 3 clusters Score -1.97527e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 138512 members 
Entering Unmasked Estep 
Score: -19753126.000000 Penalty: 5925.212402
	Iteration 19Q: 3 clusters Score -1.975313e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 139662 members 
Entering Unmasked Estep 
Score: -19753518.000000 Penalty: 5925.212402
	Iteration 20F: 3 clusters Score -1.975352e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 140681 members 
Entering Unmasked Estep 
Score: -19753808.000000 Penalty: 5925.212402
	Iteration 21Q: 3 clusters Score -1.975381e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 141540 members 
Entering Unmasked Estep 
Score: -19754118.000000 Penalty: 5925.212402
	Iteration 22Q: 3 clusters Score -1.975412e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 142313 members 
Entering Unmasked Estep 
Score: -19754388.000000 Penalty: 5925.212402
	Iteration 23Q: 3 clusters Score -1.975439e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 142955 members 
Entering Unmasked Estep 
Score: -19754452.000000 Penalty: 5925.212402
	Iteration 24Q: 3 clusters Score -1.975445e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 143541 members 
Entering Unmasked Estep 
Score: -19754590.000000 Penalty: 5925.212402
	Iteration 25Q: 3 clusters Score -1.975459e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 144052 members 
Entering Unmasked Estep 
Score: -19754726.000000 Penalty: 5925.212402
	Iteration 26Q: 3 clusters Score -1.975473e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -19754838.000000 Penalty: 5925.212402
	Iteration 27Q: 3 clusters Score -1.975484e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 144909 members 
Entering Unmasked Estep 
Score: -19754920.000000 Penalty: 5925.212402
	Iteration 28Q: 3 clusters Score -1.975492e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 145271 members 
Entering Unmasked Estep 
Score: -19755042.000000 Penalty: 5925.212402
	Iteration 29Q: 3 clusters Score -1.975504e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 145616 members 
Entering Unmasked Estep 
Score: -19755082.000000 Penalty: 5925.212402
	Iteration 30Q: 3 clusters Score -1.975508e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 145922 members 
Entering Unmasked Estep 
Score: -19755090.000000 Penalty: 5925.212402
	Iteration 31Q: 3 clusters Score -1.975509e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 146174 members 
Entering Unmasked Estep 
Score: -19755206.000000 Penalty: 5925.212402
	Iteration 32Q: 3 clusters Score -1.975521e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 146418 members 
Entering Unmasked Estep 
Score: -19755310.000000 Penalty: 5925.212402
	Iteration 33Q: 3 clusters Score -1.975531e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 146637 members 
Entering Unmasked Estep 
Score: -19755376.000000 Penalty: 5925.212402
	Iteration 34Q: 3 clusters Score -1.975538e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 146829 members 
Entering Unmasked Estep 
Score: -19755436.000000 Penalty: 5925.212402
	Iteration 35Q: 3 clusters Score -1.975544e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 146994 members 
Entering Unmasked Estep 
Score: -19755496.000000 Penalty: 5925.212402
	Iteration 36Q: 3 clusters Score -1.97555e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 147158 members 
Entering Unmasked Estep 
Score: -19755530.000000 Penalty: 5925.212402
	Iteration 37Q: 3 clusters Score -1.975553e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 147308 members 
Entering Unmasked Estep 
Score: -19755524.000000 Penalty: 5925.212402
	Iteration 38Q: 3 clusters Score -1.975552e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 147443 members 
Entering Unmasked Estep 
Score: -19755526.000000 Penalty: 5925.212402
	Iteration 39Q: 3 clusters Score -1.975553e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 147551 members 
Entering Unmasked Estep 
Score: -19755568.000000 Penalty: 5925.212402
	Iteration 40F: 3 clusters Score -1.975557e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 147647 members 
Entering Unmasked Estep 
Score: -19755578.000000 Penalty: 5925.212402
	Iteration 41Q: 3 clusters Score -1.975558e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 147727 members 
Entering Unmasked Estep 
Score: -19755576.000000 Penalty: 5925.212402
	Iteration 42Q: 3 clusters Score -1.975558e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 147800 members 
Entering Unmasked Estep 
Score: -19755572.000000 Penalty: 5925.212402
	Iteration 43Q: 3 clusters Score -1.975557e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -19755592.000000 Penalty: 5925.212402
	Iteration 44Q: 3 clusters Score -1.975559e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 147941 members 
Entering Unmasked Estep 
Score: -19755618.000000 Penalty: 5925.212402
	Iteration 45Q: 3 clusters Score -1.975562e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 147996 members 
Entering Unmasked Estep 
Score: -19755638.000000 Penalty: 5925.212402
	Iteration 46Q: 3 clusters Score -1.975564e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 148041 members 
Entering Unmasked Estep 
Score: -19755628.000000 Penalty: 5925.212402
	Iteration 47Q: 3 clusters Score -1.975563e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 148074 members 
Entering Unmasked Estep 
Score: -19755636.000000 Penalty: 5925.212402
	Iteration 48Q: 3 clusters Score -1.975564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -19755626.000000 Penalty: 5925.212402
	Iteration 49Q: 3 clusters Score -1.975563e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 148144 members 
Entering Unmasked Estep 
Score: -19755610.000000 Penalty: 5925.212402
	Iteration 50Q: 3 clusters Score -1.975561e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -19755624.000000 Penalty: 5925.212402
	Iteration 51Q: 3 clusters Score -1.975562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 148211 members 
Entering Unmasked Estep 
Score: -19755604.000000 Penalty: 5925.212402
	Iteration 52Q: 3 clusters Score -1.97556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 148236 members 
Entering Unmasked Estep 
Score: -19755642.000000 Penalty: 5925.212402
	Iteration 53Q: 3 clusters Score -1.975564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 148259 members 
Entering Unmasked Estep 
Score: -19755640.000000 Penalty: 5925.212402
	Iteration 54Q: 3 clusters Score -1.975564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 148281 members 
Entering Unmasked Estep 
Score: -19755642.000000 Penalty: 5925.212402
	Iteration 55Q: 3 clusters Score -1.975564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 148303 members 
Entering Unmasked Estep 
Score: -19755642.000000 Penalty: 5925.212402
	Iteration 56Q: 3 clusters Score -1.975564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 148326 members 
Entering Unmasked Estep 
Score: -19755678.000000 Penalty: 5925.212402
	Iteration 57Q: 3 clusters Score -1.975568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -19755650.000000 Penalty: 5925.212402
	Iteration 58Q: 3 clusters Score -1.975565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 148363 members 
Entering Unmasked Estep 
Score: -19755646.000000 Penalty: 5925.212402
	Iteration 59Q: 3 clusters Score -1.975565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 148391 members 
Entering Unmasked Estep 
Score: -19755648.000000 Penalty: 5925.212402
	Iteration 60F: 3 clusters Score -1.975565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 148420 members 
Entering Unmasked Estep 
Score: -19755650.000000 Penalty: 5925.212402
	Iteration 61Q: 3 clusters Score -1.975565e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 148451 members 
Entering Unmasked Estep 
Score: -19755654.000000 Penalty: 5925.212402
	Iteration 62Q: 3 clusters Score -1.975565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 148476 members 
Entering Unmasked Estep 
Score: -19755670.000000 Penalty: 5925.212402
	Iteration 63Q: 3 clusters Score -1.975567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 148497 members 
Entering Unmasked Estep 
Score: -19755652.000000 Penalty: 5925.212402
	Iteration 64Q: 3 clusters Score -1.975565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 148514 members 
Entering Unmasked Estep 
Score: -19755676.000000 Penalty: 5925.212402
	Iteration 65Q: 3 clusters Score -1.975568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 148534 members 
Entering Unmasked Estep 
Score: -19755660.000000 Penalty: 5925.212402
	Iteration 66Q: 3 clusters Score -1.975566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 148549 members 
Entering Unmasked Estep 
Score: -19755656.000000 Penalty: 5925.212402
	Iteration 67Q: 3 clusters Score -1.975566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 148566 members 
Entering Unmasked Estep 
Score: -19755654.000000 Penalty: 5925.212402
	Iteration 68Q: 3 clusters Score -1.975565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 148581 members 
Entering Unmasked Estep 
Score: -19755654.000000 Penalty: 5925.212402
	Iteration 69Q: 3 clusters Score -1.975565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 148605 members 
Entering Unmasked Estep 
Score: -19755652.000000 Penalty: 5925.212402
	Iteration 70Q: 3 clusters Score -1.975565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 148625 members 
Entering Unmasked Estep 
Score: -19755640.000000 Penalty: 5925.212402
	Iteration 71Q: 3 clusters Score -1.975564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 148644 members 
Entering Unmasked Estep 
Score: -19755630.000000 Penalty: 5925.212402
	Iteration 72Q: 3 clusters Score -1.975563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -19755642.000000 Penalty: 5925.212402
	Iteration 73Q: 3 clusters Score -1.975564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 148681 members 
Entering Unmasked Estep 
Score: -19755634.000000 Penalty: 5925.212402
	Iteration 74Q: 3 clusters Score -1.975563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 148693 members 
Entering Unmasked Estep 
Score: -19755644.000000 Penalty: 5925.212402
	Iteration 75Q: 3 clusters Score -1.975564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 148703 members 
Entering Unmasked Estep 
Score: -19755638.000000 Penalty: 5925.212402
	Iteration 76Q: 3 clusters Score -1.975564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 148709 members 
Entering Unmasked Estep 
Score: -19755632.000000 Penalty: 5925.212402
	Iteration 77Q: 3 clusters Score -1.975563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 148713 members 
Entering Unmasked Estep 
Score: -19755624.000000 Penalty: 5925.212402
	Iteration 78Q: 3 clusters Score -1.975562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -19755618.000000 Penalty: 5925.212402
	Iteration 79Q: 3 clusters Score -1.975562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 148722 members 
Entering Unmasked Estep 
Score: -19755632.000000 Penalty: 5925.212402
	Iteration 80F: 3 clusters Score -1.975563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 148723 members 
Entering Unmasked Estep 
Score: -19755622.000000 Penalty: 5925.212402
	Iteration 81Q: 3 clusters Score -1.975562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 148724 members 
Entering Unmasked Estep 
Score: -19755634.000000 Penalty: 5925.212402
	Iteration 82Q: 3 clusters Score -1.975563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 148726 members 
Entering Unmasked Estep 
Score: -19755634.000000 Penalty: 5925.212402
	Iteration 83Q: 3 clusters Score -1.975563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 148729 members 
Entering Unmasked Estep 
Score: -19755636.000000 Penalty: 5925.212402
	Iteration 84Q: 3 clusters Score -1.975564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -19755634.000000 Penalty: 5925.212402
	Iteration 85Q: 3 clusters Score -1.975563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -19755630.000000 Penalty: 5925.212402
	Iteration 86Q: 3 clusters Score -1.975563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 148733 members 
Entering Unmasked Estep 
Score: -19755634.000000 Penalty: 5925.212402
	Iteration 87Q: 3 clusters Score -1.975563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 148733 members 
Entering Unmasked Estep 
Score: -19755634.000000 Penalty: 5925.212402
	Iteration 88F: 3 clusters Score -1.975563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Entering Unmasked Estep 
Score: -6136472.000000 Penalty: 2672.596436
	Iteration 0F: 2 clusters Score -6136472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -6104234.000000 Penalty: 5345.192871
	Iteration 0F: 3 clusters Score -6104234 nChanged 22088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -6116571.000000 Penalty: 5345.192871
	Iteration 1F: 3 clusters Score -6116571 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6117409.500000 Penalty: 5345.192871
	Iteration 2Q: 3 clusters Score -6117410 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -6118273.000000 Penalty: 5345.192871
	Iteration 3Q: 3 clusters Score -6118273 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -6119254.500000 Penalty: 5345.192871
	Iteration 4Q: 3 clusters Score -6119254 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -6120452.500000 Penalty: 5345.192871
	Iteration 5F: 3 clusters Score -6120452 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -6121896.500000 Penalty: 5345.192871
	Iteration 6F: 3 clusters Score -6121896 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -6123504.000000 Penalty: 5345.192871
	Iteration 7F: 3 clusters Score -6123504 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -6125086.000000 Penalty: 5345.192871
	Iteration 8F: 3 clusters Score -6125086 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -6126482.500000 Penalty: 5345.192871
	Iteration 9F: 3 clusters Score -6126482 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -6127646.000000 Penalty: 5345.192871
	Iteration 10Q: 3 clusters Score -6127646 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -6128715.500000 Penalty: 5345.192871
	Iteration 11Q: 3 clusters Score -6128716 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -6129648.500000 Penalty: 5345.192871
	Iteration 12Q: 3 clusters Score -6129648 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -6130569.500000 Penalty: 5345.192871
	Iteration 13Q: 3 clusters Score -6130570 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -6131463.000000 Penalty: 5345.192871
	Iteration 14Q: 3 clusters Score -6131463 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -6132288.500000 Penalty: 5345.192871
	Iteration 15Q: 3 clusters Score -6132288 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -6132890.000000 Penalty: 5345.192871
	Iteration 16Q: 3 clusters Score -6132890 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -6133340.000000 Penalty: 5345.192871
	Iteration 17Q: 3 clusters Score -6133340 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -6133714.500000 Penalty: 5345.192871
	Iteration 18Q: 3 clusters Score -6133714 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -6133933.500000 Penalty: 5345.192871
	Iteration 19Q: 3 clusters Score -6133934 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -6134138.000000 Penalty: 5345.192871
	Iteration 20F: 3 clusters Score -6134138 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -6134247.000000 Penalty: 5345.192871
	Iteration 21Q: 3 clusters Score -6134247 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -6134338.500000 Penalty: 5345.192871
	Iteration 22Q: 3 clusters Score -6134338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -6134390.500000 Penalty: 5345.192871
	Iteration 23Q: 3 clusters Score -6134390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -6134416.000000 Penalty: 5345.192871
	Iteration 24Q: 3 clusters Score -6134416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -6134436.000000 Penalty: 5345.192871
	Iteration 25Q: 3 clusters Score -6134436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -6134437.500000 Penalty: 5345.192871
	Iteration 26Q: 3 clusters Score -6134438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -6134470.000000 Penalty: 5345.192871
	Iteration 27Q: 3 clusters Score -6134470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -6134463.000000 Penalty: 5345.192871
	Iteration 28Q: 3 clusters Score -6134463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -6134477.000000 Penalty: 5345.192871
	Iteration 29Q: 3 clusters Score -6134477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -6134479.000000 Penalty: 5345.192871
	Iteration 30Q: 3 clusters Score -6134479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -6134483.500000 Penalty: 5345.192871
	Iteration 31Q: 3 clusters Score -6134484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6134487.000000 Penalty: 5345.192871
	Iteration 32Q: 3 clusters Score -6134487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -6134487.500000 Penalty: 5345.192871
	Iteration 33Q: 3 clusters Score -6134488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -6134488.500000 Penalty: 5345.192871
	Iteration 34Q: 3 clusters Score -6134488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -6134487.000000 Penalty: 5345.192871
	Iteration 35Q: 3 clusters Score -6134487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -6134485.500000 Penalty: 5345.192871
	Iteration 36Q: 3 clusters Score -6134486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -6134490.000000 Penalty: 5345.192871
	Iteration 37Q: 3 clusters Score -6134490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -6134488.500000 Penalty: 5345.192871
	Iteration 38Q: 3 clusters Score -6134488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -6134493.500000 Penalty: 5345.192871
	Iteration 39Q: 3 clusters Score -6134494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -6134497.500000 Penalty: 5345.192871
	Iteration 40F: 3 clusters Score -6134498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -6134491.000000 Penalty: 5345.192871
	Iteration 41Q: 3 clusters Score -6134491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -6134492.000000 Penalty: 5345.192871
	Iteration 42Q: 3 clusters Score -6134492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -6134492.000000 Penalty: 5345.192871
	Iteration 43Q: 3 clusters Score -6134492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -6134492.000000 Penalty: 5345.192871
	Iteration 44Q: 3 clusters Score -6134492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -6134497.500000 Penalty: 5345.192871
	Iteration 45Q: 3 clusters Score -6134498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -6134504.500000 Penalty: 5345.192871
	Iteration 46Q: 3 clusters Score -6134504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -6134501.500000 Penalty: 5345.192871
	Iteration 47Q: 3 clusters Score -6134502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -6134502.500000 Penalty: 5345.192871
	Iteration 48Q: 3 clusters Score -6134502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -6134502.500000 Penalty: 5345.192871
	Iteration 49F: 3 clusters Score -6134502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -303881.000000 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -303881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -300814.312500 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -300814.3 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -302527.375000 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -302527.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -304539.437500 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -304539.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -305973.562500 Penalty: 3926.012695
	Iteration 3F: 3 clusters Score -305973.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -306480.500000 Penalty: 3926.012695
	Iteration 4F: 3 clusters Score -306480.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -306825.562500 Penalty: 3926.012695
	Iteration 5F: 3 clusters Score -306825.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -307072.343750 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -307072.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -307414.968750 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -307415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -307739.343750 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -307739.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -307990.218750 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -307990.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -308161.906250 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -308161.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -308471.843750 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -308471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -308643.437500 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -308643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -308730.843750 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -308730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -308848.531250 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -308848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -309174.562500 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -309174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -309180.750000 Penalty: 3926.012695
	Iteration 16F: 3 clusters Score -309180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -309519.062500 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -309519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -309535.750000 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -309535.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -309535.750000 Penalty: 3926.012695
	Iteration 19F: 3 clusters Score -309535.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 1369 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 114394 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 21200 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 2475 members 
Entering Unmasked Estep 
Score: -77968312.000000 Penalty: 82773.140625
Splitting cluster 6 changes total score from -77964072.000000 to -77968312.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -628735.562500 Penalty: 2117.806152
	Iteration 0F: 2 clusters Score -628735.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -624129.250000 Penalty: 4235.612305
	Iteration 0F: 3 clusters Score -624129.2 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -625451.625000 Penalty: 4235.612305
	Iteration 1F: 3 clusters Score -625451.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -625885.000000 Penalty: 4235.612305
	Iteration 2F: 3 clusters Score -625885 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -626287.375000 Penalty: 4235.612305
	Iteration 3F: 3 clusters Score -626287.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -626764.750000 Penalty: 4235.612305
	Iteration 4F: 3 clusters Score -626764.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -627387.562500 Penalty: 4235.612305
	Iteration 5F: 3 clusters Score -627387.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -627987.062500 Penalty: 4235.612305
	Iteration 6F: 3 clusters Score -627987.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -628591.562500 Penalty: 4235.612305
	Iteration 7F: 3 clusters Score -628591.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -629082.625000 Penalty: 4235.612305
	Iteration 8Q: 3 clusters Score -629082.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -629277.250000 Penalty: 4235.612305
	Iteration 9Q: 3 clusters Score -629277.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -629414.187500 Penalty: 4235.612305
	Iteration 10Q: 3 clusters Score -629414.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -629546.375000 Penalty: 4235.612305
	Iteration 11Q: 3 clusters Score -629546.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -629641.187500 Penalty: 4235.612305
	Iteration 12Q: 3 clusters Score -629641.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -629714.562500 Penalty: 4235.612305
	Iteration 13Q: 3 clusters Score -629714.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -629758.750000 Penalty: 4235.612305
	Iteration 14Q: 3 clusters Score -629758.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -629776.250000 Penalty: 4235.612305
	Iteration 15Q: 3 clusters Score -629776.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -629801.187500 Penalty: 4235.612305
	Iteration 16Q: 3 clusters Score -629801.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -629832.187500 Penalty: 4235.612305
	Iteration 17Q: 3 clusters Score -629832.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -629860.687500 Penalty: 4235.612305
	Iteration 18Q: 3 clusters Score -629860.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -629886.875000 Penalty: 4235.612305
	Iteration 19Q: 3 clusters Score -629886.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -629908.812500 Penalty: 4235.612305
	Iteration 20F: 3 clusters Score -629908.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -629923.375000 Penalty: 4235.612305
	Iteration 21Q: 3 clusters Score -629923.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -629934.625000 Penalty: 4235.612305
	Iteration 22Q: 3 clusters Score -629934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -629939.687500 Penalty: 4235.612305
	Iteration 23Q: 3 clusters Score -629939.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -629944.812500 Penalty: 4235.612305
	Iteration 24Q: 3 clusters Score -629944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -629948.375000 Penalty: 4235.612305
	Iteration 25Q: 3 clusters Score -629948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -629951.312500 Penalty: 4235.612305
	Iteration 26Q: 3 clusters Score -629951.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -629954.625000 Penalty: 4235.612305
	Iteration 27Q: 3 clusters Score -629954.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -629955.750000 Penalty: 4235.612305
	Iteration 28Q: 3 clusters Score -629955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -629957.562500 Penalty: 4235.612305
	Iteration 29Q: 3 clusters Score -629957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -629959.250000 Penalty: 4235.612305
	Iteration 30Q: 3 clusters Score -629959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -629958.687500 Penalty: 4235.612305
	Iteration 31Q: 3 clusters Score -629958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -629960.625000 Penalty: 4235.612305
	Iteration 32Q: 3 clusters Score -629960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -629962.625000 Penalty: 4235.612305
	Iteration 33Q: 3 clusters Score -629962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -629963.437500 Penalty: 4235.612305
	Iteration 34Q: 3 clusters Score -629963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -629963.500000 Penalty: 4235.612305
	Iteration 35Q: 3 clusters Score -629963.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -629963.500000 Penalty: 4235.612305
	Iteration 36F: 3 clusters Score -629963.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1369 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 114394 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 21200 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 2546 members 
Entering Unmasked Estep 
Score: -77968616.000000 Penalty: 86084.070312
Splitting cluster 8 changes total score from -77964072.000000 to -77968616.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -154588.187500 Penalty: 1791.015259
	Iteration 0F: 2 clusters Score -154588.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152475.812500 Penalty: 3582.030518
	Iteration 0F: 3 clusters Score -152475.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -153146.531250 Penalty: 3582.030518
	Iteration 1F: 3 clusters Score -153146.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -154015.765625 Penalty: 3582.030518
	Iteration 2F: 3 clusters Score -154015.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -154998.218750 Penalty: 3582.030518
	Iteration 3F: 3 clusters Score -154998.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -156111.234375 Penalty: 3582.030518
	Iteration 4F: 3 clusters Score -156111.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -156380.781250 Penalty: 3582.030518
	Iteration 5Q: 3 clusters Score -156380.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -156446.218750 Penalty: 3582.030518
	Iteration 6Q: 3 clusters Score -156446.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -156495.750000 Penalty: 3582.030518
	Iteration 7Q: 3 clusters Score -156495.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -156606.937500 Penalty: 3582.030518
	Iteration 8Q: 3 clusters Score -156606.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -156997.453125 Penalty: 3582.030518
	Iteration 9Q: 3 clusters Score -156997.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -157596.984375 Penalty: 3582.030518
	Iteration 10Q: 3 clusters Score -157597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -157652.968750 Penalty: 3582.030518
	Iteration 11Q: 3 clusters Score -157653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -157689.968750 Penalty: 3582.030518
	Iteration 12Q: 3 clusters Score -157690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -157710.593750 Penalty: 3582.030518
	Iteration 13Q: 3 clusters Score -157710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -157734.734375 Penalty: 3582.030518
	Iteration 14Q: 3 clusters Score -157734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -157771.312500 Penalty: 3582.030518
	Iteration 15Q: 3 clusters Score -157771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -157821.468750 Penalty: 3582.030518
	Iteration 16Q: 3 clusters Score -157821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -157873.406250 Penalty: 3582.030518
	Iteration 17Q: 3 clusters Score -157873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -157941.562500 Penalty: 3582.030518
	Iteration 18Q: 3 clusters Score -157941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -157972.562500 Penalty: 3582.030518
	Iteration 19Q: 3 clusters Score -157972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -157977.250000 Penalty: 3582.030518
	Iteration 20F: 3 clusters Score -157977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 114394 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 21200 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 2546 members 
Mstep: Class 27 contains 436 members 
Entering Unmasked Estep 
Score: -77970456.000000 Penalty: 89394.992188
Splitting cluster 9 changes total score from -77964072.000000 to -77970456.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (20065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Entering Unmasked Estep 
Score: -2559278.000000 Penalty: 2456.869629
	Iteration 0F: 2 clusters Score -2559278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2545048.250000 Penalty: 4913.739258
	Iteration 0F: 3 clusters Score -2545048 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2549856.750000 Penalty: 4913.739258
	Iteration 1F: 3 clusters Score -2549857 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2550384.000000 Penalty: 4913.739258
	Iteration 2F: 3 clusters Score -2550384 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2550863.000000 Penalty: 4913.739258
	Iteration 3F: 3 clusters Score -2550863 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2551371.750000 Penalty: 4913.739258
	Iteration 4Q: 3 clusters Score -2551372 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2551863.750000 Penalty: 4913.739258
	Iteration 5Q: 3 clusters Score -2551864 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2552463.000000 Penalty: 4913.739258
	Iteration 6Q: 3 clusters Score -2552463 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2553019.500000 Penalty: 4913.739258
	Iteration 7Q: 3 clusters Score -2553020 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2553554.000000 Penalty: 4913.739258
	Iteration 8Q: 3 clusters Score -2553554 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2554013.000000 Penalty: 4913.739258
	Iteration 9Q: 3 clusters Score -2554013 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2554415.250000 Penalty: 4913.739258
	Iteration 10Q: 3 clusters Score -2554415 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2554766.750000 Penalty: 4913.739258
	Iteration 11Q: 3 clusters Score -2554767 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2555063.750000 Penalty: 4913.739258
	Iteration 12Q: 3 clusters Score -2555064 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2555300.500000 Penalty: 4913.739258
	Iteration 13Q: 3 clusters Score -2555300 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2555475.250000 Penalty: 4913.739258
	Iteration 14Q: 3 clusters Score -2555475 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2555580.750000 Penalty: 4913.739258
	Iteration 15Q: 3 clusters Score -2555581 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2555665.750000 Penalty: 4913.739258
	Iteration 16Q: 3 clusters Score -2555666 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2555730.500000 Penalty: 4913.739258
	Iteration 17Q: 3 clusters Score -2555730 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2555768.250000 Penalty: 4913.739258
	Iteration 18Q: 3 clusters Score -2555768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2555811.000000 Penalty: 4913.739258
	Iteration 19Q: 3 clusters Score -2555811 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2555819.000000 Penalty: 4913.739258
	Iteration 20F: 3 clusters Score -2555819 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2555844.000000 Penalty: 4913.739258
	Iteration 21Q: 3 clusters Score -2555844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2555848.750000 Penalty: 4913.739258
	Iteration 22Q: 3 clusters Score -2555849 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2555858.000000 Penalty: 4913.739258
	Iteration 23Q: 3 clusters Score -2555858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2555873.000000 Penalty: 4913.739258
	Iteration 24Q: 3 clusters Score -2555873 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2555886.750000 Penalty: 4913.739258
	Iteration 25Q: 3 clusters Score -2555887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2555900.750000 Penalty: 4913.739258
	Iteration 26Q: 3 clusters Score -2555901 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2555914.000000 Penalty: 4913.739258
	Iteration 27Q: 3 clusters Score -2555914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2555916.750000 Penalty: 4913.739258
	Iteration 28Q: 3 clusters Score -2555917 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2555937.250000 Penalty: 4913.739258
	Iteration 29Q: 3 clusters Score -2555937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2555943.000000 Penalty: 4913.739258
	Iteration 30Q: 3 clusters Score -2555943 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2555956.250000 Penalty: 4913.739258
	Iteration 31Q: 3 clusters Score -2555956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2555964.500000 Penalty: 4913.739258
	Iteration 32Q: 3 clusters Score -2555964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2555985.250000 Penalty: 4913.739258
	Iteration 33Q: 3 clusters Score -2555985 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2556004.750000 Penalty: 4913.739258
	Iteration 34Q: 3 clusters Score -2556005 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2556041.000000 Penalty: 4913.739258
	Iteration 35Q: 3 clusters Score -2556041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2556054.000000 Penalty: 4913.739258
	Iteration 36Q: 3 clusters Score -2556054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2556082.250000 Penalty: 4913.739258
	Iteration 37Q: 3 clusters Score -2556082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2556108.500000 Penalty: 4913.739258
	Iteration 38Q: 3 clusters Score -2556108 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2556117.750000 Penalty: 4913.739258
	Iteration 39Q: 3 clusters Score -2556118 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2556132.000000 Penalty: 4913.739258
	Iteration 40F: 3 clusters Score -2556132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2556146.500000 Penalty: 4913.739258
	Iteration 41Q: 3 clusters Score -2556146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2556167.250000 Penalty: 4913.739258
	Iteration 42Q: 3 clusters Score -2556167 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2556170.500000 Penalty: 4913.739258
	Iteration 43Q: 3 clusters Score -2556170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2556188.500000 Penalty: 4913.739258
	Iteration 44Q: 3 clusters Score -2556188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2556204.250000 Penalty: 4913.739258
	Iteration 45Q: 3 clusters Score -2556204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2556204.000000 Penalty: 4913.739258
	Iteration 46Q: 3 clusters Score -2556204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2556205.500000 Penalty: 4913.739258
	Iteration 47Q: 3 clusters Score -2556206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2556220.000000 Penalty: 4913.739258
	Iteration 48Q: 3 clusters Score -2556220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2556230.250000 Penalty: 4913.739258
	Iteration 49Q: 3 clusters Score -2556230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2556244.500000 Penalty: 4913.739258
	Iteration 50Q: 3 clusters Score -2556244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2556254.750000 Penalty: 4913.739258
	Iteration 51Q: 3 clusters Score -2556255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2556264.250000 Penalty: 4913.739258
	Iteration 52Q: 3 clusters Score -2556264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2556273.000000 Penalty: 4913.739258
	Iteration 53Q: 3 clusters Score -2556273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2556273.500000 Penalty: 4913.739258
	Iteration 54Q: 3 clusters Score -2556274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2556285.500000 Penalty: 4913.739258
	Iteration 55Q: 3 clusters Score -2556286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2556293.250000 Penalty: 4913.739258
	Iteration 56Q: 3 clusters Score -2556293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2556296.500000 Penalty: 4913.739258
	Iteration 57Q: 3 clusters Score -2556296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2556301.250000 Penalty: 4913.739258
	Iteration 58Q: 3 clusters Score -2556301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2556312.750000 Penalty: 4913.739258
	Iteration 59Q: 3 clusters Score -2556313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2556320.250000 Penalty: 4913.739258
	Iteration 60F: 3 clusters Score -2556320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2556322.000000 Penalty: 4913.739258
	Iteration 61Q: 3 clusters Score -2556322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2556328.500000 Penalty: 4913.739258
	Iteration 62Q: 3 clusters Score -2556328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2556337.500000 Penalty: 4913.739258
	Iteration 63Q: 3 clusters Score -2556338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2556337.250000 Penalty: 4913.739258
	Iteration 64Q: 3 clusters Score -2556337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2556342.750000 Penalty: 4913.739258
	Iteration 65Q: 3 clusters Score -2556343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2556346.250000 Penalty: 4913.739258
	Iteration 66Q: 3 clusters Score -2556346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2556353.750000 Penalty: 4913.739258
	Iteration 67Q: 3 clusters Score -2556354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2556349.500000 Penalty: 4913.739258
	Iteration 68Q: 3 clusters Score -2556350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2556350.000000 Penalty: 4913.739258
	Iteration 69Q: 3 clusters Score -2556350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2556357.250000 Penalty: 4913.739258
	Iteration 70Q: 3 clusters Score -2556357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2556363.250000 Penalty: 4913.739258
	Iteration 71Q: 3 clusters Score -2556363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2556369.500000 Penalty: 4913.739258
	Iteration 72Q: 3 clusters Score -2556370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2556365.250000 Penalty: 4913.739258
	Iteration 73Q: 3 clusters Score -2556365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2556378.250000 Penalty: 4913.739258
	Iteration 74Q: 3 clusters Score -2556378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2556370.250000 Penalty: 4913.739258
	Iteration 75Q: 3 clusters Score -2556370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2556372.000000 Penalty: 4913.739258
	Iteration 76Q: 3 clusters Score -2556372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2556370.000000 Penalty: 4913.739258
	Iteration 77Q: 3 clusters Score -2556370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2556373.500000 Penalty: 4913.739258
	Iteration 78Q: 3 clusters Score -2556374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2556375.000000 Penalty: 4913.739258
	Iteration 79Q: 3 clusters Score -2556375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2556376.000000 Penalty: 4913.739258
	Iteration 80F: 3 clusters Score -2556376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2556372.500000 Penalty: 4913.739258
	Iteration 81Q: 3 clusters Score -2556372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2556374.750000 Penalty: 4913.739258
	Iteration 82Q: 3 clusters Score -2556375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2556379.250000 Penalty: 4913.739258
	Iteration 83Q: 3 clusters Score -2556379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2556379.000000 Penalty: 4913.739258
	Iteration 84Q: 3 clusters Score -2556379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2556379.250000 Penalty: 4913.739258
	Iteration 85Q: 3 clusters Score -2556379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2556383.250000 Penalty: 4913.739258
	Iteration 86Q: 3 clusters Score -2556383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2556382.250000 Penalty: 4913.739258
	Iteration 87Q: 3 clusters Score -2556382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2556385.250000 Penalty: 4913.739258
	Iteration 88Q: 3 clusters Score -2556385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2556385.000000 Penalty: 4913.739258
	Iteration 89Q: 3 clusters Score -2556385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2556383.250000 Penalty: 4913.739258
	Iteration 90Q: 3 clusters Score -2556383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2556391.000000 Penalty: 4913.739258
	Iteration 91Q: 3 clusters Score -2556391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2556385.500000 Penalty: 4913.739258
	Iteration 92Q: 3 clusters Score -2556386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2556385.250000 Penalty: 4913.739258
	Iteration 93Q: 3 clusters Score -2556385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2556387.000000 Penalty: 4913.739258
	Iteration 94Q: 3 clusters Score -2556387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2556387.000000 Penalty: 4913.739258
	Iteration 95F: 3 clusters Score -2556387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Entering Unmasked Estep 
Score: -2305627.000000 Penalty: 2430.801758
	Iteration 0F: 2 clusters Score -2305627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2292806.750000 Penalty: 4861.603516
	Iteration 0F: 3 clusters Score -2292807 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2296966.000000 Penalty: 4861.603516
	Iteration 1F: 3 clusters Score -2296966 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2297373.250000 Penalty: 4861.603516
	Iteration 2F: 3 clusters Score -2297373 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2297699.250000 Penalty: 4861.603516
	Iteration 3Q: 3 clusters Score -2297699 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2297997.250000 Penalty: 4861.603516
	Iteration 4Q: 3 clusters Score -2297997 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2298236.250000 Penalty: 4861.603516
	Iteration 5Q: 3 clusters Score -2298236 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2298484.500000 Penalty: 4861.603516
	Iteration 6Q: 3 clusters Score -2298484 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2298727.500000 Penalty: 4861.603516
	Iteration 7Q: 3 clusters Score -2298728 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2298981.500000 Penalty: 4861.603516
	Iteration 8Q: 3 clusters Score -2298982 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2299273.250000 Penalty: 4861.603516
	Iteration 9Q: 3 clusters Score -2299273 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2299624.750000 Penalty: 4861.603516
	Iteration 10Q: 3 clusters Score -2299625 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2300036.750000 Penalty: 4861.603516
	Iteration 11Q: 3 clusters Score -2300037 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2300509.250000 Penalty: 4861.603516
	Iteration 12Q: 3 clusters Score -2300509 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2300953.750000 Penalty: 4861.603516
	Iteration 13Q: 3 clusters Score -2300954 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2301349.750000 Penalty: 4861.603516
	Iteration 14Q: 3 clusters Score -2301350 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2301708.750000 Penalty: 4861.603516
	Iteration 15Q: 3 clusters Score -2301709 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2301948.250000 Penalty: 4861.603516
	Iteration 16Q: 3 clusters Score -2301948 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2302127.250000 Penalty: 4861.603516
	Iteration 17Q: 3 clusters Score -2302127 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2302238.750000 Penalty: 4861.603516
	Iteration 18Q: 3 clusters Score -2302239 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2302336.750000 Penalty: 4861.603516
	Iteration 19Q: 3 clusters Score -2302337 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2302408.500000 Penalty: 4861.603516
	Iteration 20F: 3 clusters Score -2302408 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2302472.000000 Penalty: 4861.603516
	Iteration 21Q: 3 clusters Score -2302472 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2302545.000000 Penalty: 4861.603516
	Iteration 22Q: 3 clusters Score -2302545 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2302602.750000 Penalty: 4861.603516
	Iteration 23Q: 3 clusters Score -2302603 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2302668.750000 Penalty: 4861.603516
	Iteration 24Q: 3 clusters Score -2302669 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2302728.500000 Penalty: 4861.603516
	Iteration 25Q: 3 clusters Score -2302728 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2302804.250000 Penalty: 4861.603516
	Iteration 26Q: 3 clusters Score -2302804 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2302872.750000 Penalty: 4861.603516
	Iteration 27Q: 3 clusters Score -2302873 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2302933.000000 Penalty: 4861.603516
	Iteration 28Q: 3 clusters Score -2302933 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2302991.000000 Penalty: 4861.603516
	Iteration 29Q: 3 clusters Score -2302991 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2303047.500000 Penalty: 4861.603516
	Iteration 30Q: 3 clusters Score -2303048 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2303107.500000 Penalty: 4861.603516
	Iteration 31Q: 3 clusters Score -2303108 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2303146.750000 Penalty: 4861.603516
	Iteration 32Q: 3 clusters Score -2303147 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2303182.750000 Penalty: 4861.603516
	Iteration 33Q: 3 clusters Score -2303183 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2303207.500000 Penalty: 4861.603516
	Iteration 34Q: 3 clusters Score -2303208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2303245.750000 Penalty: 4861.603516
	Iteration 35Q: 3 clusters Score -2303246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2303275.500000 Penalty: 4861.603516
	Iteration 36Q: 3 clusters Score -2303276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2303297.500000 Penalty: 4861.603516
	Iteration 37Q: 3 clusters Score -2303298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2303321.750000 Penalty: 4861.603516
	Iteration 38Q: 3 clusters Score -2303322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2303355.500000 Penalty: 4861.603516
	Iteration 39Q: 3 clusters Score -2303356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2303376.750000 Penalty: 4861.603516
	Iteration 40F: 3 clusters Score -2303377 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2303414.750000 Penalty: 4861.603516
	Iteration 41Q: 3 clusters Score -2303415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2303439.000000 Penalty: 4861.603516
	Iteration 42Q: 3 clusters Score -2303439 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2303474.500000 Penalty: 4861.603516
	Iteration 43Q: 3 clusters Score -2303474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2303491.750000 Penalty: 4861.603516
	Iteration 44Q: 3 clusters Score -2303492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2303501.500000 Penalty: 4861.603516
	Iteration 45Q: 3 clusters Score -2303502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2303523.500000 Penalty: 4861.603516
	Iteration 46Q: 3 clusters Score -2303524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2303551.250000 Penalty: 4861.603516
	Iteration 47Q: 3 clusters Score -2303551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2303561.000000 Penalty: 4861.603516
	Iteration 48Q: 3 clusters Score -2303561 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2303579.250000 Penalty: 4861.603516
	Iteration 49Q: 3 clusters Score -2303579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2303604.750000 Penalty: 4861.603516
	Iteration 50Q: 3 clusters Score -2303605 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2303629.000000 Penalty: 4861.603516
	Iteration 51Q: 3 clusters Score -2303629 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2303661.250000 Penalty: 4861.603516
	Iteration 52Q: 3 clusters Score -2303661 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2303680.250000 Penalty: 4861.603516
	Iteration 53Q: 3 clusters Score -2303680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2303707.750000 Penalty: 4861.603516
	Iteration 54Q: 3 clusters Score -2303708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2303730.500000 Penalty: 4861.603516
	Iteration 55Q: 3 clusters Score -2303730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2303749.000000 Penalty: 4861.603516
	Iteration 56Q: 3 clusters Score -2303749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2303766.250000 Penalty: 4861.603516
	Iteration 57Q: 3 clusters Score -2303766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2303776.750000 Penalty: 4861.603516
	Iteration 58Q: 3 clusters Score -2303777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2303789.250000 Penalty: 4861.603516
	Iteration 59Q: 3 clusters Score -2303789 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2303806.250000 Penalty: 4861.603516
	Iteration 60F: 3 clusters Score -2303806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2303824.750000 Penalty: 4861.603516
	Iteration 61Q: 3 clusters Score -2303825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2303845.250000 Penalty: 4861.603516
	Iteration 62Q: 3 clusters Score -2303845 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2303863.250000 Penalty: 4861.603516
	Iteration 63Q: 3 clusters Score -2303863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2303884.250000 Penalty: 4861.603516
	Iteration 64Q: 3 clusters Score -2303884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2303888.000000 Penalty: 4861.603516
	Iteration 65Q: 3 clusters Score -2303888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2303912.000000 Penalty: 4861.603516
	Iteration 66Q: 3 clusters Score -2303912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2303913.250000 Penalty: 4861.603516
	Iteration 67Q: 3 clusters Score -2303913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2303923.000000 Penalty: 4861.603516
	Iteration 68Q: 3 clusters Score -2303923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2303935.750000 Penalty: 4861.603516
	Iteration 69Q: 3 clusters Score -2303936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2303938.500000 Penalty: 4861.603516
	Iteration 70Q: 3 clusters Score -2303938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2303946.750000 Penalty: 4861.603516
	Iteration 71Q: 3 clusters Score -2303947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2303959.750000 Penalty: 4861.603516
	Iteration 72Q: 3 clusters Score -2303960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2303973.500000 Penalty: 4861.603516
	Iteration 73Q: 3 clusters Score -2303974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2303988.500000 Penalty: 4861.603516
	Iteration 74Q: 3 clusters Score -2303988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2304001.500000 Penalty: 4861.603516
	Iteration 75Q: 3 clusters Score -2304002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2304002.250000 Penalty: 4861.603516
	Iteration 76Q: 3 clusters Score -2304002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2304009.750000 Penalty: 4861.603516
	Iteration 77Q: 3 clusters Score -2304010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2304015.750000 Penalty: 4861.603516
	Iteration 78Q: 3 clusters Score -2304016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2304022.250000 Penalty: 4861.603516
	Iteration 79Q: 3 clusters Score -2304022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2304026.500000 Penalty: 4861.603516
	Iteration 80F: 3 clusters Score -2304026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2304028.250000 Penalty: 4861.603516
	Iteration 81Q: 3 clusters Score -2304028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2304026.500000 Penalty: 4861.603516
	Iteration 82Q: 3 clusters Score -2304026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2304027.250000 Penalty: 4861.603516
	Iteration 83Q: 3 clusters Score -2304027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2304031.000000 Penalty: 4861.603516
	Iteration 84Q: 3 clusters Score -2304031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2304031.750000 Penalty: 4861.603516
	Iteration 85Q: 3 clusters Score -2304032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2304032.250000 Penalty: 4861.603516
	Iteration 86Q: 3 clusters Score -2304032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2304032.250000 Penalty: 4861.603516
	Iteration 87F: 3 clusters Score -2304032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Entering Unmasked Estep 
Score: -4976772.500000 Penalty: 2622.404053
	Iteration 0F: 2 clusters Score -4976772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4950420.000000 Penalty: 5244.808105
	Iteration 0F: 3 clusters Score -4950420 nChanged 17756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4960399.500000 Penalty: 5244.808105
	Iteration 1F: 3 clusters Score -4960400 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4961143.000000 Penalty: 5244.808105
	Iteration 2Q: 3 clusters Score -4961143 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4962021.500000 Penalty: 5244.808105
	Iteration 3F: 3 clusters Score -4962022 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4963130.500000 Penalty: 5244.808105
	Iteration 4F: 3 clusters Score -4963130 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -4964454.500000 Penalty: 5244.808105
	Iteration 5F: 3 clusters Score -4964454 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -4966075.000000 Penalty: 5244.808105
	Iteration 6F: 3 clusters Score -4966075 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -4967842.500000 Penalty: 5244.808105
	Iteration 7F: 3 clusters Score -4967842 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4969604.000000 Penalty: 5244.808105
	Iteration 8F: 3 clusters Score -4969604 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4971287.500000 Penalty: 5244.808105
	Iteration 9F: 3 clusters Score -4971288 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -4972583.000000 Penalty: 5244.808105
	Iteration 10Q: 3 clusters Score -4972583 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4973522.500000 Penalty: 5244.808105
	Iteration 11Q: 3 clusters Score -4973522 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4974127.500000 Penalty: 5244.808105
	Iteration 12Q: 3 clusters Score -4974128 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4974556.000000 Penalty: 5244.808105
	Iteration 13Q: 3 clusters Score -4974556 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4974854.500000 Penalty: 5244.808105
	Iteration 14Q: 3 clusters Score -4974854 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4975099.500000 Penalty: 5244.808105
	Iteration 15Q: 3 clusters Score -4975100 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4975263.500000 Penalty: 5244.808105
	Iteration 16Q: 3 clusters Score -4975264 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4975424.500000 Penalty: 5244.808105
	Iteration 17Q: 3 clusters Score -4975424 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4975553.000000 Penalty: 5244.808105
	Iteration 18Q: 3 clusters Score -4975553 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4975656.000000 Penalty: 5244.808105
	Iteration 19Q: 3 clusters Score -4975656 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4975720.000000 Penalty: 5244.808105
	Iteration 20F: 3 clusters Score -4975720 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4975778.000000 Penalty: 5244.808105
	Iteration 21Q: 3 clusters Score -4975778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4975812.000000 Penalty: 5244.808105
	Iteration 22Q: 3 clusters Score -4975812 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4975842.500000 Penalty: 5244.808105
	Iteration 23Q: 3 clusters Score -4975842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4975874.000000 Penalty: 5244.808105
	Iteration 24Q: 3 clusters Score -4975874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4975893.500000 Penalty: 5244.808105
	Iteration 25Q: 3 clusters Score -4975894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4975896.500000 Penalty: 5244.808105
	Iteration 26Q: 3 clusters Score -4975896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4975909.500000 Penalty: 5244.808105
	Iteration 27Q: 3 clusters Score -4975910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4975917.500000 Penalty: 5244.808105
	Iteration 28Q: 3 clusters Score -4975918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4975914.500000 Penalty: 5244.808105
	Iteration 29Q: 3 clusters Score -4975914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4975919.000000 Penalty: 5244.808105
	Iteration 30Q: 3 clusters Score -4975919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4975925.500000 Penalty: 5244.808105
	Iteration 31Q: 3 clusters Score -4975926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4975916.500000 Penalty: 5244.808105
	Iteration 32Q: 3 clusters Score -4975916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4975920.500000 Penalty: 5244.808105
	Iteration 33Q: 3 clusters Score -4975920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4975926.500000 Penalty: 5244.808105
	Iteration 34Q: 3 clusters Score -4975926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4975927.500000 Penalty: 5244.808105
	Iteration 35Q: 3 clusters Score -4975928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4975927.000000 Penalty: 5244.808105
	Iteration 36Q: 3 clusters Score -4975927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4975931.500000 Penalty: 5244.808105
	Iteration 37Q: 3 clusters Score -4975932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4975927.000000 Penalty: 5244.808105
	Iteration 38Q: 3 clusters Score -4975927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4975925.500000 Penalty: 5244.808105
	Iteration 39Q: 3 clusters Score -4975926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4975929.500000 Penalty: 5244.808105
	Iteration 40F: 3 clusters Score -4975930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4975926.000000 Penalty: 5244.808105
	Iteration 41Q: 3 clusters Score -4975926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4975931.000000 Penalty: 5244.808105
	Iteration 42Q: 3 clusters Score -4975931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4975931.000000 Penalty: 5244.808105
	Iteration 43F: 3 clusters Score -4975931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Entering Unmasked Estep 
Score: -3298024.250000 Penalty: 2539.616211
	Iteration 0F: 2 clusters Score -3298024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3278848.500000 Penalty: 5079.232422
	Iteration 0F: 3 clusters Score -3278848 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3286287.000000 Penalty: 5079.232422
	Iteration 1F: 3 clusters Score -3286287 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3287173.250000 Penalty: 5079.232422
	Iteration 2F: 3 clusters Score -3287173 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3288015.500000 Penalty: 5079.232422
	Iteration 3F: 3 clusters Score -3288016 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3288805.750000 Penalty: 5079.232422
	Iteration 4F: 3 clusters Score -3288806 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3289542.500000 Penalty: 5079.232422
	Iteration 5F: 3 clusters Score -3289542 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3290308.500000 Penalty: 5079.232422
	Iteration 6F: 3 clusters Score -3290308 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3291212.500000 Penalty: 5079.232422
	Iteration 7F: 3 clusters Score -3291212 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3292229.500000 Penalty: 5079.232422
	Iteration 8F: 3 clusters Score -3292230 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3293290.750000 Penalty: 5079.232422
	Iteration 9F: 3 clusters Score -3293291 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3294436.000000 Penalty: 5079.232422
	Iteration 10Q: 3 clusters Score -3294436 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3295489.500000 Penalty: 5079.232422
	Iteration 11Q: 3 clusters Score -3295490 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3296217.750000 Penalty: 5079.232422
	Iteration 12Q: 3 clusters Score -3296218 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3296652.500000 Penalty: 5079.232422
	Iteration 13Q: 3 clusters Score -3296652 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3296946.000000 Penalty: 5079.232422
	Iteration 14Q: 3 clusters Score -3296946 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3297146.750000 Penalty: 5079.232422
	Iteration 15Q: 3 clusters Score -3297147 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3297284.750000 Penalty: 5079.232422
	Iteration 16Q: 3 clusters Score -3297285 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3297383.750000 Penalty: 5079.232422
	Iteration 17Q: 3 clusters Score -3297384 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3297456.000000 Penalty: 5079.232422
	Iteration 18Q: 3 clusters Score -3297456 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3297507.000000 Penalty: 5079.232422
	Iteration 19Q: 3 clusters Score -3297507 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3297531.000000 Penalty: 5079.232422
	Iteration 20F: 3 clusters Score -3297531 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3297567.750000 Penalty: 5079.232422
	Iteration 21Q: 3 clusters Score -3297568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3297580.750000 Penalty: 5079.232422
	Iteration 22Q: 3 clusters Score -3297581 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3297600.500000 Penalty: 5079.232422
	Iteration 23Q: 3 clusters Score -3297600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3297609.250000 Penalty: 5079.232422
	Iteration 24Q: 3 clusters Score -3297609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3297622.000000 Penalty: 5079.232422
	Iteration 25Q: 3 clusters Score -3297622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3297630.750000 Penalty: 5079.232422
	Iteration 26Q: 3 clusters Score -3297631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3297632.000000 Penalty: 5079.232422
	Iteration 27Q: 3 clusters Score -3297632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -3297635.000000 Penalty: 5079.232422
	Iteration 28Q: 3 clusters Score -3297635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3297637.500000 Penalty: 5079.232422
	Iteration 29Q: 3 clusters Score -3297638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3297639.500000 Penalty: 5079.232422
	Iteration 30Q: 3 clusters Score -3297640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3297657.250000 Penalty: 5079.232422
	Iteration 31Q: 3 clusters Score -3297657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3297661.250000 Penalty: 5079.232422
	Iteration 32Q: 3 clusters Score -3297661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3297658.750000 Penalty: 5079.232422
	Iteration 33Q: 3 clusters Score -3297659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3297662.000000 Penalty: 5079.232422
	Iteration 34Q: 3 clusters Score -3297662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3297665.250000 Penalty: 5079.232422
	Iteration 35Q: 3 clusters Score -3297665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3297673.750000 Penalty: 5079.232422
	Iteration 36Q: 3 clusters Score -3297674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3297669.500000 Penalty: 5079.232422
	Iteration 37Q: 3 clusters Score -3297670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3297668.250000 Penalty: 5079.232422
	Iteration 38Q: 3 clusters Score -3297668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3297677.000000 Penalty: 5079.232422
	Iteration 39Q: 3 clusters Score -3297677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3297676.000000 Penalty: 5079.232422
	Iteration 40F: 3 clusters Score -3297676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3297680.000000 Penalty: 5079.232422
	Iteration 41Q: 3 clusters Score -3297680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3297679.250000 Penalty: 5079.232422
	Iteration 42Q: 3 clusters Score -3297679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3297690.000000 Penalty: 5079.232422
	Iteration 43Q: 3 clusters Score -3297690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3297690.000000 Penalty: 5079.232422
	Iteration 44Q: 3 clusters Score -3297690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3297690.000000 Penalty: 5079.232422
	Iteration 45Q: 3 clusters Score -3297690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -3297685.500000 Penalty: 5079.232422
	Iteration 46Q: 3 clusters Score -3297686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3297686.250000 Penalty: 5079.232422
	Iteration 47Q: 3 clusters Score -3297686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3297689.000000 Penalty: 5079.232422
	Iteration 48Q: 3 clusters Score -3297689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3297688.750000 Penalty: 5079.232422
	Iteration 49Q: 3 clusters Score -3297689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3297691.500000 Penalty: 5079.232422
	Iteration 50Q: 3 clusters Score -3297692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3297693.000000 Penalty: 5079.232422
	Iteration 51Q: 3 clusters Score -3297693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3297693.250000 Penalty: 5079.232422
	Iteration 52Q: 3 clusters Score -3297693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3297689.000000 Penalty: 5079.232422
	Iteration 53Q: 3 clusters Score -3297689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3297694.500000 Penalty: 5079.232422
	Iteration 54Q: 3 clusters Score -3297694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3297696.250000 Penalty: 5079.232422
	Iteration 55Q: 3 clusters Score -3297696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3297694.250000 Penalty: 5079.232422
	Iteration 56Q: 3 clusters Score -3297694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3297694.250000 Penalty: 5079.232422
	Iteration 57F: 3 clusters Score -3297694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (114394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114394 members 
Entering Unmasked Estep 
Score: -14534739.000000 Penalty: 2888.556152
	Iteration 0F: 2 clusters Score -1.453474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -14457929.000000 Penalty: 5777.112305
	Iteration 0F: 3 clusters Score -1.445793e+07 nChanged 54608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -14491273.000000 Penalty: 5777.112305
	Iteration 1F: 3 clusters Score -1.449127e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -14494757.000000 Penalty: 5777.112305
	Iteration 2F: 3 clusters Score -1.449476e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -14499179.000000 Penalty: 5777.112305
	Iteration 3F: 3 clusters Score -1.449918e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -14505025.000000 Penalty: 5777.112305
	Iteration 4F: 3 clusters Score -1.450502e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -14512233.000000 Penalty: 5777.112305
	Iteration 5F: 3 clusters Score -1.451223e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 84702 members 
Entering Unmasked Estep 
Score: -14520138.000000 Penalty: 5777.112305
	Iteration 6F: 3 clusters Score -1.452014e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -14526536.000000 Penalty: 5777.112305
	Iteration 7F: 3 clusters Score -1.452654e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -14530717.000000 Penalty: 5777.112305
	Iteration 8Q: 3 clusters Score -1.453072e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 98452 members 
Entering Unmasked Estep 
Score: -14533615.000000 Penalty: 5777.112305
	Iteration 9Q: 3 clusters Score -1.453362e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -14535492.000000 Penalty: 5777.112305
	Iteration 10Q: 3 clusters Score -1.453549e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
Score: -14536784.000000 Penalty: 5777.112305
	Iteration 11Q: 3 clusters Score -1.453678e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -14537541.000000 Penalty: 5777.112305
	Iteration 12Q: 3 clusters Score -1.453754e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -14538210.000000 Penalty: 5777.112305
	Iteration 13Q: 3 clusters Score -1.453821e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 105848 members 
Entering Unmasked Estep 
Score: -14538711.000000 Penalty: 5777.112305
	Iteration 14Q: 3 clusters Score -1.453871e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 106500 members 
Entering Unmasked Estep 
Score: -14539094.000000 Penalty: 5777.112305
	Iteration 15Q: 3 clusters Score -1.453909e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 107043 members 
Entering Unmasked Estep 
Score: -14539339.000000 Penalty: 5777.112305
	Iteration 16Q: 3 clusters Score -1.453934e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -14539551.000000 Penalty: 5777.112305
	Iteration 17Q: 3 clusters Score -1.453955e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 107781 members 
Entering Unmasked Estep 
Score: -14539681.000000 Penalty: 5777.112305
	Iteration 18Q: 3 clusters Score -1.453968e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -14539813.000000 Penalty: 5777.112305
	Iteration 19Q: 3 clusters Score -1.453981e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -14539901.000000 Penalty: 5777.112305
	Iteration 20F: 3 clusters Score -1.45399e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -14539914.000000 Penalty: 5777.112305
	Iteration 21Q: 3 clusters Score -1.453991e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 108590 members 
Entering Unmasked Estep 
Score: -14539953.000000 Penalty: 5777.112305
	Iteration 22Q: 3 clusters Score -1.453995e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -14539980.000000 Penalty: 5777.112305
	Iteration 23Q: 3 clusters Score -1.453998e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -14540017.000000 Penalty: 5777.112305
	Iteration 24Q: 3 clusters Score -1.454002e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 108850 members 
Entering Unmasked Estep 
Score: -14540041.000000 Penalty: 5777.112305
	Iteration 25Q: 3 clusters Score -1.454004e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -14540047.000000 Penalty: 5777.112305
	Iteration 26Q: 3 clusters Score -1.454005e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 108987 members 
Entering Unmasked Estep 
Score: -14540045.000000 Penalty: 5777.112305
	Iteration 27Q: 3 clusters Score -1.454004e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 109056 members 
Entering Unmasked Estep 
Score: -14540073.000000 Penalty: 5777.112305
	Iteration 28Q: 3 clusters Score -1.454007e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -14540067.000000 Penalty: 5777.112305
	Iteration 29Q: 3 clusters Score -1.454007e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -14540070.000000 Penalty: 5777.112305
	Iteration 30Q: 3 clusters Score -1.454007e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 109182 members 
Entering Unmasked Estep 
Score: -14540076.000000 Penalty: 5777.112305
	Iteration 31Q: 3 clusters Score -1.454008e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 109219 members 
Entering Unmasked Estep 
Score: -14540094.000000 Penalty: 5777.112305
	Iteration 32Q: 3 clusters Score -1.454009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -14540086.000000 Penalty: 5777.112305
	Iteration 33Q: 3 clusters Score -1.454009e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -14540088.000000 Penalty: 5777.112305
	Iteration 34Q: 3 clusters Score -1.454009e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 109291 members 
Entering Unmasked Estep 
Score: -14540088.000000 Penalty: 5777.112305
	Iteration 35Q: 3 clusters Score -1.454009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 109307 members 
Entering Unmasked Estep 
Score: -14540083.000000 Penalty: 5777.112305
	Iteration 36Q: 3 clusters Score -1.454008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 109315 members 
Entering Unmasked Estep 
Score: -14540089.000000 Penalty: 5777.112305
	Iteration 37Q: 3 clusters Score -1.454009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 109324 members 
Entering Unmasked Estep 
Score: -14540096.000000 Penalty: 5777.112305
	Iteration 38Q: 3 clusters Score -1.45401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 109328 members 
Entering Unmasked Estep 
Score: -14540090.000000 Penalty: 5777.112305
	Iteration 39Q: 3 clusters Score -1.454009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 109335 members 
Entering Unmasked Estep 
Score: -14540087.000000 Penalty: 5777.112305
	Iteration 40F: 3 clusters Score -1.454009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 109339 members 
Entering Unmasked Estep 
Score: -14540080.000000 Penalty: 5777.112305
	Iteration 41Q: 3 clusters Score -1.454008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -14540098.000000 Penalty: 5777.112305
	Iteration 42Q: 3 clusters Score -1.45401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -14540096.000000 Penalty: 5777.112305
	Iteration 43Q: 3 clusters Score -1.45401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -14540083.000000 Penalty: 5777.112305
	Iteration 44Q: 3 clusters Score -1.454008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -14540086.000000 Penalty: 5777.112305
	Iteration 45Q: 3 clusters Score -1.454009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 109365 members 
Entering Unmasked Estep 
Score: -14540097.000000 Penalty: 5777.112305
	Iteration 46Q: 3 clusters Score -1.45401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -14540095.000000 Penalty: 5777.112305
	Iteration 47Q: 3 clusters Score -1.45401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -14540089.000000 Penalty: 5777.112305
	Iteration 48Q: 3 clusters Score -1.454009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -14540093.000000 Penalty: 5777.112305
	Iteration 49Q: 3 clusters Score -1.454009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -14540088.000000 Penalty: 5777.112305
	Iteration 50Q: 3 clusters Score -1.454009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -14540088.000000 Penalty: 5777.112305
	Iteration 51Q: 3 clusters Score -1.454009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -14540081.000000 Penalty: 5777.112305
	Iteration 52Q: 3 clusters Score -1.454008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 109387 members 
Entering Unmasked Estep 
Score: -14540085.000000 Penalty: 5777.112305
	Iteration 53Q: 3 clusters Score -1.454008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 109391 members 
Entering Unmasked Estep 
Score: -14540085.000000 Penalty: 5777.112305
	Iteration 54Q: 3 clusters Score -1.454008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 109394 members 
Entering Unmasked Estep 
Score: -14540088.000000 Penalty: 5777.112305
	Iteration 55Q: 3 clusters Score -1.454009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 109395 members 
Entering Unmasked Estep 
Score: -14540088.000000 Penalty: 5777.112305
	Iteration 56Q: 3 clusters Score -1.454009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 109395 members 
Entering Unmasked Estep 
Score: -14540088.000000 Penalty: 5777.112305
	Iteration 57F: 3 clusters Score -1.454009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 21200 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 2546 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 109395 members 
Entering Unmasked Estep 
Score: -77975696.000000 Penalty: 92705.921875
Splitting cluster 14 changes total score from -77964072.000000 to -77975696.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -467015.781250 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -467015.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -463345.093750 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -463345.1 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -464371.125000 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -464371.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -464841.187500 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -464841.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -465259.312500 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -465259.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -465617.406250 Penalty: 4093.471680
	Iteration 4F: 3 clusters Score -465617.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -465862.562500 Penalty: 4093.471680
	Iteration 5F: 3 clusters Score -465862.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -466009.125000 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -466009.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -466099.500000 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -466099.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -466145.375000 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -466145.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -466177.375000 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -466177.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -466199.500000 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -466199.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -466216.218750 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -466216.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -466227.406250 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -466227.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -466237.437500 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -466237.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -466248.312500 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -466248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -466252.843750 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -466252.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -466256.687500 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -466256.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -466261.593750 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -466261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -466265.500000 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -466265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -466265.843750 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -466265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -466267.937500 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -466267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -466269.156250 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -466269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -466270.875000 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -466270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -466273.625000 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -466273.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -466276.375000 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -466276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -466280.125000 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -466280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -466281.156250 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -466281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -466281.875000 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -466281.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -466282.593750 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -466282.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -466282.593750 Penalty: 4093.471680
	Iteration 29F: 3 clusters Score -466282.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -119374.859375 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -119374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117583.945312 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -117583.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118728.914062 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -118728.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -120015.609375 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -120015.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -120550.171875 Penalty: 3446.176758
	Iteration 3F: 3 clusters Score -120550.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -120855.109375 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -120855.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -121080.351562 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -121080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -121096.273438 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -121096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -121106.195312 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -121106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -121106.195312 Penalty: 3446.176758
	Iteration 8F: 3 clusters Score -121106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 21200 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 2546 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 109395 members 
Mstep: Class 29 contains 265 members 
Entering Unmasked Estep 
Score: -77975864.000000 Penalty: 96016.843750
Splitting cluster 16 changes total score from -77964072.000000 to -77975864.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (30174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Entering Unmasked Estep 
Score: -3853668.250000 Penalty: 2558.054688
	Iteration 0F: 2 clusters Score -3853668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3832960.000000 Penalty: 5116.109375
	Iteration 0F: 3 clusters Score -3832960 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3840370.500000 Penalty: 5116.109375
	Iteration 1F: 3 clusters Score -3840370 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3840784.500000 Penalty: 5116.109375
	Iteration 2Q: 3 clusters Score -3840784 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3841139.750000 Penalty: 5116.109375
	Iteration 3Q: 3 clusters Score -3841140 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3841472.250000 Penalty: 5116.109375
	Iteration 4Q: 3 clusters Score -3841472 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3841793.250000 Penalty: 5116.109375
	Iteration 5Q: 3 clusters Score -3841793 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3842225.000000 Penalty: 5116.109375
	Iteration 6Q: 3 clusters Score -3842225 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3842774.500000 Penalty: 5116.109375
	Iteration 7Q: 3 clusters Score -3842774 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3843490.500000 Penalty: 5116.109375
	Iteration 8Q: 3 clusters Score -3843490 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3844319.500000 Penalty: 5116.109375
	Iteration 9F: 3 clusters Score -3844320 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3845280.500000 Penalty: 5116.109375
	Iteration 10F: 3 clusters Score -3845280 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3846307.500000 Penalty: 5116.109375
	Iteration 11F: 3 clusters Score -3846308 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3847370.500000 Penalty: 5116.109375
	Iteration 12F: 3 clusters Score -3847370 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3848316.500000 Penalty: 5116.109375
	Iteration 13Q: 3 clusters Score -3848316 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3849107.750000 Penalty: 5116.109375
	Iteration 14Q: 3 clusters Score -3849108 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3849712.500000 Penalty: 5116.109375
	Iteration 15Q: 3 clusters Score -3849712 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3850262.750000 Penalty: 5116.109375
	Iteration 16Q: 3 clusters Score -3850263 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3850704.750000 Penalty: 5116.109375
	Iteration 17Q: 3 clusters Score -3850705 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3851044.000000 Penalty: 5116.109375
	Iteration 18Q: 3 clusters Score -3851044 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3851284.000000 Penalty: 5116.109375
	Iteration 19Q: 3 clusters Score -3851284 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3851449.250000 Penalty: 5116.109375
	Iteration 20F: 3 clusters Score -3851449 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3851548.500000 Penalty: 5116.109375
	Iteration 21Q: 3 clusters Score -3851548 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3851619.750000 Penalty: 5116.109375
	Iteration 22Q: 3 clusters Score -3851620 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3851676.000000 Penalty: 5116.109375
	Iteration 23Q: 3 clusters Score -3851676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3851703.000000 Penalty: 5116.109375
	Iteration 24Q: 3 clusters Score -3851703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3851712.500000 Penalty: 5116.109375
	Iteration 25Q: 3 clusters Score -3851712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -3851738.250000 Penalty: 5116.109375
	Iteration 26Q: 3 clusters Score -3851738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3851746.000000 Penalty: 5116.109375
	Iteration 27Q: 3 clusters Score -3851746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3851752.000000 Penalty: 5116.109375
	Iteration 28Q: 3 clusters Score -3851752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3851753.250000 Penalty: 5116.109375
	Iteration 29Q: 3 clusters Score -3851753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3851760.500000 Penalty: 5116.109375
	Iteration 30Q: 3 clusters Score -3851760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3851757.500000 Penalty: 5116.109375
	Iteration 31Q: 3 clusters Score -3851758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3851759.250000 Penalty: 5116.109375
	Iteration 32Q: 3 clusters Score -3851759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -3851757.000000 Penalty: 5116.109375
	Iteration 33Q: 3 clusters Score -3851757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -3851757.000000 Penalty: 5116.109375
	Iteration 34F: 3 clusters Score -3851757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -75112.500000 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -75112.5 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 357 members 
Entering Unmasked Estep 
Score: -73546.687500 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -73546.69 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73870.625000 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -73870.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74069.054688 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -74069.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74294.062500 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -74294.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74563.117188 Penalty: 3213.340576
	Iteration 4F: 3 clusters Score -74563.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74774.234375 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -74774.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74915.007812 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -74915.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75076.750000 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -75076.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75292.625000 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -75292.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -75570.617188 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -75570.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75579.507812 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -75579.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75581.078125 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -75581.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75581.078125 Penalty: 3213.340576
	Iteration 12F: 3 clusters Score -75581.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 21200 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 2546 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 109395 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 427 members 
Entering Unmasked Estep 
Score: -77974648.000000 Penalty: 99327.773438
Splitting cluster 18 changes total score from -77964072.000000 to -77974648.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (9833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Entering Unmasked Estep 
Score: -1265661.875000 Penalty: 2279.987793
	Iteration 0F: 2 clusters Score -1265662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1258130.375000 Penalty: 4559.975586
	Iteration 0F: 3 clusters Score -1258130 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1260315.125000 Penalty: 4559.975586
	Iteration 1F: 3 clusters Score -1260315 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1260637.625000 Penalty: 4559.975586
	Iteration 2F: 3 clusters Score -1260638 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1260891.875000 Penalty: 4559.975586
	Iteration 3F: 3 clusters Score -1260892 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1261174.375000 Penalty: 4559.975586
	Iteration 4Q: 3 clusters Score -1261174 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1261468.125000 Penalty: 4559.975586
	Iteration 5Q: 3 clusters Score -1261468 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1261823.125000 Penalty: 4559.975586
	Iteration 6F: 3 clusters Score -1261823 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1262235.125000 Penalty: 4559.975586
	Iteration 7F: 3 clusters Score -1262235 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1262708.625000 Penalty: 4559.975586
	Iteration 8F: 3 clusters Score -1262709 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1263155.750000 Penalty: 4559.975586
	Iteration 9F: 3 clusters Score -1263156 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1263517.500000 Penalty: 4559.975586
	Iteration 10Q: 3 clusters Score -1263518 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1263802.625000 Penalty: 4559.975586
	Iteration 11Q: 3 clusters Score -1263803 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1263996.125000 Penalty: 4559.975586
	Iteration 12Q: 3 clusters Score -1263996 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1264138.250000 Penalty: 4559.975586
	Iteration 13Q: 3 clusters Score -1264138 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1264241.500000 Penalty: 4559.975586
	Iteration 14Q: 3 clusters Score -1264242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1264303.500000 Penalty: 4559.975586
	Iteration 15Q: 3 clusters Score -1264304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1264342.875000 Penalty: 4559.975586
	Iteration 16Q: 3 clusters Score -1264343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1264368.375000 Penalty: 4559.975586
	Iteration 17Q: 3 clusters Score -1264368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1264380.500000 Penalty: 4559.975586
	Iteration 18Q: 3 clusters Score -1264380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1264399.750000 Penalty: 4559.975586
	Iteration 19Q: 3 clusters Score -1264400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1264411.875000 Penalty: 4559.975586
	Iteration 20F: 3 clusters Score -1264412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1264423.125000 Penalty: 4559.975586
	Iteration 21Q: 3 clusters Score -1264423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1264431.375000 Penalty: 4559.975586
	Iteration 22Q: 3 clusters Score -1264431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1264437.000000 Penalty: 4559.975586
	Iteration 23Q: 3 clusters Score -1264437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1264441.500000 Penalty: 4559.975586
	Iteration 24Q: 3 clusters Score -1264442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1264445.250000 Penalty: 4559.975586
	Iteration 25Q: 3 clusters Score -1264445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1264446.875000 Penalty: 4559.975586
	Iteration 26Q: 3 clusters Score -1264447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1264449.875000 Penalty: 4559.975586
	Iteration 27Q: 3 clusters Score -1264450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1264449.875000 Penalty: 4559.975586
	Iteration 28F: 3 clusters Score -1264450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Entering Unmasked Estep 
Score: -2600042.250000 Penalty: 2470.515625
	Iteration 0F: 2 clusters Score -2600042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2585443.250000 Penalty: 4941.031250
	Iteration 0F: 3 clusters Score -2585443 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2590803.250000 Penalty: 4941.031250
	Iteration 1F: 3 clusters Score -2590803 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2591906.500000 Penalty: 4941.031250
	Iteration 2F: 3 clusters Score -2591906 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2593246.500000 Penalty: 4941.031250
	Iteration 3F: 3 clusters Score -2593246 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2594584.000000 Penalty: 4941.031250
	Iteration 4F: 3 clusters Score -2594584 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2595799.250000 Penalty: 4941.031250
	Iteration 5F: 3 clusters Score -2595799 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2596994.250000 Penalty: 4941.031250
	Iteration 6F: 3 clusters Score -2596994 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2598071.750000 Penalty: 4941.031250
	Iteration 7F: 3 clusters Score -2598072 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2598969.250000 Penalty: 4941.031250
	Iteration 8F: 3 clusters Score -2598969 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2599671.250000 Penalty: 4941.031250
	Iteration 9Q: 3 clusters Score -2599671 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2600217.000000 Penalty: 4941.031250
	Iteration 10Q: 3 clusters Score -2600217 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2600609.250000 Penalty: 4941.031250
	Iteration 11Q: 3 clusters Score -2600609 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2600867.500000 Penalty: 4941.031250
	Iteration 12Q: 3 clusters Score -2600868 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2601029.750000 Penalty: 4941.031250
	Iteration 13Q: 3 clusters Score -2601030 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2601164.250000 Penalty: 4941.031250
	Iteration 14Q: 3 clusters Score -2601164 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2601331.000000 Penalty: 4941.031250
	Iteration 15Q: 3 clusters Score -2601331 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2601558.750000 Penalty: 4941.031250
	Iteration 16Q: 3 clusters Score -2601559 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2601799.000000 Penalty: 4941.031250
	Iteration 17Q: 3 clusters Score -2601799 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2601940.500000 Penalty: 4941.031250
	Iteration 18Q: 3 clusters Score -2601940 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2602021.250000 Penalty: 4941.031250
	Iteration 19Q: 3 clusters Score -2602021 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2602062.750000 Penalty: 4941.031250
	Iteration 20F: 3 clusters Score -2602063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2602085.500000 Penalty: 4941.031250
	Iteration 21Q: 3 clusters Score -2602086 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2602089.000000 Penalty: 4941.031250
	Iteration 22Q: 3 clusters Score -2602089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2602089.750000 Penalty: 4941.031250
	Iteration 23Q: 3 clusters Score -2602090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2602094.000000 Penalty: 4941.031250
	Iteration 24Q: 3 clusters Score -2602094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2602100.500000 Penalty: 4941.031250
	Iteration 25Q: 3 clusters Score -2602100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2602113.000000 Penalty: 4941.031250
	Iteration 26Q: 3 clusters Score -2602113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2602107.250000 Penalty: 4941.031250
	Iteration 27Q: 3 clusters Score -2602107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2602108.750000 Penalty: 4941.031250
	Iteration 28Q: 3 clusters Score -2602109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2602107.750000 Penalty: 4941.031250
	Iteration 29Q: 3 clusters Score -2602108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2602111.250000 Penalty: 4941.031250
	Iteration 30Q: 3 clusters Score -2602111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2602114.250000 Penalty: 4941.031250
	Iteration 31Q: 3 clusters Score -2602114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2602117.250000 Penalty: 4941.031250
	Iteration 32Q: 3 clusters Score -2602117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2602113.250000 Penalty: 4941.031250
	Iteration 33Q: 3 clusters Score -2602113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2602113.250000 Penalty: 4941.031250
	Iteration 34F: 3 clusters Score -2602113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 16034 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 2546 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 109395 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 5166 members 
Entering Unmasked Estep 
Score: -77976200.000000 Penalty: 102638.695312
Splitting cluster 20 changes total score from -77964072.000000 to -77976200.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -667403.250000 Penalty: 2122.609863
	Iteration 0F: 2 clusters Score -667403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -662725.000000 Penalty: 4245.219727
	Iteration 0F: 3 clusters Score -662725 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -663917.562500 Penalty: 4245.219727
	Iteration 1F: 3 clusters Score -663917.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -664152.562500 Penalty: 4245.219727
	Iteration 2F: 3 clusters Score -664152.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -664328.500000 Penalty: 4245.219727
	Iteration 3F: 3 clusters Score -664328.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -664488.687500 Penalty: 4245.219727
	Iteration 4Q: 3 clusters Score -664488.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -664686.875000 Penalty: 4245.219727
	Iteration 5Q: 3 clusters Score -664686.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -664951.500000 Penalty: 4245.219727
	Iteration 6F: 3 clusters Score -664951.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -665286.312500 Penalty: 4245.219727
	Iteration 7F: 3 clusters Score -665286.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -665620.375000 Penalty: 4245.219727
	Iteration 8F: 3 clusters Score -665620.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -665852.562500 Penalty: 4245.219727
	Iteration 9F: 3 clusters Score -665852.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -666015.437500 Penalty: 4245.219727
	Iteration 10Q: 3 clusters Score -666015.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -666129.312500 Penalty: 4245.219727
	Iteration 11Q: 3 clusters Score -666129.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -666198.437500 Penalty: 4245.219727
	Iteration 12Q: 3 clusters Score -666198.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -666237.937500 Penalty: 4245.219727
	Iteration 13Q: 3 clusters Score -666237.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -666264.937500 Penalty: 4245.219727
	Iteration 14Q: 3 clusters Score -666264.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -666283.312500 Penalty: 4245.219727
	Iteration 15Q: 3 clusters Score -666283.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -666293.062500 Penalty: 4245.219727
	Iteration 16Q: 3 clusters Score -666293.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -666304.000000 Penalty: 4245.219727
	Iteration 17Q: 3 clusters Score -666304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -666313.000000 Penalty: 4245.219727
	Iteration 18Q: 3 clusters Score -666313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -666318.500000 Penalty: 4245.219727
	Iteration 19Q: 3 clusters Score -666318.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -666323.937500 Penalty: 4245.219727
	Iteration 20F: 3 clusters Score -666323.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -666325.687500 Penalty: 4245.219727
	Iteration 21Q: 3 clusters Score -666325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -666326.750000 Penalty: 4245.219727
	Iteration 22Q: 3 clusters Score -666326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -666327.437500 Penalty: 4245.219727
	Iteration 23Q: 3 clusters Score -666327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -666329.625000 Penalty: 4245.219727
	Iteration 24Q: 3 clusters Score -666329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -666332.312500 Penalty: 4245.219727
	Iteration 25Q: 3 clusters Score -666332.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -666333.687500 Penalty: 4245.219727
	Iteration 26Q: 3 clusters Score -666333.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -666335.812500 Penalty: 4245.219727
	Iteration 27Q: 3 clusters Score -666335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -666339.500000 Penalty: 4245.219727
	Iteration 28Q: 3 clusters Score -666339.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -666342.687500 Penalty: 4245.219727
	Iteration 29Q: 3 clusters Score -666342.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -666345.937500 Penalty: 4245.219727
	Iteration 30Q: 3 clusters Score -666345.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -666350.875000 Penalty: 4245.219727
	Iteration 31Q: 3 clusters Score -666350.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -666357.937500 Penalty: 4245.219727
	Iteration 32Q: 3 clusters Score -666357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -666367.062500 Penalty: 4245.219727
	Iteration 33Q: 3 clusters Score -666367.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -666374.625000 Penalty: 4245.219727
	Iteration 34Q: 3 clusters Score -666374.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -666384.187500 Penalty: 4245.219727
	Iteration 35Q: 3 clusters Score -666384.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -666386.500000 Penalty: 4245.219727
	Iteration 36Q: 3 clusters Score -666386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -666389.000000 Penalty: 4245.219727
	Iteration 37Q: 3 clusters Score -666389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -666391.187500 Penalty: 4245.219727
	Iteration 38Q: 3 clusters Score -666391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -666394.312500 Penalty: 4245.219727
	Iteration 39Q: 3 clusters Score -666394.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -666397.312500 Penalty: 4245.219727
	Iteration 40F: 3 clusters Score -666397.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -666398.687500 Penalty: 4245.219727
	Iteration 41Q: 3 clusters Score -666398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -666400.312500 Penalty: 4245.219727
	Iteration 42Q: 3 clusters Score -666400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -666400.187500 Penalty: 4245.219727
	Iteration 43Q: 3 clusters Score -666400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -666400.187500 Penalty: 4245.219727
	Iteration 44F: 3 clusters Score -666400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (92350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Entering Unmasked Estep 
Score: -11801193.000000 Penalty: 2835.468506
	Iteration 0F: 2 clusters Score -1.180119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -11739142.000000 Penalty: 5670.937012
	Iteration 0F: 3 clusters Score -1.173914e+07 nChanged 43710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -11764417.000000 Penalty: 5670.937012
	Iteration 1F: 3 clusters Score -1.176442e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -11765420.000000 Penalty: 5670.937012
	Iteration 2Q: 3 clusters Score -1.176542e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -11766922.000000 Penalty: 5670.937012
	Iteration 3Q: 3 clusters Score -1.176692e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -11768830.000000 Penalty: 5670.937012
	Iteration 4Q: 3 clusters Score -1.176883e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -11771744.000000 Penalty: 5670.937012
	Iteration 5F: 3 clusters Score -1.177174e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -11775744.000000 Penalty: 5670.937012
	Iteration 6F: 3 clusters Score -1.177574e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -11780325.000000 Penalty: 5670.937012
	Iteration 7F: 3 clusters Score -1.178032e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -11784169.000000 Penalty: 5670.937012
	Iteration 8F: 3 clusters Score -1.178417e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -11787506.000000 Penalty: 5670.937012
	Iteration 9F: 3 clusters Score -1.178751e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -11790019.000000 Penalty: 5670.937012
	Iteration 10Q: 3 clusters Score -1.179002e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -11792344.000000 Penalty: 5670.937012
	Iteration 11Q: 3 clusters Score -1.179234e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -11794262.000000 Penalty: 5670.937012
	Iteration 12Q: 3 clusters Score -1.179426e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -11795724.000000 Penalty: 5670.937012
	Iteration 13Q: 3 clusters Score -1.179572e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -11796874.000000 Penalty: 5670.937012
	Iteration 14Q: 3 clusters Score -1.179687e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -11797661.000000 Penalty: 5670.937012
	Iteration 15Q: 3 clusters Score -1.179766e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11798046.000000 Penalty: 5670.937012
	Iteration 16Q: 3 clusters Score -1.179805e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91248 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11798302.000000 Penalty: 5670.937012
	Iteration 17Q: 3 clusters Score -1.17983e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11798428.000000 Penalty: 5670.937012
	Iteration 18Q: 3 clusters Score -1.179843e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11798547.000000 Penalty: 5670.937012
	Iteration 19Q: 3 clusters Score -1.179855e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -11798594.000000 Penalty: 5670.937012
	Iteration 20F: 3 clusters Score -1.179859e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11798625.000000 Penalty: 5670.937012
	Iteration 21Q: 3 clusters Score -1.179862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11798658.000000 Penalty: 5670.937012
	Iteration 22Q: 3 clusters Score -1.179866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91682 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11798686.000000 Penalty: 5670.937012
	Iteration 23Q: 3 clusters Score -1.179869e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11798693.000000 Penalty: 5670.937012
	Iteration 24Q: 3 clusters Score -1.179869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91730 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -11798704.000000 Penalty: 5670.937012
	Iteration 25Q: 3 clusters Score -1.17987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11798710.000000 Penalty: 5670.937012
	Iteration 26Q: 3 clusters Score -1.179871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11798723.000000 Penalty: 5670.937012
	Iteration 27Q: 3 clusters Score -1.179872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -11798730.000000 Penalty: 5670.937012
	Iteration 28Q: 3 clusters Score -1.179873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11798742.000000 Penalty: 5670.937012
	Iteration 29Q: 3 clusters Score -1.179874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -11798739.000000 Penalty: 5670.937012
	Iteration 30Q: 3 clusters Score -1.179874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11798749.000000 Penalty: 5670.937012
	Iteration 31Q: 3 clusters Score -1.179875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91788 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11798764.000000 Penalty: 5670.937012
	Iteration 32Q: 3 clusters Score -1.179876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11798767.000000 Penalty: 5670.937012
	Iteration 33Q: 3 clusters Score -1.179877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11798776.000000 Penalty: 5670.937012
	Iteration 34Q: 3 clusters Score -1.179878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11798782.000000 Penalty: 5670.937012
	Iteration 35Q: 3 clusters Score -1.179878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11798784.000000 Penalty: 5670.937012
	Iteration 36Q: 3 clusters Score -1.179878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11798782.000000 Penalty: 5670.937012
	Iteration 37Q: 3 clusters Score -1.179878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91802 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11798791.000000 Penalty: 5670.937012
	Iteration 38Q: 3 clusters Score -1.179879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11798786.000000 Penalty: 5670.937012
	Iteration 39Q: 3 clusters Score -1.179879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11798782.000000 Penalty: 5670.937012
	Iteration 40F: 3 clusters Score -1.179878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11798776.000000 Penalty: 5670.937012
	Iteration 41Q: 3 clusters Score -1.179878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11798789.000000 Penalty: 5670.937012
	Iteration 42Q: 3 clusters Score -1.179879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11798792.000000 Penalty: 5670.937012
	Iteration 43Q: 3 clusters Score -1.179879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11798795.000000 Penalty: 5670.937012
	Iteration 44Q: 3 clusters Score -1.17988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11798795.000000 Penalty: 5670.937012
	Iteration 45F: 3 clusters Score -1.17988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 154198 members 
Mstep: Class 5 contains 47887 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 39113 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30174 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 16034 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 92350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77981800.000000 Penalty: 102638.695312
Iteration 39Q: 32 clusters Score -7.79818e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 14383 members 
Mstep: Class 4 contains 154937 members 
Mstep: Class 5 contains 48999 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20205 members 
Mstep: Class 11 contains 18296 members 
Mstep: Class 12 contains 39250 members 
Mstep: Class 13 contains 28165 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 3817 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30306 members 
Mstep: Class 18 contains 218 members 
Mstep: Class 19 contains 9829 members 
Mstep: Class 20 contains 16956 members 
Mstep: Class 21 contains 11337 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 90327 members 
Mstep: Class 24 contains 1152 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 2485 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 107952 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 4790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77988280.000000 Penalty: 102638.695312
Iteration 40F: 32 clusters Score -7.798828e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 14440 members 
Mstep: Class 4 contains 155183 members 
Mstep: Class 5 contains 49934 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20283 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 38973 members 
Mstep: Class 13 contains 28029 members 
Mstep: Class 14 contains 5239 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30288 members 
Mstep: Class 18 contains 221 members 
Mstep: Class 19 contains 9769 members 
Mstep: Class 20 contains 17990 members 
Mstep: Class 21 contains 11017 members 
Mstep: Class 22 contains 5152 members 
Mstep: Class 23 contains 88311 members 
Mstep: Class 24 contains 1259 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 429 members 
Mstep: Class 28 contains 107235 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 449 members 
Mstep: Class 31 contains 5056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77991104.000000 Penalty: 102638.695312
Iteration 41Q: 32 clusters Score -7.79911e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4756 members 
Mstep: Class 3 contains 14601 members 
Mstep: Class 4 contains 155475 members 
Mstep: Class 5 contains 50673 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20337 members 
Mstep: Class 11 contains 18340 members 
Mstep: Class 12 contains 38836 members 
Mstep: Class 13 contains 27970 members 
Mstep: Class 14 contains 5310 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30292 members 
Mstep: Class 18 contains 223 members 
Mstep: Class 19 contains 9724 members 
Mstep: Class 20 contains 18926 members 
Mstep: Class 21 contains 10774 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 86648 members 
Mstep: Class 24 contains 1331 members 
Mstep: Class 25 contains 2332 members 
Mstep: Class 26 contains 3092 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 106512 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 451 members 
Mstep: Class 31 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992728.000000 Penalty: 102638.695312
Iteration 42Q: 32 clusters Score -7.799273e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 14765 members 
Mstep: Class 4 contains 155687 members 
Mstep: Class 5 contains 51310 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20364 members 
Mstep: Class 11 contains 18354 members 
Mstep: Class 12 contains 38786 members 
Mstep: Class 13 contains 27971 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30292 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9694 members 
Mstep: Class 20 contains 19760 members 
Mstep: Class 21 contains 10557 members 
Mstep: Class 22 contains 5123 members 
Mstep: Class 23 contains 85243 members 
Mstep: Class 24 contains 1376 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3204 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 105918 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 4986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994008.000000 Penalty: 102638.695312
Iteration 43Q: 32 clusters Score -7.799401e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 14958 members 
Mstep: Class 4 contains 155860 members 
Mstep: Class 5 contains 51888 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20376 members 
Mstep: Class 11 contains 18369 members 
Mstep: Class 12 contains 38753 members 
Mstep: Class 13 contains 27971 members 
Mstep: Class 14 contains 5450 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30295 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9670 members 
Mstep: Class 20 contains 20455 members 
Mstep: Class 21 contains 10375 members 
Mstep: Class 22 contains 5119 members 
Mstep: Class 23 contains 84043 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 2394 members 
Mstep: Class 26 contains 3279 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 105399 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 4838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994416.000000 Penalty: 102638.695312
Iteration 44Q: 32 clusters Score -7.799442e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5503 members 
Mstep: Class 3 contains 15129 members 
Mstep: Class 4 contains 155994 members 
Mstep: Class 5 contains 52407 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20398 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 38726 members 
Mstep: Class 13 contains 28033 members 
Mstep: Class 14 contains 5501 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30301 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9653 members 
Mstep: Class 20 contains 21068 members 
Mstep: Class 21 contains 10230 members 
Mstep: Class 22 contains 5121 members 
Mstep: Class 23 contains 82972 members 
Mstep: Class 24 contains 1432 members 
Mstep: Class 25 contains 2422 members 
Mstep: Class 26 contains 3341 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 104939 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994664.000000 Penalty: 102638.695312
Iteration 45Q: 32 clusters Score -7.799466e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 15251 members 
Mstep: Class 4 contains 156048 members 
Mstep: Class 5 contains 52870 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20403 members 
Mstep: Class 11 contains 18390 members 
Mstep: Class 12 contains 38714 members 
Mstep: Class 13 contains 28104 members 
Mstep: Class 14 contains 5544 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30347 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 82065 members 
Mstep: Class 24 contains 1444 members 
Mstep: Class 25 contains 2439 members 
Mstep: Class 26 contains 3385 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 104554 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995264.000000 Penalty: 102638.695312
Iteration 46Q: 32 clusters Score -7.799526e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5867 members 
Mstep: Class 3 contains 15368 members 
Mstep: Class 4 contains 156070 members 
Mstep: Class 5 contains 53245 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 2218 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20405 members 
Mstep: Class 11 contains 18387 members 
Mstep: Class 12 contains 38702 members 
Mstep: Class 13 contains 28155 members 
Mstep: Class 14 contains 5579 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30379 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 22084 members 
Mstep: Class 21 contains 9998 members 
Mstep: Class 22 contains 5118 members 
Mstep: Class 23 contains 81297 members 
Mstep: Class 24 contains 1465 members 
Mstep: Class 25 contains 2457 members 
Mstep: Class 26 contains 3432 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 104244 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995560.000000 Penalty: 102638.695312
Iteration 47Q: 32 clusters Score -7.799556e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5976 members 
Mstep: Class 3 contains 15490 members 
Mstep: Class 4 contains 156091 members 
Mstep: Class 5 contains 53585 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1985 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20424 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 38688 members 
Mstep: Class 13 contains 28201 members 
Mstep: Class 14 contains 5598 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30402 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9614 members 
Mstep: Class 20 contains 22452 members 
Mstep: Class 21 contains 9933 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 80637 members 
Mstep: Class 24 contains 1481 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 3478 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 103987 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995536.000000 Penalty: 102638.695312
Iteration 48Q: 32 clusters Score -7.799554e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6037 members 
Mstep: Class 3 contains 15586 members 
Mstep: Class 4 contains 156104 members 
Mstep: Class 5 contains 53880 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20428 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 38664 members 
Mstep: Class 13 contains 28250 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30436 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9599 members 
Mstep: Class 20 contains 22762 members 
Mstep: Class 21 contains 9877 members 
Mstep: Class 22 contains 5107 members 
Mstep: Class 23 contains 80078 members 
Mstep: Class 24 contains 1498 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 103768 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 4122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995920.000000 Penalty: 102638.695312
Iteration 49Q: 32 clusters Score -7.799592e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 15657 members 
Mstep: Class 4 contains 156089 members 
Mstep: Class 5 contains 54158 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20434 members 
Mstep: Class 11 contains 18412 members 
Mstep: Class 12 contains 38662 members 
Mstep: Class 13 contains 28278 members 
Mstep: Class 14 contains 5642 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30478 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9587 members 
Mstep: Class 20 contains 23021 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 5106 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 1503 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 3554 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 103599 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996176.000000 Penalty: 102638.695312
Iteration 50Q: 32 clusters Score -7.799618e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 15749 members 
Mstep: Class 4 contains 156094 members 
Mstep: Class 5 contains 54383 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20430 members 
Mstep: Class 11 contains 18415 members 
Mstep: Class 12 contains 38657 members 
Mstep: Class 13 contains 28323 members 
Mstep: Class 14 contains 5665 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30515 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9581 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 5104 members 
Mstep: Class 23 contains 79169 members 
Mstep: Class 24 contains 1509 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 3577 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 103425 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996328.000000 Penalty: 102638.695312
Iteration 51Q: 32 clusters Score -7.799633e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 15831 members 
Mstep: Class 4 contains 156108 members 
Mstep: Class 5 contains 54607 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20431 members 
Mstep: Class 11 contains 18421 members 
Mstep: Class 12 contains 38641 members 
Mstep: Class 13 contains 28342 members 
Mstep: Class 14 contains 5680 members 
Mstep: Class 15 contains 3813 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30545 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9579 members 
Mstep: Class 20 contains 23392 members 
Mstep: Class 21 contains 9744 members 
Mstep: Class 22 contains 5102 members 
Mstep: Class 23 contains 78803 members 
Mstep: Class 24 contains 1516 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 3600 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 103262 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 3996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996592.000000 Penalty: 102638.695312
Iteration 52Q: 32 clusters Score -7.799659e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 15887 members 
Mstep: Class 4 contains 156131 members 
Mstep: Class 5 contains 54803 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20446 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 38638 members 
Mstep: Class 13 contains 28358 members 
Mstep: Class 14 contains 5699 members 
Mstep: Class 15 contains 3817 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30577 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9577 members 
Mstep: Class 20 contains 23505 members 
Mstep: Class 21 contains 9716 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 78475 members 
Mstep: Class 24 contains 1526 members 
Mstep: Class 25 contains 2486 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 103127 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 3987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996888.000000 Penalty: 102638.695312
Iteration 53Q: 32 clusters Score -7.799689e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6142 members 
Mstep: Class 3 contains 15949 members 
Mstep: Class 4 contains 156144 members 
Mstep: Class 5 contains 54995 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20456 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 38635 members 
Mstep: Class 13 contains 28364 members 
Mstep: Class 14 contains 5722 members 
Mstep: Class 15 contains 3815 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30595 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9576 members 
Mstep: Class 20 contains 23612 members 
Mstep: Class 21 contains 9692 members 
Mstep: Class 22 contains 5099 members 
Mstep: Class 23 contains 78191 members 
Mstep: Class 24 contains 1527 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 3624 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 103013 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996960.000000 Penalty: 102638.695312
Iteration 54Q: 32 clusters Score -7.799696e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6145 members 
Mstep: Class 3 contains 16001 members 
Mstep: Class 4 contains 156136 members 
Mstep: Class 5 contains 55166 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20475 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 38628 members 
Mstep: Class 13 contains 28349 members 
Mstep: Class 14 contains 5736 members 
Mstep: Class 15 contains 3821 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30610 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9575 members 
Mstep: Class 20 contains 23710 members 
Mstep: Class 21 contains 9678 members 
Mstep: Class 22 contains 5098 members 
Mstep: Class 23 contains 77936 members 
Mstep: Class 24 contains 1532 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 3632 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102926 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996952.000000 Penalty: 102638.695312
Iteration 55Q: 32 clusters Score -7.799695e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6148 members 
Mstep: Class 3 contains 16052 members 
Mstep: Class 4 contains 156120 members 
Mstep: Class 5 contains 55277 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2193 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20487 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 38630 members 
Mstep: Class 13 contains 28364 members 
Mstep: Class 14 contains 5751 members 
Mstep: Class 15 contains 3824 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30614 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 23789 members 
Mstep: Class 21 contains 9666 members 
Mstep: Class 22 contains 5096 members 
Mstep: Class 23 contains 77737 members 
Mstep: Class 24 contains 1548 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 3648 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102843 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996976.000000 Penalty: 102638.695312
Iteration 56Q: 32 clusters Score -7.799698e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6147 members 
Mstep: Class 3 contains 16091 members 
Mstep: Class 4 contains 156115 members 
Mstep: Class 5 contains 55388 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20502 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 38619 members 
Mstep: Class 13 contains 28369 members 
Mstep: Class 14 contains 5775 members 
Mstep: Class 15 contains 3828 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30626 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 23850 members 
Mstep: Class 21 contains 9653 members 
Mstep: Class 22 contains 5095 members 
Mstep: Class 23 contains 77558 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 3664 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102760 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997192.000000 Penalty: 102638.695312
Iteration 57Q: 32 clusters Score -7.799719e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6149 members 
Mstep: Class 3 contains 16119 members 
Mstep: Class 4 contains 156120 members 
Mstep: Class 5 contains 55492 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20510 members 
Mstep: Class 11 contains 18387 members 
Mstep: Class 12 contains 38612 members 
Mstep: Class 13 contains 28388 members 
Mstep: Class 14 contains 5790 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30633 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 23898 members 
Mstep: Class 21 contains 9648 members 
Mstep: Class 22 contains 5094 members 
Mstep: Class 23 contains 77395 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102687 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997096.000000 Penalty: 102638.695312
Iteration 58Q: 32 clusters Score -7.79971e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6144 members 
Mstep: Class 3 contains 16156 members 
Mstep: Class 4 contains 156121 members 
Mstep: Class 5 contains 55613 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2193 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20509 members 
Mstep: Class 11 contains 18367 members 
Mstep: Class 12 contains 38605 members 
Mstep: Class 13 contains 28396 members 
Mstep: Class 14 contains 5799 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30639 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 23936 members 
Mstep: Class 21 contains 9644 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 77246 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 3696 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102620 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 32 clusters Score -7.799711e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6146 members 
Mstep: Class 3 contains 16190 members 
Mstep: Class 4 contains 156124 members 
Mstep: Class 5 contains 55705 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20497 members 
Mstep: Class 11 contains 18358 members 
Mstep: Class 12 contains 38602 members 
Mstep: Class 13 contains 28417 members 
Mstep: Class 14 contains 5802 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30646 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 9641 members 
Mstep: Class 22 contains 5094 members 
Mstep: Class 23 contains 77123 members 
Mstep: Class 24 contains 1595 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 3705 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102559 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997312.000000 Penalty: 102638.695312
Iteration 60F: 32 clusters Score -7.799731e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6150 members 
Mstep: Class 3 contains 16216 members 
Mstep: Class 4 contains 156118 members 
Mstep: Class 5 contains 55767 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20490 members 
Mstep: Class 11 contains 18345 members 
Mstep: Class 12 contains 38590 members 
Mstep: Class 13 contains 28373 members 
Mstep: Class 14 contains 5804 members 
Mstep: Class 15 contains 3836 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30657 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 24008 members 
Mstep: Class 21 contains 9637 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 77027 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 3723 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102512 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 4009 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 32 clusters Score -7.799735e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 156127 members 
Mstep: Class 5 contains 55833 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20490 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 38568 members 
Mstep: Class 13 contains 28332 members 
Mstep: Class 14 contains 5812 members 
Mstep: Class 15 contains 3836 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30665 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 24049 members 
Mstep: Class 21 contains 9633 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 76939 members 
Mstep: Class 24 contains 1611 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102456 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 32 clusters Score -7.799732e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6182 members 
Mstep: Class 3 contains 16306 members 
Mstep: Class 4 contains 156124 members 
Mstep: Class 5 contains 55879 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20491 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 38548 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30677 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9565 members 
Mstep: Class 20 contains 24097 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 76858 members 
Mstep: Class 24 contains 1619 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 3749 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102418 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 4008 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 32 clusters Score -7.799738e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6190 members 
Mstep: Class 3 contains 16339 members 
Mstep: Class 4 contains 156119 members 
Mstep: Class 5 contains 55926 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20482 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 38536 members 
Mstep: Class 13 contains 28301 members 
Mstep: Class 14 contains 5818 members 
Mstep: Class 15 contains 3836 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30684 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9564 members 
Mstep: Class 20 contains 24146 members 
Mstep: Class 21 contains 9621 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 76786 members 
Mstep: Class 24 contains 1628 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 3766 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102373 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3998 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 32 clusters Score -7.799745e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 16366 members 
Mstep: Class 4 contains 156117 members 
Mstep: Class 5 contains 55980 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20470 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 38525 members 
Mstep: Class 13 contains 28311 members 
Mstep: Class 14 contains 5823 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30684 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9564 members 
Mstep: Class 20 contains 24197 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 5089 members 
Mstep: Class 23 contains 76710 members 
Mstep: Class 24 contains 1632 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 3782 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102324 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 32 clusters Score -7.799738e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6193 members 
Mstep: Class 3 contains 16400 members 
Mstep: Class 4 contains 156088 members 
Mstep: Class 5 contains 56026 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20459 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 38515 members 
Mstep: Class 13 contains 28320 members 
Mstep: Class 14 contains 5828 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30697 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9564 members 
Mstep: Class 20 contains 24252 members 
Mstep: Class 21 contains 9613 members 
Mstep: Class 22 contains 5087 members 
Mstep: Class 23 contains 76643 members 
Mstep: Class 24 contains 1632 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 3797 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102284 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3974 members 
Entering Unmasked Estep 
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Iteration 66Q: 32 clusters Score -7.799731e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6192 members 
Mstep: Class 3 contains 16426 members 
Mstep: Class 4 contains 156074 members 
Mstep: Class 5 contains 56073 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20447 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 38512 members 
Mstep: Class 13 contains 28329 members 
Mstep: Class 14 contains 5841 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30707 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 24300 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 76579 members 
Mstep: Class 24 contains 1628 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 3806 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102241 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3954 members 
Entering Unmasked Estep 
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Iteration 67Q: 32 clusters Score -7.799753e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6186 members 
Mstep: Class 3 contains 16449 members 
Mstep: Class 4 contains 156076 members 
Mstep: Class 5 contains 56098 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20431 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 38504 members 
Mstep: Class 13 contains 28336 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30720 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9560 members 
Mstep: Class 20 contains 24343 members 
Mstep: Class 21 contains 9606 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 76516 members 
Mstep: Class 24 contains 1633 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3815 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102201 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3942 members 
Entering Unmasked Estep 
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Iteration 68Q: 32 clusters Score -7.799744e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6181 members 
Mstep: Class 3 contains 16471 members 
Mstep: Class 4 contains 156066 members 
Mstep: Class 5 contains 56120 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20419 members 
Mstep: Class 11 contains 18341 members 
Mstep: Class 12 contains 38502 members 
Mstep: Class 13 contains 28352 members 
Mstep: Class 14 contains 5861 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30726 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9554 members 
Mstep: Class 20 contains 24378 members 
Mstep: Class 21 contains 9604 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 76468 members 
Mstep: Class 24 contains 1629 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 3822 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102161 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3942 members 
Entering Unmasked Estep 
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Iteration 69Q: 32 clusters Score -7.799744e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6182 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 156061 members 
Mstep: Class 5 contains 56147 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20411 members 
Mstep: Class 11 contains 18341 members 
Mstep: Class 12 contains 38499 members 
Mstep: Class 13 contains 28358 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 24411 members 
Mstep: Class 21 contains 9603 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 76421 members 
Mstep: Class 24 contains 1629 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 3831 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102123 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3943 members 
Entering Unmasked Estep 
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Iteration 70Q: 32 clusters Score -7.799746e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6181 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 156063 members 
Mstep: Class 5 contains 56161 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20411 members 
Mstep: Class 11 contains 18342 members 
Mstep: Class 12 contains 38490 members 
Mstep: Class 13 contains 28374 members 
Mstep: Class 14 contains 5879 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30728 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 24435 members 
Mstep: Class 21 contains 9602 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 76381 members 
Mstep: Class 24 contains 1633 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3840 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102086 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3938 members 
Entering Unmasked Estep 
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Iteration 71Q: 32 clusters Score -7.79975e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 16526 members 
Mstep: Class 4 contains 156059 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20405 members 
Mstep: Class 11 contains 18342 members 
Mstep: Class 12 contains 38488 members 
Mstep: Class 13 contains 28385 members 
Mstep: Class 14 contains 5888 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30729 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9550 members 
Mstep: Class 20 contains 24459 members 
Mstep: Class 21 contains 9599 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 76346 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102054 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3931 members 
Entering Unmasked Estep 
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Iteration 72Q: 32 clusters Score -7.799748e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6182 members 
Mstep: Class 3 contains 16558 members 
Mstep: Class 4 contains 156066 members 
Mstep: Class 5 contains 56201 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20404 members 
Mstep: Class 11 contains 18339 members 
Mstep: Class 12 contains 38484 members 
Mstep: Class 13 contains 28385 members 
Mstep: Class 14 contains 5898 members 
Mstep: Class 15 contains 3857 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30729 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9552 members 
Mstep: Class 20 contains 24475 members 
Mstep: Class 21 contains 9596 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 76308 members 
Mstep: Class 24 contains 1637 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 3849 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102017 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997560.000000 Penalty: 102638.695312
Iteration 73Q: 32 clusters Score -7.799756e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6183 members 
Mstep: Class 3 contains 16578 members 
Mstep: Class 4 contains 156084 members 
Mstep: Class 5 contains 56213 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20401 members 
Mstep: Class 11 contains 18335 members 
Mstep: Class 12 contains 38483 members 
Mstep: Class 13 contains 28381 members 
Mstep: Class 14 contains 5905 members 
Mstep: Class 15 contains 3860 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30733 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 20 contains 24483 members 
Mstep: Class 21 contains 9595 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76280 members 
Mstep: Class 24 contains 1643 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3852 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101987 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997520.000000 Penalty: 102638.695312
Iteration 74Q: 32 clusters Score -7.799752e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6185 members 
Mstep: Class 3 contains 16597 members 
Mstep: Class 4 contains 156101 members 
Mstep: Class 5 contains 56224 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20397 members 
Mstep: Class 11 contains 18335 members 
Mstep: Class 12 contains 38481 members 
Mstep: Class 13 contains 28383 members 
Mstep: Class 14 contains 5913 members 
Mstep: Class 15 contains 3862 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30741 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9550 members 
Mstep: Class 20 contains 24491 members 
Mstep: Class 21 contains 9587 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76254 members 
Mstep: Class 24 contains 1647 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3853 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101956 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997480.000000 Penalty: 102638.695312
Iteration 75Q: 32 clusters Score -7.799748e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6183 members 
Mstep: Class 3 contains 16615 members 
Mstep: Class 4 contains 156116 members 
Mstep: Class 5 contains 56233 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20396 members 
Mstep: Class 11 contains 18335 members 
Mstep: Class 12 contains 38479 members 
Mstep: Class 13 contains 28383 members 
Mstep: Class 14 contains 5918 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30747 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9548 members 
Mstep: Class 20 contains 24498 members 
Mstep: Class 21 contains 9582 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76228 members 
Mstep: Class 24 contains 1651 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3855 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101929 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997568.000000 Penalty: 102638.695312
Iteration 76Q: 32 clusters Score -7.799757e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6181 members 
Mstep: Class 3 contains 16633 members 
Mstep: Class 4 contains 156110 members 
Mstep: Class 5 contains 56247 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20392 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 38476 members 
Mstep: Class 13 contains 28386 members 
Mstep: Class 14 contains 5925 members 
Mstep: Class 15 contains 3864 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30747 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 24507 members 
Mstep: Class 21 contains 9581 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76208 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101900 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997648.000000 Penalty: 102638.695312
Iteration 77Q: 32 clusters Score -7.799765e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 16652 members 
Mstep: Class 4 contains 156106 members 
Mstep: Class 5 contains 56260 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20390 members 
Mstep: Class 11 contains 18343 members 
Mstep: Class 12 contains 38475 members 
Mstep: Class 13 contains 28386 members 
Mstep: Class 14 contains 5930 members 
Mstep: Class 15 contains 3866 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30749 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 24510 members 
Mstep: Class 21 contains 9579 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76189 members 
Mstep: Class 24 contains 1660 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3862 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101873 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997592.000000 Penalty: 102638.695312
Iteration 78Q: 32 clusters Score -7.799759e+07 nChanged 95
Entering ConstructFrom: 
Score: -77997592.000000 Penalty: 102638.695312
Entering ConstructFrom: 
Trying to split cluster 1 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -53897.714844 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -53897.71 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 228 members 
Entering Unmasked Estep 
Score: -52473.671875 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -52473.67 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52651.910156 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -52651.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52721.804688 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -52721.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52787.710938 Penalty: 3034.576172
	Iteration 3Q: 3 clusters Score -52787.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52835.328125 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -52835.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52853.531250 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -52853.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52864.261719 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -52864.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52871.882812 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -52871.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52879.398438 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -52879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52882.847656 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -52882.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52889.902344 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -52889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52891.792969 Penalty: 3034.576172
	Iteration 11F: 3 clusters Score -52891.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52930.421875 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -52930.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52952.667969 Penalty: 3034.576172
	Iteration 13Q: 3 clusters Score -52952.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53001.597656 Penalty: 3034.576172
	Iteration 14Q: 3 clusters Score -53001.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53066.187500 Penalty: 3034.576172
	Iteration 15Q: 3 clusters Score -53066.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -53185.980469 Penalty: 3034.576172
	Iteration 16Q: 3 clusters Score -53185.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -53284.804688 Penalty: 3034.576172
	Iteration 17Q: 3 clusters Score -53284.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -53351.019531 Penalty: 3034.576172
	Iteration 18Q: 3 clusters Score -53351.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53424.464844 Penalty: 3034.576172
	Iteration 19Q: 3 clusters Score -53424.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53515.621094 Penalty: 3034.576172
	Iteration 20F: 3 clusters Score -53515.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53557.867188 Penalty: 3034.576172
	Iteration 21Q: 3 clusters Score -53557.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53591.261719 Penalty: 3034.576172
	Iteration 22Q: 3 clusters Score -53591.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53613.414062 Penalty: 3034.576172
	Iteration 23Q: 3 clusters Score -53613.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53629.351562 Penalty: 3034.576172
	Iteration 24Q: 3 clusters Score -53629.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53636.605469 Penalty: 3034.576172
	Iteration 25Q: 3 clusters Score -53636.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53652.894531 Penalty: 3034.576172
	Iteration 26Q: 3 clusters Score -53652.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53678.503906 Penalty: 3034.576172
	Iteration 27Q: 3 clusters Score -53678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53698.238281 Penalty: 3034.576172
	Iteration 28Q: 3 clusters Score -53698.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53731.667969 Penalty: 3034.576172
	Iteration 29Q: 3 clusters Score -53731.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53821.660156 Penalty: 3034.576172
	Iteration 30Q: 3 clusters Score -53821.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53955.667969 Penalty: 3034.576172
	Iteration 31Q: 3 clusters Score -53955.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53974.132812 Penalty: 3034.576172
	Iteration 32Q: 3 clusters Score -53974.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53979.085938 Penalty: 3034.576172
	Iteration 33Q: 3 clusters Score -53979.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53979.085938 Penalty: 3034.576172
	Iteration 34F: 3 clusters Score -53979.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 16670 members 
Mstep: Class 4 contains 156101 members 
Mstep: Class 5 contains 56267 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 11 contains 18350 members 
Mstep: Class 12 contains 38474 members 
Mstep: Class 13 contains 28388 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30751 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9550 members 
Mstep: Class 20 contains 24513 members 
Mstep: Class 21 contains 9576 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76168 members 
Mstep: Class 24 contains 1663 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3865 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101848 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3903 members 
Mstep: Class 32 contains 220 members 
Entering Unmasked Estep 
Score: -77995824.000000 Penalty: 105949.625000
Splitting cluster 1 changes total score from -77997592.000000 to -77995824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Entering Unmasked Estep 
Score: -738108.312500 Penalty: 2164.770020
	Iteration 0F: 2 clusters Score -738108.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -732962.187500 Penalty: 4329.540039
	Iteration 0F: 3 clusters Score -732962.2 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -734600.812500 Penalty: 4329.540039
	Iteration 1F: 3 clusters Score -734600.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -735375.250000 Penalty: 4329.540039
	Iteration 2F: 3 clusters Score -735375.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -736241.125000 Penalty: 4329.540039
	Iteration 3F: 3 clusters Score -736241.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -737088.562500 Penalty: 4329.540039
	Iteration 4F: 3 clusters Score -737088.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -737733.875000 Penalty: 4329.540039
	Iteration 5F: 3 clusters Score -737733.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -738041.000000 Penalty: 4329.540039
	Iteration 6F: 3 clusters Score -738041 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -738169.125000 Penalty: 4329.540039
	Iteration 7Q: 3 clusters Score -738169.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -738226.187500 Penalty: 4329.540039
	Iteration 8Q: 3 clusters Score -738226.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -738251.125000 Penalty: 4329.540039
	Iteration 9Q: 3 clusters Score -738251.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -738263.812500 Penalty: 4329.540039
	Iteration 10Q: 3 clusters Score -738263.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -738268.375000 Penalty: 4329.540039
	Iteration 11Q: 3 clusters Score -738268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -738269.312500 Penalty: 4329.540039
	Iteration 12Q: 3 clusters Score -738269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -738269.125000 Penalty: 4329.540039
	Iteration 13Q: 3 clusters Score -738269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -738269.687500 Penalty: 4329.540039
	Iteration 14Q: 3 clusters Score -738269.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -738270.437500 Penalty: 4329.540039
	Iteration 15Q: 3 clusters Score -738270.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -738273.312500 Penalty: 4329.540039
	Iteration 16Q: 3 clusters Score -738273.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -738275.875000 Penalty: 4329.540039
	Iteration 17Q: 3 clusters Score -738275.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -738276.312500 Penalty: 4329.540039
	Iteration 18Q: 3 clusters Score -738276.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -738277.750000 Penalty: 4329.540039
	Iteration 19Q: 3 clusters Score -738277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -738278.812500 Penalty: 4329.540039
	Iteration 20F: 3 clusters Score -738278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -738280.000000 Penalty: 4329.540039
	Iteration 21Q: 3 clusters Score -738280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -738280.500000 Penalty: 4329.540039
	Iteration 22Q: 3 clusters Score -738280.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -738280.500000 Penalty: 4329.540039
	Iteration 23F: 3 clusters Score -738280.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 16670 members 
Mstep: Class 4 contains 156101 members 
Mstep: Class 5 contains 56267 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 11 contains 18350 members 
Mstep: Class 12 contains 38474 members 
Mstep: Class 13 contains 28388 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30751 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9550 members 
Mstep: Class 20 contains 24513 members 
Mstep: Class 21 contains 9576 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76168 members 
Mstep: Class 24 contains 1663 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3865 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101848 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3903 members 
Mstep: Class 32 contains 2610 members 
Entering Unmasked Estep 
Score: -77996528.000000 Penalty: 105949.625000
Splitting cluster 2 changes total score from -77997592.000000 to -77996528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (16670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Entering Unmasked Estep 
Score: -1979490.625000 Penalty: 2410.898682
	Iteration 0F: 2 clusters Score -1979491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1967516.375000 Penalty: 4821.797363
	Iteration 0F: 3 clusters Score -1967516 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1971484.750000 Penalty: 4821.797363
	Iteration 1F: 3 clusters Score -1971485 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1971958.500000 Penalty: 4821.797363
	Iteration 2F: 3 clusters Score -1971958 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1972329.750000 Penalty: 4821.797363
	Iteration 3F: 3 clusters Score -1972330 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1972654.375000 Penalty: 4821.797363
	Iteration 4Q: 3 clusters Score -1972654 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1972954.875000 Penalty: 4821.797363
	Iteration 5Q: 3 clusters Score -1972955 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1973272.375000 Penalty: 4821.797363
	Iteration 6Q: 3 clusters Score -1973272 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1973599.750000 Penalty: 4821.797363
	Iteration 7Q: 3 clusters Score -1973600 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1973987.000000 Penalty: 4821.797363
	Iteration 8Q: 3 clusters Score -1973987 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1974382.250000 Penalty: 4821.797363
	Iteration 9Q: 3 clusters Score -1974382 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1974851.625000 Penalty: 4821.797363
	Iteration 10Q: 3 clusters Score -1974852 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1975321.750000 Penalty: 4821.797363
	Iteration 11Q: 3 clusters Score -1975322 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1975797.125000 Penalty: 4821.797363
	Iteration 12Q: 3 clusters Score -1975797 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1976202.625000 Penalty: 4821.797363
	Iteration 13Q: 3 clusters Score -1976203 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1976523.000000 Penalty: 4821.797363
	Iteration 14Q: 3 clusters Score -1976523 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1976773.625000 Penalty: 4821.797363
	Iteration 15Q: 3 clusters Score -1976774 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1976975.875000 Penalty: 4821.797363
	Iteration 16Q: 3 clusters Score -1976976 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1977127.625000 Penalty: 4821.797363
	Iteration 17Q: 3 clusters Score -1977128 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1977235.750000 Penalty: 4821.797363
	Iteration 18Q: 3 clusters Score -1977236 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1977304.625000 Penalty: 4821.797363
	Iteration 19Q: 3 clusters Score -1977305 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1977370.875000 Penalty: 4821.797363
	Iteration 20F: 3 clusters Score -1977371 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1977420.625000 Penalty: 4821.797363
	Iteration 21Q: 3 clusters Score -1977421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1977472.875000 Penalty: 4821.797363
	Iteration 22Q: 3 clusters Score -1977473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1977506.750000 Penalty: 4821.797363
	Iteration 23Q: 3 clusters Score -1977507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1977517.500000 Penalty: 4821.797363
	Iteration 24Q: 3 clusters Score -1977518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1977532.250000 Penalty: 4821.797363
	Iteration 25Q: 3 clusters Score -1977532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1977533.000000 Penalty: 4821.797363
	Iteration 26Q: 3 clusters Score -1977533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1977549.625000 Penalty: 4821.797363
	Iteration 27Q: 3 clusters Score -1977550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1977555.875000 Penalty: 4821.797363
	Iteration 28Q: 3 clusters Score -1977556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1977562.125000 Penalty: 4821.797363
	Iteration 29Q: 3 clusters Score -1977562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1977566.625000 Penalty: 4821.797363
	Iteration 30Q: 3 clusters Score -1977567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1977569.625000 Penalty: 4821.797363
	Iteration 31Q: 3 clusters Score -1977570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1977568.625000 Penalty: 4821.797363
	Iteration 32Q: 3 clusters Score -1977569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1977571.125000 Penalty: 4821.797363
	Iteration 33Q: 3 clusters Score -1977571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1977575.125000 Penalty: 4821.797363
	Iteration 34Q: 3 clusters Score -1977575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1977578.125000 Penalty: 4821.797363
	Iteration 35Q: 3 clusters Score -1977578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1977577.750000 Penalty: 4821.797363
	Iteration 36Q: 3 clusters Score -1977578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1977578.750000 Penalty: 4821.797363
	Iteration 37Q: 3 clusters Score -1977579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1977581.500000 Penalty: 4821.797363
	Iteration 38Q: 3 clusters Score -1977582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1977581.500000 Penalty: 4821.797363
	Iteration 39F: 3 clusters Score -1977582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156101 members 
Entering Unmasked Estep 
Score: -19999612.000000 Penalty: 2965.648193
	Iteration 0F: 2 clusters Score -1.999961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -19895154.000000 Penalty: 5931.296387
	Iteration 0F: 3 clusters Score -1.989515e+07 nChanged 74601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -19938316.000000 Penalty: 5931.296387
	Iteration 1F: 3 clusters Score -1.993832e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -19939550.000000 Penalty: 5931.296387
	Iteration 2Q: 3 clusters Score -1.993955e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -19940812.000000 Penalty: 5931.296387
	Iteration 3Q: 3 clusters Score -1.994081e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -19942298.000000 Penalty: 5931.296387
	Iteration 4Q: 3 clusters Score -1.99423e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -19944568.000000 Penalty: 5931.296387
	Iteration 5Q: 3 clusters Score -1.994457e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -19947798.000000 Penalty: 5931.296387
	Iteration 6Q: 3 clusters Score -1.99478e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 101304 members 
Entering Unmasked Estep 
Score: -19952188.000000 Penalty: 5931.296387
	Iteration 7F: 3 clusters Score -1.995219e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 110465 members 
Entering Unmasked Estep 
Score: -19958336.000000 Penalty: 5931.296387
	Iteration 8F: 3 clusters Score -1.995834e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 120999 members 
Entering Unmasked Estep 
Score: -19966022.000000 Penalty: 5931.296387
	Iteration 9F: 3 clusters Score -1.996602e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -19975464.000000 Penalty: 5931.296387
	Iteration 10F: 3 clusters Score -1.997546e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -19984560.000000 Penalty: 5931.296387
	Iteration 11F: 3 clusters Score -1.998456e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 149318 members 
Entering Unmasked Estep 
Score: -19991052.000000 Penalty: 5931.296387
	Iteration 12Q: 3 clusters Score -1.999105e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 153172 members 
Entering Unmasked Estep 
Score: -19994486.000000 Penalty: 5931.296387
	Iteration 13Q: 3 clusters Score -1.999449e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 154825 members 
Entering Unmasked Estep 
Score: -19995918.000000 Penalty: 5931.296387
	Iteration 14Q: 3 clusters Score -1.999592e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 155456 members 
Entering Unmasked Estep 
Score: -19996502.000000 Penalty: 5931.296387
	Iteration 15Q: 3 clusters Score -1.99965e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 155659 members 
Entering Unmasked Estep 
Score: -19996734.000000 Penalty: 5931.296387
	Iteration 16Q: 3 clusters Score -1.999673e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 155731 members 
Entering Unmasked Estep 
Score: -19996828.000000 Penalty: 5931.296387
	Iteration 17Q: 3 clusters Score -1.999683e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 155772 members 
Entering Unmasked Estep 
Score: -19996908.000000 Penalty: 5931.296387
	Iteration 18Q: 3 clusters Score -1.999691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -19996948.000000 Penalty: 5931.296387
	Iteration 19Q: 3 clusters Score -1.999695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 155805 members 
Entering Unmasked Estep 
Score: -19996976.000000 Penalty: 5931.296387
	Iteration 20F: 3 clusters Score -1.999698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
Score: -19996982.000000 Penalty: 5931.296387
	Iteration 21Q: 3 clusters Score -1.999698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155815 members 
Entering Unmasked Estep 
Score: -19996978.000000 Penalty: 5931.296387
	Iteration 22Q: 3 clusters Score -1.999698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155815 members 
Entering Unmasked Estep 
Score: -19996978.000000 Penalty: 5931.296387
	Iteration 23F: 3 clusters Score -1.999698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Entering Unmasked Estep 
Score: -7202616.500000 Penalty: 2712.590088
	Iteration 0F: 2 clusters Score -7202616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -7164659.500000 Penalty: 5425.180176
	Iteration 0F: 3 clusters Score -7164660 nChanged 26181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -7179441.500000 Penalty: 5425.180176
	Iteration 1F: 3 clusters Score -7179442 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -7180172.000000 Penalty: 5425.180176
	Iteration 2Q: 3 clusters Score -7180172 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -7180947.000000 Penalty: 5425.180176
	Iteration 3Q: 3 clusters Score -7180947 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -7181772.000000 Penalty: 5425.180176
	Iteration 4Q: 3 clusters Score -7181772 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -7182867.000000 Penalty: 5425.180176
	Iteration 5Q: 3 clusters Score -7182867 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -7184334.000000 Penalty: 5425.180176
	Iteration 6F: 3 clusters Score -7184334 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -7186403.500000 Penalty: 5425.180176
	Iteration 7F: 3 clusters Score -7186404 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -7188873.500000 Penalty: 5425.180176
	Iteration 8F: 3 clusters Score -7188874 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -7191527.000000 Penalty: 5425.180176
	Iteration 9F: 3 clusters Score -7191527 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -7194188.500000 Penalty: 5425.180176
	Iteration 10F: 3 clusters Score -7194188 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -7196539.500000 Penalty: 5425.180176
	Iteration 11Q: 3 clusters Score -7196540 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7198207.000000 Penalty: 5425.180176
	Iteration 12Q: 3 clusters Score -7198207 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7199219.500000 Penalty: 5425.180176
	Iteration 13Q: 3 clusters Score -7199220 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7199830.000000 Penalty: 5425.180176
	Iteration 14Q: 3 clusters Score -7199830 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7200085.500000 Penalty: 5425.180176
	Iteration 15Q: 3 clusters Score -7200086 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7200213.500000 Penalty: 5425.180176
	Iteration 16Q: 3 clusters Score -7200214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7200305.000000 Penalty: 5425.180176
	Iteration 17Q: 3 clusters Score -7200305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7200341.500000 Penalty: 5425.180176
	Iteration 18Q: 3 clusters Score -7200342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7200372.500000 Penalty: 5425.180176
	Iteration 19Q: 3 clusters Score -7200372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7200401.500000 Penalty: 5425.180176
	Iteration 20F: 3 clusters Score -7200402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7200407.000000 Penalty: 5425.180176
	Iteration 21Q: 3 clusters Score -7200407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7200416.000000 Penalty: 5425.180176
	Iteration 22Q: 3 clusters Score -7200416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7200430.500000 Penalty: 5425.180176
	Iteration 23Q: 3 clusters Score -7200430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7200439.000000 Penalty: 5425.180176
	Iteration 24Q: 3 clusters Score -7200439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7200443.500000 Penalty: 5425.180176
	Iteration 25Q: 3 clusters Score -7200444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7200441.500000 Penalty: 5425.180176
	Iteration 26Q: 3 clusters Score -7200442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7200443.000000 Penalty: 5425.180176
	Iteration 27Q: 3 clusters Score -7200443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7200445.000000 Penalty: 5425.180176
	Iteration 28Q: 3 clusters Score -7200445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7200445.500000 Penalty: 5425.180176
	Iteration 29Q: 3 clusters Score -7200446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7200449.500000 Penalty: 5425.180176
	Iteration 30Q: 3 clusters Score -7200450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7200453.000000 Penalty: 5425.180176
	Iteration 31Q: 3 clusters Score -7200453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7200451.500000 Penalty: 5425.180176
	Iteration 32Q: 3 clusters Score -7200452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7200452.000000 Penalty: 5425.180176
	Iteration 33Q: 3 clusters Score -7200452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7200452.000000 Penalty: 5425.180176
	Iteration 34F: 3 clusters Score -7200452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -44368.332031 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -44368.33 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 194 members 
Entering Unmasked Estep 
Score: -43025.089844 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -43025.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43186.207031 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -43186.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43237.902344 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -43237.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43270.242188 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -43270.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43292.523438 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -43292.52 nChanged 5
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: -43307.472656 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -43307.47 nChanged 3
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: -43312.960938 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -43312.96 nChanged 4
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: -43335.167969 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -43335.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43338.144531 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -43338.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43338.144531 Penalty: 2930.409180
	Iteration 9F: 3 clusters Score -43338.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -258777.718750 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -258777.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -256145.906250 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -256145.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -256596.671875 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -256596.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -256686.093750 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -256686.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -256730.078125 Penalty: 3767.062744
	Iteration 3Q: 3 clusters Score -256730.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -256759.937500 Penalty: 3767.062744
	Iteration 4Q: 3 clusters Score -256759.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -256784.718750 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -256784.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -256800.656250 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -256800.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -256810.484375 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -256810.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -256818.734375 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -256818.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -256823.890625 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -256823.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -256828.921875 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -256828.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -256835.640625 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -256835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -256839.562500 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -256839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -256841.406250 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -256841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -256844.156250 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -256844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -256845.421875 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -256845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -256846.031250 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -256846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -256847.343750 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -256847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -256847.953125 Penalty: 3767.062744
	Iteration 18Q: 3 clusters Score -256848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -256848.265625 Penalty: 3767.062744
	Iteration 19Q: 3 clusters Score -256848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -256848.578125 Penalty: 3767.062744
	Iteration 20F: 3 clusters Score -256848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -256748.437500 Penalty: 1904.912598
	Iteration 0F: 2 clusters Score -256748.4 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 1107 members 
Entering Unmasked Estep 
Score: -254049.937500 Penalty: 3809.825195
	Iteration 0F: 3 clusters Score -254049.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -254610.734375 Penalty: 3809.825195
	Iteration 1F: 3 clusters Score -254610.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -254745.875000 Penalty: 3809.825195
	Iteration 2F: 3 clusters Score -254745.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -254821.484375 Penalty: 3809.825195
	Iteration 3Q: 3 clusters Score -254821.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -254874.781250 Penalty: 3809.825195
	Iteration 4Q: 3 clusters Score -254874.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -254912.062500 Penalty: 3809.825195
	Iteration 5Q: 3 clusters Score -254912.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -254957.468750 Penalty: 3809.825195
	Iteration 6Q: 3 clusters Score -254957.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -254994.109375 Penalty: 3809.825195
	Iteration 7Q: 3 clusters Score -254994.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -255026.656250 Penalty: 3809.825195
	Iteration 8Q: 3 clusters Score -255026.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -255061.359375 Penalty: 3809.825195
	Iteration 9Q: 3 clusters Score -255061.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -255101.937500 Penalty: 3809.825195
	Iteration 10Q: 3 clusters Score -255101.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -255162.656250 Penalty: 3809.825195
	Iteration 11Q: 3 clusters Score -255162.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -255250.796875 Penalty: 3809.825195
	Iteration 12Q: 3 clusters Score -255250.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -255329.265625 Penalty: 3809.825195
	Iteration 13Q: 3 clusters Score -255329.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -255425.078125 Penalty: 3809.825195
	Iteration 14Q: 3 clusters Score -255425.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -255518.656250 Penalty: 3809.825195
	Iteration 15Q: 3 clusters Score -255518.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -255590.500000 Penalty: 3809.825195
	Iteration 16Q: 3 clusters Score -255590.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -255664.312500 Penalty: 3809.825195
	Iteration 17Q: 3 clusters Score -255664.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -255724.531250 Penalty: 3809.825195
	Iteration 18Q: 3 clusters Score -255724.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -255779.953125 Penalty: 3809.825195
	Iteration 19Q: 3 clusters Score -255780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -255848.140625 Penalty: 3809.825195
	Iteration 20F: 3 clusters Score -255848.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -255900.890625 Penalty: 3809.825195
	Iteration 21Q: 3 clusters Score -255900.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -255927.390625 Penalty: 3809.825195
	Iteration 22Q: 3 clusters Score -255927.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -255942.859375 Penalty: 3809.825195
	Iteration 23Q: 3 clusters Score -255942.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -255952.328125 Penalty: 3809.825195
	Iteration 24Q: 3 clusters Score -255952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -255955.562500 Penalty: 3809.825195
	Iteration 25Q: 3 clusters Score -255955.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -255958.140625 Penalty: 3809.825195
	Iteration 26Q: 3 clusters Score -255958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -255960.421875 Penalty: 3809.825195
	Iteration 27Q: 3 clusters Score -255960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -255960.421875 Penalty: 3809.825195
	Iteration 28F: 3 clusters Score -255960.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -112336.921875 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -112336.9 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 450 members 
Entering Unmasked Estep 
Score: -110432.453125 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -110432.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110718.898438 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -110718.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110851.046875 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -110851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -110959.179688 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -110959.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111051.093750 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -111051.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111207.359375 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -111207.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111583.085938 Penalty: 3391.848877
	Iteration 6F: 3 clusters Score -111583.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111894.984375 Penalty: 3391.848877
	Iteration 7F: 3 clusters Score -111895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112167.390625 Penalty: 3391.848877
	Iteration 8F: 3 clusters Score -112167.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112434.804688 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -112434.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112534.460938 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -112534.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112560.960938 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -112561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112582.046875 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -112582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -112593.937500 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -112593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112596.062500 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -112596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -112597.515625 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -112597.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -112597.515625 Penalty: 3391.848877
	Iteration 16F: 3 clusters Score -112597.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 16670 members 
Mstep: Class 4 contains 156101 members 
Mstep: Class 5 contains 56267 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 11 contains 18350 members 
Mstep: Class 12 contains 38474 members 
Mstep: Class 13 contains 28388 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30751 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9550 members 
Mstep: Class 20 contains 24513 members 
Mstep: Class 21 contains 9576 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76168 members 
Mstep: Class 24 contains 1663 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3865 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101848 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3903 members 
Mstep: Class 32 contains 346 members 
Entering Unmasked Estep 
Score: -77996184.000000 Penalty: 105949.625000
Splitting cluster 9 changes total score from -77997592.000000 to -77996184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (20393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Entering Unmasked Estep 
Score: -2601883.250000 Penalty: 2460.890869
	Iteration 0F: 2 clusters Score -2601883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2587473.250000 Penalty: 4921.781738
	Iteration 0F: 3 clusters Score -2587473 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2592634.750000 Penalty: 4921.781738
	Iteration 1F: 3 clusters Score -2592635 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2593311.000000 Penalty: 4921.781738
	Iteration 2F: 3 clusters Score -2593311 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2593915.250000 Penalty: 4921.781738
	Iteration 3F: 3 clusters Score -2593915 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2594451.750000 Penalty: 4921.781738
	Iteration 4F: 3 clusters Score -2594452 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2594916.500000 Penalty: 4921.781738
	Iteration 5Q: 3 clusters Score -2594916 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2595346.250000 Penalty: 4921.781738
	Iteration 6Q: 3 clusters Score -2595346 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2595809.750000 Penalty: 4921.781738
	Iteration 7Q: 3 clusters Score -2595810 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2596298.750000 Penalty: 4921.781738
	Iteration 8Q: 3 clusters Score -2596299 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2596793.250000 Penalty: 4921.781738
	Iteration 9Q: 3 clusters Score -2596793 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2597234.250000 Penalty: 4921.781738
	Iteration 10Q: 3 clusters Score -2597234 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2597548.000000 Penalty: 4921.781738
	Iteration 11Q: 3 clusters Score -2597548 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2597818.500000 Penalty: 4921.781738
	Iteration 12Q: 3 clusters Score -2597818 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2598042.750000 Penalty: 4921.781738
	Iteration 13Q: 3 clusters Score -2598043 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2598231.500000 Penalty: 4921.781738
	Iteration 14Q: 3 clusters Score -2598232 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2598403.000000 Penalty: 4921.781738
	Iteration 15Q: 3 clusters Score -2598403 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2598506.750000 Penalty: 4921.781738
	Iteration 16Q: 3 clusters Score -2598507 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2598592.500000 Penalty: 4921.781738
	Iteration 17Q: 3 clusters Score -2598592 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2598682.750000 Penalty: 4921.781738
	Iteration 18Q: 3 clusters Score -2598683 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2598777.750000 Penalty: 4921.781738
	Iteration 19Q: 3 clusters Score -2598778 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2598871.250000 Penalty: 4921.781738
	Iteration 20F: 3 clusters Score -2598871 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2598960.750000 Penalty: 4921.781738
	Iteration 21Q: 3 clusters Score -2598961 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2599058.500000 Penalty: 4921.781738
	Iteration 22Q: 3 clusters Score -2599058 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2599182.500000 Penalty: 4921.781738
	Iteration 23Q: 3 clusters Score -2599182 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2599306.000000 Penalty: 4921.781738
	Iteration 24Q: 3 clusters Score -2599306 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2599473.750000 Penalty: 4921.781738
	Iteration 25Q: 3 clusters Score -2599474 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2599594.250000 Penalty: 4921.781738
	Iteration 26Q: 3 clusters Score -2599594 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2599712.750000 Penalty: 4921.781738
	Iteration 27Q: 3 clusters Score -2599713 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2599854.750000 Penalty: 4921.781738
	Iteration 28Q: 3 clusters Score -2599855 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2599991.500000 Penalty: 4921.781738
	Iteration 29Q: 3 clusters Score -2599992 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2600100.750000 Penalty: 4921.781738
	Iteration 30Q: 3 clusters Score -2600101 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2600180.000000 Penalty: 4921.781738
	Iteration 31Q: 3 clusters Score -2600180 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2600240.750000 Penalty: 4921.781738
	Iteration 32Q: 3 clusters Score -2600241 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2600265.250000 Penalty: 4921.781738
	Iteration 33Q: 3 clusters Score -2600265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2600277.750000 Penalty: 4921.781738
	Iteration 34Q: 3 clusters Score -2600278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2600283.250000 Penalty: 4921.781738
	Iteration 35Q: 3 clusters Score -2600283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2600285.750000 Penalty: 4921.781738
	Iteration 36Q: 3 clusters Score -2600286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2600293.000000 Penalty: 4921.781738
	Iteration 37Q: 3 clusters Score -2600293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2600298.000000 Penalty: 4921.781738
	Iteration 38Q: 3 clusters Score -2600298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2600298.250000 Penalty: 4921.781738
	Iteration 39Q: 3 clusters Score -2600298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2600303.000000 Penalty: 4921.781738
	Iteration 40F: 3 clusters Score -2600303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2600302.000000 Penalty: 4921.781738
	Iteration 41Q: 3 clusters Score -2600302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2600303.000000 Penalty: 4921.781738
	Iteration 42Q: 3 clusters Score -2600303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2600304.250000 Penalty: 4921.781738
	Iteration 43Q: 3 clusters Score -2600304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2600304.750000 Penalty: 4921.781738
	Iteration 44Q: 3 clusters Score -2600305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2600312.000000 Penalty: 4921.781738
	Iteration 45Q: 3 clusters Score -2600312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2600308.250000 Penalty: 4921.781738
	Iteration 46Q: 3 clusters Score -2600308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2600309.250000 Penalty: 4921.781738
	Iteration 47Q: 3 clusters Score -2600309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2600311.000000 Penalty: 4921.781738
	Iteration 48Q: 3 clusters Score -2600311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2600306.500000 Penalty: 4921.781738
	Iteration 49Q: 3 clusters Score -2600306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2600306.500000 Penalty: 4921.781738
	Iteration 50Q: 3 clusters Score -2600306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2600308.000000 Penalty: 4921.781738
	Iteration 51Q: 3 clusters Score -2600308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2600308.000000 Penalty: 4921.781738
	Iteration 52F: 3 clusters Score -2600308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Entering Unmasked Estep 
Score: -2340549.500000 Penalty: 2434.711426
	Iteration 0F: 2 clusters Score -2340550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2327495.750000 Penalty: 4869.422852
	Iteration 0F: 3 clusters Score -2327496 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2331933.750000 Penalty: 4869.422852
	Iteration 1F: 3 clusters Score -2331934 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2332421.000000 Penalty: 4869.422852
	Iteration 2F: 3 clusters Score -2332421 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2332823.500000 Penalty: 4869.422852
	Iteration 3F: 3 clusters Score -2332824 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2333209.500000 Penalty: 4869.422852
	Iteration 4Q: 3 clusters Score -2333210 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2333613.250000 Penalty: 4869.422852
	Iteration 5Q: 3 clusters Score -2333613 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2334029.000000 Penalty: 4869.422852
	Iteration 6Q: 3 clusters Score -2334029 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2334501.250000 Penalty: 4869.422852
	Iteration 7Q: 3 clusters Score -2334501 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2335107.750000 Penalty: 4869.422852
	Iteration 8F: 3 clusters Score -2335108 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2335771.250000 Penalty: 4869.422852
	Iteration 9F: 3 clusters Score -2335771 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2336416.000000 Penalty: 4869.422852
	Iteration 10Q: 3 clusters Score -2336416 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2336863.500000 Penalty: 4869.422852
	Iteration 11Q: 3 clusters Score -2336864 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2337176.250000 Penalty: 4869.422852
	Iteration 12Q: 3 clusters Score -2337176 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2337367.500000 Penalty: 4869.422852
	Iteration 13Q: 3 clusters Score -2337368 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2337498.500000 Penalty: 4869.422852
	Iteration 14Q: 3 clusters Score -2337498 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2337591.250000 Penalty: 4869.422852
	Iteration 15Q: 3 clusters Score -2337591 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2337665.000000 Penalty: 4869.422852
	Iteration 16Q: 3 clusters Score -2337665 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2337719.500000 Penalty: 4869.422852
	Iteration 17Q: 3 clusters Score -2337720 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2337770.000000 Penalty: 4869.422852
	Iteration 18Q: 3 clusters Score -2337770 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2337807.500000 Penalty: 4869.422852
	Iteration 19Q: 3 clusters Score -2337808 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2337849.750000 Penalty: 4869.422852
	Iteration 20F: 3 clusters Score -2337850 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2337880.500000 Penalty: 4869.422852
	Iteration 21Q: 3 clusters Score -2337880 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2337914.250000 Penalty: 4869.422852
	Iteration 22Q: 3 clusters Score -2337914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2337944.750000 Penalty: 4869.422852
	Iteration 23Q: 3 clusters Score -2337945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2337987.500000 Penalty: 4869.422852
	Iteration 24Q: 3 clusters Score -2337988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2338026.000000 Penalty: 4869.422852
	Iteration 25Q: 3 clusters Score -2338026 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2338067.250000 Penalty: 4869.422852
	Iteration 26Q: 3 clusters Score -2338067 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2338118.500000 Penalty: 4869.422852
	Iteration 27Q: 3 clusters Score -2338118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2338169.500000 Penalty: 4869.422852
	Iteration 28Q: 3 clusters Score -2338170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2338226.500000 Penalty: 4869.422852
	Iteration 29Q: 3 clusters Score -2338226 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2338285.000000 Penalty: 4869.422852
	Iteration 30Q: 3 clusters Score -2338285 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2338336.750000 Penalty: 4869.422852
	Iteration 31Q: 3 clusters Score -2338337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2338381.250000 Penalty: 4869.422852
	Iteration 32Q: 3 clusters Score -2338381 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2338409.000000 Penalty: 4869.422852
	Iteration 33Q: 3 clusters Score -2338409 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2338444.750000 Penalty: 4869.422852
	Iteration 34Q: 3 clusters Score -2338445 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2338464.250000 Penalty: 4869.422852
	Iteration 35Q: 3 clusters Score -2338464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2338473.000000 Penalty: 4869.422852
	Iteration 36Q: 3 clusters Score -2338473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2338499.000000 Penalty: 4869.422852
	Iteration 37Q: 3 clusters Score -2338499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2338525.750000 Penalty: 4869.422852
	Iteration 38Q: 3 clusters Score -2338526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2338536.750000 Penalty: 4869.422852
	Iteration 39Q: 3 clusters Score -2338537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2338549.500000 Penalty: 4869.422852
	Iteration 40F: 3 clusters Score -2338550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2338554.500000 Penalty: 4869.422852
	Iteration 41Q: 3 clusters Score -2338554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2338565.750000 Penalty: 4869.422852
	Iteration 42Q: 3 clusters Score -2338566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2338567.500000 Penalty: 4869.422852
	Iteration 43Q: 3 clusters Score -2338568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2338574.500000 Penalty: 4869.422852
	Iteration 44Q: 3 clusters Score -2338574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2338579.750000 Penalty: 4869.422852
	Iteration 45Q: 3 clusters Score -2338580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2338587.000000 Penalty: 4869.422852
	Iteration 46Q: 3 clusters Score -2338587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2338595.000000 Penalty: 4869.422852
	Iteration 47Q: 3 clusters Score -2338595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2338596.000000 Penalty: 4869.422852
	Iteration 48Q: 3 clusters Score -2338596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2338603.750000 Penalty: 4869.422852
	Iteration 49Q: 3 clusters Score -2338604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2338606.000000 Penalty: 4869.422852
	Iteration 50Q: 3 clusters Score -2338606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2338610.000000 Penalty: 4869.422852
	Iteration 51Q: 3 clusters Score -2338610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2338613.750000 Penalty: 4869.422852
	Iteration 52Q: 3 clusters Score -2338614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2338616.500000 Penalty: 4869.422852
	Iteration 53Q: 3 clusters Score -2338616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2338615.750000 Penalty: 4869.422852
	Iteration 54Q: 3 clusters Score -2338616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2338619.500000 Penalty: 4869.422852
	Iteration 55Q: 3 clusters Score -2338620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2338619.000000 Penalty: 4869.422852
	Iteration 56Q: 3 clusters Score -2338619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2338623.250000 Penalty: 4869.422852
	Iteration 57Q: 3 clusters Score -2338623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2338624.500000 Penalty: 4869.422852
	Iteration 58Q: 3 clusters Score -2338624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2338624.750000 Penalty: 4869.422852
	Iteration 59Q: 3 clusters Score -2338625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2338628.500000 Penalty: 4869.422852
	Iteration 60F: 3 clusters Score -2338628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2338626.500000 Penalty: 4869.422852
	Iteration 61Q: 3 clusters Score -2338626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2338623.750000 Penalty: 4869.422852
	Iteration 62Q: 3 clusters Score -2338624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2338625.000000 Penalty: 4869.422852
	Iteration 63Q: 3 clusters Score -2338625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2338625.000000 Penalty: 4869.422852
	Iteration 64F: 3 clusters Score -2338625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Entering Unmasked Estep 
Score: -4895414.000000 Penalty: 2618.319092
	Iteration 0F: 2 clusters Score -4895414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4869210.500000 Penalty: 5236.638184
	Iteration 0F: 3 clusters Score -4869210 nChanged 17651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4878626.000000 Penalty: 5236.638184
	Iteration 1F: 3 clusters Score -4878626 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4879070.000000 Penalty: 5236.638184
	Iteration 2Q: 3 clusters Score -4879070 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4879584.500000 Penalty: 5236.638184
	Iteration 3Q: 3 clusters Score -4879584 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4880373.500000 Penalty: 5236.638184
	Iteration 4Q: 3 clusters Score -4880374 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -4881594.500000 Penalty: 5236.638184
	Iteration 5F: 3 clusters Score -4881594 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4883356.000000 Penalty: 5236.638184
	Iteration 6F: 3 clusters Score -4883356 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4885704.500000 Penalty: 5236.638184
	Iteration 7F: 3 clusters Score -4885704 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -4888262.000000 Penalty: 5236.638184
	Iteration 8F: 3 clusters Score -4888262 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4890526.000000 Penalty: 5236.638184
	Iteration 9F: 3 clusters Score -4890526 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4892301.500000 Penalty: 5236.638184
	Iteration 10Q: 3 clusters Score -4892302 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4893369.000000 Penalty: 5236.638184
	Iteration 11Q: 3 clusters Score -4893369 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4893893.000000 Penalty: 5236.638184
	Iteration 12Q: 3 clusters Score -4893893 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4894141.500000 Penalty: 5236.638184
	Iteration 13Q: 3 clusters Score -4894142 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4894268.500000 Penalty: 5236.638184
	Iteration 14Q: 3 clusters Score -4894268 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4894362.500000 Penalty: 5236.638184
	Iteration 15Q: 3 clusters Score -4894362 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4894410.000000 Penalty: 5236.638184
	Iteration 16Q: 3 clusters Score -4894410 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4894463.500000 Penalty: 5236.638184
	Iteration 17Q: 3 clusters Score -4894464 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4894497.500000 Penalty: 5236.638184
	Iteration 18Q: 3 clusters Score -4894498 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4894542.500000 Penalty: 5236.638184
	Iteration 19Q: 3 clusters Score -4894542 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4894559.500000 Penalty: 5236.638184
	Iteration 20F: 3 clusters Score -4894560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4894594.000000 Penalty: 5236.638184
	Iteration 21Q: 3 clusters Score -4894594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4894620.000000 Penalty: 5236.638184
	Iteration 22Q: 3 clusters Score -4894620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4894648.500000 Penalty: 5236.638184
	Iteration 23Q: 3 clusters Score -4894648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4894676.000000 Penalty: 5236.638184
	Iteration 24Q: 3 clusters Score -4894676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4894688.000000 Penalty: 5236.638184
	Iteration 25Q: 3 clusters Score -4894688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4894692.000000 Penalty: 5236.638184
	Iteration 26Q: 3 clusters Score -4894692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4894702.000000 Penalty: 5236.638184
	Iteration 27Q: 3 clusters Score -4894702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4894711.500000 Penalty: 5236.638184
	Iteration 28Q: 3 clusters Score -4894712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4894723.500000 Penalty: 5236.638184
	Iteration 29Q: 3 clusters Score -4894724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4894725.500000 Penalty: 5236.638184
	Iteration 30Q: 3 clusters Score -4894726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4894729.000000 Penalty: 5236.638184
	Iteration 31Q: 3 clusters Score -4894729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4894730.000000 Penalty: 5236.638184
	Iteration 32Q: 3 clusters Score -4894730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4894734.000000 Penalty: 5236.638184
	Iteration 33Q: 3 clusters Score -4894734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4894724.500000 Penalty: 5236.638184
	Iteration 34Q: 3 clusters Score -4894724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4894729.000000 Penalty: 5236.638184
	Iteration 35Q: 3 clusters Score -4894729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4894739.500000 Penalty: 5236.638184
	Iteration 36Q: 3 clusters Score -4894740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4894745.500000 Penalty: 5236.638184
	Iteration 37Q: 3 clusters Score -4894746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4894744.500000 Penalty: 5236.638184
	Iteration 38Q: 3 clusters Score -4894744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4894751.500000 Penalty: 5236.638184
	Iteration 39Q: 3 clusters Score -4894752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4894744.000000 Penalty: 5236.638184
	Iteration 40F: 3 clusters Score -4894744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4894754.000000 Penalty: 5236.638184
	Iteration 41Q: 3 clusters Score -4894754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4894756.500000 Penalty: 5236.638184
	Iteration 42Q: 3 clusters Score -4894756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4894757.500000 Penalty: 5236.638184
	Iteration 43Q: 3 clusters Score -4894758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4894757.500000 Penalty: 5236.638184
	Iteration 44Q: 3 clusters Score -4894758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4894758.500000 Penalty: 5236.638184
	Iteration 45Q: 3 clusters Score -4894758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4894760.500000 Penalty: 5236.638184
	Iteration 46Q: 3 clusters Score -4894760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4894764.500000 Penalty: 5236.638184
	Iteration 47Q: 3 clusters Score -4894764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4894771.000000 Penalty: 5236.638184
	Iteration 48Q: 3 clusters Score -4894771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4894772.500000 Penalty: 5236.638184
	Iteration 49Q: 3 clusters Score -4894772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4894772.000000 Penalty: 5236.638184
	Iteration 50Q: 3 clusters Score -4894772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4894766.500000 Penalty: 5236.638184
	Iteration 51Q: 3 clusters Score -4894766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4894769.500000 Penalty: 5236.638184
	Iteration 52Q: 3 clusters Score -4894770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4894768.000000 Penalty: 5236.638184
	Iteration 53Q: 3 clusters Score -4894768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4894768.000000 Penalty: 5236.638184
	Iteration 54F: 3 clusters Score -4894768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Entering Unmasked Estep 
Score: -3355572.500000 Penalty: 2542.923096
	Iteration 0F: 2 clusters Score -3355572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3336155.250000 Penalty: 5085.846191
	Iteration 0F: 3 clusters Score -3336155 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3343572.000000 Penalty: 5085.846191
	Iteration 1F: 3 clusters Score -3343572 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3344726.500000 Penalty: 5085.846191
	Iteration 2F: 3 clusters Score -3344726 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3345841.250000 Penalty: 5085.846191
	Iteration 3F: 3 clusters Score -3345841 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3346863.500000 Penalty: 5085.846191
	Iteration 4F: 3 clusters Score -3346864 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3347775.250000 Penalty: 5085.846191
	Iteration 5F: 3 clusters Score -3347775 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3348646.500000 Penalty: 5085.846191
	Iteration 6F: 3 clusters Score -3348646 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3349414.000000 Penalty: 5085.846191
	Iteration 7Q: 3 clusters Score -3349414 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3350152.250000 Penalty: 5085.846191
	Iteration 8Q: 3 clusters Score -3350152 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3350752.000000 Penalty: 5085.846191
	Iteration 9Q: 3 clusters Score -3350752 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3351157.250000 Penalty: 5085.846191
	Iteration 10Q: 3 clusters Score -3351157 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3351420.500000 Penalty: 5085.846191
	Iteration 11Q: 3 clusters Score -3351420 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3351614.750000 Penalty: 5085.846191
	Iteration 12Q: 3 clusters Score -3351615 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3351741.000000 Penalty: 5085.846191
	Iteration 13Q: 3 clusters Score -3351741 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3351816.750000 Penalty: 5085.846191
	Iteration 14Q: 3 clusters Score -3351817 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3351891.000000 Penalty: 5085.846191
	Iteration 15Q: 3 clusters Score -3351891 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3351957.500000 Penalty: 5085.846191
	Iteration 16Q: 3 clusters Score -3351958 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3352007.000000 Penalty: 5085.846191
	Iteration 17Q: 3 clusters Score -3352007 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3352047.000000 Penalty: 5085.846191
	Iteration 18Q: 3 clusters Score -3352047 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3352091.500000 Penalty: 5085.846191
	Iteration 19Q: 3 clusters Score -3352092 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3352154.500000 Penalty: 5085.846191
	Iteration 20F: 3 clusters Score -3352154 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3352180.000000 Penalty: 5085.846191
	Iteration 21Q: 3 clusters Score -3352180 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3352214.000000 Penalty: 5085.846191
	Iteration 22Q: 3 clusters Score -3352214 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3352266.750000 Penalty: 5085.846191
	Iteration 23Q: 3 clusters Score -3352267 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3352324.000000 Penalty: 5085.846191
	Iteration 24Q: 3 clusters Score -3352324 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3352348.750000 Penalty: 5085.846191
	Iteration 25Q: 3 clusters Score -3352349 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3352386.750000 Penalty: 5085.846191
	Iteration 26Q: 3 clusters Score -3352387 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3352428.500000 Penalty: 5085.846191
	Iteration 27Q: 3 clusters Score -3352428 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3352489.000000 Penalty: 5085.846191
	Iteration 28Q: 3 clusters Score -3352489 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3352514.250000 Penalty: 5085.846191
	Iteration 29Q: 3 clusters Score -3352514 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3352537.000000 Penalty: 5085.846191
	Iteration 30Q: 3 clusters Score -3352537 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3352592.750000 Penalty: 5085.846191
	Iteration 31Q: 3 clusters Score -3352593 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3352608.750000 Penalty: 5085.846191
	Iteration 32Q: 3 clusters Score -3352609 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3352635.500000 Penalty: 5085.846191
	Iteration 33Q: 3 clusters Score -3352636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3352657.750000 Penalty: 5085.846191
	Iteration 34Q: 3 clusters Score -3352658 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3352703.750000 Penalty: 5085.846191
	Iteration 35Q: 3 clusters Score -3352704 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3352736.750000 Penalty: 5085.846191
	Iteration 36Q: 3 clusters Score -3352737 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3352753.000000 Penalty: 5085.846191
	Iteration 37Q: 3 clusters Score -3352753 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3352790.750000 Penalty: 5085.846191
	Iteration 38Q: 3 clusters Score -3352791 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3352810.750000 Penalty: 5085.846191
	Iteration 39Q: 3 clusters Score -3352811 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3352844.500000 Penalty: 5085.846191
	Iteration 40F: 3 clusters Score -3352844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3352863.000000 Penalty: 5085.846191
	Iteration 41Q: 3 clusters Score -3352863 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3352880.750000 Penalty: 5085.846191
	Iteration 42Q: 3 clusters Score -3352881 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3352893.250000 Penalty: 5085.846191
	Iteration 43Q: 3 clusters Score -3352893 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3352910.500000 Penalty: 5085.846191
	Iteration 44Q: 3 clusters Score -3352910 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3352943.750000 Penalty: 5085.846191
	Iteration 45Q: 3 clusters Score -3352944 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3352969.250000 Penalty: 5085.846191
	Iteration 46Q: 3 clusters Score -3352969 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3353002.250000 Penalty: 5085.846191
	Iteration 47Q: 3 clusters Score -3353002 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -3353031.750000 Penalty: 5085.846191
	Iteration 48Q: 3 clusters Score -3353032 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3353057.500000 Penalty: 5085.846191
	Iteration 49Q: 3 clusters Score -3353058 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3353099.250000 Penalty: 5085.846191
	Iteration 50Q: 3 clusters Score -3353099 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3353128.500000 Penalty: 5085.846191
	Iteration 51Q: 3 clusters Score -3353128 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3353157.500000 Penalty: 5085.846191
	Iteration 52Q: 3 clusters Score -3353158 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3353203.250000 Penalty: 5085.846191
	Iteration 53Q: 3 clusters Score -3353203 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3353236.250000 Penalty: 5085.846191
	Iteration 54Q: 3 clusters Score -3353236 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3353284.000000 Penalty: 5085.846191
	Iteration 55Q: 3 clusters Score -3353284 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3353323.750000 Penalty: 5085.846191
	Iteration 56Q: 3 clusters Score -3353324 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3353365.500000 Penalty: 5085.846191
	Iteration 57Q: 3 clusters Score -3353366 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3353419.750000 Penalty: 5085.846191
	Iteration 58Q: 3 clusters Score -3353420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3353476.500000 Penalty: 5085.846191
	Iteration 59Q: 3 clusters Score -3353476 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3353524.750000 Penalty: 5085.846191
	Iteration 60F: 3 clusters Score -3353525 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3353565.750000 Penalty: 5085.846191
	Iteration 61Q: 3 clusters Score -3353566 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3353629.000000 Penalty: 5085.846191
	Iteration 62Q: 3 clusters Score -3353629 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3353692.500000 Penalty: 5085.846191
	Iteration 63Q: 3 clusters Score -3353692 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -3353755.000000 Penalty: 5085.846191
	Iteration 64Q: 3 clusters Score -3353755 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3353840.250000 Penalty: 5085.846191
	Iteration 65Q: 3 clusters Score -3353840 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3353913.250000 Penalty: 5085.846191
	Iteration 66Q: 3 clusters Score -3353913 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3354038.000000 Penalty: 5085.846191
	Iteration 67Q: 3 clusters Score -3354038 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3354142.500000 Penalty: 5085.846191
	Iteration 68Q: 3 clusters Score -3354142 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3354222.750000 Penalty: 5085.846191
	Iteration 69Q: 3 clusters Score -3354223 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3354310.750000 Penalty: 5085.846191
	Iteration 70Q: 3 clusters Score -3354311 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3354399.250000 Penalty: 5085.846191
	Iteration 71Q: 3 clusters Score -3354399 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3354510.000000 Penalty: 5085.846191
	Iteration 72Q: 3 clusters Score -3354510 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3354596.000000 Penalty: 5085.846191
	Iteration 73Q: 3 clusters Score -3354596 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3354705.750000 Penalty: 5085.846191
	Iteration 74Q: 3 clusters Score -3354706 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3354775.500000 Penalty: 5085.846191
	Iteration 75Q: 3 clusters Score -3354776 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3354838.000000 Penalty: 5085.846191
	Iteration 76Q: 3 clusters Score -3354838 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3354898.500000 Penalty: 5085.846191
	Iteration 77Q: 3 clusters Score -3354898 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3354943.000000 Penalty: 5085.846191
	Iteration 78Q: 3 clusters Score -3354943 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3355003.500000 Penalty: 5085.846191
	Iteration 79Q: 3 clusters Score -3355004 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3355047.250000 Penalty: 5085.846191
	Iteration 80F: 3 clusters Score -3355047 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3355096.250000 Penalty: 5085.846191
	Iteration 81Q: 3 clusters Score -3355096 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3355120.750000 Penalty: 5085.846191
	Iteration 82Q: 3 clusters Score -3355121 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3355153.500000 Penalty: 5085.846191
	Iteration 83Q: 3 clusters Score -3355154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3355168.000000 Penalty: 5085.846191
	Iteration 84Q: 3 clusters Score -3355168 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3355196.000000 Penalty: 5085.846191
	Iteration 85Q: 3 clusters Score -3355196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3355212.750000 Penalty: 5085.846191
	Iteration 86Q: 3 clusters Score -3355213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3355234.500000 Penalty: 5085.846191
	Iteration 87Q: 3 clusters Score -3355234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3355242.000000 Penalty: 5085.846191
	Iteration 88Q: 3 clusters Score -3355242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3355248.500000 Penalty: 5085.846191
	Iteration 89Q: 3 clusters Score -3355248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3355257.500000 Penalty: 5085.846191
	Iteration 90Q: 3 clusters Score -3355258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3355258.250000 Penalty: 5085.846191
	Iteration 91Q: 3 clusters Score -3355258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3355261.500000 Penalty: 5085.846191
	Iteration 92Q: 3 clusters Score -3355262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3355272.250000 Penalty: 5085.846191
	Iteration 93Q: 3 clusters Score -3355272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3355272.000000 Penalty: 5085.846191
	Iteration 94Q: 3 clusters Score -3355272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3355267.250000 Penalty: 5085.846191
	Iteration 95Q: 3 clusters Score -3355267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3355274.250000 Penalty: 5085.846191
	Iteration 96Q: 3 clusters Score -3355274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3355270.250000 Penalty: 5085.846191
	Iteration 97Q: 3 clusters Score -3355270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3355267.750000 Penalty: 5085.846191
	Iteration 98Q: 3 clusters Score -3355268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3355267.750000 Penalty: 5085.846191
	Iteration 99F: 3 clusters Score -3355268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -769529.125000 Penalty: 2154.736572
	Iteration 0F: 2 clusters Score -769529.1 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 2912 members 
Entering Unmasked Estep 
Score: -764466.687500 Penalty: 4309.473145
	Iteration 0F: 3 clusters Score -764466.7 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -765816.125000 Penalty: 4309.473145
	Iteration 1F: 3 clusters Score -765816.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -766194.875000 Penalty: 4309.473145
	Iteration 2F: 3 clusters Score -766194.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -766562.937500 Penalty: 4309.473145
	Iteration 3F: 3 clusters Score -766562.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -766926.625000 Penalty: 4309.473145
	Iteration 4F: 3 clusters Score -766926.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -767298.625000 Penalty: 4309.473145
	Iteration 5F: 3 clusters Score -767298.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -767649.625000 Penalty: 4309.473145
	Iteration 6F: 3 clusters Score -767649.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -767950.312500 Penalty: 4309.473145
	Iteration 7Q: 3 clusters Score -767950.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -768185.437500 Penalty: 4309.473145
	Iteration 8Q: 3 clusters Score -768185.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -768340.187500 Penalty: 4309.473145
	Iteration 9Q: 3 clusters Score -768340.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -768440.562500 Penalty: 4309.473145
	Iteration 10Q: 3 clusters Score -768440.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -768492.937500 Penalty: 4309.473145
	Iteration 11Q: 3 clusters Score -768492.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -768531.812500 Penalty: 4309.473145
	Iteration 12Q: 3 clusters Score -768531.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -768564.000000 Penalty: 4309.473145
	Iteration 13Q: 3 clusters Score -768564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -768583.000000 Penalty: 4309.473145
	Iteration 14Q: 3 clusters Score -768583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -768594.312500 Penalty: 4309.473145
	Iteration 15Q: 3 clusters Score -768594.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -768603.062500 Penalty: 4309.473145
	Iteration 16Q: 3 clusters Score -768603.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -768612.250000 Penalty: 4309.473145
	Iteration 17Q: 3 clusters Score -768612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -768621.875000 Penalty: 4309.473145
	Iteration 18Q: 3 clusters Score -768621.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -768630.312500 Penalty: 4309.473145
	Iteration 19Q: 3 clusters Score -768630.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -768637.937500 Penalty: 4309.473145
	Iteration 20F: 3 clusters Score -768637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -768642.437500 Penalty: 4309.473145
	Iteration 21Q: 3 clusters Score -768642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -768643.625000 Penalty: 4309.473145
	Iteration 22Q: 3 clusters Score -768643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -768645.125000 Penalty: 4309.473145
	Iteration 23Q: 3 clusters Score -768645.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -768647.937500 Penalty: 4309.473145
	Iteration 24Q: 3 clusters Score -768647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -768653.562500 Penalty: 4309.473145
	Iteration 25Q: 3 clusters Score -768653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -768656.312500 Penalty: 4309.473145
	Iteration 26Q: 3 clusters Score -768656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -768660.250000 Penalty: 4309.473145
	Iteration 27Q: 3 clusters Score -768660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -768667.187500 Penalty: 4309.473145
	Iteration 28Q: 3 clusters Score -768667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -768671.312500 Penalty: 4309.473145
	Iteration 29Q: 3 clusters Score -768671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -768673.562500 Penalty: 4309.473145
	Iteration 30Q: 3 clusters Score -768673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -768674.687500 Penalty: 4309.473145
	Iteration 31Q: 3 clusters Score -768674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -768676.687500 Penalty: 4309.473145
	Iteration 32Q: 3 clusters Score -768676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -768678.250000 Penalty: 4309.473145
	Iteration 33Q: 3 clusters Score -768678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -768678.812500 Penalty: 4309.473145
	Iteration 34Q: 3 clusters Score -768678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -768679.687500 Penalty: 4309.473145
	Iteration 35Q: 3 clusters Score -768679.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -768679.687500 Penalty: 4309.473145
	Iteration 36F: 3 clusters Score -768679.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -474026.031250 Penalty: 2048.602295
	Iteration 0F: 2 clusters Score -474026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -470205.593750 Penalty: 4097.204590
	Iteration 0F: 3 clusters Score -470205.6 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -471174.812500 Penalty: 4097.204590
	Iteration 1F: 3 clusters Score -471174.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -471423.437500 Penalty: 4097.204590
	Iteration 2F: 3 clusters Score -471423.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -471566.468750 Penalty: 4097.204590
	Iteration 3F: 3 clusters Score -471566.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -471659.406250 Penalty: 4097.204590
	Iteration 4Q: 3 clusters Score -471659.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -471738.156250 Penalty: 4097.204590
	Iteration 5Q: 3 clusters Score -471738.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -471808.406250 Penalty: 4097.204590
	Iteration 6Q: 3 clusters Score -471808.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -471887.031250 Penalty: 4097.204590
	Iteration 7Q: 3 clusters Score -471887 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -471952.531250 Penalty: 4097.204590
	Iteration 8Q: 3 clusters Score -471952.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -472021.593750 Penalty: 4097.204590
	Iteration 9Q: 3 clusters Score -472021.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -472105.937500 Penalty: 4097.204590
	Iteration 10Q: 3 clusters Score -472105.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -472220.375000 Penalty: 4097.204590
	Iteration 11Q: 3 clusters Score -472220.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -472359.187500 Penalty: 4097.204590
	Iteration 12Q: 3 clusters Score -472359.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -472504.468750 Penalty: 4097.204590
	Iteration 13Q: 3 clusters Score -472504.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -472643.781250 Penalty: 4097.204590
	Iteration 14Q: 3 clusters Score -472643.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -472781.500000 Penalty: 4097.204590
	Iteration 15Q: 3 clusters Score -472781.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -472935.437500 Penalty: 4097.204590
	Iteration 16Q: 3 clusters Score -472935.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -473066.875000 Penalty: 4097.204590
	Iteration 17Q: 3 clusters Score -473066.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -473183.093750 Penalty: 4097.204590
	Iteration 18Q: 3 clusters Score -473183.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -473273.781250 Penalty: 4097.204590
	Iteration 19Q: 3 clusters Score -473273.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -473341.187500 Penalty: 4097.204590
	Iteration 20F: 3 clusters Score -473341.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -473404.250000 Penalty: 4097.204590
	Iteration 21Q: 3 clusters Score -473404.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -473445.906250 Penalty: 4097.204590
	Iteration 22Q: 3 clusters Score -473445.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -473468.406250 Penalty: 4097.204590
	Iteration 23Q: 3 clusters Score -473468.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -473478.906250 Penalty: 4097.204590
	Iteration 24Q: 3 clusters Score -473478.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -473482.937500 Penalty: 4097.204590
	Iteration 25Q: 3 clusters Score -473482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -473484.093750 Penalty: 4097.204590
	Iteration 26Q: 3 clusters Score -473484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -473484.687500 Penalty: 4097.204590
	Iteration 27Q: 3 clusters Score -473484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -473484.687500 Penalty: 4097.204590
	Iteration 28F: 3 clusters Score -473484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -93320.648438 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -93320.65 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 382 members 
Entering Unmasked Estep 
Score: -91607.156250 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -91607.16 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91879.617188 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -91879.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91971.359375 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -91971.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92040.437500 Penalty: 3300.459473
	Iteration 3Q: 3 clusters Score -92040.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92137.132812 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -92137.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92291.773438 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -92291.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92416.625000 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -92416.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92488.882812 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -92488.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92518.421875 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -92518.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92534.734375 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -92534.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92550.609375 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -92550.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92562.585938 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -92562.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92575.023438 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -92575.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92585.593750 Penalty: 3300.459473
	Iteration 13Q: 3 clusters Score -92585.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -92596.765625 Penalty: 3300.459473
	Iteration 14Q: 3 clusters Score -92596.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92600.765625 Penalty: 3300.459473
	Iteration 15Q: 3 clusters Score -92600.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92601.265625 Penalty: 3300.459473
	Iteration 16Q: 3 clusters Score -92601.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92603.976562 Penalty: 3300.459473
	Iteration 17Q: 3 clusters Score -92603.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92606.570312 Penalty: 3300.459473
	Iteration 18Q: 3 clusters Score -92606.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92606.570312 Penalty: 3300.459473
	Iteration 19F: 3 clusters Score -92606.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Entering Unmasked Estep 
Score: -3927787.000000 Penalty: 2562.752197
	Iteration 0F: 2 clusters Score -3927787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3906792.500000 Penalty: 5125.504395
	Iteration 0F: 3 clusters Score -3906792 nChanged 13870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3914498.500000 Penalty: 5125.504395
	Iteration 1F: 3 clusters Score -3914498 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3914962.250000 Penalty: 5125.504395
	Iteration 2Q: 3 clusters Score -3914962 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3915384.500000 Penalty: 5125.504395
	Iteration 3Q: 3 clusters Score -3915384 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3915712.250000 Penalty: 5125.504395
	Iteration 4Q: 3 clusters Score -3915712 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3916032.500000 Penalty: 5125.504395
	Iteration 5Q: 3 clusters Score -3916032 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3916362.500000 Penalty: 5125.504395
	Iteration 6Q: 3 clusters Score -3916362 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3916664.000000 Penalty: 5125.504395
	Iteration 7Q: 3 clusters Score -3916664 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3916972.250000 Penalty: 5125.504395
	Iteration 8Q: 3 clusters Score -3916972 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3917253.250000 Penalty: 5125.504395
	Iteration 9Q: 3 clusters Score -3917253 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3917551.500000 Penalty: 5125.504395
	Iteration 10Q: 3 clusters Score -3917552 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3917822.750000 Penalty: 5125.504395
	Iteration 11Q: 3 clusters Score -3917823 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3918099.250000 Penalty: 5125.504395
	Iteration 12Q: 3 clusters Score -3918099 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3918374.500000 Penalty: 5125.504395
	Iteration 13Q: 3 clusters Score -3918374 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3918685.750000 Penalty: 5125.504395
	Iteration 14Q: 3 clusters Score -3918686 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3919046.500000 Penalty: 5125.504395
	Iteration 15Q: 3 clusters Score -3919046 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3919403.000000 Penalty: 5125.504395
	Iteration 16Q: 3 clusters Score -3919403 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3919759.250000 Penalty: 5125.504395
	Iteration 17Q: 3 clusters Score -3919759 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3920086.000000 Penalty: 5125.504395
	Iteration 18Q: 3 clusters Score -3920086 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3920342.250000 Penalty: 5125.504395
	Iteration 19Q: 3 clusters Score -3920342 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3920525.000000 Penalty: 5125.504395
	Iteration 20F: 3 clusters Score -3920525 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3920621.250000 Penalty: 5125.504395
	Iteration 21Q: 3 clusters Score -3920621 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3920658.500000 Penalty: 5125.504395
	Iteration 22Q: 3 clusters Score -3920658 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3920719.750000 Penalty: 5125.504395
	Iteration 23Q: 3 clusters Score -3920720 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3920742.750000 Penalty: 5125.504395
	Iteration 24Q: 3 clusters Score -3920743 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3920769.500000 Penalty: 5125.504395
	Iteration 25Q: 3 clusters Score -3920770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3920778.500000 Penalty: 5125.504395
	Iteration 26Q: 3 clusters Score -3920778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3920783.000000 Penalty: 5125.504395
	Iteration 27Q: 3 clusters Score -3920783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3920789.250000 Penalty: 5125.504395
	Iteration 28Q: 3 clusters Score -3920789 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3920805.250000 Penalty: 5125.504395
	Iteration 29Q: 3 clusters Score -3920805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3920809.750000 Penalty: 5125.504395
	Iteration 30Q: 3 clusters Score -3920810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3920820.250000 Penalty: 5125.504395
	Iteration 31Q: 3 clusters Score -3920820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3920820.750000 Penalty: 5125.504395
	Iteration 32Q: 3 clusters Score -3920821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3920846.500000 Penalty: 5125.504395
	Iteration 33Q: 3 clusters Score -3920846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3920844.500000 Penalty: 5125.504395
	Iteration 34Q: 3 clusters Score -3920844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3920857.000000 Penalty: 5125.504395
	Iteration 35Q: 3 clusters Score -3920857 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3920862.500000 Penalty: 5125.504395
	Iteration 36Q: 3 clusters Score -3920862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3920864.250000 Penalty: 5125.504395
	Iteration 37Q: 3 clusters Score -3920864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3920870.250000 Penalty: 5125.504395
	Iteration 38Q: 3 clusters Score -3920870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3920871.000000 Penalty: 5125.504395
	Iteration 39Q: 3 clusters Score -3920871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3920871.500000 Penalty: 5125.504395
	Iteration 40F: 3 clusters Score -3920872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3920867.250000 Penalty: 5125.504395
	Iteration 41Q: 3 clusters Score -3920867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3920880.500000 Penalty: 5125.504395
	Iteration 42Q: 3 clusters Score -3920880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3920881.250000 Penalty: 5125.504395
	Iteration 43Q: 3 clusters Score -3920881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3920904.250000 Penalty: 5125.504395
	Iteration 44Q: 3 clusters Score -3920904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3920896.000000 Penalty: 5125.504395
	Iteration 45Q: 3 clusters Score -3920896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3920909.000000 Penalty: 5125.504395
	Iteration 46Q: 3 clusters Score -3920909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3920897.750000 Penalty: 5125.504395
	Iteration 47Q: 3 clusters Score -3920898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3920913.000000 Penalty: 5125.504395
	Iteration 48Q: 3 clusters Score -3920913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3920907.750000 Penalty: 5125.504395
	Iteration 49Q: 3 clusters Score -3920908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3920915.000000 Penalty: 5125.504395
	Iteration 50Q: 3 clusters Score -3920915 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3920927.000000 Penalty: 5125.504395
	Iteration 51Q: 3 clusters Score -3920927 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3920933.000000 Penalty: 5125.504395
	Iteration 52Q: 3 clusters Score -3920933 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3920952.750000 Penalty: 5125.504395
	Iteration 53Q: 3 clusters Score -3920953 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3920965.750000 Penalty: 5125.504395
	Iteration 54Q: 3 clusters Score -3920966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3920980.000000 Penalty: 5125.504395
	Iteration 55Q: 3 clusters Score -3920980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3920979.250000 Penalty: 5125.504395
	Iteration 56Q: 3 clusters Score -3920979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3920993.000000 Penalty: 5125.504395
	Iteration 57Q: 3 clusters Score -3920993 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3921007.500000 Penalty: 5125.504395
	Iteration 58Q: 3 clusters Score -3921008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3921005.500000 Penalty: 5125.504395
	Iteration 59Q: 3 clusters Score -3921006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3921019.500000 Penalty: 5125.504395
	Iteration 60F: 3 clusters Score -3921020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3921023.000000 Penalty: 5125.504395
	Iteration 61Q: 3 clusters Score -3921023 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3921018.000000 Penalty: 5125.504395
	Iteration 62Q: 3 clusters Score -3921018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3921032.250000 Penalty: 5125.504395
	Iteration 63Q: 3 clusters Score -3921032 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3921044.750000 Penalty: 5125.504395
	Iteration 64Q: 3 clusters Score -3921045 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3921049.500000 Penalty: 5125.504395
	Iteration 65Q: 3 clusters Score -3921050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3921061.500000 Penalty: 5125.504395
	Iteration 66Q: 3 clusters Score -3921062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -3921076.750000 Penalty: 5125.504395
	Iteration 67Q: 3 clusters Score -3921077 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3921093.000000 Penalty: 5125.504395
	Iteration 68Q: 3 clusters Score -3921093 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3921109.250000 Penalty: 5125.504395
	Iteration 69Q: 3 clusters Score -3921109 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3921134.250000 Penalty: 5125.504395
	Iteration 70Q: 3 clusters Score -3921134 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3921145.250000 Penalty: 5125.504395
	Iteration 71Q: 3 clusters Score -3921145 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3921174.000000 Penalty: 5125.504395
	Iteration 72Q: 3 clusters Score -3921174 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3921204.250000 Penalty: 5125.504395
	Iteration 73Q: 3 clusters Score -3921204 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3921237.500000 Penalty: 5125.504395
	Iteration 74Q: 3 clusters Score -3921238 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3921261.500000 Penalty: 5125.504395
	Iteration 75Q: 3 clusters Score -3921262 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3921284.500000 Penalty: 5125.504395
	Iteration 76Q: 3 clusters Score -3921284 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3921319.250000 Penalty: 5125.504395
	Iteration 77Q: 3 clusters Score -3921319 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3921350.000000 Penalty: 5125.504395
	Iteration 78Q: 3 clusters Score -3921350 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3921382.250000 Penalty: 5125.504395
	Iteration 79Q: 3 clusters Score -3921382 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3921413.500000 Penalty: 5125.504395
	Iteration 80F: 3 clusters Score -3921414 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3921452.500000 Penalty: 5125.504395
	Iteration 81Q: 3 clusters Score -3921452 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3921489.000000 Penalty: 5125.504395
	Iteration 82Q: 3 clusters Score -3921489 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3921529.250000 Penalty: 5125.504395
	Iteration 83Q: 3 clusters Score -3921529 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3921561.000000 Penalty: 5125.504395
	Iteration 84Q: 3 clusters Score -3921561 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3921613.000000 Penalty: 5125.504395
	Iteration 85Q: 3 clusters Score -3921613 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3921672.750000 Penalty: 5125.504395
	Iteration 86Q: 3 clusters Score -3921673 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3921730.000000 Penalty: 5125.504395
	Iteration 87Q: 3 clusters Score -3921730 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3921879.500000 Penalty: 5125.504395
	Iteration 88Q: 3 clusters Score -3921880 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -3922077.750000 Penalty: 5125.504395
	Iteration 89Q: 3 clusters Score -3922078 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3922259.250000 Penalty: 5125.504395
	Iteration 90Q: 3 clusters Score -3922259 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3922446.500000 Penalty: 5125.504395
	Iteration 91Q: 3 clusters Score -3922446 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3922630.500000 Penalty: 5125.504395
	Iteration 92Q: 3 clusters Score -3922630 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3922848.000000 Penalty: 5125.504395
	Iteration 93Q: 3 clusters Score -3922848 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3923037.250000 Penalty: 5125.504395
	Iteration 94Q: 3 clusters Score -3923037 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3923259.750000 Penalty: 5125.504395
	Iteration 95Q: 3 clusters Score -3923260 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3923446.250000 Penalty: 5125.504395
	Iteration 96Q: 3 clusters Score -3923446 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3923655.250000 Penalty: 5125.504395
	Iteration 97Q: 3 clusters Score -3923655 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3923857.250000 Penalty: 5125.504395
	Iteration 98Q: 3 clusters Score -3923857 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -3924066.250000 Penalty: 5125.504395
	Iteration 99Q: 3 clusters Score -3924066 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3924264.250000 Penalty: 5125.504395
	Iteration 100F: 3 clusters Score -3924264 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3924462.500000 Penalty: 5125.504395
	Iteration 101Q: 3 clusters Score -3924462 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3924606.250000 Penalty: 5125.504395
	Iteration 102Q: 3 clusters Score -3924606 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3924725.000000 Penalty: 5125.504395
	Iteration 103Q: 3 clusters Score -3924725 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -3924815.250000 Penalty: 5125.504395
	Iteration 104Q: 3 clusters Score -3924815 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3924901.000000 Penalty: 5125.504395
	Iteration 105Q: 3 clusters Score -3924901 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3924979.500000 Penalty: 5125.504395
	Iteration 106Q: 3 clusters Score -3924980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3925040.500000 Penalty: 5125.504395
	Iteration 107Q: 3 clusters Score -3925040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -3925092.250000 Penalty: 5125.504395
	Iteration 108Q: 3 clusters Score -3925092 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -3925151.250000 Penalty: 5125.504395
	Iteration 109Q: 3 clusters Score -3925151 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -3925210.750000 Penalty: 5125.504395
	Iteration 110Q: 3 clusters Score -3925211 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3925260.250000 Penalty: 5125.504395
	Iteration 111Q: 3 clusters Score -3925260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3925308.000000 Penalty: 5125.504395
	Iteration 112Q: 3 clusters Score -3925308 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -3925335.750000 Penalty: 5125.504395
	Iteration 113Q: 3 clusters Score -3925336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3925360.000000 Penalty: 5125.504395
	Iteration 114Q: 3 clusters Score -3925360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3925393.500000 Penalty: 5125.504395
	Iteration 115Q: 3 clusters Score -3925394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -3925409.750000 Penalty: 5125.504395
	Iteration 116Q: 3 clusters Score -3925410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3925438.000000 Penalty: 5125.504395
	Iteration 117Q: 3 clusters Score -3925438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3925465.000000 Penalty: 5125.504395
	Iteration 118Q: 3 clusters Score -3925465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3925485.500000 Penalty: 5125.504395
	Iteration 119Q: 3 clusters Score -3925486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -3925505.000000 Penalty: 5125.504395
	Iteration 120F: 3 clusters Score -3925505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3925515.500000 Penalty: 5125.504395
	Iteration 121Q: 3 clusters Score -3925516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3925529.500000 Penalty: 5125.504395
	Iteration 122Q: 3 clusters Score -3925530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3925536.500000 Penalty: 5125.504395
	Iteration 123Q: 3 clusters Score -3925536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -3925551.500000 Penalty: 5125.504395
	Iteration 124Q: 3 clusters Score -3925552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -3925559.000000 Penalty: 5125.504395
	Iteration 125Q: 3 clusters Score -3925559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -3925565.500000 Penalty: 5125.504395
	Iteration 126Q: 3 clusters Score -3925566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3925570.000000 Penalty: 5125.504395
	Iteration 127Q: 3 clusters Score -3925570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3925585.250000 Penalty: 5125.504395
	Iteration 128Q: 3 clusters Score -3925585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3925590.750000 Penalty: 5125.504395
	Iteration 129Q: 3 clusters Score -3925591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3925596.000000 Penalty: 5125.504395
	Iteration 130Q: 3 clusters Score -3925596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3925597.500000 Penalty: 5125.504395
	Iteration 131Q: 3 clusters Score -3925598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3925595.500000 Penalty: 5125.504395
	Iteration 132Q: 3 clusters Score -3925596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3925596.000000 Penalty: 5125.504395
	Iteration 133Q: 3 clusters Score -3925596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3925603.250000 Penalty: 5125.504395
	Iteration 134Q: 3 clusters Score -3925603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -3925605.500000 Penalty: 5125.504395
	Iteration 135Q: 3 clusters Score -3925606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3925606.250000 Penalty: 5125.504395
	Iteration 136Q: 3 clusters Score -3925606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3925604.250000 Penalty: 5125.504395
	Iteration 137Q: 3 clusters Score -3925604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -3925608.500000 Penalty: 5125.504395
	Iteration 138Q: 3 clusters Score -3925608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3925607.750000 Penalty: 5125.504395
	Iteration 139Q: 3 clusters Score -3925608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3925607.750000 Penalty: 5125.504395
	Iteration 140F: 3 clusters Score -3925608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -24516.320312 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -24516.32 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 120 members 
Entering Unmasked Estep 
Score: -23311.212891 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -23311.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23386.218750 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -23386.22 nChanged 6
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: -23410.859375 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -23410.86 nChanged 3
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: -23422.851562 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -23422.85 nChanged 1
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: -23425.826172 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -23425.83 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: -23425.826172 Penalty: 2686.385742
	Iteration 5F: 3 clusters Score -23425.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Entering Unmasked Estep 
Score: -1229889.625000 Penalty: 2272.745361
	Iteration 0F: 2 clusters Score -1229890 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 4848 members 
Entering Unmasked Estep 
Score: -1222604.125000 Penalty: 4545.490723
	Iteration 0F: 3 clusters Score -1222604 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1225027.625000 Penalty: 4545.490723
	Iteration 1F: 3 clusters Score -1225028 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1225821.125000 Penalty: 4545.490723
	Iteration 2F: 3 clusters Score -1225821 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1226563.875000 Penalty: 4545.490723
	Iteration 3F: 3 clusters Score -1226564 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1227144.125000 Penalty: 4545.490723
	Iteration 4F: 3 clusters Score -1227144 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1227532.500000 Penalty: 4545.490723
	Iteration 5F: 3 clusters Score -1227532 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1227816.250000 Penalty: 4545.490723
	Iteration 6Q: 3 clusters Score -1227816 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1227996.125000 Penalty: 4545.490723
	Iteration 7Q: 3 clusters Score -1227996 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1228138.875000 Penalty: 4545.490723
	Iteration 8Q: 3 clusters Score -1228139 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1228253.125000 Penalty: 4545.490723
	Iteration 9Q: 3 clusters Score -1228253 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1228362.375000 Penalty: 4545.490723
	Iteration 10Q: 3 clusters Score -1228362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1228448.875000 Penalty: 4545.490723
	Iteration 11Q: 3 clusters Score -1228449 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1228498.125000 Penalty: 4545.490723
	Iteration 12Q: 3 clusters Score -1228498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1228544.625000 Penalty: 4545.490723
	Iteration 13Q: 3 clusters Score -1228545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1228580.125000 Penalty: 4545.490723
	Iteration 14Q: 3 clusters Score -1228580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1228600.875000 Penalty: 4545.490723
	Iteration 15Q: 3 clusters Score -1228601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1228621.375000 Penalty: 4545.490723
	Iteration 16Q: 3 clusters Score -1228621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1228638.750000 Penalty: 4545.490723
	Iteration 17Q: 3 clusters Score -1228639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1228649.750000 Penalty: 4545.490723
	Iteration 18Q: 3 clusters Score -1228650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1228653.750000 Penalty: 4545.490723
	Iteration 19Q: 3 clusters Score -1228654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1228662.000000 Penalty: 4545.490723
	Iteration 20F: 3 clusters Score -1228662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1228665.375000 Penalty: 4545.490723
	Iteration 21Q: 3 clusters Score -1228665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1228666.375000 Penalty: 4545.490723
	Iteration 22Q: 3 clusters Score -1228666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1228670.500000 Penalty: 4545.490723
	Iteration 23Q: 3 clusters Score -1228670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1228675.250000 Penalty: 4545.490723
	Iteration 24Q: 3 clusters Score -1228675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1228674.500000 Penalty: 4545.490723
	Iteration 25Q: 3 clusters Score -1228674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1228679.250000 Penalty: 4545.490723
	Iteration 26Q: 3 clusters Score -1228679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1228678.500000 Penalty: 4545.490723
	Iteration 27Q: 3 clusters Score -1228678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1228678.750000 Penalty: 4545.490723
	Iteration 28Q: 3 clusters Score -1228679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1228680.500000 Penalty: 4545.490723
	Iteration 29Q: 3 clusters Score -1228680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1228684.000000 Penalty: 4545.490723
	Iteration 30Q: 3 clusters Score -1228684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1228682.625000 Penalty: 4545.490723
	Iteration 31Q: 3 clusters Score -1228683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1228682.625000 Penalty: 4545.490723
	Iteration 32F: 3 clusters Score -1228683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Entering Unmasked Estep 
Score: -3071731.750000 Penalty: 2506.525635
	Iteration 0F: 2 clusters Score -3071732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3054742.250000 Penalty: 5013.051270
	Iteration 0F: 3 clusters Score -3054742 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3060787.500000 Penalty: 5013.051270
	Iteration 1F: 3 clusters Score -3060788 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3061262.750000 Penalty: 5013.051270
	Iteration 2F: 3 clusters Score -3061263 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3061669.000000 Penalty: 5013.051270
	Iteration 3Q: 3 clusters Score -3061669 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3062080.000000 Penalty: 5013.051270
	Iteration 4Q: 3 clusters Score -3062080 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3062509.750000 Penalty: 5013.051270
	Iteration 5Q: 3 clusters Score -3062510 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3062970.750000 Penalty: 5013.051270
	Iteration 6Q: 3 clusters Score -3062971 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3063417.250000 Penalty: 5013.051270
	Iteration 7Q: 3 clusters Score -3063417 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3063945.750000 Penalty: 5013.051270
	Iteration 8Q: 3 clusters Score -3063946 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3064699.500000 Penalty: 5013.051270
	Iteration 9F: 3 clusters Score -3064700 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3065749.750000 Penalty: 5013.051270
	Iteration 10F: 3 clusters Score -3065750 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3067017.250000 Penalty: 5013.051270
	Iteration 11F: 3 clusters Score -3067017 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3068189.750000 Penalty: 5013.051270
	Iteration 12F: 3 clusters Score -3068190 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3069085.250000 Penalty: 5013.051270
	Iteration 13F: 3 clusters Score -3069085 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3069758.750000 Penalty: 5013.051270
	Iteration 14Q: 3 clusters Score -3069759 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3070263.750000 Penalty: 5013.051270
	Iteration 15Q: 3 clusters Score -3070264 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3070667.500000 Penalty: 5013.051270
	Iteration 16Q: 3 clusters Score -3070668 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3071009.750000 Penalty: 5013.051270
	Iteration 17Q: 3 clusters Score -3071010 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3071295.750000 Penalty: 5013.051270
	Iteration 18Q: 3 clusters Score -3071296 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3071537.750000 Penalty: 5013.051270
	Iteration 19Q: 3 clusters Score -3071538 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3071661.750000 Penalty: 5013.051270
	Iteration 20F: 3 clusters Score -3071662 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3071719.750000 Penalty: 5013.051270
	Iteration 21Q: 3 clusters Score -3071720 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3071757.750000 Penalty: 5013.051270
	Iteration 22Q: 3 clusters Score -3071758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3071779.500000 Penalty: 5013.051270
	Iteration 23Q: 3 clusters Score -3071780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3071805.250000 Penalty: 5013.051270
	Iteration 24Q: 3 clusters Score -3071805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3071813.250000 Penalty: 5013.051270
	Iteration 25Q: 3 clusters Score -3071813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3071830.000000 Penalty: 5013.051270
	Iteration 26Q: 3 clusters Score -3071830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3071835.750000 Penalty: 5013.051270
	Iteration 27Q: 3 clusters Score -3071836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3071841.250000 Penalty: 5013.051270
	Iteration 28Q: 3 clusters Score -3071841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3071842.500000 Penalty: 5013.051270
	Iteration 29Q: 3 clusters Score -3071842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3071842.250000 Penalty: 5013.051270
	Iteration 30Q: 3 clusters Score -3071842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3071848.000000 Penalty: 5013.051270
	Iteration 31Q: 3 clusters Score -3071848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3071856.000000 Penalty: 5013.051270
	Iteration 32Q: 3 clusters Score -3071856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3071860.500000 Penalty: 5013.051270
	Iteration 33Q: 3 clusters Score -3071860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3071863.500000 Penalty: 5013.051270
	Iteration 34Q: 3 clusters Score -3071864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3071870.750000 Penalty: 5013.051270
	Iteration 35Q: 3 clusters Score -3071871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3071868.750000 Penalty: 5013.051270
	Iteration 36Q: 3 clusters Score -3071869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3071877.250000 Penalty: 5013.051270
	Iteration 37Q: 3 clusters Score -3071877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3071878.000000 Penalty: 5013.051270
	Iteration 38Q: 3 clusters Score -3071878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3071876.000000 Penalty: 5013.051270
	Iteration 39Q: 3 clusters Score -3071876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3071878.250000 Penalty: 5013.051270
	Iteration 40F: 3 clusters Score -3071878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3071875.000000 Penalty: 5013.051270
	Iteration 41Q: 3 clusters Score -3071875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3071873.750000 Penalty: 5013.051270
	Iteration 42Q: 3 clusters Score -3071874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3071877.250000 Penalty: 5013.051270
	Iteration 43Q: 3 clusters Score -3071877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3071879.250000 Penalty: 5013.051270
	Iteration 44Q: 3 clusters Score -3071879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3071881.000000 Penalty: 5013.051270
	Iteration 45Q: 3 clusters Score -3071881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3071880.000000 Penalty: 5013.051270
	Iteration 46Q: 3 clusters Score -3071880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3071884.000000 Penalty: 5013.051270
	Iteration 47Q: 3 clusters Score -3071884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3071886.500000 Penalty: 5013.051270
	Iteration 48Q: 3 clusters Score -3071886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3071893.000000 Penalty: 5013.051270
	Iteration 49Q: 3 clusters Score -3071893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3071890.500000 Penalty: 5013.051270
	Iteration 50Q: 3 clusters Score -3071890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3071889.750000 Penalty: 5013.051270
	Iteration 51Q: 3 clusters Score -3071890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3071889.750000 Penalty: 5013.051270
	Iteration 52Q: 3 clusters Score -3071890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3071890.250000 Penalty: 5013.051270
	Iteration 53Q: 3 clusters Score -3071890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3071890.250000 Penalty: 5013.051270
	Iteration 54F: 3 clusters Score -3071890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 16670 members 
Mstep: Class 4 contains 156101 members 
Mstep: Class 5 contains 56267 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 11 contains 18350 members 
Mstep: Class 12 contains 38474 members 
Mstep: Class 13 contains 28388 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30751 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9550 members 
Mstep: Class 20 contains 22867 members 
Mstep: Class 21 contains 9576 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76168 members 
Mstep: Class 24 contains 1663 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3865 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101848 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3903 members 
Mstep: Class 32 contains 1646 members 
Entering Unmasked Estep 
Score: -77996984.000000 Penalty: 105949.625000
Splitting cluster 20 changes total score from -77997592.000000 to -77996984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -1188795.375000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -1188795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1181495.625000 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -1181496 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1183643.500000 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -1183644 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1183958.750000 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -1183959 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1184204.250000 Penalty: 4546.839355
	Iteration 3F: 3 clusters Score -1184204 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1184408.750000 Penalty: 4546.839355
	Iteration 4Q: 3 clusters Score -1184409 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1184578.750000 Penalty: 4546.839355
	Iteration 5Q: 3 clusters Score -1184579 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1184760.625000 Penalty: 4546.839355
	Iteration 6Q: 3 clusters Score -1184761 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1184959.375000 Penalty: 4546.839355
	Iteration 7Q: 3 clusters Score -1184959 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1185162.375000 Penalty: 4546.839355
	Iteration 8Q: 3 clusters Score -1185162 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1185393.125000 Penalty: 4546.839355
	Iteration 9Q: 3 clusters Score -1185393 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1185654.375000 Penalty: 4546.839355
	Iteration 10Q: 3 clusters Score -1185654 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1185964.375000 Penalty: 4546.839355
	Iteration 11Q: 3 clusters Score -1185964 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1186251.750000 Penalty: 4546.839355
	Iteration 12Q: 3 clusters Score -1186252 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1186513.375000 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -1186513 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1186748.625000 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -1186749 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1186935.375000 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -1186935 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1187050.625000 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -1187051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1187122.750000 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -1187123 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1187172.500000 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -1187172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1187203.250000 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -1187203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1187221.875000 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -1187222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1187238.625000 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -1187239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1187248.875000 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -1187249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1187257.750000 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -1187258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1187261.750000 Penalty: 4546.839355
	Iteration 24Q: 3 clusters Score -1187262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1187268.375000 Penalty: 4546.839355
	Iteration 25Q: 3 clusters Score -1187268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1187276.750000 Penalty: 4546.839355
	Iteration 26Q: 3 clusters Score -1187277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1187279.125000 Penalty: 4546.839355
	Iteration 27Q: 3 clusters Score -1187279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1187282.125000 Penalty: 4546.839355
	Iteration 28Q: 3 clusters Score -1187282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1187282.625000 Penalty: 4546.839355
	Iteration 29Q: 3 clusters Score -1187283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1187285.500000 Penalty: 4546.839355
	Iteration 30Q: 3 clusters Score -1187286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1187286.375000 Penalty: 4546.839355
	Iteration 31Q: 3 clusters Score -1187286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1187289.000000 Penalty: 4546.839355
	Iteration 32Q: 3 clusters Score -1187289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1187288.375000 Penalty: 4546.839355
	Iteration 33Q: 3 clusters Score -1187288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1187288.500000 Penalty: 4546.839355
	Iteration 34Q: 3 clusters Score -1187288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1187289.250000 Penalty: 4546.839355
	Iteration 35Q: 3 clusters Score -1187289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1187290.375000 Penalty: 4546.839355
	Iteration 36Q: 3 clusters Score -1187290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1187291.750000 Penalty: 4546.839355
	Iteration 37Q: 3 clusters Score -1187292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1187292.500000 Penalty: 4546.839355
	Iteration 38Q: 3 clusters Score -1187292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1187294.125000 Penalty: 4546.839355
	Iteration 39Q: 3 clusters Score -1187294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1187294.875000 Penalty: 4546.839355
	Iteration 40F: 3 clusters Score -1187295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1187294.875000 Penalty: 4546.839355
	Iteration 41Q: 3 clusters Score -1187295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1187297.625000 Penalty: 4546.839355
	Iteration 42Q: 3 clusters Score -1187298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1187297.250000 Penalty: 4546.839355
	Iteration 43Q: 3 clusters Score -1187297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1187299.250000 Penalty: 4546.839355
	Iteration 44Q: 3 clusters Score -1187299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1187300.500000 Penalty: 4546.839355
	Iteration 45Q: 3 clusters Score -1187300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1187302.250000 Penalty: 4546.839355
	Iteration 46Q: 3 clusters Score -1187302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1187300.750000 Penalty: 4546.839355
	Iteration 47Q: 3 clusters Score -1187301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1187300.750000 Penalty: 4546.839355
	Iteration 48F: 3 clusters Score -1187301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -650921.062500 Penalty: 2116.346924
	Iteration 0F: 2 clusters Score -650921.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -646412.562500 Penalty: 4232.693848
	Iteration 0F: 3 clusters Score -646412.6 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -647628.875000 Penalty: 4232.693848
	Iteration 1F: 3 clusters Score -647628.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -648028.562500 Penalty: 4232.693848
	Iteration 2F: 3 clusters Score -648028.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -648433.750000 Penalty: 4232.693848
	Iteration 3F: 3 clusters Score -648433.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -648813.687500 Penalty: 4232.693848
	Iteration 4F: 3 clusters Score -648813.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -649065.375000 Penalty: 4232.693848
	Iteration 5F: 3 clusters Score -649065.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -649282.812500 Penalty: 4232.693848
	Iteration 6F: 3 clusters Score -649282.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -649454.375000 Penalty: 4232.693848
	Iteration 7Q: 3 clusters Score -649454.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -649589.250000 Penalty: 4232.693848
	Iteration 8Q: 3 clusters Score -649589.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -649679.937500 Penalty: 4232.693848
	Iteration 9Q: 3 clusters Score -649679.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -649744.625000 Penalty: 4232.693848
	Iteration 10Q: 3 clusters Score -649744.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -649781.250000 Penalty: 4232.693848
	Iteration 11Q: 3 clusters Score -649781.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -649807.562500 Penalty: 4232.693848
	Iteration 12Q: 3 clusters Score -649807.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -649822.125000 Penalty: 4232.693848
	Iteration 13Q: 3 clusters Score -649822.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -649833.500000 Penalty: 4232.693848
	Iteration 14Q: 3 clusters Score -649833.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -649838.437500 Penalty: 4232.693848
	Iteration 15Q: 3 clusters Score -649838.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -649841.875000 Penalty: 4232.693848
	Iteration 16Q: 3 clusters Score -649841.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -649844.625000 Penalty: 4232.693848
	Iteration 17Q: 3 clusters Score -649844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -649847.187500 Penalty: 4232.693848
	Iteration 18Q: 3 clusters Score -649847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -649848.375000 Penalty: 4232.693848
	Iteration 19Q: 3 clusters Score -649848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -649853.125000 Penalty: 4232.693848
	Iteration 20F: 3 clusters Score -649853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -649856.875000 Penalty: 4232.693848
	Iteration 21Q: 3 clusters Score -649856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -649861.250000 Penalty: 4232.693848
	Iteration 22Q: 3 clusters Score -649861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -649863.750000 Penalty: 4232.693848
	Iteration 23Q: 3 clusters Score -649863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -649865.437500 Penalty: 4232.693848
	Iteration 24Q: 3 clusters Score -649865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -649866.375000 Penalty: 4232.693848
	Iteration 25Q: 3 clusters Score -649866.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -649869.187500 Penalty: 4232.693848
	Iteration 26Q: 3 clusters Score -649869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -649869.000000 Penalty: 4232.693848
	Iteration 27Q: 3 clusters Score -649869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -649869.000000 Penalty: 4232.693848
	Iteration 28F: 3 clusters Score -649869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Entering Unmasked Estep 
Score: -9769919.000000 Penalty: 2787.692871
	Iteration 0F: 2 clusters Score -9769919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -9719152.000000 Penalty: 5575.385742
	Iteration 0F: 3 clusters Score -9719152 nChanged 35729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -9739235.000000 Penalty: 5575.385742
	Iteration 1F: 3 clusters Score -9739235 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -9740032.000000 Penalty: 5575.385742
	Iteration 2Q: 3 clusters Score -9740032 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -9740982.000000 Penalty: 5575.385742
	Iteration 3Q: 3 clusters Score -9740982 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -9742167.000000 Penalty: 5575.385742
	Iteration 4Q: 3 clusters Score -9742167 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -9743745.000000 Penalty: 5575.385742
	Iteration 5Q: 3 clusters Score -9743745 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -9746014.000000 Penalty: 5575.385742
	Iteration 6F: 3 clusters Score -9746014 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -9748558.000000 Penalty: 5575.385742
	Iteration 7F: 3 clusters Score -9748558 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -9750939.000000 Penalty: 5575.385742
	Iteration 8F: 3 clusters Score -9750939 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -9752756.000000 Penalty: 5575.385742
	Iteration 9F: 3 clusters Score -9752756 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -9754082.000000 Penalty: 5575.385742
	Iteration 10Q: 3 clusters Score -9754082 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -9754858.000000 Penalty: 5575.385742
	Iteration 11Q: 3 clusters Score -9754858 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -9755406.000000 Penalty: 5575.385742
	Iteration 12Q: 3 clusters Score -9755406 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -9755810.000000 Penalty: 5575.385742
	Iteration 13Q: 3 clusters Score -9755810 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -9756137.000000 Penalty: 5575.385742
	Iteration 14Q: 3 clusters Score -9756137 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -9756433.000000 Penalty: 5575.385742
	Iteration 15Q: 3 clusters Score -9756433 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -9756835.000000 Penalty: 5575.385742
	Iteration 16Q: 3 clusters Score -9756835 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -9757197.000000 Penalty: 5575.385742
	Iteration 17Q: 3 clusters Score -9757197 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -9757618.000000 Penalty: 5575.385742
	Iteration 18Q: 3 clusters Score -9757618 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -9758154.000000 Penalty: 5575.385742
	Iteration 19Q: 3 clusters Score -9758154 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -9758936.000000 Penalty: 5575.385742
	Iteration 20F: 3 clusters Score -9758936 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -9759699.000000 Penalty: 5575.385742
	Iteration 21Q: 3 clusters Score -9759699 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -9760783.000000 Penalty: 5575.385742
	Iteration 22Q: 3 clusters Score -9760783 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -9761903.000000 Penalty: 5575.385742
	Iteration 23Q: 3 clusters Score -9761903 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -9763058.000000 Penalty: 5575.385742
	Iteration 24Q: 3 clusters Score -9763058 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -9764255.000000 Penalty: 5575.385742
	Iteration 25Q: 3 clusters Score -9764255 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -9765241.000000 Penalty: 5575.385742
	Iteration 26Q: 3 clusters Score -9765241 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -9766004.000000 Penalty: 5575.385742
	Iteration 27Q: 3 clusters Score -9766004 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9766457.000000 Penalty: 5575.385742
	Iteration 28Q: 3 clusters Score -9766457 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9766837.000000 Penalty: 5575.385742
	Iteration 29Q: 3 clusters Score -9766837 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9767072.000000 Penalty: 5575.385742
	Iteration 30Q: 3 clusters Score -9767072 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9767224.000000 Penalty: 5575.385742
	Iteration 31Q: 3 clusters Score -9767224 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75451 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9767261.000000 Penalty: 5575.385742
	Iteration 32Q: 3 clusters Score -9767261 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9767321.000000 Penalty: 5575.385742
	Iteration 33Q: 3 clusters Score -9767321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9767371.000000 Penalty: 5575.385742
	Iteration 34Q: 3 clusters Score -9767371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9767402.000000 Penalty: 5575.385742
	Iteration 35Q: 3 clusters Score -9767402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9767431.000000 Penalty: 5575.385742
	Iteration 36Q: 3 clusters Score -9767431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9767443.000000 Penalty: 5575.385742
	Iteration 37Q: 3 clusters Score -9767443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9767444.000000 Penalty: 5575.385742
	Iteration 38Q: 3 clusters Score -9767444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9767454.000000 Penalty: 5575.385742
	Iteration 39Q: 3 clusters Score -9767454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9767457.000000 Penalty: 5575.385742
	Iteration 40F: 3 clusters Score -9767457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9767465.000000 Penalty: 5575.385742
	Iteration 41Q: 3 clusters Score -9767465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9767477.000000 Penalty: 5575.385742
	Iteration 42Q: 3 clusters Score -9767477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9767473.000000 Penalty: 5575.385742
	Iteration 43Q: 3 clusters Score -9767473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9767474.000000 Penalty: 5575.385742
	Iteration 44Q: 3 clusters Score -9767474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9767480.000000 Penalty: 5575.385742
	Iteration 45Q: 3 clusters Score -9767480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9767490.000000 Penalty: 5575.385742
	Iteration 46Q: 3 clusters Score -9767490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9767488.000000 Penalty: 5575.385742
	Iteration 47Q: 3 clusters Score -9767488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9767505.000000 Penalty: 5575.385742
	Iteration 48Q: 3 clusters Score -9767505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9767503.000000 Penalty: 5575.385742
	Iteration 49Q: 3 clusters Score -9767503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9767502.000000 Penalty: 5575.385742
	Iteration 50Q: 3 clusters Score -9767502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9767511.000000 Penalty: 5575.385742
	Iteration 51Q: 3 clusters Score -9767511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9767511.000000 Penalty: 5575.385742
	Iteration 52F: 3 clusters Score -9767511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -203230.062500 Penalty: 1839.261841
	Iteration 0F: 2 clusters Score -203230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -200824.500000 Penalty: 3678.523682
	Iteration 0F: 3 clusters Score -200824.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -201190.328125 Penalty: 3678.523682
	Iteration 1F: 3 clusters Score -201190.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -201307.875000 Penalty: 3678.523682
	Iteration 2F: 3 clusters Score -201307.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -201395.515625 Penalty: 3678.523682
	Iteration 3Q: 3 clusters Score -201395.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -201450.531250 Penalty: 3678.523682
	Iteration 4Q: 3 clusters Score -201450.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -201492.859375 Penalty: 3678.523682
	Iteration 5Q: 3 clusters Score -201492.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -201534.328125 Penalty: 3678.523682
	Iteration 6Q: 3 clusters Score -201534.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -201576.609375 Penalty: 3678.523682
	Iteration 7Q: 3 clusters Score -201576.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -201611.218750 Penalty: 3678.523682
	Iteration 8Q: 3 clusters Score -201611.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -201646.296875 Penalty: 3678.523682
	Iteration 9Q: 3 clusters Score -201646.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -201696.406250 Penalty: 3678.523682
	Iteration 10Q: 3 clusters Score -201696.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -201742.359375 Penalty: 3678.523682
	Iteration 11Q: 3 clusters Score -201742.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -201801.625000 Penalty: 3678.523682
	Iteration 12Q: 3 clusters Score -201801.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -201853.750000 Penalty: 3678.523682
	Iteration 13Q: 3 clusters Score -201853.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -201905.937500 Penalty: 3678.523682
	Iteration 14Q: 3 clusters Score -201905.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -201957.843750 Penalty: 3678.523682
	Iteration 15Q: 3 clusters Score -201957.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -201990.484375 Penalty: 3678.523682
	Iteration 16Q: 3 clusters Score -201990.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -202018.437500 Penalty: 3678.523682
	Iteration 17Q: 3 clusters Score -202018.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -202045.640625 Penalty: 3678.523682
	Iteration 18Q: 3 clusters Score -202045.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -202066.140625 Penalty: 3678.523682
	Iteration 19Q: 3 clusters Score -202066.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -202079.296875 Penalty: 3678.523682
	Iteration 20F: 3 clusters Score -202079.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -202086.531250 Penalty: 3678.523682
	Iteration 21Q: 3 clusters Score -202086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -202095.609375 Penalty: 3678.523682
	Iteration 22Q: 3 clusters Score -202095.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -202102.078125 Penalty: 3678.523682
	Iteration 23Q: 3 clusters Score -202102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -202105.296875 Penalty: 3678.523682
	Iteration 24Q: 3 clusters Score -202105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -202107.625000 Penalty: 3678.523682
	Iteration 25Q: 3 clusters Score -202107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -202110.234375 Penalty: 3678.523682
	Iteration 26Q: 3 clusters Score -202110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -202118.546875 Penalty: 3678.523682
	Iteration 27Q: 3 clusters Score -202118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -202121.046875 Penalty: 3678.523682
	Iteration 28Q: 3 clusters Score -202121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -202125.031250 Penalty: 3678.523682
	Iteration 29Q: 3 clusters Score -202125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -202125.781250 Penalty: 3678.523682
	Iteration 30Q: 3 clusters Score -202125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -202126.578125 Penalty: 3678.523682
	Iteration 31Q: 3 clusters Score -202126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -202127.812500 Penalty: 3678.523682
	Iteration 32Q: 3 clusters Score -202127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -202127.812500 Penalty: 3678.523682
	Iteration 33F: 3 clusters Score -202127.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -288232.843750 Penalty: 1940.858887
	Iteration 0F: 2 clusters Score -288232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -285484.000000 Penalty: 3881.717773
	Iteration 0F: 3 clusters Score -285484 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -286302.625000 Penalty: 3881.717773
	Iteration 1F: 3 clusters Score -286302.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -286596.875000 Penalty: 3881.717773
	Iteration 2F: 3 clusters Score -286596.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -286811.406250 Penalty: 3881.717773
	Iteration 3F: 3 clusters Score -286811.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -287027.906250 Penalty: 3881.717773
	Iteration 4F: 3 clusters Score -287027.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -287140.562500 Penalty: 3881.717773
	Iteration 5Q: 3 clusters Score -287140.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -287217.156250 Penalty: 3881.717773
	Iteration 6Q: 3 clusters Score -287217.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -287254.781250 Penalty: 3881.717773
	Iteration 7Q: 3 clusters Score -287254.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -287279.625000 Penalty: 3881.717773
	Iteration 8Q: 3 clusters Score -287279.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -287308.937500 Penalty: 3881.717773
	Iteration 9Q: 3 clusters Score -287308.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -287350.562500 Penalty: 3881.717773
	Iteration 10Q: 3 clusters Score -287350.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -287382.437500 Penalty: 3881.717773
	Iteration 11Q: 3 clusters Score -287382.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -287421.093750 Penalty: 3881.717773
	Iteration 12Q: 3 clusters Score -287421.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -287437.718750 Penalty: 3881.717773
	Iteration 13Q: 3 clusters Score -287437.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -287445.437500 Penalty: 3881.717773
	Iteration 14Q: 3 clusters Score -287445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -287449.375000 Penalty: 3881.717773
	Iteration 15Q: 3 clusters Score -287449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -287452.812500 Penalty: 3881.717773
	Iteration 16Q: 3 clusters Score -287452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -287457.531250 Penalty: 3881.717773
	Iteration 17Q: 3 clusters Score -287457.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -287465.218750 Penalty: 3881.717773
	Iteration 18Q: 3 clusters Score -287465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -287472.656250 Penalty: 3881.717773
	Iteration 19Q: 3 clusters Score -287472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -287479.062500 Penalty: 3881.717773
	Iteration 20F: 3 clusters Score -287479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -287484.156250 Penalty: 3881.717773
	Iteration 21Q: 3 clusters Score -287484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -287486.187500 Penalty: 3881.717773
	Iteration 22Q: 3 clusters Score -287486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -287488.593750 Penalty: 3881.717773
	Iteration 23Q: 3 clusters Score -287488.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -287494.468750 Penalty: 3881.717773
	Iteration 24Q: 3 clusters Score -287494.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -287504.062500 Penalty: 3881.717773
	Iteration 25Q: 3 clusters Score -287504.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -287511.062500 Penalty: 3881.717773
	Iteration 26Q: 3 clusters Score -287511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -287517.906250 Penalty: 3881.717773
	Iteration 27Q: 3 clusters Score -287517.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -287523.250000 Penalty: 3881.717773
	Iteration 28Q: 3 clusters Score -287523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -287528.156250 Penalty: 3881.717773
	Iteration 29Q: 3 clusters Score -287528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -287532.750000 Penalty: 3881.717773
	Iteration 30Q: 3 clusters Score -287532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -287533.156250 Penalty: 3881.717773
	Iteration 31Q: 3 clusters Score -287533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -287533.406250 Penalty: 3881.717773
	Iteration 32Q: 3 clusters Score -287533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -287534.312500 Penalty: 3881.717773
	Iteration 33Q: 3 clusters Score -287534.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -287535.437500 Penalty: 3881.717773
	Iteration 34Q: 3 clusters Score -287535.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -287535.437500 Penalty: 3881.717773
	Iteration 35F: 3 clusters Score -287535.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -495524.218750 Penalty: 2048.409912
	Iteration 0F: 2 clusters Score -495524.2 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 1912 members 
Entering Unmasked Estep 
Score: -491751.937500 Penalty: 4096.819824
	Iteration 0F: 3 clusters Score -491751.9 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -492564.312500 Penalty: 4096.819824
	Iteration 1F: 3 clusters Score -492564.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -492743.218750 Penalty: 4096.819824
	Iteration 2F: 3 clusters Score -492743.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -492857.281250 Penalty: 4096.819824
	Iteration 3Q: 3 clusters Score -492857.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -492936.156250 Penalty: 4096.819824
	Iteration 4Q: 3 clusters Score -492936.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -492982.468750 Penalty: 4096.819824
	Iteration 5Q: 3 clusters Score -492982.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -493019.218750 Penalty: 4096.819824
	Iteration 6Q: 3 clusters Score -493019.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -493052.593750 Penalty: 4096.819824
	Iteration 7Q: 3 clusters Score -493052.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -493085.031250 Penalty: 4096.819824
	Iteration 8Q: 3 clusters Score -493085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -493115.812500 Penalty: 4096.819824
	Iteration 9Q: 3 clusters Score -493115.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -493142.031250 Penalty: 4096.819824
	Iteration 10Q: 3 clusters Score -493142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -493164.250000 Penalty: 4096.819824
	Iteration 11Q: 3 clusters Score -493164.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -493180.906250 Penalty: 4096.819824
	Iteration 12Q: 3 clusters Score -493180.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -493189.906250 Penalty: 4096.819824
	Iteration 13Q: 3 clusters Score -493189.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -493200.531250 Penalty: 4096.819824
	Iteration 14Q: 3 clusters Score -493200.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -493208.093750 Penalty: 4096.819824
	Iteration 15Q: 3 clusters Score -493208.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -493215.500000 Penalty: 4096.819824
	Iteration 16Q: 3 clusters Score -493215.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -493221.312500 Penalty: 4096.819824
	Iteration 17Q: 3 clusters Score -493221.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -493227.781250 Penalty: 4096.819824
	Iteration 18Q: 3 clusters Score -493227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -493231.343750 Penalty: 4096.819824
	Iteration 19Q: 3 clusters Score -493231.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -493236.250000 Penalty: 4096.819824
	Iteration 20F: 3 clusters Score -493236.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -493243.093750 Penalty: 4096.819824
	Iteration 21Q: 3 clusters Score -493243.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -493246.718750 Penalty: 4096.819824
	Iteration 22Q: 3 clusters Score -493246.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -493250.750000 Penalty: 4096.819824
	Iteration 23Q: 3 clusters Score -493250.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -493255.343750 Penalty: 4096.819824
	Iteration 24Q: 3 clusters Score -493255.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -493257.781250 Penalty: 4096.819824
	Iteration 25Q: 3 clusters Score -493257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -493264.531250 Penalty: 4096.819824
	Iteration 26Q: 3 clusters Score -493264.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -493270.062500 Penalty: 4096.819824
	Iteration 27Q: 3 clusters Score -493270.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -493276.062500 Penalty: 4096.819824
	Iteration 28Q: 3 clusters Score -493276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -493279.156250 Penalty: 4096.819824
	Iteration 29Q: 3 clusters Score -493279.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -493281.843750 Penalty: 4096.819824
	Iteration 30Q: 3 clusters Score -493281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -493284.000000 Penalty: 4096.819824
	Iteration 31Q: 3 clusters Score -493284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -493286.281250 Penalty: 4096.819824
	Iteration 32Q: 3 clusters Score -493286.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -493288.968750 Penalty: 4096.819824
	Iteration 33Q: 3 clusters Score -493289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -493290.000000 Penalty: 4096.819824
	Iteration 34Q: 3 clusters Score -493290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -493289.718750 Penalty: 4096.819824
	Iteration 35Q: 3 clusters Score -493289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -493291.312500 Penalty: 4096.819824
	Iteration 36Q: 3 clusters Score -493291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -493295.156250 Penalty: 4096.819824
	Iteration 37Q: 3 clusters Score -493295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -493297.437500 Penalty: 4096.819824
	Iteration 38Q: 3 clusters Score -493297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -493298.156250 Penalty: 4096.819824
	Iteration 39Q: 3 clusters Score -493298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -493298.625000 Penalty: 4096.819824
	Iteration 40F: 3 clusters Score -493298.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -493300.062500 Penalty: 4096.819824
	Iteration 41Q: 3 clusters Score -493300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -493300.625000 Penalty: 4096.819824
	Iteration 42Q: 3 clusters Score -493300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -493301.968750 Penalty: 4096.819824
	Iteration 43Q: 3 clusters Score -493302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -493302.250000 Penalty: 4096.819824
	Iteration 44Q: 3 clusters Score -493302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -493302.500000 Penalty: 4096.819824
	Iteration 45Q: 3 clusters Score -493302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -493303.093750 Penalty: 4096.819824
	Iteration 46Q: 3 clusters Score -493303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -493305.250000 Penalty: 4096.819824
	Iteration 47Q: 3 clusters Score -493305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -493306.687500 Penalty: 4096.819824
	Iteration 48Q: 3 clusters Score -493306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -493307.500000 Penalty: 4096.819824
	Iteration 49Q: 3 clusters Score -493307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -493309.187500 Penalty: 4096.819824
	Iteration 50Q: 3 clusters Score -493309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -493311.781250 Penalty: 4096.819824
	Iteration 51Q: 3 clusters Score -493311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -493312.500000 Penalty: 4096.819824
	Iteration 52Q: 3 clusters Score -493312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -493316.187500 Penalty: 4096.819824
	Iteration 53Q: 3 clusters Score -493316.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -493318.093750 Penalty: 4096.819824
	Iteration 54Q: 3 clusters Score -493318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -493319.562500 Penalty: 4096.819824
	Iteration 55Q: 3 clusters Score -493319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -493321.093750 Penalty: 4096.819824
	Iteration 56Q: 3 clusters Score -493321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -493322.031250 Penalty: 4096.819824
	Iteration 57Q: 3 clusters Score -493322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -493321.656250 Penalty: 4096.819824
	Iteration 58Q: 3 clusters Score -493321.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -493321.656250 Penalty: 4096.819824
	Iteration 59F: 3 clusters Score -493321.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -45926.089844 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -45926.09 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 207 members 
Entering Unmasked Estep 
Score: -44561.359375 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44561.36 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44823.714844 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44823.71 nChanged 26
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: -44939.175781 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -44939.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45052.460938 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -45052.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45130.234375 Penalty: 3007.637451
	Iteration 4F: 3 clusters Score -45130.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45160.792969 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -45160.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45198.531250 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -45198.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45239.636719 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -45239.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45285.789062 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -45285.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45318.550781 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -45318.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45358.171875 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -45358.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45364.312500 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -45364.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45364.312500 Penalty: 3007.637451
	Iteration 12F: 3 clusters Score -45364.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (101848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101848 members 
Entering Unmasked Estep 
Score: -12979788.000000 Penalty: 2859.746582
	Iteration 0F: 2 clusters Score -1.297979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -12911504.000000 Penalty: 5719.493164
	Iteration 0F: 3 clusters Score -1.29115e+07 nChanged 48430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -12939278.000000 Penalty: 5719.493164
	Iteration 1F: 3 clusters Score -1.293928e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -12940337.000000 Penalty: 5719.493164
	Iteration 2Q: 3 clusters Score -1.294034e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -12941914.000000 Penalty: 5719.493164
	Iteration 3Q: 3 clusters Score -1.294191e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -12944129.000000 Penalty: 5719.493164
	Iteration 4Q: 3 clusters Score -1.294413e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -12947358.000000 Penalty: 5719.493164
	Iteration 5F: 3 clusters Score -1.294736e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -12951504.000000 Penalty: 5719.493164
	Iteration 6F: 3 clusters Score -1.29515e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -12956298.000000 Penalty: 5719.493164
	Iteration 7F: 3 clusters Score -1.29563e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -12961015.000000 Penalty: 5719.493164
	Iteration 8F: 3 clusters Score -1.296102e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -12965382.000000 Penalty: 5719.493164
	Iteration 9F: 3 clusters Score -1.296538e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -12968899.000000 Penalty: 5719.493164
	Iteration 10Q: 3 clusters Score -1.29689e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -12971367.000000 Penalty: 5719.493164
	Iteration 11Q: 3 clusters Score -1.297137e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -12973097.000000 Penalty: 5719.493164
	Iteration 12Q: 3 clusters Score -1.29731e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -12974208.000000 Penalty: 5719.493164
	Iteration 13Q: 3 clusters Score -1.297421e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -12975038.000000 Penalty: 5719.493164
	Iteration 14Q: 3 clusters Score -1.297504e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97494 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -12975649.000000 Penalty: 5719.493164
	Iteration 15Q: 3 clusters Score -1.297565e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -12976054.000000 Penalty: 5719.493164
	Iteration 16Q: 3 clusters Score -1.297605e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -12976353.000000 Penalty: 5719.493164
	Iteration 17Q: 3 clusters Score -1.297635e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99171 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -12976579.000000 Penalty: 5719.493164
	Iteration 18Q: 3 clusters Score -1.297658e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -12976754.000000 Penalty: 5719.493164
	Iteration 19Q: 3 clusters Score -1.297675e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -12976880.000000 Penalty: 5719.493164
	Iteration 20F: 3 clusters Score -1.297688e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -12976973.000000 Penalty: 5719.493164
	Iteration 21Q: 3 clusters Score -1.297697e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100157 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12977058.000000 Penalty: 5719.493164
	Iteration 22Q: 3 clusters Score -1.297706e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -12977135.000000 Penalty: 5719.493164
	Iteration 23Q: 3 clusters Score -1.297714e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -12977186.000000 Penalty: 5719.493164
	Iteration 24Q: 3 clusters Score -1.297719e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100488 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -12977240.000000 Penalty: 5719.493164
	Iteration 25Q: 3 clusters Score -1.297724e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12977274.000000 Penalty: 5719.493164
	Iteration 26Q: 3 clusters Score -1.297727e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12977318.000000 Penalty: 5719.493164
	Iteration 27Q: 3 clusters Score -1.297732e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12977337.000000 Penalty: 5719.493164
	Iteration 28Q: 3 clusters Score -1.297734e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -12977377.000000 Penalty: 5719.493164
	Iteration 29Q: 3 clusters Score -1.297738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -12977393.000000 Penalty: 5719.493164
	Iteration 30Q: 3 clusters Score -1.297739e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12977398.000000 Penalty: 5719.493164
	Iteration 31Q: 3 clusters Score -1.29774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12977418.000000 Penalty: 5719.493164
	Iteration 32Q: 3 clusters Score -1.297742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100834 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12977434.000000 Penalty: 5719.493164
	Iteration 33Q: 3 clusters Score -1.297743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12977453.000000 Penalty: 5719.493164
	Iteration 34Q: 3 clusters Score -1.297745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12977452.000000 Penalty: 5719.493164
	Iteration 35Q: 3 clusters Score -1.297745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12977455.000000 Penalty: 5719.493164
	Iteration 36Q: 3 clusters Score -1.297746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12977481.000000 Penalty: 5719.493164
	Iteration 37Q: 3 clusters Score -1.297748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12977480.000000 Penalty: 5719.493164
	Iteration 38Q: 3 clusters Score -1.297748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100953 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12977485.000000 Penalty: 5719.493164
	Iteration 39Q: 3 clusters Score -1.297748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12977487.000000 Penalty: 5719.493164
	Iteration 40F: 3 clusters Score -1.297749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12977500.000000 Penalty: 5719.493164
	Iteration 41Q: 3 clusters Score -1.29775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12977505.000000 Penalty: 5719.493164
	Iteration 42Q: 3 clusters Score -1.29775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12977506.000000 Penalty: 5719.493164
	Iteration 43Q: 3 clusters Score -1.297751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12977524.000000 Penalty: 5719.493164
	Iteration 44Q: 3 clusters Score -1.297752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12977533.000000 Penalty: 5719.493164
	Iteration 45Q: 3 clusters Score -1.297753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101009 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12977540.000000 Penalty: 5719.493164
	Iteration 46Q: 3 clusters Score -1.297754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12977536.000000 Penalty: 5719.493164
	Iteration 47Q: 3 clusters Score -1.297754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12977544.000000 Penalty: 5719.493164
	Iteration 48Q: 3 clusters Score -1.297754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12977543.000000 Penalty: 5719.493164
	Iteration 49Q: 3 clusters Score -1.297754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12977543.000000 Penalty: 5719.493164
	Iteration 50Q: 3 clusters Score -1.297754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12977541.000000 Penalty: 5719.493164
	Iteration 51Q: 3 clusters Score -1.297754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101020 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12977541.000000 Penalty: 5719.493164
	Iteration 52Q: 3 clusters Score -1.297754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101020 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12977541.000000 Penalty: 5719.493164
	Iteration 53F: 3 clusters Score -1.297754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -28676.291016 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -28676.29 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 133 members 
Entering Unmasked Estep 
Score: -27461.830078 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -27461.83 nChanged 29
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: -27546.945312 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -27546.95 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: -27562.183594 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -27562.18 nChanged 4
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: -27577.281250 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -27577.28 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: -27583.955078 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -27583.96 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: -27583.955078 Penalty: 2765.670898
	Iteration 5F: 3 clusters Score -27583.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -55273.187500 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -55273.19 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 228 members 
Entering Unmasked Estep 
Score: -53788.054688 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -53788.05 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53959.929688 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -53959.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53994.753906 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -53994.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54018.675781 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -54018.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54023.347656 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -54023.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54030.613281 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -54030.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54037.394531 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -54037.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54043.695312 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -54043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54045.839844 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -54045.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54045.839844 Penalty: 3035.667480
	Iteration 9F: 3 clusters Score -54045.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -458549.468750 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -458549.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -454773.343750 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -454773.3 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -455815.687500 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -455815.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -456256.468750 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -456256.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -456713.093750 Penalty: 4101.672363
	Iteration 3F: 3 clusters Score -456713.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -457066.468750 Penalty: 4101.672363
	Iteration 4F: 3 clusters Score -457066.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -457302.812500 Penalty: 4101.672363
	Iteration 5F: 3 clusters Score -457302.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -457480.093750 Penalty: 4101.672363
	Iteration 6Q: 3 clusters Score -457480.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -457613.500000 Penalty: 4101.672363
	Iteration 7Q: 3 clusters Score -457613.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -457702.187500 Penalty: 4101.672363
	Iteration 8Q: 3 clusters Score -457702.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -457743.343750 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -457743.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -457767.562500 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -457767.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -457778.062500 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -457778.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -457786.375000 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -457786.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -457796.812500 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -457796.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -457804.781250 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -457804.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -457813.218750 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -457813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -457813.875000 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -457813.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -457821.781250 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -457821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -457823.562500 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -457823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -457826.750000 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -457826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -457829.562500 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -457829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -457830.750000 Penalty: 4101.672363
	Iteration 21Q: 3 clusters Score -457830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -457831.531250 Penalty: 4101.672363
	Iteration 22Q: 3 clusters Score -457831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -457834.000000 Penalty: 4101.672363
	Iteration 23Q: 3 clusters Score -457834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -457835.062500 Penalty: 4101.672363
	Iteration 24Q: 3 clusters Score -457835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -457835.843750 Penalty: 4101.672363
	Iteration 25Q: 3 clusters Score -457835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -457837.062500 Penalty: 4101.672363
	Iteration 26Q: 3 clusters Score -457837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -457837.062500 Penalty: 4101.672363
	Iteration 27Q: 3 clusters Score -457837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -457837.968750 Penalty: 4101.672363
	Iteration 28Q: 3 clusters Score -457838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -457837.968750 Penalty: 4101.672363
	Iteration 29F: 3 clusters Score -457838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 16670 members 
Mstep: Class 4 contains 156101 members 
Mstep: Class 5 contains 56267 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 11 contains 18350 members 
Mstep: Class 12 contains 38474 members 
Mstep: Class 13 contains 28388 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30751 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9550 members 
Mstep: Class 20 contains 24513 members 
Mstep: Class 21 contains 9576 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76168 members 
Mstep: Class 24 contains 1663 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3865 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101848 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997520.000000 Penalty: 102638.695312
Iteration 79Q: 32 clusters Score -7.799752e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 16684 members 
Mstep: Class 4 contains 156101 members 
Mstep: Class 5 contains 56275 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18351 members 
Mstep: Class 12 contains 38474 members 
Mstep: Class 13 contains 28386 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30752 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9550 members 
Mstep: Class 20 contains 24515 members 
Mstep: Class 21 contains 9574 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76154 members 
Mstep: Class 24 contains 1667 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101828 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997440.000000 Penalty: 102638.695312
Iteration 80F: 32 clusters Score -7.799744e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 16692 members 
Mstep: Class 4 contains 156102 members 
Mstep: Class 5 contains 56287 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18354 members 
Mstep: Class 12 contains 38474 members 
Mstep: Class 13 contains 28384 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 3866 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30753 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9548 members 
Mstep: Class 20 contains 24515 members 
Mstep: Class 21 contains 9572 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76140 members 
Mstep: Class 24 contains 1670 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101818 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997480.000000 Penalty: 102638.695312
Iteration 81Q: 32 clusters Score -7.799748e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 16703 members 
Mstep: Class 4 contains 156110 members 
Mstep: Class 5 contains 56298 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20392 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38474 members 
Mstep: Class 13 contains 28383 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 3866 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30752 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 24514 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76130 members 
Mstep: Class 24 contains 1672 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101804 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997424.000000 Penalty: 102638.695312
Iteration 82Q: 32 clusters Score -7.799742e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 16718 members 
Mstep: Class 4 contains 156121 members 
Mstep: Class 5 contains 56296 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20390 members 
Mstep: Class 11 contains 18345 members 
Mstep: Class 12 contains 38470 members 
Mstep: Class 13 contains 28387 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 3865 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30755 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24517 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76121 members 
Mstep: Class 24 contains 1673 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101790 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997424.000000 Penalty: 102638.695312
Iteration 83Q: 32 clusters Score -7.799742e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6181 members 
Mstep: Class 3 contains 16735 members 
Mstep: Class 4 contains 156117 members 
Mstep: Class 5 contains 56296 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20388 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38468 members 
Mstep: Class 13 contains 28387 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 3865 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30756 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24522 members 
Mstep: Class 21 contains 9567 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76116 members 
Mstep: Class 24 contains 1673 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101776 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997448.000000 Penalty: 102638.695312
Iteration 84Q: 32 clusters Score -7.799745e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 16746 members 
Mstep: Class 4 contains 156115 members 
Mstep: Class 5 contains 56300 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20387 members 
Mstep: Class 11 contains 18340 members 
Mstep: Class 12 contains 38467 members 
Mstep: Class 13 contains 28391 members 
Mstep: Class 14 contains 5964 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30758 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24525 members 
Mstep: Class 21 contains 9567 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76109 members 
Mstep: Class 24 contains 1678 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101762 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997480.000000 Penalty: 102638.695312
Iteration 85Q: 32 clusters Score -7.799748e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 16754 members 
Mstep: Class 4 contains 156119 members 
Mstep: Class 5 contains 56308 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20389 members 
Mstep: Class 11 contains 18338 members 
Mstep: Class 12 contains 38467 members 
Mstep: Class 13 contains 28392 members 
Mstep: Class 14 contains 5969 members 
Mstep: Class 15 contains 3864 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30758 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24526 members 
Mstep: Class 21 contains 9568 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76098 members 
Mstep: Class 24 contains 1681 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101747 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997552.000000 Penalty: 102638.695312
Iteration 86Q: 32 clusters Score -7.799755e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6182 members 
Mstep: Class 3 contains 16756 members 
Mstep: Class 4 contains 156123 members 
Mstep: Class 5 contains 56315 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20390 members 
Mstep: Class 11 contains 18339 members 
Mstep: Class 12 contains 38464 members 
Mstep: Class 13 contains 28395 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 3864 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30757 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24526 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76084 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101729 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997472.000000 Penalty: 102638.695312
Iteration 87Q: 32 clusters Score -7.799747e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6181 members 
Mstep: Class 3 contains 16760 members 
Mstep: Class 4 contains 156121 members 
Mstep: Class 5 contains 56328 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20391 members 
Mstep: Class 11 contains 18341 members 
Mstep: Class 12 contains 38463 members 
Mstep: Class 13 contains 28399 members 
Mstep: Class 14 contains 5980 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30757 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24527 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76065 members 
Mstep: Class 24 contains 1688 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101721 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997472.000000 Penalty: 102638.695312
Iteration 88Q: 32 clusters Score -7.799747e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 16762 members 
Mstep: Class 4 contains 156128 members 
Mstep: Class 5 contains 56333 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20391 members 
Mstep: Class 11 contains 18342 members 
Mstep: Class 12 contains 38462 members 
Mstep: Class 13 contains 28406 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 3865 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30760 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24530 members 
Mstep: Class 21 contains 9570 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76045 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101710 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997456.000000 Penalty: 102638.695312
Iteration 89Q: 32 clusters Score -7.799746e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6176 members 
Mstep: Class 3 contains 16765 members 
Mstep: Class 4 contains 156127 members 
Mstep: Class 5 contains 56338 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20390 members 
Mstep: Class 11 contains 18343 members 
Mstep: Class 12 contains 38461 members 
Mstep: Class 13 contains 28408 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 3869 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30763 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24535 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76032 members 
Mstep: Class 24 contains 1688 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101705 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997536.000000 Penalty: 102638.695312
Iteration 90Q: 32 clusters Score -7.799754e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6176 members 
Mstep: Class 3 contains 16773 members 
Mstep: Class 4 contains 156127 members 
Mstep: Class 5 contains 56341 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20391 members 
Mstep: Class 11 contains 18345 members 
Mstep: Class 12 contains 38459 members 
Mstep: Class 13 contains 28409 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30764 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24537 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76017 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101698 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997424.000000 Penalty: 102638.695312
Iteration 91Q: 32 clusters Score -7.799742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16779 members 
Mstep: Class 4 contains 156125 members 
Mstep: Class 5 contains 56342 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28408 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30763 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24538 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76013 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101691 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997456.000000 Penalty: 102638.695312
Iteration 92Q: 32 clusters Score -7.799746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16783 members 
Mstep: Class 4 contains 156128 members 
Mstep: Class 5 contains 56345 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18346 members 
Mstep: Class 12 contains 38457 members 
Mstep: Class 13 contains 28409 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76010 members 
Mstep: Class 24 contains 1688 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101682 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997456.000000 Penalty: 102638.695312
Iteration 93Q: 32 clusters Score -7.799746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16786 members 
Mstep: Class 4 contains 156127 members 
Mstep: Class 5 contains 56347 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18346 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28410 members 
Mstep: Class 14 contains 5988 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76006 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101678 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997448.000000 Penalty: 102638.695312
Iteration 94Q: 32 clusters Score -7.799745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16787 members 
Mstep: Class 4 contains 156127 members 
Mstep: Class 5 contains 56351 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18346 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28411 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76003 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101675 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997440.000000 Penalty: 102638.695312
Iteration 95Q: 32 clusters Score -7.799744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16789 members 
Mstep: Class 4 contains 156128 members 
Mstep: Class 5 contains 56354 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18348 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28411 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 76000 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101670 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997456.000000 Penalty: 102638.695312
Iteration 96Q: 32 clusters Score -7.799746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16790 members 
Mstep: Class 4 contains 156128 members 
Mstep: Class 5 contains 56358 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28411 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75997 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101669 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997464.000000 Penalty: 102638.695312
Iteration 97Q: 32 clusters Score -7.799746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16791 members 
Mstep: Class 4 contains 156128 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28411 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75996 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101667 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997472.000000 Penalty: 102638.695312
Iteration 98Q: 32 clusters Score -7.799747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16793 members 
Mstep: Class 4 contains 156127 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75995 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101666 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997440.000000 Penalty: 102638.695312
Iteration 99Q: 32 clusters Score -7.799744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16794 members 
Mstep: Class 4 contains 156128 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101665 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997432.000000 Penalty: 102638.695312
Iteration 100F: 32 clusters Score -7.799743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156128 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101664 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997416.000000 Penalty: 102638.695312
Iteration 101Q: 32 clusters Score -7.799742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156130 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101662 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997424.000000 Penalty: 102638.695312
Iteration 102Q: 32 clusters Score -7.799742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156130 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5988 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101661 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997416.000000 Penalty: 102638.695312
Iteration 103Q: 32 clusters Score -7.799742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156130 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24541 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101659 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997456.000000 Penalty: 102638.695312
Iteration 104Q: 32 clusters Score -7.799746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156130 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5990 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24541 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101658 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997456.000000 Penalty: 102638.695312
Iteration 105Q: 32 clusters Score -7.799746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156130 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24541 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101657 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997456.000000 Penalty: 102638.695312
Iteration 106Q: 32 clusters Score -7.799746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156131 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5990 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24541 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101657 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997488.000000 Penalty: 102638.695312
Iteration 107Q: 32 clusters Score -7.799749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156132 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24541 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101657 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997480.000000 Penalty: 102638.695312
Iteration 108Q: 32 clusters Score -7.799748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156132 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24541 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101657 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997480.000000 Penalty: 102638.695312
Iteration 109F: 32 clusters Score -7.799748e+07 nChanged 0
Entering ConstructFrom: 
Score: -77997480.000000 Penalty: 102638.695312
Entering ConstructFrom: 
Trying to split cluster 1 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -53897.714844 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -53897.71 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 250 members 
Entering Unmasked Estep 
Score: -52472.769531 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -52472.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52610.996094 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -52611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52682.996094 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -52683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52714.109375 Penalty: 3034.576172
	Iteration 3Q: 3 clusters Score -52714.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52727.156250 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -52727.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52735.425781 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -52735.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52740.500000 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -52740.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52746.320312 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -52746.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52750.871094 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -52750.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52759.582031 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -52759.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52785.468750 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -52785.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52802.929688 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -52802.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52809.453125 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -52809.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52817.957031 Penalty: 3034.576172
	Iteration 13Q: 3 clusters Score -52817.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52822.257812 Penalty: 3034.576172
	Iteration 14Q: 3 clusters Score -52822.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52822.257812 Penalty: 3034.576172
	Iteration 15F: 3 clusters Score -52822.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Entering Unmasked Estep 
Score: -737827.875000 Penalty: 2164.689941
	Iteration 0F: 2 clusters Score -737827.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -732610.125000 Penalty: 4329.379883
	Iteration 0F: 3 clusters Score -732610.1 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -733920.375000 Penalty: 4329.379883
	Iteration 1F: 3 clusters Score -733920.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -734202.062500 Penalty: 4329.379883
	Iteration 2F: 3 clusters Score -734202.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -734393.312500 Penalty: 4329.379883
	Iteration 3F: 3 clusters Score -734393.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -734531.375000 Penalty: 4329.379883
	Iteration 4Q: 3 clusters Score -734531.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -734666.250000 Penalty: 4329.379883
	Iteration 5Q: 3 clusters Score -734666.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -734795.750000 Penalty: 4329.379883
	Iteration 6Q: 3 clusters Score -734795.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -734915.562500 Penalty: 4329.379883
	Iteration 7Q: 3 clusters Score -734915.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -735057.875000 Penalty: 4329.379883
	Iteration 8Q: 3 clusters Score -735057.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -735213.375000 Penalty: 4329.379883
	Iteration 9Q: 3 clusters Score -735213.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -735395.875000 Penalty: 4329.379883
	Iteration 10Q: 3 clusters Score -735395.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -735672.562500 Penalty: 4329.379883
	Iteration 11Q: 3 clusters Score -735672.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -736136.625000 Penalty: 4329.379883
	Iteration 12F: 3 clusters Score -736136.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -736655.187500 Penalty: 4329.379883
	Iteration 13F: 3 clusters Score -736655.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -737027.000000 Penalty: 4329.379883
	Iteration 14Q: 3 clusters Score -737027 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -737340.625000 Penalty: 4329.379883
	Iteration 15Q: 3 clusters Score -737340.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -737569.312500 Penalty: 4329.379883
	Iteration 16Q: 3 clusters Score -737569.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -737782.000000 Penalty: 4329.379883
	Iteration 17Q: 3 clusters Score -737782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -737899.687500 Penalty: 4329.379883
	Iteration 18Q: 3 clusters Score -737899.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -737963.562500 Penalty: 4329.379883
	Iteration 19Q: 3 clusters Score -737963.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -737992.687500 Penalty: 4329.379883
	Iteration 20F: 3 clusters Score -737992.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -738005.187500 Penalty: 4329.379883
	Iteration 21Q: 3 clusters Score -738005.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -738012.937500 Penalty: 4329.379883
	Iteration 22Q: 3 clusters Score -738012.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -738014.437500 Penalty: 4329.379883
	Iteration 23Q: 3 clusters Score -738014.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -738014.625000 Penalty: 4329.379883
	Iteration 24Q: 3 clusters Score -738014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -738018.687500 Penalty: 4329.379883
	Iteration 25Q: 3 clusters Score -738018.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -738017.250000 Penalty: 4329.379883
	Iteration 26Q: 3 clusters Score -738017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -738017.250000 Penalty: 4329.379883
	Iteration 27F: 3 clusters Score -738017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156132 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24541 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101657 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Mstep: Class 32 contains 2193 members 
Entering Unmasked Estep 
Score: -77996440.000000 Penalty: 105949.625000
Splitting cluster 2 changes total score from -77997480.000000 to -77996440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (16795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Entering Unmasked Estep 
Score: -1994261.375000 Penalty: 2412.751465
	Iteration 0F: 2 clusters Score -1994261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1982298.875000 Penalty: 4825.502930
	Iteration 0F: 3 clusters Score -1982299 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1986231.500000 Penalty: 4825.502930
	Iteration 1F: 3 clusters Score -1986232 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1986736.000000 Penalty: 4825.502930
	Iteration 2F: 3 clusters Score -1986736 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1987175.375000 Penalty: 4825.502930
	Iteration 3F: 3 clusters Score -1987175 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1987610.250000 Penalty: 4825.502930
	Iteration 4F: 3 clusters Score -1987610 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1988001.750000 Penalty: 4825.502930
	Iteration 5Q: 3 clusters Score -1988002 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1988326.375000 Penalty: 4825.502930
	Iteration 6Q: 3 clusters Score -1988326 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1988617.375000 Penalty: 4825.502930
	Iteration 7Q: 3 clusters Score -1988617 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1988881.750000 Penalty: 4825.502930
	Iteration 8Q: 3 clusters Score -1988882 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1989145.625000 Penalty: 4825.502930
	Iteration 9Q: 3 clusters Score -1989146 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1989425.625000 Penalty: 4825.502930
	Iteration 10Q: 3 clusters Score -1989426 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1989705.000000 Penalty: 4825.502930
	Iteration 11Q: 3 clusters Score -1989705 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1989989.625000 Penalty: 4825.502930
	Iteration 12Q: 3 clusters Score -1989990 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1990244.750000 Penalty: 4825.502930
	Iteration 13Q: 3 clusters Score -1990245 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1990477.500000 Penalty: 4825.502930
	Iteration 14Q: 3 clusters Score -1990478 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1990702.500000 Penalty: 4825.502930
	Iteration 15Q: 3 clusters Score -1990702 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1990924.000000 Penalty: 4825.502930
	Iteration 16Q: 3 clusters Score -1990924 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1991142.000000 Penalty: 4825.502930
	Iteration 17Q: 3 clusters Score -1991142 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1991334.125000 Penalty: 4825.502930
	Iteration 18Q: 3 clusters Score -1991334 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1991494.625000 Penalty: 4825.502930
	Iteration 19Q: 3 clusters Score -1991495 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1991621.125000 Penalty: 4825.502930
	Iteration 20F: 3 clusters Score -1991621 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1991753.250000 Penalty: 4825.502930
	Iteration 21Q: 3 clusters Score -1991753 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1991854.750000 Penalty: 4825.502930
	Iteration 22Q: 3 clusters Score -1991855 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1991946.375000 Penalty: 4825.502930
	Iteration 23Q: 3 clusters Score -1991946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1992031.000000 Penalty: 4825.502930
	Iteration 24Q: 3 clusters Score -1992031 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1992095.000000 Penalty: 4825.502930
	Iteration 25Q: 3 clusters Score -1992095 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1992139.000000 Penalty: 4825.502930
	Iteration 26Q: 3 clusters Score -1992139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1992187.875000 Penalty: 4825.502930
	Iteration 27Q: 3 clusters Score -1992188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1992236.125000 Penalty: 4825.502930
	Iteration 28Q: 3 clusters Score -1992236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1992261.500000 Penalty: 4825.502930
	Iteration 29Q: 3 clusters Score -1992262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1992283.625000 Penalty: 4825.502930
	Iteration 30Q: 3 clusters Score -1992284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1992300.375000 Penalty: 4825.502930
	Iteration 31Q: 3 clusters Score -1992300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1992317.750000 Penalty: 4825.502930
	Iteration 32Q: 3 clusters Score -1992318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1992322.875000 Penalty: 4825.502930
	Iteration 33Q: 3 clusters Score -1992323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1992333.625000 Penalty: 4825.502930
	Iteration 34Q: 3 clusters Score -1992334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1992342.375000 Penalty: 4825.502930
	Iteration 35Q: 3 clusters Score -1992342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1992348.250000 Penalty: 4825.502930
	Iteration 36Q: 3 clusters Score -1992348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1992352.750000 Penalty: 4825.502930
	Iteration 37Q: 3 clusters Score -1992353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1992355.625000 Penalty: 4825.502930
	Iteration 38Q: 3 clusters Score -1992356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1992358.375000 Penalty: 4825.502930
	Iteration 39Q: 3 clusters Score -1992358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1992361.625000 Penalty: 4825.502930
	Iteration 40F: 3 clusters Score -1992362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1992367.125000 Penalty: 4825.502930
	Iteration 41Q: 3 clusters Score -1992367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1992373.875000 Penalty: 4825.502930
	Iteration 42Q: 3 clusters Score -1992374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1992379.875000 Penalty: 4825.502930
	Iteration 43Q: 3 clusters Score -1992380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1992384.125000 Penalty: 4825.502930
	Iteration 44Q: 3 clusters Score -1992384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1992390.875000 Penalty: 4825.502930
	Iteration 45Q: 3 clusters Score -1992391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1992401.125000 Penalty: 4825.502930
	Iteration 46Q: 3 clusters Score -1992401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1992410.750000 Penalty: 4825.502930
	Iteration 47Q: 3 clusters Score -1992411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1992411.500000 Penalty: 4825.502930
	Iteration 48Q: 3 clusters Score -1992412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1992414.750000 Penalty: 4825.502930
	Iteration 49Q: 3 clusters Score -1992415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1992418.750000 Penalty: 4825.502930
	Iteration 50Q: 3 clusters Score -1992419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1992422.375000 Penalty: 4825.502930
	Iteration 51Q: 3 clusters Score -1992422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1992425.000000 Penalty: 4825.502930
	Iteration 52Q: 3 clusters Score -1992425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1992428.250000 Penalty: 4825.502930
	Iteration 53Q: 3 clusters Score -1992428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1992425.375000 Penalty: 4825.502930
	Iteration 54Q: 3 clusters Score -1992425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1992426.625000 Penalty: 4825.502930
	Iteration 55Q: 3 clusters Score -1992427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1992426.625000 Penalty: 4825.502930
	Iteration 56F: 3 clusters Score -1992427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156132 members 
Entering Unmasked Estep 
Score: -20003740.000000 Penalty: 2965.697266
	Iteration 0F: 2 clusters Score -2.000374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78395 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -19898978.000000 Penalty: 5931.394531
	Iteration 0F: 3 clusters Score -1.989898e+07 nChanged 74586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -19941938.000000 Penalty: 5931.394531
	Iteration 1F: 3 clusters Score -1.994194e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85357 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -19942926.000000 Penalty: 5931.394531
	Iteration 2Q: 3 clusters Score -1.994293e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -19944532.000000 Penalty: 5931.394531
	Iteration 3Q: 3 clusters Score -1.994453e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -19947430.000000 Penalty: 5931.394531
	Iteration 4Q: 3 clusters Score -1.994743e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -19953170.000000 Penalty: 5931.394531
	Iteration 5F: 3 clusters Score -1.995317e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118714 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -19963784.000000 Penalty: 5931.394531
	Iteration 6F: 3 clusters Score -1.996378e+07 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133929 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -19978706.000000 Penalty: 5931.394531
	Iteration 7F: 3 clusters Score -1.997871e+07 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146538 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -19991702.000000 Penalty: 5931.394531
	Iteration 8F: 3 clusters Score -1.99917e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153129 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -19998168.000000 Penalty: 5931.394531
	Iteration 9Q: 3 clusters Score -1.999817e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -20000220.000000 Penalty: 5931.394531
	Iteration 10Q: 3 clusters Score -2.000022e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155727 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20000786.000000 Penalty: 5931.394531
	Iteration 11Q: 3 clusters Score -2.000079e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155843 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20001008.000000 Penalty: 5931.394531
	Iteration 12Q: 3 clusters Score -2.000101e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20001044.000000 Penalty: 5931.394531
	Iteration 13Q: 3 clusters Score -2.000104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155870 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20001108.000000 Penalty: 5931.394531
	Iteration 14Q: 3 clusters Score -2.000111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20001102.000000 Penalty: 5931.394531
	Iteration 15Q: 3 clusters Score -2.00011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155875 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20001120.000000 Penalty: 5931.394531
	Iteration 16Q: 3 clusters Score -2.000112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155875 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20001120.000000 Penalty: 5931.394531
	Iteration 17Q: 3 clusters Score -2.000112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20001112.000000 Penalty: 5931.394531
	Iteration 18Q: 3 clusters Score -2.000111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155878 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20001120.000000 Penalty: 5931.394531
	Iteration 19Q: 3 clusters Score -2.000112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155877 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20001118.000000 Penalty: 5931.394531
	Iteration 20F: 3 clusters Score -2.000112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Entering Unmasked Estep 
Score: -7214424.500000 Penalty: 2712.999756
	Iteration 0F: 2 clusters Score -7214424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -7176632.000000 Penalty: 5425.999512
	Iteration 0F: 3 clusters Score -7176632 nChanged 26120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -7191442.500000 Penalty: 5425.999512
	Iteration 1F: 3 clusters Score -7191442 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -7192609.000000 Penalty: 5425.999512
	Iteration 2F: 3 clusters Score -7192609 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -7194392.000000 Penalty: 5425.999512
	Iteration 3F: 3 clusters Score -7194392 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -7196805.500000 Penalty: 5425.999512
	Iteration 4F: 3 clusters Score -7196806 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -7199627.000000 Penalty: 5425.999512
	Iteration 5F: 3 clusters Score -7199627 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -7202428.000000 Penalty: 5425.999512
	Iteration 6F: 3 clusters Score -7202428 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -7204821.500000 Penalty: 5425.999512
	Iteration 7F: 3 clusters Score -7204822 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -7206761.000000 Penalty: 5425.999512
	Iteration 8Q: 3 clusters Score -7206761 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -7208293.500000 Penalty: 5425.999512
	Iteration 9Q: 3 clusters Score -7208294 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7209567.000000 Penalty: 5425.999512
	Iteration 10Q: 3 clusters Score -7209567 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7210516.000000 Penalty: 5425.999512
	Iteration 11Q: 3 clusters Score -7210516 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7211129.000000 Penalty: 5425.999512
	Iteration 12Q: 3 clusters Score -7211129 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7211489.500000 Penalty: 5425.999512
	Iteration 13Q: 3 clusters Score -7211490 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7211754.000000 Penalty: 5425.999512
	Iteration 14Q: 3 clusters Score -7211754 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7211918.500000 Penalty: 5425.999512
	Iteration 15Q: 3 clusters Score -7211918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7212032.500000 Penalty: 5425.999512
	Iteration 16Q: 3 clusters Score -7212032 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7212098.500000 Penalty: 5425.999512
	Iteration 17Q: 3 clusters Score -7212098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7212124.500000 Penalty: 5425.999512
	Iteration 18Q: 3 clusters Score -7212124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7212188.000000 Penalty: 5425.999512
	Iteration 19Q: 3 clusters Score -7212188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7212216.500000 Penalty: 5425.999512
	Iteration 20F: 3 clusters Score -7212216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7212257.500000 Penalty: 5425.999512
	Iteration 21Q: 3 clusters Score -7212258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7212308.000000 Penalty: 5425.999512
	Iteration 22Q: 3 clusters Score -7212308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7212322.000000 Penalty: 5425.999512
	Iteration 23Q: 3 clusters Score -7212322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7212342.500000 Penalty: 5425.999512
	Iteration 24Q: 3 clusters Score -7212342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7212348.500000 Penalty: 5425.999512
	Iteration 25Q: 3 clusters Score -7212348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7212355.500000 Penalty: 5425.999512
	Iteration 26Q: 3 clusters Score -7212356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7212382.500000 Penalty: 5425.999512
	Iteration 27Q: 3 clusters Score -7212382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7212404.500000 Penalty: 5425.999512
	Iteration 28Q: 3 clusters Score -7212404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7212415.500000 Penalty: 5425.999512
	Iteration 29Q: 3 clusters Score -7212416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7212427.000000 Penalty: 5425.999512
	Iteration 30Q: 3 clusters Score -7212427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7212414.500000 Penalty: 5425.999512
	Iteration 31Q: 3 clusters Score -7212414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7212430.500000 Penalty: 5425.999512
	Iteration 32Q: 3 clusters Score -7212430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7212438.000000 Penalty: 5425.999512
	Iteration 33Q: 3 clusters Score -7212438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7212435.000000 Penalty: 5425.999512
	Iteration 34Q: 3 clusters Score -7212435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7212444.500000 Penalty: 5425.999512
	Iteration 35Q: 3 clusters Score -7212444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7212446.000000 Penalty: 5425.999512
	Iteration 36Q: 3 clusters Score -7212446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7212450.500000 Penalty: 5425.999512
	Iteration 37Q: 3 clusters Score -7212450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7212450.500000 Penalty: 5425.999512
	Iteration 38F: 3 clusters Score -7212450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -44368.332031 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -44368.33 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 185 members 
Entering Unmasked Estep 
Score: -43076.457031 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -43076.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43299.769531 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -43299.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43360.394531 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -43360.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43396.734375 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -43396.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43411.656250 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -43411.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43426.503906 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -43426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43432.886719 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -43432.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43444.851562 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -43444.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43446.656250 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -43446.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43450.460938 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -43450.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43452.652344 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -43452.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43452.652344 Penalty: 2930.409180
	Iteration 11F: 3 clusters Score -43452.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -258777.718750 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -258777.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -256173.828125 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -256173.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -256584.312500 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -256584.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -256691.546875 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -256691.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -256750.484375 Penalty: 3767.062744
	Iteration 3Q: 3 clusters Score -256750.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -256786.843750 Penalty: 3767.062744
	Iteration 4Q: 3 clusters Score -256786.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -256805.984375 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -256806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -256816.281250 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -256816.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -256828.406250 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -256828.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -256839.734375 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -256839.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -256854.562500 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -256854.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -256866.031250 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -256866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -256878.250000 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -256878.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -256886.468750 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -256886.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -256893.578125 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -256893.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -256899.593750 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -256899.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -256905.031250 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -256905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -256908.750000 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -256908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -256910.500000 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -256910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -256912.359375 Penalty: 3767.062744
	Iteration 18Q: 3 clusters Score -256912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -256913.093750 Penalty: 3767.062744
	Iteration 19Q: 3 clusters Score -256913.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -256913.093750 Penalty: 3767.062744
	Iteration 20F: 3 clusters Score -256913.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -256574.156250 Penalty: 1904.912598
	Iteration 0F: 2 clusters Score -256574.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -253844.687500 Penalty: 3809.825195
	Iteration 0F: 3 clusters Score -253844.7 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254412.343750 Penalty: 3809.825195
	Iteration 1F: 3 clusters Score -254412.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -254592.062500 Penalty: 3809.825195
	Iteration 2F: 3 clusters Score -254592.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -254710.359375 Penalty: 3809.825195
	Iteration 3Q: 3 clusters Score -254710.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -254789.281250 Penalty: 3809.825195
	Iteration 4Q: 3 clusters Score -254789.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -254877.609375 Penalty: 3809.825195
	Iteration 5Q: 3 clusters Score -254877.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -254943.109375 Penalty: 3809.825195
	Iteration 6Q: 3 clusters Score -254943.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -255020.078125 Penalty: 3809.825195
	Iteration 7Q: 3 clusters Score -255020.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -255084.812500 Penalty: 3809.825195
	Iteration 8Q: 3 clusters Score -255084.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -255147.687500 Penalty: 3809.825195
	Iteration 9Q: 3 clusters Score -255147.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -255208.593750 Penalty: 3809.825195
	Iteration 10Q: 3 clusters Score -255208.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -255277.343750 Penalty: 3809.825195
	Iteration 11Q: 3 clusters Score -255277.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -255333.656250 Penalty: 3809.825195
	Iteration 12Q: 3 clusters Score -255333.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -255389.859375 Penalty: 3809.825195
	Iteration 13Q: 3 clusters Score -255389.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -255436.531250 Penalty: 3809.825195
	Iteration 14Q: 3 clusters Score -255436.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -255468.171875 Penalty: 3809.825195
	Iteration 15Q: 3 clusters Score -255468.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -255486.515625 Penalty: 3809.825195
	Iteration 16Q: 3 clusters Score -255486.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -255509.765625 Penalty: 3809.825195
	Iteration 17Q: 3 clusters Score -255509.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -255539.359375 Penalty: 3809.825195
	Iteration 18Q: 3 clusters Score -255539.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -255559.296875 Penalty: 3809.825195
	Iteration 19Q: 3 clusters Score -255559.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -255580.796875 Penalty: 3809.825195
	Iteration 20F: 3 clusters Score -255580.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -255594.265625 Penalty: 3809.825195
	Iteration 21Q: 3 clusters Score -255594.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -255607.953125 Penalty: 3809.825195
	Iteration 22Q: 3 clusters Score -255608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -255615.234375 Penalty: 3809.825195
	Iteration 23Q: 3 clusters Score -255615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -255616.312500 Penalty: 3809.825195
	Iteration 24Q: 3 clusters Score -255616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -255617.812500 Penalty: 3809.825195
	Iteration 25Q: 3 clusters Score -255617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -255618.578125 Penalty: 3809.825195
	Iteration 26Q: 3 clusters Score -255618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -255620.062500 Penalty: 3809.825195
	Iteration 27Q: 3 clusters Score -255620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -255620.343750 Penalty: 3809.825195
	Iteration 28Q: 3 clusters Score -255620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -255620.343750 Penalty: 3809.825195
	Iteration 29F: 3 clusters Score -255620.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -112336.921875 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -112336.9 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 466 members 
Entering Unmasked Estep 
Score: -110487.734375 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -110487.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110922.296875 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -110922.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111275.187500 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -111275.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111529.773438 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -111529.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111645.890625 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -111645.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111776.648438 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -111776.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111903.796875 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -111903.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112015.625000 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -112015.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112118.671875 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -112118.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112213.312500 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -112213.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112256.289062 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -112256.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112277.281250 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -112277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -112302.093750 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -112302.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112324.023438 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -112324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112336.945312 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -112336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112358.640625 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -112358.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112370.710938 Penalty: 3391.848877
	Iteration 16Q: 3 clusters Score -112370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112380.773438 Penalty: 3391.848877
	Iteration 17Q: 3 clusters Score -112380.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112388.445312 Penalty: 3391.848877
	Iteration 18Q: 3 clusters Score -112388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112392.812500 Penalty: 3391.848877
	Iteration 19Q: 3 clusters Score -112392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112394.898438 Penalty: 3391.848877
	Iteration 20F: 3 clusters Score -112394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112397.000000 Penalty: 3391.848877
	Iteration 21Q: 3 clusters Score -112397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112397.867188 Penalty: 3391.848877
	Iteration 22Q: 3 clusters Score -112397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -112398.710938 Penalty: 3391.848877
	Iteration 23Q: 3 clusters Score -112398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112400.265625 Penalty: 3391.848877
	Iteration 24Q: 3 clusters Score -112400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112404.867188 Penalty: 3391.848877
	Iteration 25Q: 3 clusters Score -112404.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -112420.750000 Penalty: 3391.848877
	Iteration 26Q: 3 clusters Score -112420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112435.664062 Penalty: 3391.848877
	Iteration 27Q: 3 clusters Score -112435.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112447.234375 Penalty: 3391.848877
	Iteration 28Q: 3 clusters Score -112447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -112455.468750 Penalty: 3391.848877
	Iteration 29Q: 3 clusters Score -112455.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -112462.773438 Penalty: 3391.848877
	Iteration 30Q: 3 clusters Score -112462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112471.031250 Penalty: 3391.848877
	Iteration 31Q: 3 clusters Score -112471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112479.039062 Penalty: 3391.848877
	Iteration 32Q: 3 clusters Score -112479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -112495.710938 Penalty: 3391.848877
	Iteration 33Q: 3 clusters Score -112495.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -112536.539062 Penalty: 3391.848877
	Iteration 34Q: 3 clusters Score -112536.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112571.476562 Penalty: 3391.848877
	Iteration 35Q: 3 clusters Score -112571.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112575.023438 Penalty: 3391.848877
	Iteration 36Q: 3 clusters Score -112575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112575.023438 Penalty: 3391.848877
	Iteration 37F: 3 clusters Score -112575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156132 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 24541 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101657 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Mstep: Class 32 contains 297 members 
Entering Unmasked Estep 
Score: -77996064.000000 Penalty: 105949.625000
Splitting cluster 9 changes total score from -77997480.000000 to -77996064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (20394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Entering Unmasked Estep 
Score: -2601987.750000 Penalty: 2460.902832
	Iteration 0F: 2 clusters Score -2601988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2587732.500000 Penalty: 4921.805664
	Iteration 0F: 3 clusters Score -2587732 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2592439.000000 Penalty: 4921.805664
	Iteration 1F: 3 clusters Score -2592439 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2592929.000000 Penalty: 4921.805664
	Iteration 2F: 3 clusters Score -2592929 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2593352.250000 Penalty: 4921.805664
	Iteration 3F: 3 clusters Score -2593352 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2593694.500000 Penalty: 4921.805664
	Iteration 4Q: 3 clusters Score -2593694 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2594036.250000 Penalty: 4921.805664
	Iteration 5Q: 3 clusters Score -2594036 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2594449.750000 Penalty: 4921.805664
	Iteration 6Q: 3 clusters Score -2594450 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2594911.000000 Penalty: 4921.805664
	Iteration 7Q: 3 clusters Score -2594911 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2595459.750000 Penalty: 4921.805664
	Iteration 8Q: 3 clusters Score -2595460 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2596163.500000 Penalty: 4921.805664
	Iteration 9F: 3 clusters Score -2596164 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2596912.000000 Penalty: 4921.805664
	Iteration 10Q: 3 clusters Score -2596912 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2597663.000000 Penalty: 4921.805664
	Iteration 11Q: 3 clusters Score -2597663 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2598293.250000 Penalty: 4921.805664
	Iteration 12Q: 3 clusters Score -2598293 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2598720.750000 Penalty: 4921.805664
	Iteration 13Q: 3 clusters Score -2598721 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2599003.250000 Penalty: 4921.805664
	Iteration 14Q: 3 clusters Score -2599003 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2599214.250000 Penalty: 4921.805664
	Iteration 15Q: 3 clusters Score -2599214 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2599332.250000 Penalty: 4921.805664
	Iteration 16Q: 3 clusters Score -2599332 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2599440.500000 Penalty: 4921.805664
	Iteration 17Q: 3 clusters Score -2599440 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2599515.000000 Penalty: 4921.805664
	Iteration 18Q: 3 clusters Score -2599515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2599570.250000 Penalty: 4921.805664
	Iteration 19Q: 3 clusters Score -2599570 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2599638.750000 Penalty: 4921.805664
	Iteration 20F: 3 clusters Score -2599639 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2599697.250000 Penalty: 4921.805664
	Iteration 21Q: 3 clusters Score -2599697 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2599737.250000 Penalty: 4921.805664
	Iteration 22Q: 3 clusters Score -2599737 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2599778.500000 Penalty: 4921.805664
	Iteration 23Q: 3 clusters Score -2599778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2599821.250000 Penalty: 4921.805664
	Iteration 24Q: 3 clusters Score -2599821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2599859.000000 Penalty: 4921.805664
	Iteration 25Q: 3 clusters Score -2599859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2599906.750000 Penalty: 4921.805664
	Iteration 26Q: 3 clusters Score -2599907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2599941.750000 Penalty: 4921.805664
	Iteration 27Q: 3 clusters Score -2599942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2599965.000000 Penalty: 4921.805664
	Iteration 28Q: 3 clusters Score -2599965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2599990.750000 Penalty: 4921.805664
	Iteration 29Q: 3 clusters Score -2599991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2600004.000000 Penalty: 4921.805664
	Iteration 30Q: 3 clusters Score -2600004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2600015.500000 Penalty: 4921.805664
	Iteration 31Q: 3 clusters Score -2600016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2600022.500000 Penalty: 4921.805664
	Iteration 32Q: 3 clusters Score -2600022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2600023.750000 Penalty: 4921.805664
	Iteration 33Q: 3 clusters Score -2600024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2600029.250000 Penalty: 4921.805664
	Iteration 34Q: 3 clusters Score -2600029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2600030.250000 Penalty: 4921.805664
	Iteration 35Q: 3 clusters Score -2600030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2600036.500000 Penalty: 4921.805664
	Iteration 36Q: 3 clusters Score -2600036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2600037.000000 Penalty: 4921.805664
	Iteration 37Q: 3 clusters Score -2600037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2600039.500000 Penalty: 4921.805664
	Iteration 38Q: 3 clusters Score -2600040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2600039.500000 Penalty: 4921.805664
	Iteration 39F: 3 clusters Score -2600040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Entering Unmasked Estep 
Score: -2340180.750000 Penalty: 2434.670898
	Iteration 0F: 2 clusters Score -2340181 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 9106 members 
Entering Unmasked Estep 
Score: -2327182.250000 Penalty: 4869.341797
	Iteration 0F: 3 clusters Score -2327182 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2331694.250000 Penalty: 4869.341797
	Iteration 1F: 3 clusters Score -2331694 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2332150.500000 Penalty: 4869.341797
	Iteration 2F: 3 clusters Score -2332150 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2332609.750000 Penalty: 4869.341797
	Iteration 3F: 3 clusters Score -2332610 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2333098.250000 Penalty: 4869.341797
	Iteration 4F: 3 clusters Score -2333098 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2333633.750000 Penalty: 4869.341797
	Iteration 5F: 3 clusters Score -2333634 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2334230.000000 Penalty: 4869.341797
	Iteration 6F: 3 clusters Score -2334230 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2334820.250000 Penalty: 4869.341797
	Iteration 7F: 3 clusters Score -2334820 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2335381.750000 Penalty: 4869.341797
	Iteration 8Q: 3 clusters Score -2335382 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2335963.750000 Penalty: 4869.341797
	Iteration 9Q: 3 clusters Score -2335964 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2336488.250000 Penalty: 4869.341797
	Iteration 10Q: 3 clusters Score -2336488 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2336883.500000 Penalty: 4869.341797
	Iteration 11Q: 3 clusters Score -2336884 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2337229.000000 Penalty: 4869.341797
	Iteration 12Q: 3 clusters Score -2337229 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2337498.750000 Penalty: 4869.341797
	Iteration 13Q: 3 clusters Score -2337499 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2337711.000000 Penalty: 4869.341797
	Iteration 14Q: 3 clusters Score -2337711 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2337878.750000 Penalty: 4869.341797
	Iteration 15Q: 3 clusters Score -2337879 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2338003.500000 Penalty: 4869.341797
	Iteration 16Q: 3 clusters Score -2338004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2338099.250000 Penalty: 4869.341797
	Iteration 17Q: 3 clusters Score -2338099 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2338147.000000 Penalty: 4869.341797
	Iteration 18Q: 3 clusters Score -2338147 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2338195.500000 Penalty: 4869.341797
	Iteration 19Q: 3 clusters Score -2338196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2338217.500000 Penalty: 4869.341797
	Iteration 20F: 3 clusters Score -2338218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2338241.500000 Penalty: 4869.341797
	Iteration 21Q: 3 clusters Score -2338242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2338256.750000 Penalty: 4869.341797
	Iteration 22Q: 3 clusters Score -2338257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2338271.000000 Penalty: 4869.341797
	Iteration 23Q: 3 clusters Score -2338271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2338283.500000 Penalty: 4869.341797
	Iteration 24Q: 3 clusters Score -2338284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2338288.250000 Penalty: 4869.341797
	Iteration 25Q: 3 clusters Score -2338288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2338292.250000 Penalty: 4869.341797
	Iteration 26Q: 3 clusters Score -2338292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2338296.500000 Penalty: 4869.341797
	Iteration 27Q: 3 clusters Score -2338296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2338296.250000 Penalty: 4869.341797
	Iteration 28Q: 3 clusters Score -2338296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2338293.500000 Penalty: 4869.341797
	Iteration 29Q: 3 clusters Score -2338294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2338292.250000 Penalty: 4869.341797
	Iteration 30Q: 3 clusters Score -2338292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2338293.750000 Penalty: 4869.341797
	Iteration 31Q: 3 clusters Score -2338294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2338295.250000 Penalty: 4869.341797
	Iteration 32Q: 3 clusters Score -2338295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2338296.750000 Penalty: 4869.341797
	Iteration 33Q: 3 clusters Score -2338297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2338300.000000 Penalty: 4869.341797
	Iteration 34Q: 3 clusters Score -2338300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2338300.000000 Penalty: 4869.341797
	Iteration 35Q: 3 clusters Score -2338300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2338300.750000 Penalty: 4869.341797
	Iteration 36Q: 3 clusters Score -2338301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2338300.750000 Penalty: 4869.341797
	Iteration 37Q: 3 clusters Score -2338301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2338301.500000 Penalty: 4869.341797
	Iteration 38Q: 3 clusters Score -2338302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2338302.750000 Penalty: 4869.341797
	Iteration 39Q: 3 clusters Score -2338303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2338298.500000 Penalty: 4869.341797
	Iteration 40F: 3 clusters Score -2338298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2338300.000000 Penalty: 4869.341797
	Iteration 41Q: 3 clusters Score -2338300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2338300.000000 Penalty: 4869.341797
	Iteration 42Q: 3 clusters Score -2338300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2338304.750000 Penalty: 4869.341797
	Iteration 43Q: 3 clusters Score -2338305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2338308.250000 Penalty: 4869.341797
	Iteration 44Q: 3 clusters Score -2338308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2338308.250000 Penalty: 4869.341797
	Iteration 45Q: 3 clusters Score -2338308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2338310.750000 Penalty: 4869.341797
	Iteration 46Q: 3 clusters Score -2338311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2338311.500000 Penalty: 4869.341797
	Iteration 47Q: 3 clusters Score -2338312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2338313.250000 Penalty: 4869.341797
	Iteration 48Q: 3 clusters Score -2338313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2338313.000000 Penalty: 4869.341797
	Iteration 49Q: 3 clusters Score -2338313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2338320.250000 Penalty: 4869.341797
	Iteration 50Q: 3 clusters Score -2338320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2338318.250000 Penalty: 4869.341797
	Iteration 51Q: 3 clusters Score -2338318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2338320.250000 Penalty: 4869.341797
	Iteration 52Q: 3 clusters Score -2338320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2338323.000000 Penalty: 4869.341797
	Iteration 53Q: 3 clusters Score -2338323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2338327.250000 Penalty: 4869.341797
	Iteration 54Q: 3 clusters Score -2338327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2338326.750000 Penalty: 4869.341797
	Iteration 55Q: 3 clusters Score -2338327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2338327.500000 Penalty: 4869.341797
	Iteration 56Q: 3 clusters Score -2338328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2338329.750000 Penalty: 4869.341797
	Iteration 57Q: 3 clusters Score -2338330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2338332.500000 Penalty: 4869.341797
	Iteration 58Q: 3 clusters Score -2338332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2338336.750000 Penalty: 4869.341797
	Iteration 59Q: 3 clusters Score -2338337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2338334.500000 Penalty: 4869.341797
	Iteration 60F: 3 clusters Score -2338334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2338333.750000 Penalty: 4869.341797
	Iteration 61Q: 3 clusters Score -2338334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2338332.000000 Penalty: 4869.341797
	Iteration 62Q: 3 clusters Score -2338332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2338332.000000 Penalty: 4869.341797
	Iteration 63F: 3 clusters Score -2338332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Entering Unmasked Estep 
Score: -4893445.000000 Penalty: 2618.215820
	Iteration 0F: 2 clusters Score -4893445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4867507.000000 Penalty: 5236.431641
	Iteration 0F: 3 clusters Score -4867507 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -4877230.500000 Penalty: 5236.431641
	Iteration 1F: 3 clusters Score -4877230 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4878027.000000 Penalty: 5236.431641
	Iteration 2F: 3 clusters Score -4878027 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -4878951.500000 Penalty: 5236.431641
	Iteration 3F: 3 clusters Score -4878952 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4880172.500000 Penalty: 5236.431641
	Iteration 4F: 3 clusters Score -4880172 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -4881882.000000 Penalty: 5236.431641
	Iteration 5F: 3 clusters Score -4881882 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -4884208.500000 Penalty: 5236.431641
	Iteration 6F: 3 clusters Score -4884208 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4886538.500000 Penalty: 5236.431641
	Iteration 7F: 3 clusters Score -4886538 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4888509.000000 Penalty: 5236.431641
	Iteration 8F: 3 clusters Score -4888509 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4889982.000000 Penalty: 5236.431641
	Iteration 9Q: 3 clusters Score -4889982 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4890924.000000 Penalty: 5236.431641
	Iteration 10Q: 3 clusters Score -4890924 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -4891571.000000 Penalty: 5236.431641
	Iteration 11Q: 3 clusters Score -4891571 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4891967.000000 Penalty: 5236.431641
	Iteration 12Q: 3 clusters Score -4891967 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4892246.000000 Penalty: 5236.431641
	Iteration 13Q: 3 clusters Score -4892246 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -4892456.000000 Penalty: 5236.431641
	Iteration 14Q: 3 clusters Score -4892456 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4892574.500000 Penalty: 5236.431641
	Iteration 15Q: 3 clusters Score -4892574 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4892638.000000 Penalty: 5236.431641
	Iteration 16Q: 3 clusters Score -4892638 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -4892685.500000 Penalty: 5236.431641
	Iteration 17Q: 3 clusters Score -4892686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4892726.000000 Penalty: 5236.431641
	Iteration 18Q: 3 clusters Score -4892726 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -4892736.500000 Penalty: 5236.431641
	Iteration 19Q: 3 clusters Score -4892736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -4892747.500000 Penalty: 5236.431641
	Iteration 20F: 3 clusters Score -4892748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4892763.500000 Penalty: 5236.431641
	Iteration 21Q: 3 clusters Score -4892764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4892777.000000 Penalty: 5236.431641
	Iteration 22Q: 3 clusters Score -4892777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4892770.500000 Penalty: 5236.431641
	Iteration 23Q: 3 clusters Score -4892770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4892775.000000 Penalty: 5236.431641
	Iteration 24Q: 3 clusters Score -4892775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -4892793.000000 Penalty: 5236.431641
	Iteration 25Q: 3 clusters Score -4892793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -4892793.000000 Penalty: 5236.431641
	Iteration 26Q: 3 clusters Score -4892793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -4892799.000000 Penalty: 5236.431641
	Iteration 27Q: 3 clusters Score -4892799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -4892802.500000 Penalty: 5236.431641
	Iteration 28Q: 3 clusters Score -4892802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4892803.000000 Penalty: 5236.431641
	Iteration 29Q: 3 clusters Score -4892803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4892811.500000 Penalty: 5236.431641
	Iteration 30Q: 3 clusters Score -4892812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -4892813.500000 Penalty: 5236.431641
	Iteration 31Q: 3 clusters Score -4892814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -4892814.500000 Penalty: 5236.431641
	Iteration 32Q: 3 clusters Score -4892814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4892812.000000 Penalty: 5236.431641
	Iteration 33Q: 3 clusters Score -4892812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4892813.000000 Penalty: 5236.431641
	Iteration 34Q: 3 clusters Score -4892813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4892816.500000 Penalty: 5236.431641
	Iteration 35Q: 3 clusters Score -4892816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4892814.000000 Penalty: 5236.431641
	Iteration 36Q: 3 clusters Score -4892814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4892813.000000 Penalty: 5236.431641
	Iteration 37Q: 3 clusters Score -4892813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4892823.500000 Penalty: 5236.431641
	Iteration 38Q: 3 clusters Score -4892824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -4892821.000000 Penalty: 5236.431641
	Iteration 39Q: 3 clusters Score -4892821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4892824.000000 Penalty: 5236.431641
	Iteration 40F: 3 clusters Score -4892824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -4892827.000000 Penalty: 5236.431641
	Iteration 41Q: 3 clusters Score -4892827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -4892829.500000 Penalty: 5236.431641
	Iteration 42Q: 3 clusters Score -4892830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4892830.000000 Penalty: 5236.431641
	Iteration 43Q: 3 clusters Score -4892830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -4892829.000000 Penalty: 5236.431641
	Iteration 44Q: 3 clusters Score -4892829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -4892824.500000 Penalty: 5236.431641
	Iteration 45Q: 3 clusters Score -4892824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4892821.500000 Penalty: 5236.431641
	Iteration 46Q: 3 clusters Score -4892822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4892824.000000 Penalty: 5236.431641
	Iteration 47Q: 3 clusters Score -4892824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -4892831.000000 Penalty: 5236.431641
	Iteration 48Q: 3 clusters Score -4892831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -4892831.000000 Penalty: 5236.431641
	Iteration 49F: 3 clusters Score -4892831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Entering Unmasked Estep 
Score: -3358763.000000 Penalty: 2543.132568
	Iteration 0F: 2 clusters Score -3358763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3339285.000000 Penalty: 5086.265137
	Iteration 0F: 3 clusters Score -3339285 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3346283.000000 Penalty: 5086.265137
	Iteration 1F: 3 clusters Score -3346283 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3347075.500000 Penalty: 5086.265137
	Iteration 2F: 3 clusters Score -3347076 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3347824.750000 Penalty: 5086.265137
	Iteration 3F: 3 clusters Score -3347825 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3348605.250000 Penalty: 5086.265137
	Iteration 4F: 3 clusters Score -3348605 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3349508.500000 Penalty: 5086.265137
	Iteration 5F: 3 clusters Score -3349508 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3350530.500000 Penalty: 5086.265137
	Iteration 6F: 3 clusters Score -3350530 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3351711.250000 Penalty: 5086.265137
	Iteration 7F: 3 clusters Score -3351711 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3352936.000000 Penalty: 5086.265137
	Iteration 8F: 3 clusters Score -3352936 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3353979.000000 Penalty: 5086.265137
	Iteration 9F: 3 clusters Score -3353979 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3354639.500000 Penalty: 5086.265137
	Iteration 10Q: 3 clusters Score -3354640 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -3355071.500000 Penalty: 5086.265137
	Iteration 11Q: 3 clusters Score -3355072 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3355422.250000 Penalty: 5086.265137
	Iteration 12Q: 3 clusters Score -3355422 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3355710.500000 Penalty: 5086.265137
	Iteration 13Q: 3 clusters Score -3355710 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3355940.750000 Penalty: 5086.265137
	Iteration 14Q: 3 clusters Score -3355941 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3356152.750000 Penalty: 5086.265137
	Iteration 15Q: 3 clusters Score -3356153 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3356363.000000 Penalty: 5086.265137
	Iteration 16Q: 3 clusters Score -3356363 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3356564.000000 Penalty: 5086.265137
	Iteration 17Q: 3 clusters Score -3356564 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3356749.000000 Penalty: 5086.265137
	Iteration 18Q: 3 clusters Score -3356749 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3356910.250000 Penalty: 5086.265137
	Iteration 19Q: 3 clusters Score -3356910 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3357051.500000 Penalty: 5086.265137
	Iteration 20F: 3 clusters Score -3357052 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3357216.750000 Penalty: 5086.265137
	Iteration 21Q: 3 clusters Score -3357217 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3357357.250000 Penalty: 5086.265137
	Iteration 22Q: 3 clusters Score -3357357 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3357467.750000 Penalty: 5086.265137
	Iteration 23Q: 3 clusters Score -3357468 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3357597.000000 Penalty: 5086.265137
	Iteration 24Q: 3 clusters Score -3357597 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3357723.500000 Penalty: 5086.265137
	Iteration 25Q: 3 clusters Score -3357724 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3357843.000000 Penalty: 5086.265137
	Iteration 26Q: 3 clusters Score -3357843 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3357957.500000 Penalty: 5086.265137
	Iteration 27Q: 3 clusters Score -3357958 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3358056.500000 Penalty: 5086.265137
	Iteration 28Q: 3 clusters Score -3358056 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3358137.000000 Penalty: 5086.265137
	Iteration 29Q: 3 clusters Score -3358137 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3358192.250000 Penalty: 5086.265137
	Iteration 30Q: 3 clusters Score -3358192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3358241.750000 Penalty: 5086.265137
	Iteration 31Q: 3 clusters Score -3358242 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3358303.750000 Penalty: 5086.265137
	Iteration 32Q: 3 clusters Score -3358304 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3358329.500000 Penalty: 5086.265137
	Iteration 33Q: 3 clusters Score -3358330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3358360.500000 Penalty: 5086.265137
	Iteration 34Q: 3 clusters Score -3358360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3358374.000000 Penalty: 5086.265137
	Iteration 35Q: 3 clusters Score -3358374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3358391.750000 Penalty: 5086.265137
	Iteration 36Q: 3 clusters Score -3358392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3358419.750000 Penalty: 5086.265137
	Iteration 37Q: 3 clusters Score -3358420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3358432.750000 Penalty: 5086.265137
	Iteration 38Q: 3 clusters Score -3358433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3358453.500000 Penalty: 5086.265137
	Iteration 39Q: 3 clusters Score -3358454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3358460.750000 Penalty: 5086.265137
	Iteration 40F: 3 clusters Score -3358461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3358463.000000 Penalty: 5086.265137
	Iteration 41Q: 3 clusters Score -3358463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3358476.000000 Penalty: 5086.265137
	Iteration 42Q: 3 clusters Score -3358476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3358474.750000 Penalty: 5086.265137
	Iteration 43Q: 3 clusters Score -3358475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3358481.500000 Penalty: 5086.265137
	Iteration 44Q: 3 clusters Score -3358482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3358488.750000 Penalty: 5086.265137
	Iteration 45Q: 3 clusters Score -3358489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3358493.500000 Penalty: 5086.265137
	Iteration 46Q: 3 clusters Score -3358494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3358500.000000 Penalty: 5086.265137
	Iteration 47Q: 3 clusters Score -3358500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3358501.750000 Penalty: 5086.265137
	Iteration 48Q: 3 clusters Score -3358502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3358499.500000 Penalty: 5086.265137
	Iteration 49Q: 3 clusters Score -3358500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3358496.000000 Penalty: 5086.265137
	Iteration 50Q: 3 clusters Score -3358496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3358496.500000 Penalty: 5086.265137
	Iteration 51Q: 3 clusters Score -3358496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3358496.750000 Penalty: 5086.265137
	Iteration 52Q: 3 clusters Score -3358497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3358495.750000 Penalty: 5086.265137
	Iteration 53Q: 3 clusters Score -3358496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3358499.250000 Penalty: 5086.265137
	Iteration 54Q: 3 clusters Score -3358499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3358503.250000 Penalty: 5086.265137
	Iteration 55Q: 3 clusters Score -3358503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3358500.000000 Penalty: 5086.265137
	Iteration 56Q: 3 clusters Score -3358500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3358499.500000 Penalty: 5086.265137
	Iteration 57Q: 3 clusters Score -3358500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3358499.500000 Penalty: 5086.265137
	Iteration 58F: 3 clusters Score -3358500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -776615.562500 Penalty: 2157.024414
	Iteration 0F: 2 clusters Score -776615.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -771505.625000 Penalty: 4314.048828
	Iteration 0F: 3 clusters Score -771505.6 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -772880.312500 Penalty: 4314.048828
	Iteration 1F: 3 clusters Score -772880.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -773199.312500 Penalty: 4314.048828
	Iteration 2F: 3 clusters Score -773199.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -773403.562500 Penalty: 4314.048828
	Iteration 3F: 3 clusters Score -773403.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -773567.125000 Penalty: 4314.048828
	Iteration 4Q: 3 clusters Score -773567.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -773715.937500 Penalty: 4314.048828
	Iteration 5Q: 3 clusters Score -773715.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -773859.437500 Penalty: 4314.048828
	Iteration 6Q: 3 clusters Score -773859.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -774008.562500 Penalty: 4314.048828
	Iteration 7Q: 3 clusters Score -774008.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -774201.250000 Penalty: 4314.048828
	Iteration 8Q: 3 clusters Score -774201.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -774434.125000 Penalty: 4314.048828
	Iteration 9Q: 3 clusters Score -774434.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -774655.000000 Penalty: 4314.048828
	Iteration 10Q: 3 clusters Score -774655 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -774878.187500 Penalty: 4314.048828
	Iteration 11Q: 3 clusters Score -774878.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -775086.062500 Penalty: 4314.048828
	Iteration 12Q: 3 clusters Score -775086.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -775224.875000 Penalty: 4314.048828
	Iteration 13Q: 3 clusters Score -775224.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -775332.625000 Penalty: 4314.048828
	Iteration 14Q: 3 clusters Score -775332.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -775437.062500 Penalty: 4314.048828
	Iteration 15Q: 3 clusters Score -775437.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -775509.062500 Penalty: 4314.048828
	Iteration 16Q: 3 clusters Score -775509.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -775552.312500 Penalty: 4314.048828
	Iteration 17Q: 3 clusters Score -775552.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -775575.250000 Penalty: 4314.048828
	Iteration 18Q: 3 clusters Score -775575.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -775600.500000 Penalty: 4314.048828
	Iteration 19Q: 3 clusters Score -775600.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -775630.187500 Penalty: 4314.048828
	Iteration 20F: 3 clusters Score -775630.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -775657.750000 Penalty: 4314.048828
	Iteration 21Q: 3 clusters Score -775657.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -775673.750000 Penalty: 4314.048828
	Iteration 22Q: 3 clusters Score -775673.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -775696.187500 Penalty: 4314.048828
	Iteration 23Q: 3 clusters Score -775696.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -775707.187500 Penalty: 4314.048828
	Iteration 24Q: 3 clusters Score -775707.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -775718.875000 Penalty: 4314.048828
	Iteration 25Q: 3 clusters Score -775718.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -775723.375000 Penalty: 4314.048828
	Iteration 26Q: 3 clusters Score -775723.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -775727.500000 Penalty: 4314.048828
	Iteration 27Q: 3 clusters Score -775727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -775733.312500 Penalty: 4314.048828
	Iteration 28Q: 3 clusters Score -775733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -775734.562500 Penalty: 4314.048828
	Iteration 29Q: 3 clusters Score -775734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -775735.375000 Penalty: 4314.048828
	Iteration 30Q: 3 clusters Score -775735.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -775736.937500 Penalty: 4314.048828
	Iteration 31Q: 3 clusters Score -775736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -775737.687500 Penalty: 4314.048828
	Iteration 32Q: 3 clusters Score -775737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -775737.937500 Penalty: 4314.048828
	Iteration 33Q: 3 clusters Score -775737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -775739.000000 Penalty: 4314.048828
	Iteration 34Q: 3 clusters Score -775739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -775738.812500 Penalty: 4314.048828
	Iteration 35Q: 3 clusters Score -775738.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -775738.812500 Penalty: 4314.048828
	Iteration 36F: 3 clusters Score -775738.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -474858.187500 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -474858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -471115.312500 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -471115.3 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -471977.312500 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -471977.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -472187.406250 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -472187.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -472320.531250 Penalty: 4097.845215
	Iteration 3F: 3 clusters Score -472320.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -472406.656250 Penalty: 4097.845215
	Iteration 4Q: 3 clusters Score -472406.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -472486.125000 Penalty: 4097.845215
	Iteration 5Q: 3 clusters Score -472486.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -472556.437500 Penalty: 4097.845215
	Iteration 6Q: 3 clusters Score -472556.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -472624.750000 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -472624.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -472684.500000 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -472684.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -472741.625000 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -472741.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -472797.656250 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -472797.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -472842.156250 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -472842.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -472888.625000 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -472888.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -472941.906250 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -472941.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -472996.656250 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -472996.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -473047.562500 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -473047.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -473095.000000 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -473095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -473123.593750 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -473123.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -473152.375000 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -473152.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -473179.875000 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -473179.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -473191.156250 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -473191.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -473201.125000 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -473201.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -473208.218750 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -473208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -473213.500000 Penalty: 4097.845215
	Iteration 23Q: 3 clusters Score -473213.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -473216.656250 Penalty: 4097.845215
	Iteration 24Q: 3 clusters Score -473216.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -473219.656250 Penalty: 4097.845215
	Iteration 25Q: 3 clusters Score -473219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -473222.343750 Penalty: 4097.845215
	Iteration 26Q: 3 clusters Score -473222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -473225.343750 Penalty: 4097.845215
	Iteration 27Q: 3 clusters Score -473225.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -473226.812500 Penalty: 4097.845215
	Iteration 28Q: 3 clusters Score -473226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -473227.968750 Penalty: 4097.845215
	Iteration 29Q: 3 clusters Score -473228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -473228.031250 Penalty: 4097.845215
	Iteration 30Q: 3 clusters Score -473228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -473228.031250 Penalty: 4097.845215
	Iteration 31F: 3 clusters Score -473228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -93320.648438 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -93320.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91550.546875 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -91550.55 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91810.593750 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -91810.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91926.906250 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -91926.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92016.601562 Penalty: 3300.459473
	Iteration 3Q: 3 clusters Score -92016.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92074.023438 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -92074.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92106.515625 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -92106.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92131.843750 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -92131.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92179.687500 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -92179.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92225.953125 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -92225.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -92253.859375 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -92253.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -92277.296875 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -92277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92288.585938 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -92288.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92298.429688 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -92298.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92306.796875 Penalty: 3300.459473
	Iteration 13Q: 3 clusters Score -92306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92317.554688 Penalty: 3300.459473
	Iteration 14Q: 3 clusters Score -92317.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92321.429688 Penalty: 3300.459473
	Iteration 15Q: 3 clusters Score -92321.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -92322.632812 Penalty: 3300.459473
	Iteration 16Q: 3 clusters Score -92322.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92322.960938 Penalty: 3300.459473
	Iteration 17Q: 3 clusters Score -92322.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92324.093750 Penalty: 3300.459473
	Iteration 18Q: 3 clusters Score -92324.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92330.570312 Penalty: 3300.459473
	Iteration 19Q: 3 clusters Score -92330.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92340.304688 Penalty: 3300.459473
	Iteration 20F: 3 clusters Score -92340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92354.000000 Penalty: 3300.459473
	Iteration 21Q: 3 clusters Score -92354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92359.570312 Penalty: 3300.459473
	Iteration 22Q: 3 clusters Score -92359.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92363.257812 Penalty: 3300.459473
	Iteration 23Q: 3 clusters Score -92363.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92368.390625 Penalty: 3300.459473
	Iteration 24Q: 3 clusters Score -92368.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92373.695312 Penalty: 3300.459473
	Iteration 25Q: 3 clusters Score -92373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92381.109375 Penalty: 3300.459473
	Iteration 26Q: 3 clusters Score -92381.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92385.515625 Penalty: 3300.459473
	Iteration 27Q: 3 clusters Score -92385.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92389.273438 Penalty: 3300.459473
	Iteration 28Q: 3 clusters Score -92389.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92394.484375 Penalty: 3300.459473
	Iteration 29Q: 3 clusters Score -92394.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92394.484375 Penalty: 3300.459473
	Iteration 30F: 3 clusters Score -92394.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Entering Unmasked Estep 
Score: -3929120.250000 Penalty: 2562.840820
	Iteration 0F: 2 clusters Score -3929120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3908110.500000 Penalty: 5125.681641
	Iteration 0F: 3 clusters Score -3908110 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3915871.750000 Penalty: 5125.681641
	Iteration 1F: 3 clusters Score -3915872 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3916306.750000 Penalty: 5125.681641
	Iteration 2Q: 3 clusters Score -3916307 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3916737.000000 Penalty: 5125.681641
	Iteration 3Q: 3 clusters Score -3916737 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3917184.000000 Penalty: 5125.681641
	Iteration 4Q: 3 clusters Score -3917184 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3917677.750000 Penalty: 5125.681641
	Iteration 5Q: 3 clusters Score -3917678 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3918234.500000 Penalty: 5125.681641
	Iteration 6Q: 3 clusters Score -3918234 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3918922.250000 Penalty: 5125.681641
	Iteration 7Q: 3 clusters Score -3918922 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3919841.750000 Penalty: 5125.681641
	Iteration 8Q: 3 clusters Score -3919842 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3921000.250000 Penalty: 5125.681641
	Iteration 9F: 3 clusters Score -3921000 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3922435.500000 Penalty: 5125.681641
	Iteration 10F: 3 clusters Score -3922436 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3923811.250000 Penalty: 5125.681641
	Iteration 11F: 3 clusters Score -3923811 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3924944.250000 Penalty: 5125.681641
	Iteration 12Q: 3 clusters Score -3924944 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3925734.500000 Penalty: 5125.681641
	Iteration 13Q: 3 clusters Score -3925734 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3926245.750000 Penalty: 5125.681641
	Iteration 14Q: 3 clusters Score -3926246 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3926530.750000 Penalty: 5125.681641
	Iteration 15Q: 3 clusters Score -3926531 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3926694.250000 Penalty: 5125.681641
	Iteration 16Q: 3 clusters Score -3926694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -3926776.500000 Penalty: 5125.681641
	Iteration 17Q: 3 clusters Score -3926776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3926822.500000 Penalty: 5125.681641
	Iteration 18Q: 3 clusters Score -3926822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3926857.500000 Penalty: 5125.681641
	Iteration 19Q: 3 clusters Score -3926858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3926873.500000 Penalty: 5125.681641
	Iteration 20F: 3 clusters Score -3926874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3926874.000000 Penalty: 5125.681641
	Iteration 21Q: 3 clusters Score -3926874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3926879.750000 Penalty: 5125.681641
	Iteration 22Q: 3 clusters Score -3926880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3926878.500000 Penalty: 5125.681641
	Iteration 23Q: 3 clusters Score -3926878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3926880.000000 Penalty: 5125.681641
	Iteration 24Q: 3 clusters Score -3926880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -3926884.750000 Penalty: 5125.681641
	Iteration 25Q: 3 clusters Score -3926885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3926884.500000 Penalty: 5125.681641
	Iteration 26Q: 3 clusters Score -3926884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -3926883.500000 Penalty: 5125.681641
	Iteration 27Q: 3 clusters Score -3926884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -3926884.500000 Penalty: 5125.681641
	Iteration 28Q: 3 clusters Score -3926884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3926889.000000 Penalty: 5125.681641
	Iteration 29Q: 3 clusters Score -3926889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3926890.500000 Penalty: 5125.681641
	Iteration 30Q: 3 clusters Score -3926890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3926892.500000 Penalty: 5125.681641
	Iteration 31Q: 3 clusters Score -3926892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3926888.750000 Penalty: 5125.681641
	Iteration 32Q: 3 clusters Score -3926889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3926889.000000 Penalty: 5125.681641
	Iteration 33Q: 3 clusters Score -3926889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3926891.000000 Penalty: 5125.681641
	Iteration 34Q: 3 clusters Score -3926891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3926898.250000 Penalty: 5125.681641
	Iteration 35Q: 3 clusters Score -3926898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -3926897.750000 Penalty: 5125.681641
	Iteration 36Q: 3 clusters Score -3926898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -3926897.750000 Penalty: 5125.681641
	Iteration 37F: 3 clusters Score -3926898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -24516.320312 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -24516.32 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 117 members 
Entering Unmasked Estep 
Score: -23378.279297 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -23378.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23474.302734 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -23474.3 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: -23485.503906 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -23485.5 nChanged 0
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: -23485.503906 Penalty: 2686.385742
	Iteration 3F: 3 clusters Score -23485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Entering Unmasked Estep 
Score: -1229123.625000 Penalty: 2272.589600
	Iteration 0F: 2 clusters Score -1229124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1221788.000000 Penalty: 4545.179199
	Iteration 0F: 3 clusters Score -1221788 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1224162.750000 Penalty: 4545.179199
	Iteration 1F: 3 clusters Score -1224163 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1224790.250000 Penalty: 4545.179199
	Iteration 2F: 3 clusters Score -1224790 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1225358.125000 Penalty: 4545.179199
	Iteration 3F: 3 clusters Score -1225358 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1225862.875000 Penalty: 4545.179199
	Iteration 4F: 3 clusters Score -1225863 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1226228.125000 Penalty: 4545.179199
	Iteration 5F: 3 clusters Score -1226228 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1226485.500000 Penalty: 4545.179199
	Iteration 6Q: 3 clusters Score -1226486 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1226675.750000 Penalty: 4545.179199
	Iteration 7Q: 3 clusters Score -1226676 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1226820.750000 Penalty: 4545.179199
	Iteration 8Q: 3 clusters Score -1226821 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1226940.750000 Penalty: 4545.179199
	Iteration 9Q: 3 clusters Score -1226941 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1227024.375000 Penalty: 4545.179199
	Iteration 10Q: 3 clusters Score -1227024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1227099.250000 Penalty: 4545.179199
	Iteration 11Q: 3 clusters Score -1227099 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1227180.625000 Penalty: 4545.179199
	Iteration 12Q: 3 clusters Score -1227181 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1227266.125000 Penalty: 4545.179199
	Iteration 13Q: 3 clusters Score -1227266 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1227346.250000 Penalty: 4545.179199
	Iteration 14Q: 3 clusters Score -1227346 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1227434.625000 Penalty: 4545.179199
	Iteration 15Q: 3 clusters Score -1227435 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1227511.375000 Penalty: 4545.179199
	Iteration 16Q: 3 clusters Score -1227511 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1227571.250000 Penalty: 4545.179199
	Iteration 17Q: 3 clusters Score -1227571 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1227620.000000 Penalty: 4545.179199
	Iteration 18Q: 3 clusters Score -1227620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1227657.625000 Penalty: 4545.179199
	Iteration 19Q: 3 clusters Score -1227658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1227698.625000 Penalty: 4545.179199
	Iteration 20F: 3 clusters Score -1227699 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1227733.375000 Penalty: 4545.179199
	Iteration 21Q: 3 clusters Score -1227733 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1227762.375000 Penalty: 4545.179199
	Iteration 22Q: 3 clusters Score -1227762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1227787.500000 Penalty: 4545.179199
	Iteration 23Q: 3 clusters Score -1227788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1227809.000000 Penalty: 4545.179199
	Iteration 24Q: 3 clusters Score -1227809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1227831.500000 Penalty: 4545.179199
	Iteration 25Q: 3 clusters Score -1227832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1227849.875000 Penalty: 4545.179199
	Iteration 26Q: 3 clusters Score -1227850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1227862.000000 Penalty: 4545.179199
	Iteration 27Q: 3 clusters Score -1227862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1227877.125000 Penalty: 4545.179199
	Iteration 28Q: 3 clusters Score -1227877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1227882.500000 Penalty: 4545.179199
	Iteration 29Q: 3 clusters Score -1227882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1227888.125000 Penalty: 4545.179199
	Iteration 30Q: 3 clusters Score -1227888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1227894.125000 Penalty: 4545.179199
	Iteration 31Q: 3 clusters Score -1227894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1227897.500000 Penalty: 4545.179199
	Iteration 32Q: 3 clusters Score -1227898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1227900.875000 Penalty: 4545.179199
	Iteration 33Q: 3 clusters Score -1227901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1227901.250000 Penalty: 4545.179199
	Iteration 34Q: 3 clusters Score -1227901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1227901.125000 Penalty: 4545.179199
	Iteration 35Q: 3 clusters Score -1227901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1227903.625000 Penalty: 4545.179199
	Iteration 36Q: 3 clusters Score -1227904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1227903.625000 Penalty: 4545.179199
	Iteration 37F: 3 clusters Score -1227904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Entering Unmasked Estep 
Score: -3075251.750000 Penalty: 2506.809082
	Iteration 0F: 2 clusters Score -3075252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3058240.750000 Penalty: 5013.618164
	Iteration 0F: 3 clusters Score -3058241 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3064191.000000 Penalty: 5013.618164
	Iteration 1F: 3 clusters Score -3064191 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3064631.000000 Penalty: 5013.618164
	Iteration 2F: 3 clusters Score -3064631 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3064980.000000 Penalty: 5013.618164
	Iteration 3Q: 3 clusters Score -3064980 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3065253.250000 Penalty: 5013.618164
	Iteration 4Q: 3 clusters Score -3065253 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3065487.000000 Penalty: 5013.618164
	Iteration 5Q: 3 clusters Score -3065487 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3065738.500000 Penalty: 5013.618164
	Iteration 6Q: 3 clusters Score -3065738 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3066154.500000 Penalty: 5013.618164
	Iteration 7Q: 3 clusters Score -3066154 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3066942.250000 Penalty: 5013.618164
	Iteration 8Q: 3 clusters Score -3066942 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3068120.750000 Penalty: 5013.618164
	Iteration 9F: 3 clusters Score -3068121 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3069433.250000 Penalty: 5013.618164
	Iteration 10F: 3 clusters Score -3069433 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3070681.000000 Penalty: 5013.618164
	Iteration 11F: 3 clusters Score -3070681 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3071763.500000 Penalty: 5013.618164
	Iteration 12F: 3 clusters Score -3071764 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3072656.000000 Penalty: 5013.618164
	Iteration 13F: 3 clusters Score -3072656 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3073357.000000 Penalty: 5013.618164
	Iteration 14Q: 3 clusters Score -3073357 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3073878.000000 Penalty: 5013.618164
	Iteration 15Q: 3 clusters Score -3073878 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3074253.250000 Penalty: 5013.618164
	Iteration 16Q: 3 clusters Score -3074253 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3074600.250000 Penalty: 5013.618164
	Iteration 17Q: 3 clusters Score -3074600 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3074881.250000 Penalty: 5013.618164
	Iteration 18Q: 3 clusters Score -3074881 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3075090.500000 Penalty: 5013.618164
	Iteration 19Q: 3 clusters Score -3075090 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3075209.250000 Penalty: 5013.618164
	Iteration 20F: 3 clusters Score -3075209 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3075256.750000 Penalty: 5013.618164
	Iteration 21Q: 3 clusters Score -3075257 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3075295.250000 Penalty: 5013.618164
	Iteration 22Q: 3 clusters Score -3075295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3075327.250000 Penalty: 5013.618164
	Iteration 23Q: 3 clusters Score -3075327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3075340.250000 Penalty: 5013.618164
	Iteration 24Q: 3 clusters Score -3075340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3075345.750000 Penalty: 5013.618164
	Iteration 25Q: 3 clusters Score -3075346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3075352.750000 Penalty: 5013.618164
	Iteration 26Q: 3 clusters Score -3075353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3075359.250000 Penalty: 5013.618164
	Iteration 27Q: 3 clusters Score -3075359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3075363.750000 Penalty: 5013.618164
	Iteration 28Q: 3 clusters Score -3075364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3075361.500000 Penalty: 5013.618164
	Iteration 29Q: 3 clusters Score -3075362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3075369.000000 Penalty: 5013.618164
	Iteration 30Q: 3 clusters Score -3075369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3075372.500000 Penalty: 5013.618164
	Iteration 31Q: 3 clusters Score -3075372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3075384.250000 Penalty: 5013.618164
	Iteration 32Q: 3 clusters Score -3075384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3075383.250000 Penalty: 5013.618164
	Iteration 33Q: 3 clusters Score -3075383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3075386.750000 Penalty: 5013.618164
	Iteration 34Q: 3 clusters Score -3075387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3075385.500000 Penalty: 5013.618164
	Iteration 35Q: 3 clusters Score -3075386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3075386.000000 Penalty: 5013.618164
	Iteration 36Q: 3 clusters Score -3075386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3075393.000000 Penalty: 5013.618164
	Iteration 37Q: 3 clusters Score -3075393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3075395.750000 Penalty: 5013.618164
	Iteration 38Q: 3 clusters Score -3075396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3075397.250000 Penalty: 5013.618164
	Iteration 39Q: 3 clusters Score -3075397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3075404.500000 Penalty: 5013.618164
	Iteration 40F: 3 clusters Score -3075404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3075411.500000 Penalty: 5013.618164
	Iteration 41Q: 3 clusters Score -3075412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3075410.750000 Penalty: 5013.618164
	Iteration 42Q: 3 clusters Score -3075411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3075409.250000 Penalty: 5013.618164
	Iteration 43Q: 3 clusters Score -3075409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3075410.750000 Penalty: 5013.618164
	Iteration 44Q: 3 clusters Score -3075411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3075413.250000 Penalty: 5013.618164
	Iteration 45Q: 3 clusters Score -3075413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3075416.250000 Penalty: 5013.618164
	Iteration 46Q: 3 clusters Score -3075416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3075416.250000 Penalty: 5013.618164
	Iteration 47F: 3 clusters Score -3075416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 156132 members 
Mstep: Class 5 contains 56360 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 38458 members 
Mstep: Class 13 contains 28412 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 22897 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 75993 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101657 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 3892 members 
Mstep: Class 32 contains 1644 members 
Entering Unmasked Estep 
Score: -77997000.000000 Penalty: 105949.625000
Splitting cluster 20 changes total score from -77997480.000000 to -77997000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Entering Unmasked Estep 
Score: -1188129.500000 Penalty: 2273.290283
	Iteration 0F: 2 clusters Score -1188130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1180701.875000 Penalty: 4546.580566
	Iteration 0F: 3 clusters Score -1180702 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1182814.625000 Penalty: 4546.580566
	Iteration 1F: 3 clusters Score -1182815 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1183103.500000 Penalty: 4546.580566
	Iteration 2F: 3 clusters Score -1183104 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1183316.125000 Penalty: 4546.580566
	Iteration 3F: 3 clusters Score -1183316 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1183469.125000 Penalty: 4546.580566
	Iteration 4Q: 3 clusters Score -1183469 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1183593.375000 Penalty: 4546.580566
	Iteration 5Q: 3 clusters Score -1183593 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1183722.375000 Penalty: 4546.580566
	Iteration 6Q: 3 clusters Score -1183722 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1183824.625000 Penalty: 4546.580566
	Iteration 7Q: 3 clusters Score -1183825 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1183937.250000 Penalty: 4546.580566
	Iteration 8Q: 3 clusters Score -1183937 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1184045.125000 Penalty: 4546.580566
	Iteration 9Q: 3 clusters Score -1184045 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1184176.375000 Penalty: 4546.580566
	Iteration 10Q: 3 clusters Score -1184176 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1184325.000000 Penalty: 4546.580566
	Iteration 11Q: 3 clusters Score -1184325 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1184552.000000 Penalty: 4546.580566
	Iteration 12Q: 3 clusters Score -1184552 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1184803.125000 Penalty: 4546.580566
	Iteration 13Q: 3 clusters Score -1184803 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1185106.250000 Penalty: 4546.580566
	Iteration 14Q: 3 clusters Score -1185106 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1185446.500000 Penalty: 4546.580566
	Iteration 15Q: 3 clusters Score -1185446 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1185804.625000 Penalty: 4546.580566
	Iteration 16Q: 3 clusters Score -1185805 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1186121.500000 Penalty: 4546.580566
	Iteration 17Q: 3 clusters Score -1186122 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1186382.875000 Penalty: 4546.580566
	Iteration 18Q: 3 clusters Score -1186383 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1186519.000000 Penalty: 4546.580566
	Iteration 19Q: 3 clusters Score -1186519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1186580.625000 Penalty: 4546.580566
	Iteration 20F: 3 clusters Score -1186581 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1186606.250000 Penalty: 4546.580566
	Iteration 21Q: 3 clusters Score -1186606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1186628.250000 Penalty: 4546.580566
	Iteration 22Q: 3 clusters Score -1186628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1186640.375000 Penalty: 4546.580566
	Iteration 23Q: 3 clusters Score -1186640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1186646.375000 Penalty: 4546.580566
	Iteration 24Q: 3 clusters Score -1186646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1186654.875000 Penalty: 4546.580566
	Iteration 25Q: 3 clusters Score -1186655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1186655.500000 Penalty: 4546.580566
	Iteration 26Q: 3 clusters Score -1186656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1186659.750000 Penalty: 4546.580566
	Iteration 27Q: 3 clusters Score -1186660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1186660.375000 Penalty: 4546.580566
	Iteration 28Q: 3 clusters Score -1186660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1186660.250000 Penalty: 4546.580566
	Iteration 29Q: 3 clusters Score -1186660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1186659.000000 Penalty: 4546.580566
	Iteration 30Q: 3 clusters Score -1186659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1186659.000000 Penalty: 4546.580566
	Iteration 31F: 3 clusters Score -1186659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -650921.062500 Penalty: 2116.346924
	Iteration 0F: 2 clusters Score -650921.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -646361.187500 Penalty: 4232.693848
	Iteration 0F: 3 clusters Score -646361.2 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -647459.125000 Penalty: 4232.693848
	Iteration 1F: 3 clusters Score -647459.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -647729.812500 Penalty: 4232.693848
	Iteration 2F: 3 clusters Score -647729.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -647958.937500 Penalty: 4232.693848
	Iteration 3F: 3 clusters Score -647958.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -648143.812500 Penalty: 4232.693848
	Iteration 4F: 3 clusters Score -648143.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -648320.312500 Penalty: 4232.693848
	Iteration 5Q: 3 clusters Score -648320.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -648511.375000 Penalty: 4232.693848
	Iteration 6Q: 3 clusters Score -648511.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -648730.687500 Penalty: 4232.693848
	Iteration 7Q: 3 clusters Score -648730.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -648940.812500 Penalty: 4232.693848
	Iteration 8F: 3 clusters Score -648940.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -649118.750000 Penalty: 4232.693848
	Iteration 9Q: 3 clusters Score -649118.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -649293.187500 Penalty: 4232.693848
	Iteration 10Q: 3 clusters Score -649293.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -649413.187500 Penalty: 4232.693848
	Iteration 11Q: 3 clusters Score -649413.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -649483.750000 Penalty: 4232.693848
	Iteration 12Q: 3 clusters Score -649483.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -649540.000000 Penalty: 4232.693848
	Iteration 13Q: 3 clusters Score -649540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -649587.500000 Penalty: 4232.693848
	Iteration 14Q: 3 clusters Score -649587.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -649628.437500 Penalty: 4232.693848
	Iteration 15Q: 3 clusters Score -649628.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -649655.250000 Penalty: 4232.693848
	Iteration 16Q: 3 clusters Score -649655.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -649680.437500 Penalty: 4232.693848
	Iteration 17Q: 3 clusters Score -649680.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -649705.562500 Penalty: 4232.693848
	Iteration 18Q: 3 clusters Score -649705.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -649721.125000 Penalty: 4232.693848
	Iteration 19Q: 3 clusters Score -649721.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -649734.875000 Penalty: 4232.693848
	Iteration 20F: 3 clusters Score -649734.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -649745.750000 Penalty: 4232.693848
	Iteration 21Q: 3 clusters Score -649745.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -649751.937500 Penalty: 4232.693848
	Iteration 22Q: 3 clusters Score -649751.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -649757.437500 Penalty: 4232.693848
	Iteration 23Q: 3 clusters Score -649757.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -649765.875000 Penalty: 4232.693848
	Iteration 24Q: 3 clusters Score -649765.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -649770.437500 Penalty: 4232.693848
	Iteration 25Q: 3 clusters Score -649770.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -649775.812500 Penalty: 4232.693848
	Iteration 26Q: 3 clusters Score -649775.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -649779.812500 Penalty: 4232.693848
	Iteration 27Q: 3 clusters Score -649779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -649783.125000 Penalty: 4232.693848
	Iteration 28Q: 3 clusters Score -649783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -649785.312500 Penalty: 4232.693848
	Iteration 29Q: 3 clusters Score -649785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -649788.812500 Penalty: 4232.693848
	Iteration 30Q: 3 clusters Score -649788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -649789.062500 Penalty: 4232.693848
	Iteration 31Q: 3 clusters Score -649789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -649790.000000 Penalty: 4232.693848
	Iteration 32Q: 3 clusters Score -649790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -649791.625000 Penalty: 4232.693848
	Iteration 33Q: 3 clusters Score -649791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -649791.687500 Penalty: 4232.693848
	Iteration 34Q: 3 clusters Score -649791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -649792.250000 Penalty: 4232.693848
	Iteration 35Q: 3 clusters Score -649792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -649794.312500 Penalty: 4232.693848
	Iteration 36Q: 3 clusters Score -649794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -649795.625000 Penalty: 4232.693848
	Iteration 37Q: 3 clusters Score -649795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -649798.000000 Penalty: 4232.693848
	Iteration 38Q: 3 clusters Score -649798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -649798.187500 Penalty: 4232.693848
	Iteration 39Q: 3 clusters Score -649798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -649797.875000 Penalty: 4232.693848
	Iteration 40F: 3 clusters Score -649797.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -649797.375000 Penalty: 4232.693848
	Iteration 41Q: 3 clusters Score -649797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -649797.437500 Penalty: 4232.693848
	Iteration 42Q: 3 clusters Score -649797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -649797.437500 Penalty: 4232.693848
	Iteration 43F: 3 clusters Score -649797.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (75993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Entering Unmasked Estep 
Score: -9748052.000000 Penalty: 2787.122314
	Iteration 0F: 2 clusters Score -9748052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -9697185.000000 Penalty: 5574.244629
	Iteration 0F: 3 clusters Score -9697185 nChanged 35809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -9717907.000000 Penalty: 5574.244629
	Iteration 1F: 3 clusters Score -9717907 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -9718989.000000 Penalty: 5574.244629
	Iteration 2Q: 3 clusters Score -9718989 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -9720210.000000 Penalty: 5574.244629
	Iteration 3Q: 3 clusters Score -9720210 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -9721811.000000 Penalty: 5574.244629
	Iteration 4Q: 3 clusters Score -9721811 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -9723760.000000 Penalty: 5574.244629
	Iteration 5F: 3 clusters Score -9723760 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -9725932.000000 Penalty: 5574.244629
	Iteration 6F: 3 clusters Score -9725932 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -9728093.000000 Penalty: 5574.244629
	Iteration 7F: 3 clusters Score -9728093 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -9729726.000000 Penalty: 5574.244629
	Iteration 8F: 3 clusters Score -9729726 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -9730903.000000 Penalty: 5574.244629
	Iteration 9Q: 3 clusters Score -9730903 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -9731667.000000 Penalty: 5574.244629
	Iteration 10Q: 3 clusters Score -9731667 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -9732081.000000 Penalty: 5574.244629
	Iteration 11Q: 3 clusters Score -9732081 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -9732396.000000 Penalty: 5574.244629
	Iteration 12Q: 3 clusters Score -9732396 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -9732683.000000 Penalty: 5574.244629
	Iteration 13Q: 3 clusters Score -9732683 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -9732917.000000 Penalty: 5574.244629
	Iteration 14Q: 3 clusters Score -9732917 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -9733086.000000 Penalty: 5574.244629
	Iteration 15Q: 3 clusters Score -9733086 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -9733370.000000 Penalty: 5574.244629
	Iteration 16Q: 3 clusters Score -9733370 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -9733618.000000 Penalty: 5574.244629
	Iteration 17Q: 3 clusters Score -9733618 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -9733817.000000 Penalty: 5574.244629
	Iteration 18Q: 3 clusters Score -9733817 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -9733995.000000 Penalty: 5574.244629
	Iteration 19Q: 3 clusters Score -9733995 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -9734263.000000 Penalty: 5574.244629
	Iteration 20F: 3 clusters Score -9734263 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -9734457.000000 Penalty: 5574.244629
	Iteration 21Q: 3 clusters Score -9734457 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -9734779.000000 Penalty: 5574.244629
	Iteration 22Q: 3 clusters Score -9734779 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -9735120.000000 Penalty: 5574.244629
	Iteration 23Q: 3 clusters Score -9735120 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -9735574.000000 Penalty: 5574.244629
	Iteration 24Q: 3 clusters Score -9735574 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -9736134.000000 Penalty: 5574.244629
	Iteration 25Q: 3 clusters Score -9736134 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -9736740.000000 Penalty: 5574.244629
	Iteration 26Q: 3 clusters Score -9736740 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -9737424.000000 Penalty: 5574.244629
	Iteration 27Q: 3 clusters Score -9737424 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -9738258.000000 Penalty: 5574.244629
	Iteration 28Q: 3 clusters Score -9738258 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -9739137.000000 Penalty: 5574.244629
	Iteration 29Q: 3 clusters Score -9739137 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -9740083.000000 Penalty: 5574.244629
	Iteration 30Q: 3 clusters Score -9740083 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -9740978.000000 Penalty: 5574.244629
	Iteration 31Q: 3 clusters Score -9740978 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -9741805.000000 Penalty: 5574.244629
	Iteration 32Q: 3 clusters Score -9741805 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -9742560.000000 Penalty: 5574.244629
	Iteration 33Q: 3 clusters Score -9742560 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -9743211.000000 Penalty: 5574.244629
	Iteration 34Q: 3 clusters Score -9743211 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -9743834.000000 Penalty: 5574.244629
	Iteration 35Q: 3 clusters Score -9743834 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -9744343.000000 Penalty: 5574.244629
	Iteration 36Q: 3 clusters Score -9744343 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -9744706.000000 Penalty: 5574.244629
	Iteration 37Q: 3 clusters Score -9744706 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -9745027.000000 Penalty: 5574.244629
	Iteration 38Q: 3 clusters Score -9745027 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -9745244.000000 Penalty: 5574.244629
	Iteration 39Q: 3 clusters Score -9745244 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -9745404.000000 Penalty: 5574.244629
	Iteration 40F: 3 clusters Score -9745404 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -9745546.000000 Penalty: 5574.244629
	Iteration 41Q: 3 clusters Score -9745546 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -9745654.000000 Penalty: 5574.244629
	Iteration 42Q: 3 clusters Score -9745654 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -9745735.000000 Penalty: 5574.244629
	Iteration 43Q: 3 clusters Score -9745735 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -9745828.000000 Penalty: 5574.244629
	Iteration 44Q: 3 clusters Score -9745828 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -9745894.000000 Penalty: 5574.244629
	Iteration 45Q: 3 clusters Score -9745894 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -9745919.000000 Penalty: 5574.244629
	Iteration 46Q: 3 clusters Score -9745919 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -9745957.000000 Penalty: 5574.244629
	Iteration 47Q: 3 clusters Score -9745957 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -9745977.000000 Penalty: 5574.244629
	Iteration 48Q: 3 clusters Score -9745977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -9746001.000000 Penalty: 5574.244629
	Iteration 49Q: 3 clusters Score -9746001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -9746014.000000 Penalty: 5574.244629
	Iteration 50Q: 3 clusters Score -9746014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -9746024.000000 Penalty: 5574.244629
	Iteration 51Q: 3 clusters Score -9746024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -9746038.000000 Penalty: 5574.244629
	Iteration 52Q: 3 clusters Score -9746038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -9746041.000000 Penalty: 5574.244629
	Iteration 53Q: 3 clusters Score -9746041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -9746060.000000 Penalty: 5574.244629
	Iteration 54Q: 3 clusters Score -9746060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -9746079.000000 Penalty: 5574.244629
	Iteration 55Q: 3 clusters Score -9746079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -9746070.000000 Penalty: 5574.244629
	Iteration 56Q: 3 clusters Score -9746070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -9746090.000000 Penalty: 5574.244629
	Iteration 57Q: 3 clusters Score -9746090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -9746092.000000 Penalty: 5574.244629
	Iteration 58Q: 3 clusters Score -9746092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -9746099.000000 Penalty: 5574.244629
	Iteration 59Q: 3 clusters Score -9746099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -9746096.000000 Penalty: 5574.244629
	Iteration 60F: 3 clusters Score -9746096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -9746107.000000 Penalty: 5574.244629
	Iteration 61Q: 3 clusters Score -9746107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -9746097.000000 Penalty: 5574.244629
	Iteration 62Q: 3 clusters Score -9746097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -9746107.000000 Penalty: 5574.244629
	Iteration 63Q: 3 clusters Score -9746107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -9746107.000000 Penalty: 5574.244629
	Iteration 64Q: 3 clusters Score -9746107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 73964 members 
Entering Unmasked Estep 
Score: -9746121.000000 Penalty: 5574.244629
	Iteration 65Q: 3 clusters Score -9746121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -9746123.000000 Penalty: 5574.244629
	Iteration 66Q: 3 clusters Score -9746123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -9746134.000000 Penalty: 5574.244629
	Iteration 67Q: 3 clusters Score -9746134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -9746150.000000 Penalty: 5574.244629
	Iteration 68Q: 3 clusters Score -9746150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -9746142.000000 Penalty: 5574.244629
	Iteration 69Q: 3 clusters Score -9746142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -9746155.000000 Penalty: 5574.244629
	Iteration 70Q: 3 clusters Score -9746155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -9746151.000000 Penalty: 5574.244629
	Iteration 71Q: 3 clusters Score -9746151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -9746151.000000 Penalty: 5574.244629
	Iteration 72Q: 3 clusters Score -9746151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -9746146.000000 Penalty: 5574.244629
	Iteration 73Q: 3 clusters Score -9746146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -9746140.000000 Penalty: 5574.244629
	Iteration 74Q: 3 clusters Score -9746140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -9746143.000000 Penalty: 5574.244629
	Iteration 75Q: 3 clusters Score -9746143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -9746147.000000 Penalty: 5574.244629
	Iteration 76Q: 3 clusters Score -9746147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -9746145.000000 Penalty: 5574.244629
	Iteration 77Q: 3 clusters Score -9746145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 74074 members 
Entering Unmasked Estep 
Score: -9746149.000000 Penalty: 5574.244629
	Iteration 78Q: 3 clusters Score -9746149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -9746146.000000 Penalty: 5574.244629
	Iteration 79Q: 3 clusters Score -9746146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -9746152.000000 Penalty: 5574.244629
	Iteration 80F: 3 clusters Score -9746152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -9746158.000000 Penalty: 5574.244629
	Iteration 81Q: 3 clusters Score -9746158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -9746158.000000 Penalty: 5574.244629
	Iteration 82Q: 3 clusters Score -9746158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -9746171.000000 Penalty: 5574.244629
	Iteration 83Q: 3 clusters Score -9746171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -9746173.000000 Penalty: 5574.244629
	Iteration 84Q: 3 clusters Score -9746173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -9746169.000000 Penalty: 5574.244629
	Iteration 85Q: 3 clusters Score -9746169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -9746172.000000 Penalty: 5574.244629
	Iteration 86Q: 3 clusters Score -9746172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -9746171.000000 Penalty: 5574.244629
	Iteration 87Q: 3 clusters Score -9746171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -9746170.000000 Penalty: 5574.244629
	Iteration 88Q: 3 clusters Score -9746170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -9746175.000000 Penalty: 5574.244629
	Iteration 89Q: 3 clusters Score -9746175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -9746176.000000 Penalty: 5574.244629
	Iteration 90Q: 3 clusters Score -9746176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -9746178.000000 Penalty: 5574.244629
	Iteration 91Q: 3 clusters Score -9746178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -9746178.000000 Penalty: 5574.244629
	Iteration 92F: 3 clusters Score -9746178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -207067.093750 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -207067.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -204684.484375 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -204684.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -205107.437500 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -205107.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -205221.906250 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -205221.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -205290.109375 Penalty: 3686.805420
	Iteration 3Q: 3 clusters Score -205290.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -205373.984375 Penalty: 3686.805420
	Iteration 4Q: 3 clusters Score -205374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -205427.656250 Penalty: 3686.805420
	Iteration 5Q: 3 clusters Score -205427.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -205474.953125 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -205475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -205525.640625 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -205525.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -205567.484375 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -205567.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -205601.453125 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -205601.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -205624.718750 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -205624.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -205644.328125 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -205644.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -205668.593750 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -205668.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -205697.093750 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -205697.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -205730.343750 Penalty: 3686.805420
	Iteration 14Q: 3 clusters Score -205730.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -205749.593750 Penalty: 3686.805420
	Iteration 15Q: 3 clusters Score -205749.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -205781.203125 Penalty: 3686.805420
	Iteration 16Q: 3 clusters Score -205781.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -205813.843750 Penalty: 3686.805420
	Iteration 17Q: 3 clusters Score -205813.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -205844.765625 Penalty: 3686.805420
	Iteration 18Q: 3 clusters Score -205844.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -205860.953125 Penalty: 3686.805420
	Iteration 19Q: 3 clusters Score -205861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -205878.718750 Penalty: 3686.805420
	Iteration 20F: 3 clusters Score -205878.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -205910.687500 Penalty: 3686.805420
	Iteration 21Q: 3 clusters Score -205910.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -205933.859375 Penalty: 3686.805420
	Iteration 22Q: 3 clusters Score -205933.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -205967.484375 Penalty: 3686.805420
	Iteration 23Q: 3 clusters Score -205967.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -205990.953125 Penalty: 3686.805420
	Iteration 24Q: 3 clusters Score -205991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -205997.781250 Penalty: 3686.805420
	Iteration 25Q: 3 clusters Score -205997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -206006.593750 Penalty: 3686.805420
	Iteration 26Q: 3 clusters Score -206006.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -206017.703125 Penalty: 3686.805420
	Iteration 27Q: 3 clusters Score -206017.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -206025.062500 Penalty: 3686.805420
	Iteration 28Q: 3 clusters Score -206025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -206027.093750 Penalty: 3686.805420
	Iteration 29Q: 3 clusters Score -206027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -206029.453125 Penalty: 3686.805420
	Iteration 30Q: 3 clusters Score -206029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -206030.625000 Penalty: 3686.805420
	Iteration 31Q: 3 clusters Score -206030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -206032.140625 Penalty: 3686.805420
	Iteration 32Q: 3 clusters Score -206032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -206032.968750 Penalty: 3686.805420
	Iteration 33Q: 3 clusters Score -206033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -206032.968750 Penalty: 3686.805420
	Iteration 34F: 3 clusters Score -206033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -288232.843750 Penalty: 1940.858887
	Iteration 0F: 2 clusters Score -288232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -285409.781250 Penalty: 3881.717773
	Iteration 0F: 3 clusters Score -285409.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -286147.843750 Penalty: 3881.717773
	Iteration 1F: 3 clusters Score -286147.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -286438.812500 Penalty: 3881.717773
	Iteration 2F: 3 clusters Score -286438.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -286700.031250 Penalty: 3881.717773
	Iteration 3F: 3 clusters Score -286700 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -286960.531250 Penalty: 3881.717773
	Iteration 4F: 3 clusters Score -286960.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -287138.468750 Penalty: 3881.717773
	Iteration 5F: 3 clusters Score -287138.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -287247.812500 Penalty: 3881.717773
	Iteration 6Q: 3 clusters Score -287247.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -287347.625000 Penalty: 3881.717773
	Iteration 7Q: 3 clusters Score -287347.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -287420.312500 Penalty: 3881.717773
	Iteration 8Q: 3 clusters Score -287420.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -287477.625000 Penalty: 3881.717773
	Iteration 9Q: 3 clusters Score -287477.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -287519.750000 Penalty: 3881.717773
	Iteration 10Q: 3 clusters Score -287519.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -287545.343750 Penalty: 3881.717773
	Iteration 11Q: 3 clusters Score -287545.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -287565.375000 Penalty: 3881.717773
	Iteration 12Q: 3 clusters Score -287565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -287573.656250 Penalty: 3881.717773
	Iteration 13Q: 3 clusters Score -287573.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -287579.312500 Penalty: 3881.717773
	Iteration 14Q: 3 clusters Score -287579.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -287585.687500 Penalty: 3881.717773
	Iteration 15Q: 3 clusters Score -287585.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -287588.187500 Penalty: 3881.717773
	Iteration 16Q: 3 clusters Score -287588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -287590.562500 Penalty: 3881.717773
	Iteration 17Q: 3 clusters Score -287590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -287592.187500 Penalty: 3881.717773
	Iteration 18Q: 3 clusters Score -287592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -287593.187500 Penalty: 3881.717773
	Iteration 19Q: 3 clusters Score -287593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -287594.031250 Penalty: 3881.717773
	Iteration 20F: 3 clusters Score -287594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -496542.281250 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -496542.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -492730.218750 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -492730.2 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -493516.250000 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -493516.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -493703.875000 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -493703.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -493808.343750 Penalty: 4097.845215
	Iteration 3Q: 3 clusters Score -493808.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -493893.718750 Penalty: 4097.845215
	Iteration 4Q: 3 clusters Score -493893.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -493960.687500 Penalty: 4097.845215
	Iteration 5Q: 3 clusters Score -493960.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -494012.281250 Penalty: 4097.845215
	Iteration 6Q: 3 clusters Score -494012.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -494062.531250 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -494062.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -494111.968750 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -494112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -494149.843750 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -494149.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -494182.000000 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -494182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -494205.500000 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -494205.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -494232.781250 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -494232.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -494254.937500 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -494254.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -494273.812500 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -494273.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -494294.125000 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -494294.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -494314.843750 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -494314.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -494341.781250 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -494341.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -494360.562500 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -494360.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -494379.687500 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -494379.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -494399.062500 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -494399.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -494415.000000 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -494415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -494430.031250 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -494430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -494448.187500 Penalty: 4097.845215
	Iteration 23Q: 3 clusters Score -494448.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -494463.187500 Penalty: 4097.845215
	Iteration 24Q: 3 clusters Score -494463.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -494478.625000 Penalty: 4097.845215
	Iteration 25Q: 3 clusters Score -494478.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -494489.781250 Penalty: 4097.845215
	Iteration 26Q: 3 clusters Score -494489.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -494498.687500 Penalty: 4097.845215
	Iteration 27Q: 3 clusters Score -494498.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -494502.781250 Penalty: 4097.845215
	Iteration 28Q: 3 clusters Score -494502.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -494509.656250 Penalty: 4097.845215
	Iteration 29Q: 3 clusters Score -494509.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -494514.250000 Penalty: 4097.845215
	Iteration 30Q: 3 clusters Score -494514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -494518.031250 Penalty: 4097.845215
	Iteration 31Q: 3 clusters Score -494518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -494520.875000 Penalty: 4097.845215
	Iteration 32Q: 3 clusters Score -494520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -494522.343750 Penalty: 4097.845215
	Iteration 33Q: 3 clusters Score -494522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -494522.468750 Penalty: 4097.845215
	Iteration 34Q: 3 clusters Score -494522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -494522.843750 Penalty: 4097.845215
	Iteration 35Q: 3 clusters Score -494522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -494522.843750 Penalty: 4097.845215
	Iteration 36F: 3 clusters Score -494522.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -45926.089844 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -45926.09 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 215 members 
Entering Unmasked Estep 
Score: -44535.964844 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44535.96 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44855.542969 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44855.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44947.472656 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -44947.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44988.722656 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -44988.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45026.898438 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -45026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45062.621094 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -45062.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45093.257812 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -45093.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45105.769531 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -45105.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45115.988281 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -45115.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45128.398438 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -45128.4 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: -45139.460938 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -45139.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45143.101562 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -45143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45144.816406 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -45144.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45147.480469 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -45147.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45153.835938 Penalty: 3007.637451
	Iteration 14F: 3 clusters Score -45153.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45164.125000 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -45164.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45174.429688 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -45174.43 nChanged 2
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: -45178.613281 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -45178.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45178.613281 Penalty: 3007.637451
	Iteration 18F: 3 clusters Score -45178.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (101657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101657 members 
Entering Unmasked Estep 
Score: -12956303.000000 Penalty: 2859.281250
	Iteration 0F: 2 clusters Score -1.29563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -12888514.000000 Penalty: 5718.562500
	Iteration 0F: 3 clusters Score -1.288851e+07 nChanged 48057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -12915738.000000 Penalty: 5718.562500
	Iteration 1F: 3 clusters Score -1.291574e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -12916774.000000 Penalty: 5718.562500
	Iteration 2Q: 3 clusters Score -1.291677e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -12918158.000000 Penalty: 5718.562500
	Iteration 3Q: 3 clusters Score -1.291816e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -12920251.000000 Penalty: 5718.562500
	Iteration 4Q: 3 clusters Score -1.292025e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -12923518.000000 Penalty: 5718.562500
	Iteration 5F: 3 clusters Score -1.292352e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -12928723.000000 Penalty: 5718.562500
	Iteration 6F: 3 clusters Score -1.292872e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -12935312.000000 Penalty: 5718.562500
	Iteration 7F: 3 clusters Score -1.293531e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -12942406.000000 Penalty: 5718.562500
	Iteration 8F: 3 clusters Score -1.294241e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -12947684.000000 Penalty: 5718.562500
	Iteration 9F: 3 clusters Score -1.294768e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 97910 members 
Entering Unmasked Estep 
Score: -12950836.000000 Penalty: 5718.562500
	Iteration 10Q: 3 clusters Score -1.295084e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -12952452.000000 Penalty: 5718.562500
	Iteration 11Q: 3 clusters Score -1.295245e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -12953110.000000 Penalty: 5718.562500
	Iteration 12Q: 3 clusters Score -1.295311e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -12953433.000000 Penalty: 5718.562500
	Iteration 13Q: 3 clusters Score -1.295343e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -12953584.000000 Penalty: 5718.562500
	Iteration 14Q: 3 clusters Score -1.295358e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -12953686.000000 Penalty: 5718.562500
	Iteration 15Q: 3 clusters Score -1.295369e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -12953720.000000 Penalty: 5718.562500
	Iteration 16Q: 3 clusters Score -1.295372e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -12953761.000000 Penalty: 5718.562500
	Iteration 17Q: 3 clusters Score -1.295376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -12953792.000000 Penalty: 5718.562500
	Iteration 18Q: 3 clusters Score -1.295379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -12953813.000000 Penalty: 5718.562500
	Iteration 19Q: 3 clusters Score -1.295381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -12953822.000000 Penalty: 5718.562500
	Iteration 20F: 3 clusters Score -1.295382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -12953819.000000 Penalty: 5718.562500
	Iteration 21Q: 3 clusters Score -1.295382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -12953846.000000 Penalty: 5718.562500
	Iteration 22Q: 3 clusters Score -1.295385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -12953870.000000 Penalty: 5718.562500
	Iteration 23Q: 3 clusters Score -1.295387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -12953876.000000 Penalty: 5718.562500
	Iteration 24Q: 3 clusters Score -1.295388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -12953888.000000 Penalty: 5718.562500
	Iteration 25Q: 3 clusters Score -1.295389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -12953904.000000 Penalty: 5718.562500
	Iteration 26Q: 3 clusters Score -1.29539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -12953915.000000 Penalty: 5718.562500
	Iteration 27Q: 3 clusters Score -1.295392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -12953919.000000 Penalty: 5718.562500
	Iteration 28Q: 3 clusters Score -1.295392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -12953932.000000 Penalty: 5718.562500
	Iteration 29Q: 3 clusters Score -1.295393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 101336 members 
Entering Unmasked Estep 
Score: -12953934.000000 Penalty: 5718.562500
	Iteration 30Q: 3 clusters Score -1.295393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -12953931.000000 Penalty: 5718.562500
	Iteration 31Q: 3 clusters Score -1.295393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 101336 members 
Entering Unmasked Estep 
Score: -12953925.000000 Penalty: 5718.562500
	Iteration 32Q: 3 clusters Score -1.295392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -12953931.000000 Penalty: 5718.562500
	Iteration 33Q: 3 clusters Score -1.295393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -12953939.000000 Penalty: 5718.562500
	Iteration 34Q: 3 clusters Score -1.295394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -12953939.000000 Penalty: 5718.562500
	Iteration 35F: 3 clusters Score -1.295394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -28676.291016 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -28676.29 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 125 members 
Entering Unmasked Estep 
Score: -27422.558594 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -27422.56 nChanged 39
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: -27563.431641 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -27563.43 nChanged 7
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: -27590.466797 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -27590.47 nChanged 3
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: -27600.283203 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -27600.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27602.009766 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -27602.01 nChanged 2
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: -27607.429688 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -27607.43 nChanged 0
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: -27607.429688 Penalty: 2765.670898
	Iteration 6F: 3 clusters Score -27607.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -55273.187500 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -55273.19 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 218 members 
Entering Unmasked Estep 
Score: -53839.718750 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -53839.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54014.035156 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -54014.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54036.328125 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -54036.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54054.984375 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -54054.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54058.777344 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -54058.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54062.570312 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -54062.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54066.218750 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -54066.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54070.941406 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -54070.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54076.441406 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -54076.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54077.621094 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -54077.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54078.417969 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -54078.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54078.417969 Penalty: 3035.667480
	Iteration 11F: 3 clusters Score -54078.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -457126.843750 Penalty: 2050.136230
	Iteration 0F: 2 clusters Score -457126.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -453361.593750 Penalty: 4100.272461
	Iteration 0F: 3 clusters Score -453361.6 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -454445.593750 Penalty: 4100.272461
	Iteration 1F: 3 clusters Score -454445.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -454947.125000 Penalty: 4100.272461
	Iteration 2F: 3 clusters Score -454947.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -455350.343750 Penalty: 4100.272461
	Iteration 3F: 3 clusters Score -455350.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -455646.781250 Penalty: 4100.272461
	Iteration 4F: 3 clusters Score -455646.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -455812.562500 Penalty: 4100.272461
	Iteration 5Q: 3 clusters Score -455812.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -455917.500000 Penalty: 4100.272461
	Iteration 6Q: 3 clusters Score -455917.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -455993.906250 Penalty: 4100.272461
	Iteration 7Q: 3 clusters Score -455993.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -456031.843750 Penalty: 4100.272461
	Iteration 8Q: 3 clusters Score -456031.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -456071.781250 Penalty: 4100.272461
	Iteration 9Q: 3 clusters Score -456071.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -456103.406250 Penalty: 4100.272461
	Iteration 10Q: 3 clusters Score -456103.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -456124.468750 Penalty: 4100.272461
	Iteration 11Q: 3 clusters Score -456124.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -456146.625000 Penalty: 4100.272461
	Iteration 12Q: 3 clusters Score -456146.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -456162.000000 Penalty: 4100.272461
	Iteration 13Q: 3 clusters Score -456162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -456171.593750 Penalty: 4100.272461
	Iteration 14Q: 3 clusters Score -456171.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -456185.843750 Penalty: 4100.272461
	Iteration 15Q: 3 clusters Score -456185.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -456197.750000 Penalty: 4100.272461
	Iteration 16Q: 3 clusters Score -456197.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -456208.343750 Penalty: 4100.272461
	Iteration 17Q: 3 clusters Score -456208.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -456232.593750 Penalty: 4100.272461
	Iteration 18Q: 3 clusters Score -456232.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -456245.781250 Penalty: 4100.272461
	Iteration 19Q: 3 clusters Score -456245.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -456262.531250 Penalty: 4100.272461
	Iteration 20F: 3 clusters Score -456262.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -456289.593750 Penalty: 4100.272461
	Iteration 21Q: 3 clusters Score -456289.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -456303.843750 Penalty: 4100.272461
	Iteration 22Q: 3 clusters Score -456303.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -456309.812500 Penalty: 4100.272461
	Iteration 23Q: 3 clusters Score -456309.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -456318.000000 Penalty: 4100.272461
	Iteration 24Q: 3 clusters Score -456318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -456321.406250 Penalty: 4100.272461
	Iteration 25Q: 3 clusters Score -456321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -456324.531250 Penalty: 4100.272461
	Iteration 26Q: 3 clusters Score -456324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -456326.593750 Penalty: 4100.272461
	Iteration 27Q: 3 clusters Score -456326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -456330.562500 Penalty: 4100.272461
	Iteration 28Q: 3 clusters Score -456330.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -456335.031250 Penalty: 4100.272461
	Iteration 29Q: 3 clusters Score -456335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -456338.593750 Penalty: 4100.272461
	Iteration 30Q: 3 clusters Score -456338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -456340.500000 Penalty: 4100.272461
	Iteration 31Q: 3 clusters Score -456340.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -456345.875000 Penalty: 4100.272461
	Iteration 32Q: 3 clusters Score -456345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -456348.218750 Penalty: 4100.272461
	Iteration 33Q: 3 clusters Score -456348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -456349.218750 Penalty: 4100.272461
	Iteration 34Q: 3 clusters Score -456349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -456350.781250 Penalty: 4100.272461
	Iteration 35Q: 3 clusters Score -456350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -456351.718750 Penalty: 4100.272461
	Iteration 36Q: 3 clusters Score -456351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -456352.187500 Penalty: 4100.272461
	Iteration 37Q: 3 clusters Score -456352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -456354.750000 Penalty: 4100.272461
	Iteration 38Q: 3 clusters Score -456354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -456358.281250 Penalty: 4100.272461
	Iteration 39Q: 3 clusters Score -456358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -456362.250000 Penalty: 4100.272461
	Iteration 40F: 3 clusters Score -456362.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -456364.906250 Penalty: 4100.272461
	Iteration 41Q: 3 clusters Score -456364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -456366.593750 Penalty: 4100.272461
	Iteration 42Q: 3 clusters Score -456366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -456370.125000 Penalty: 4100.272461
	Iteration 43Q: 3 clusters Score -456370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -456372.843750 Penalty: 4100.272461
	Iteration 44Q: 3 clusters Score -456372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -456374.531250 Penalty: 4100.272461
	Iteration 45Q: 3 clusters Score -456374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -456375.437500 Penalty: 4100.272461
	Iteration 46Q: 3 clusters Score -456375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -456375.718750 Penalty: 4100.272461
	Iteration 47Q: 3 clusters Score -456375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -456377.437500 Penalty: 4100.272461
	Iteration 48Q: 3 clusters Score -456377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -456380.625000 Penalty: 4100.272461
	Iteration 49Q: 3 clusters Score -456380.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -456380.625000 Penalty: 4100.272461
	Iteration 50F: 3 clusters Score -456380.6 nChanged 0
--- Evaluating fit on full set of 1884401 points ---
Entering Unmasked Estep 
Score: -234293984.000000 Penalty: 111084.835938
24->32 Clusters: Score -234293984.000000, best is -234341376.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 628133 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 25955 members 
Mstep: Class 3 contains 26099 members 
Mstep: Class 4 contains 26222 members 
Mstep: Class 5 contains 26257 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 26164 members 
Mstep: Class 8 contains 26332 members 
Mstep: Class 9 contains 26053 members 
Mstep: Class 10 contains 26476 members 
Mstep: Class 11 contains 26165 members 
Mstep: Class 12 contains 26017 members 
Mstep: Class 13 contains 26390 members 
Mstep: Class 14 contains 26258 members 
Mstep: Class 15 contains 26068 members 
Mstep: Class 16 contains 26262 members 
Mstep: Class 17 contains 26154 members 
Mstep: Class 18 contains 26296 members 
Mstep: Class 19 contains 26287 members 
Mstep: Class 20 contains 26031 members 
Mstep: Class 21 contains 26346 members 
Mstep: Class 22 contains 26102 members 
Mstep: Class 23 contains 26071 members 
Mstep: Class 24 contains 26372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 253.664154 but Gain 3310.929688
Score: -72697648.000000 Penalty: 76151.289062
Iteration 0F: 24 clusters Score -7.269765e+07 nChanged 599899
Entering Unmasked Mstep 
Mstep: Class 0 contains 2685 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 18606 members 
Mstep: Class 3 contains 138041 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 2144 members 
Mstep: Class 6 contains 43673 members 
Mstep: Class 7 contains 9059 members 
Mstep: Class 9 contains 21739 members 
Mstep: Class 10 contains 33478 members 
Mstep: Class 11 contains 29212 members 
Mstep: Class 12 contains 21688 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 30762 members 
Mstep: Class 16 contains 15309 members 
Mstep: Class 17 contains 26580 members 
Mstep: Class 18 contains 4714 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 10422 members 
Mstep: Class 21 contains 25071 members 
Mstep: Class 22 contains 38096 members 
Mstep: Class 23 contains 14511 members 
Mstep: Class 24 contains 40188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3260.542236 but Gain 3310.921875
Score: -76351896.000000 Penalty: 72840.367188
Iteration 1F: 23 clusters Score -7.63519e+07 nChanged 294433
Entering Unmasked Mstep 
Mstep: Class 0 contains 377 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 12940 members 
Mstep: Class 3 contains 226012 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 37717 members 
Mstep: Class 7 contains 12910 members 
Mstep: Class 9 contains 26599 members 
Mstep: Class 10 contains 19546 members 
Mstep: Class 11 contains 16996 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 15 contains 22929 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 12159 members 
Mstep: Class 18 contains 5154 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 5820 members 
Mstep: Class 21 contains 19883 members 
Mstep: Class 22 contains 28972 members 
Mstep: Class 23 contains 11378 members 
Mstep: Class 24 contains 28509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77177456.000000 Penalty: 72840.367188
Iteration 2F: 23 clusters Score -7.717746e+07 nChanged 164342
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 260747 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 39909 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 9 contains 26182 members 
Mstep: Class 10 contains 10730 members 
Mstep: Class 11 contains 15135 members 
Mstep: Class 12 contains 3000 members 
Mstep: Class 13 contains 10654 members 
Mstep: Class 15 contains 17575 members 
Mstep: Class 16 contains 37234 members 
Mstep: Class 17 contains 6166 members 
Mstep: Class 18 contains 6693 members 
Mstep: Class 19 contains 3300 members 
Mstep: Class 20 contains 3453 members 
Mstep: Class 21 contains 21004 members 
Mstep: Class 22 contains 24180 members 
Mstep: Class 23 contains 9035 members 
Mstep: Class 24 contains 17104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2811.638672 but Gain 3310.929688
Score: -77448240.000000 Penalty: 69529.437500
Iteration 3F: 22 clusters Score -7.744824e+07 nChanged 100764
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 257761 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 1555 members 
Mstep: Class 6 contains 45014 members 
Mstep: Class 7 contains 17493 members 
Mstep: Class 9 contains 27434 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 14561 members 
Mstep: Class 12 contains 2206 members 
Mstep: Class 13 contains 10003 members 
Mstep: Class 15 contains 18705 members 
Mstep: Class 16 contains 38532 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 21 contains 22423 members 
Mstep: Class 22 contains 27399 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 12979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2761.106201 but Gain 3310.921875
Score: -77573528.000000 Penalty: 66218.515625
Iteration 4F: 21 clusters Score -7.757353e+07 nChanged 71805
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 242163 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 49295 members 
Mstep: Class 7 contains 17244 members 
Mstep: Class 9 contains 32379 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 13543 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 15 contains 24095 members 
Mstep: Class 16 contains 38570 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 18 contains 5953 members 
Mstep: Class 19 contains 3278 members 
Mstep: Class 21 contains 23115 members 
Mstep: Class 22 contains 33925 members 
Mstep: Class 23 contains 9856 members 
Mstep: Class 24 contains 11502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2335.531494 but Gain 3310.925781
Score: -77663408.000000 Penalty: 62907.589844
Iteration 5F: 20 clusters Score -7.766341e+07 nChanged 55116
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 100313 members 
Mstep: Class 3 contains 225670 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 52659 members 
Mstep: Class 7 contains 17455 members 
Mstep: Class 9 contains 36888 members 
Mstep: Class 10 contains 4304 members 
Mstep: Class 11 contains 11847 members 
Mstep: Class 12 contains 2849 members 
Mstep: Class 13 contains 8272 members 
Mstep: Class 15 contains 31431 members 
Mstep: Class 16 contains 37914 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 3285 members 
Mstep: Class 21 contains 23797 members 
Mstep: Class 22 contains 40668 members 
Mstep: Class 23 contains 10318 members 
Mstep: Class 24 contains 11375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77724232.000000 Penalty: 62907.589844
Iteration 6F: 20 clusters Score -7.772423e+07 nChanged 41018
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 3 contains 212238 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 52888 members 
Mstep: Class 7 contains 17921 members 
Mstep: Class 9 contains 39780 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 10367 members 
Mstep: Class 12 contains 3426 members 
Mstep: Class 13 contains 7688 members 
Mstep: Class 15 contains 38485 members 
Mstep: Class 16 contains 37871 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 4310 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 21 contains 24646 members 
Mstep: Class 22 contains 46177 members 
Mstep: Class 23 contains 9912 members 
Mstep: Class 24 contains 11584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77760960.000000 Penalty: 62907.589844
Iteration 7F: 20 clusters Score -7.776096e+07 nChanged 33326
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 98091 members 
Mstep: Class 3 contains 202810 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 51851 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 9 contains 41508 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 9793 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 15 contains 44340 members 
Mstep: Class 16 contains 38054 members 
Mstep: Class 17 contains 2016 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 21 contains 25292 members 
Mstep: Class 22 contains 50615 members 
Mstep: Class 23 contains 9225 members 
Mstep: Class 24 contains 11993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77786752.000000 Penalty: 62907.589844
Iteration 8F: 20 clusters Score -7.778675e+07 nChanged 28120
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 3 contains 196405 members 
Mstep: Class 5 contains 2481 members 
Mstep: Class 6 contains 49600 members 
Mstep: Class 7 contains 18668 members 
Mstep: Class 9 contains 42607 members 
Mstep: Class 10 contains 4361 members 
Mstep: Class 11 contains 9783 members 
Mstep: Class 12 contains 4706 members 
Mstep: Class 13 contains 6539 members 
Mstep: Class 15 contains 49098 members 
Mstep: Class 16 contains 38306 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 3280 members 
Mstep: Class 21 contains 25634 members 
Mstep: Class 22 contains 54467 members 
Mstep: Class 23 contains 8482 members 
Mstep: Class 24 contains 12623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77805728.000000 Penalty: 62907.589844
Iteration 9Q: 20 clusters Score -7.780573e+07 nChanged 24729
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 3 contains 191888 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 46616 members 
Mstep: Class 7 contains 18819 members 
Mstep: Class 9 contains 43430 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 9725 members 
Mstep: Class 12 contains 5316 members 
Mstep: Class 13 contains 5951 members 
Mstep: Class 15 contains 53063 members 
Mstep: Class 16 contains 38638 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 21 contains 25773 members 
Mstep: Class 22 contains 58047 members 
Mstep: Class 23 contains 7802 members 
Mstep: Class 24 contains 13346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77822232.000000 Penalty: 62907.589844
Iteration 10Q: 20 clusters Score -7.782223e+07 nChanged 22448
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 3 contains 188368 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 43150 members 
Mstep: Class 7 contains 18925 members 
Mstep: Class 9 contains 44024 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 9702 members 
Mstep: Class 12 contains 5834 members 
Mstep: Class 13 contains 5606 members 
Mstep: Class 15 contains 56512 members 
Mstep: Class 16 contains 38899 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 2413 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 21 contains 25816 members 
Mstep: Class 22 contains 61785 members 
Mstep: Class 23 contains 7200 members 
Mstep: Class 24 contains 14090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77838576.000000 Penalty: 62907.589844
Iteration 11Q: 20 clusters Score -7.783858e+07 nChanged 20949
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 3 contains 185192 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 39349 members 
Mstep: Class 7 contains 18933 members 
Mstep: Class 9 contains 44592 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 9637 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 5524 members 
Mstep: Class 15 contains 59659 members 
Mstep: Class 16 contains 39175 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 21 contains 25833 members 
Mstep: Class 22 contains 65820 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 14884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77848512.000000 Penalty: 62907.589844
Iteration 12Q: 20 clusters Score -7.784851e+07 nChanged 19651
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 3 contains 182679 members 
Mstep: Class 5 contains 4580 members 
Mstep: Class 6 contains 35189 members 
Mstep: Class 7 contains 18914 members 
Mstep: Class 9 contains 44995 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 5479 members 
Mstep: Class 15 contains 62446 members 
Mstep: Class 16 contains 39390 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 2279 members 
Mstep: Class 19 contains 3277 members 
Mstep: Class 21 contains 25823 members 
Mstep: Class 22 contains 70366 members 
Mstep: Class 23 contains 6268 members 
Mstep: Class 24 contains 15687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77856336.000000 Penalty: 62907.589844
Iteration 13Q: 20 clusters Score -7.785634e+07 nChanged 18517
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 85584 members 
Mstep: Class 3 contains 180814 members 
Mstep: Class 5 contains 4734 members 
Mstep: Class 6 contains 30952 members 
Mstep: Class 7 contains 18877 members 
Mstep: Class 9 contains 45227 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 5433 members 
Mstep: Class 15 contains 64931 members 
Mstep: Class 16 contains 39581 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 21 contains 25776 members 
Mstep: Class 22 contains 75102 members 
Mstep: Class 23 contains 5855 members 
Mstep: Class 24 contains 16520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77863920.000000 Penalty: 62907.589844
Iteration 14Q: 20 clusters Score -7.786392e+07 nChanged 17078
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 3 contains 179014 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 27031 members 
Mstep: Class 7 contains 18790 members 
Mstep: Class 9 contains 45299 members 
Mstep: Class 10 contains 5188 members 
Mstep: Class 11 contains 9604 members 
Mstep: Class 12 contains 7058 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 15 contains 67151 members 
Mstep: Class 16 contains 39717 members 
Mstep: Class 17 contains 1632 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 3275 members 
Mstep: Class 21 contains 25690 members 
Mstep: Class 22 contains 79973 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 17308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77871080.000000 Penalty: 62907.589844
Iteration 15Q: 20 clusters Score -7.787108e+07 nChanged 15748
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 3 contains 177520 members 
Mstep: Class 5 contains 4872 members 
Mstep: Class 6 contains 23453 members 
Mstep: Class 7 contains 18703 members 
Mstep: Class 9 contains 45127 members 
Mstep: Class 10 contains 5268 members 
Mstep: Class 11 contains 9585 members 
Mstep: Class 12 contains 7233 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 15 contains 69161 members 
Mstep: Class 16 contains 39747 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 3275 members 
Mstep: Class 21 contains 25576 members 
Mstep: Class 22 contains 84735 members 
Mstep: Class 23 contains 5366 members 
Mstep: Class 24 contains 18049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77876888.000000 Penalty: 62907.589844
Iteration 16Q: 20 clusters Score -7.787689e+07 nChanged 14090
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 3 contains 176289 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 20283 members 
Mstep: Class 7 contains 18644 members 
Mstep: Class 9 contains 44597 members 
Mstep: Class 10 contains 5342 members 
Mstep: Class 11 contains 9560 members 
Mstep: Class 12 contains 7386 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 15 contains 71005 members 
Mstep: Class 16 contains 39651 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 21 contains 25467 members 
Mstep: Class 22 contains 89246 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 18688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77881328.000000 Penalty: 62907.589844
Iteration 17Q: 20 clusters Score -7.788133e+07 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 3 contains 175293 members 
Mstep: Class 5 contains 4939 members 
Mstep: Class 6 contains 17679 members 
Mstep: Class 7 contains 18553 members 
Mstep: Class 9 contains 43818 members 
Mstep: Class 10 contains 5427 members 
Mstep: Class 11 contains 9545 members 
Mstep: Class 12 contains 7505 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 15 contains 72639 members 
Mstep: Class 16 contains 39516 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 21 contains 25385 members 
Mstep: Class 22 contains 93312 members 
Mstep: Class 23 contains 5343 members 
Mstep: Class 24 contains 19277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77884600.000000 Penalty: 62907.589844
Iteration 18Q: 20 clusters Score -7.78846e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 3 contains 174441 members 
Mstep: Class 5 contains 4956 members 
Mstep: Class 6 contains 15506 members 
Mstep: Class 7 contains 18506 members 
Mstep: Class 9 contains 42664 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 9539 members 
Mstep: Class 12 contains 7584 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 15 contains 74147 members 
Mstep: Class 16 contains 39430 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 21 contains 25297 members 
Mstep: Class 22 contains 97179 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77887440.000000 Penalty: 62907.589844
Iteration 19Q: 20 clusters Score -7.788744e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 3 contains 173718 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 13716 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 9 contains 41385 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 9521 members 
Mstep: Class 12 contains 7625 members 
Mstep: Class 13 contains 4986 members 
Mstep: Class 15 contains 75599 members 
Mstep: Class 16 contains 39362 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 2153 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 21 contains 25199 members 
Mstep: Class 22 contains 100711 members 
Mstep: Class 23 contains 5387 members 
Mstep: Class 24 contains 20160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77889936.000000 Penalty: 62907.589844
Iteration 20F: 20 clusters Score -7.788994e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 3 contains 172942 members 
Mstep: Class 5 contains 4996 members 
Mstep: Class 6 contains 12315 members 
Mstep: Class 7 contains 18372 members 
Mstep: Class 9 contains 39985 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 9492 members 
Mstep: Class 12 contains 7642 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 15 contains 77079 members 
Mstep: Class 16 contains 39294 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 2145 members 
Mstep: Class 19 contains 3268 members 
Mstep: Class 21 contains 25129 members 
Mstep: Class 22 contains 104009 members 
Mstep: Class 23 contains 5416 members 
Mstep: Class 24 contains 20482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77891928.000000 Penalty: 62907.589844
Iteration 21Q: 20 clusters Score -7.789193e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 3 contains 172299 members 
Mstep: Class 5 contains 5012 members 
Mstep: Class 6 contains 11147 members 
Mstep: Class 7 contains 18254 members 
Mstep: Class 9 contains 38366 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 7653 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 15 contains 78521 members 
Mstep: Class 16 contains 39213 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 2141 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 25023 members 
Mstep: Class 22 contains 107200 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 20829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77893464.000000 Penalty: 62907.589844
Iteration 22Q: 20 clusters Score -7.789346e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 3 contains 171702 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 18118 members 
Mstep: Class 9 contains 36717 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 9447 members 
Mstep: Class 12 contains 7649 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 15 contains 80061 members 
Mstep: Class 16 contains 39165 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 24891 members 
Mstep: Class 22 contains 110112 members 
Mstep: Class 23 contains 5449 members 
Mstep: Class 24 contains 21156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77895368.000000 Penalty: 62907.589844
Iteration 23Q: 20 clusters Score -7.789537e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 3 contains 171022 members 
Mstep: Class 5 contains 5017 members 
Mstep: Class 6 contains 9456 members 
Mstep: Class 7 contains 17998 members 
Mstep: Class 9 contains 35013 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 9427 members 
Mstep: Class 12 contains 7651 members 
Mstep: Class 13 contains 4851 members 
Mstep: Class 15 contains 81763 members 
Mstep: Class 16 contains 39118 members 
Mstep: Class 17 contains 1596 members 
Mstep: Class 18 contains 2132 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 24735 members 
Mstep: Class 22 contains 112883 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 21475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77897664.000000 Penalty: 62907.589844
Iteration 24Q: 20 clusters Score -7.789766e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 3 contains 170251 members 
Mstep: Class 5 contains 5017 members 
Mstep: Class 6 contains 8842 members 
Mstep: Class 7 contains 17815 members 
Mstep: Class 9 contains 33161 members 
Mstep: Class 10 contains 5544 members 
Mstep: Class 11 contains 9417 members 
Mstep: Class 12 contains 7651 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 15 contains 83718 members 
Mstep: Class 16 contains 39058 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 2127 members 
Mstep: Class 19 contains 3265 members 
Mstep: Class 21 contains 24596 members 
Mstep: Class 22 contains 115651 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 21773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77900176.000000 Penalty: 62907.589844
Iteration 25Q: 20 clusters Score -7.790018e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 3 contains 169374 members 
Mstep: Class 5 contains 5021 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 17619 members 
Mstep: Class 9 contains 31297 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 9402 members 
Mstep: Class 12 contains 7650 members 
Mstep: Class 13 contains 4785 members 
Mstep: Class 15 contains 86060 members 
Mstep: Class 16 contains 39029 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 2123 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 24412 members 
Mstep: Class 22 contains 118329 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 22031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77902960.000000 Penalty: 62907.589844
Iteration 26Q: 20 clusters Score -7.790296e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 3 contains 168077 members 
Mstep: Class 5 contains 5024 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 17361 members 
Mstep: Class 9 contains 29481 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 7649 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 15 contains 88854 members 
Mstep: Class 16 contains 39001 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 24193 members 
Mstep: Class 22 contains 120971 members 
Mstep: Class 23 contains 5449 members 
Mstep: Class 24 contains 22344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77906440.000000 Penalty: 62907.589844
Iteration 27Q: 20 clusters Score -7.790644e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 3 contains 166109 members 
Mstep: Class 5 contains 5024 members 
Mstep: Class 6 contains 7405 members 
Mstep: Class 7 contains 17041 members 
Mstep: Class 9 contains 27667 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 9396 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 15 contains 92078 members 
Mstep: Class 16 contains 38970 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 23958 members 
Mstep: Class 22 contains 123690 members 
Mstep: Class 23 contains 5428 members 
Mstep: Class 24 contains 22697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77911160.000000 Penalty: 62907.589844
Iteration 28Q: 20 clusters Score -7.791116e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 3 contains 163637 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 7009 members 
Mstep: Class 7 contains 16707 members 
Mstep: Class 9 contains 25861 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 9396 members 
Mstep: Class 12 contains 7646 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 15 contains 95490 members 
Mstep: Class 16 contains 38945 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 23742 members 
Mstep: Class 22 contains 126307 members 
Mstep: Class 23 contains 5390 members 
Mstep: Class 24 contains 23087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77914936.000000 Penalty: 62907.589844
Iteration 29Q: 20 clusters Score -7.791494e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 3 contains 160976 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 16323 members 
Mstep: Class 9 contains 24101 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 15 contains 98749 members 
Mstep: Class 16 contains 38921 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 23478 members 
Mstep: Class 22 contains 128831 members 
Mstep: Class 23 contains 5354 members 
Mstep: Class 24 contains 23499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77918120.000000 Penalty: 62907.589844
Iteration 30Q: 20 clusters Score -7.791812e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 3 contains 158291 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 7 contains 15948 members 
Mstep: Class 9 contains 22484 members 
Mstep: Class 10 contains 5482 members 
Mstep: Class 11 contains 9401 members 
Mstep: Class 12 contains 7636 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 15 contains 101724 members 
Mstep: Class 16 contains 38902 members 
Mstep: Class 17 contains 1640 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 23189 members 
Mstep: Class 22 contains 131172 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 23914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77920848.000000 Penalty: 62907.589844
Iteration 31Q: 20 clusters Score -7.792085e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 3 contains 155649 members 
Mstep: Class 5 contains 5047 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 15639 members 
Mstep: Class 9 contains 20892 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 7629 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 15 contains 104400 members 
Mstep: Class 16 contains 38891 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 22874 members 
Mstep: Class 22 contains 133486 members 
Mstep: Class 23 contains 5308 members 
Mstep: Class 24 contains 24370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77923312.000000 Penalty: 62907.589844
Iteration 32Q: 20 clusters Score -7.792331e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 3 contains 153082 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 5727 members 
Mstep: Class 7 contains 15350 members 
Mstep: Class 9 contains 19513 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 7619 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 15 contains 106880 members 
Mstep: Class 16 contains 38895 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 22522 members 
Mstep: Class 22 contains 135635 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 24 contains 24770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77925784.000000 Penalty: 62907.589844
Iteration 33Q: 20 clusters Score -7.792578e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 3 contains 150636 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 9 contains 18338 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 9435 members 
Mstep: Class 12 contains 7609 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 15 contains 109166 members 
Mstep: Class 16 contains 38904 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 22142 members 
Mstep: Class 22 contains 137597 members 
Mstep: Class 23 contains 5271 members 
Mstep: Class 24 contains 25092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77927472.000000 Penalty: 62907.589844
Iteration 34Q: 20 clusters Score -7.792747e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 3 contains 148390 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 14870 members 
Mstep: Class 9 contains 17373 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 11 contains 9447 members 
Mstep: Class 12 contains 7597 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 15 contains 111205 members 
Mstep: Class 16 contains 38905 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 2105 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 21755 members 
Mstep: Class 22 contains 139317 members 
Mstep: Class 23 contains 5264 members 
Mstep: Class 24 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77929368.000000 Penalty: 62907.589844
Iteration 35Q: 20 clusters Score -7.792937e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 3 contains 146315 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 5230 members 
Mstep: Class 7 contains 14659 members 
Mstep: Class 9 contains 16611 members 
Mstep: Class 10 contains 5576 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 7595 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 15 contains 113086 members 
Mstep: Class 16 contains 38914 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 21355 members 
Mstep: Class 22 contains 140777 members 
Mstep: Class 23 contains 5270 members 
Mstep: Class 24 contains 25497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77930752.000000 Penalty: 62907.589844
Iteration 36Q: 20 clusters Score -7.793075e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 3 contains 144493 members 
Mstep: Class 5 contains 5083 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 14448 members 
Mstep: Class 9 contains 16032 members 
Mstep: Class 10 contains 5608 members 
Mstep: Class 11 contains 9471 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 15 contains 114779 members 
Mstep: Class 16 contains 38918 members 
Mstep: Class 17 contains 1736 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 20999 members 
Mstep: Class 22 contains 141957 members 
Mstep: Class 23 contains 5267 members 
Mstep: Class 24 contains 25667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77932120.000000 Penalty: 62907.589844
Iteration 37Q: 20 clusters Score -7.793212e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 3 contains 142874 members 
Mstep: Class 5 contains 5086 members 
Mstep: Class 6 contains 4987 members 
Mstep: Class 7 contains 14265 members 
Mstep: Class 9 contains 15650 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 9486 members 
Mstep: Class 12 contains 7579 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 15 contains 116234 members 
Mstep: Class 16 contains 38908 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 20627 members 
Mstep: Class 22 contains 142985 members 
Mstep: Class 23 contains 5260 members 
Mstep: Class 24 contains 25829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77932880.000000 Penalty: 62907.589844
Iteration 38Q: 20 clusters Score -7.793288e+07 nChanged 3805
Entering ConstructFrom: 
Score: -77932880.000000 Penalty: 62907.589844
Entering ConstructFrom: 
Trying to split cluster 1 (60894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Entering Unmasked Estep 
Score: -7697122.000000 Penalty: 2732.188721
	Iteration 0F: 2 clusters Score -7697122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -7655974.500000 Penalty: 5464.377441
	Iteration 0F: 3 clusters Score -7655974 nChanged 28518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -7672051.500000 Penalty: 5464.377441
	Iteration 1F: 3 clusters Score -7672052 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -7673166.500000 Penalty: 5464.377441
	Iteration 2Q: 3 clusters Score -7673166 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -7674987.000000 Penalty: 5464.377441
	Iteration 3F: 3 clusters Score -7674987 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -7677779.000000 Penalty: 5464.377441
	Iteration 4F: 3 clusters Score -7677779 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -7681893.500000 Penalty: 5464.377441
	Iteration 5F: 3 clusters Score -7681894 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -7686594.500000 Penalty: 5464.377441
	Iteration 6F: 3 clusters Score -7686594 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -7690614.500000 Penalty: 5464.377441
	Iteration 7F: 3 clusters Score -7690614 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -7693101.000000 Penalty: 5464.377441
	Iteration 8Q: 3 clusters Score -7693101 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -7694618.500000 Penalty: 5464.377441
	Iteration 9Q: 3 clusters Score -7694618 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -7695657.000000 Penalty: 5464.377441
	Iteration 10Q: 3 clusters Score -7695657 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -7696447.500000 Penalty: 5464.377441
	Iteration 11Q: 3 clusters Score -7696448 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -7697113.500000 Penalty: 5464.377441
	Iteration 12Q: 3 clusters Score -7697114 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -7697677.500000 Penalty: 5464.377441
	Iteration 13Q: 3 clusters Score -7697678 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -7698117.000000 Penalty: 5464.377441
	Iteration 14Q: 3 clusters Score -7698117 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -7698432.500000 Penalty: 5464.377441
	Iteration 15Q: 3 clusters Score -7698432 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -7698607.000000 Penalty: 5464.377441
	Iteration 16Q: 3 clusters Score -7698607 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -7698721.500000 Penalty: 5464.377441
	Iteration 17Q: 3 clusters Score -7698722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -7698784.000000 Penalty: 5464.377441
	Iteration 18Q: 3 clusters Score -7698784 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -7698802.500000 Penalty: 5464.377441
	Iteration 19Q: 3 clusters Score -7698802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -7698831.500000 Penalty: 5464.377441
	Iteration 20F: 3 clusters Score -7698832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -7698860.500000 Penalty: 5464.377441
	Iteration 21Q: 3 clusters Score -7698860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -7698865.500000 Penalty: 5464.377441
	Iteration 22Q: 3 clusters Score -7698866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -7698871.000000 Penalty: 5464.377441
	Iteration 23Q: 3 clusters Score -7698871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -7698873.000000 Penalty: 5464.377441
	Iteration 24Q: 3 clusters Score -7698873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -7698874.000000 Penalty: 5464.377441
	Iteration 25Q: 3 clusters Score -7698874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -7698874.000000 Penalty: 5464.377441
	Iteration 26Q: 3 clusters Score -7698874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -7698862.500000 Penalty: 5464.377441
	Iteration 27Q: 3 clusters Score -7698862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -7698867.500000 Penalty: 5464.377441
	Iteration 28Q: 3 clusters Score -7698868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -7698870.500000 Penalty: 5464.377441
	Iteration 29Q: 3 clusters Score -7698870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -7698878.000000 Penalty: 5464.377441
	Iteration 30Q: 3 clusters Score -7698878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -7698876.000000 Penalty: 5464.377441
	Iteration 31Q: 3 clusters Score -7698876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -7698875.500000 Penalty: 5464.377441
	Iteration 32Q: 3 clusters Score -7698876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -7698878.000000 Penalty: 5464.377441
	Iteration 33Q: 3 clusters Score -7698878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -7698874.000000 Penalty: 5464.377441
	Iteration 34Q: 3 clusters Score -7698874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -7698875.500000 Penalty: 5464.377441
	Iteration 35Q: 3 clusters Score -7698876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -7698873.000000 Penalty: 5464.377441
	Iteration 36Q: 3 clusters Score -7698873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -7698873.000000 Penalty: 5464.377441
	Iteration 37Q: 3 clusters Score -7698873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -7698868.000000 Penalty: 5464.377441
	Iteration 38Q: 3 clusters Score -7698868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -7698868.000000 Penalty: 5464.377441
	Iteration 39Q: 3 clusters Score -7698868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -7698870.000000 Penalty: 5464.377441
	Iteration 40F: 3 clusters Score -7698870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -7698874.000000 Penalty: 5464.377441
	Iteration 41Q: 3 clusters Score -7698874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -7698877.500000 Penalty: 5464.377441
	Iteration 42Q: 3 clusters Score -7698878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -7698871.000000 Penalty: 5464.377441
	Iteration 43Q: 3 clusters Score -7698871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -7698871.500000 Penalty: 5464.377441
	Iteration 44Q: 3 clusters Score -7698872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -7698871.500000 Penalty: 5464.377441
	Iteration 45Q: 3 clusters Score -7698872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -7698871.500000 Penalty: 5464.377441
	Iteration 46F: 3 clusters Score -7698872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56899 members 
Mstep: Class 3 contains 141519 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 7573 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 15 contains 117432 members 
Mstep: Class 16 contains 38908 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 20308 members 
Mstep: Class 22 contains 143836 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 25968 members 
Entering Unmasked Estep 
Score: -77934376.000000 Penalty: 66218.515625
Splitting cluster 1 changes total score from -77932880.000000 to -77934376.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (141519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141519 members 
Entering Unmasked Estep 
Score: -17901056.000000 Penalty: 2941.326904
	Iteration 0F: 2 clusters Score -1.790106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -17806572.000000 Penalty: 5882.653809
	Iteration 0F: 3 clusters Score -1.780657e+07 nChanged 67713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 75030 members 
Entering Unmasked Estep 
Score: -17846980.000000 Penalty: 5882.653809
	Iteration 1F: 3 clusters Score -1.784698e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 77127 members 
Entering Unmasked Estep 
Score: -17849730.000000 Penalty: 5882.653809
	Iteration 2Q: 3 clusters Score -1.784973e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -17854650.000000 Penalty: 5882.653809
	Iteration 3F: 3 clusters Score -1.785465e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -17862232.000000 Penalty: 5882.653809
	Iteration 4F: 3 clusters Score -1.786223e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -17871792.000000 Penalty: 5882.653809
	Iteration 5F: 3 clusters Score -1.787179e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -17880920.000000 Penalty: 5882.653809
	Iteration 6F: 3 clusters Score -1.788092e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -17887688.000000 Penalty: 5882.653809
	Iteration 7F: 3 clusters Score -1.788769e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -17891424.000000 Penalty: 5882.653809
	Iteration 8F: 3 clusters Score -1.789142e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -17893472.000000 Penalty: 5882.653809
	Iteration 9Q: 3 clusters Score -1.789347e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -17894584.000000 Penalty: 5882.653809
	Iteration 10Q: 3 clusters Score -1.789458e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -17895146.000000 Penalty: 5882.653809
	Iteration 11Q: 3 clusters Score -1.789515e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -17895588.000000 Penalty: 5882.653809
	Iteration 12Q: 3 clusters Score -1.789559e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -17895786.000000 Penalty: 5882.653809
	Iteration 13Q: 3 clusters Score -1.789579e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
Score: -17895976.000000 Penalty: 5882.653809
	Iteration 14Q: 3 clusters Score -1.789598e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -17896078.000000 Penalty: 5882.653809
	Iteration 15Q: 3 clusters Score -1.789608e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 89243 members 
Entering Unmasked Estep 
Score: -17896208.000000 Penalty: 5882.653809
	Iteration 16Q: 3 clusters Score -1.789621e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -17896318.000000 Penalty: 5882.653809
	Iteration 17Q: 3 clusters Score -1.789632e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -17896620.000000 Penalty: 5882.653809
	Iteration 18Q: 3 clusters Score -1.789662e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -17896898.000000 Penalty: 5882.653809
	Iteration 19Q: 3 clusters Score -1.78969e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -17897150.000000 Penalty: 5882.653809
	Iteration 20F: 3 clusters Score -1.789715e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 94552 members 
Entering Unmasked Estep 
Score: -17897348.000000 Penalty: 5882.653809
	Iteration 21Q: 3 clusters Score -1.789735e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -17897570.000000 Penalty: 5882.653809
	Iteration 22Q: 3 clusters Score -1.789757e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -17897852.000000 Penalty: 5882.653809
	Iteration 23Q: 3 clusters Score -1.789785e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -17898190.000000 Penalty: 5882.653809
	Iteration 24Q: 3 clusters Score -1.789819e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -17898462.000000 Penalty: 5882.653809
	Iteration 25Q: 3 clusters Score -1.789846e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 101827 members 
Entering Unmasked Estep 
Score: -17898752.000000 Penalty: 5882.653809
	Iteration 26Q: 3 clusters Score -1.789875e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -17899094.000000 Penalty: 5882.653809
	Iteration 27Q: 3 clusters Score -1.789909e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 104948 members 
Entering Unmasked Estep 
Score: -17899452.000000 Penalty: 5882.653809
	Iteration 28Q: 3 clusters Score -1.789945e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 106474 members 
Entering Unmasked Estep 
Score: -17899782.000000 Penalty: 5882.653809
	Iteration 29Q: 3 clusters Score -1.789978e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -17900140.000000 Penalty: 5882.653809
	Iteration 30Q: 3 clusters Score -1.790014e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -17900328.000000 Penalty: 5882.653809
	Iteration 31Q: 3 clusters Score -1.790033e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -17900566.000000 Penalty: 5882.653809
	Iteration 32Q: 3 clusters Score -1.790057e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 112156 members 
Entering Unmasked Estep 
Score: -17900928.000000 Penalty: 5882.653809
	Iteration 33Q: 3 clusters Score -1.790093e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 113469 members 
Entering Unmasked Estep 
Score: -17901092.000000 Penalty: 5882.653809
	Iteration 34Q: 3 clusters Score -1.790109e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -17901286.000000 Penalty: 5882.653809
	Iteration 35Q: 3 clusters Score -1.790129e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 115762 members 
Entering Unmasked Estep 
Score: -17901444.000000 Penalty: 5882.653809
	Iteration 36Q: 3 clusters Score -1.790144e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 116760 members 
Entering Unmasked Estep 
Score: -17901636.000000 Penalty: 5882.653809
	Iteration 37Q: 3 clusters Score -1.790164e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -17901752.000000 Penalty: 5882.653809
	Iteration 38Q: 3 clusters Score -1.790175e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 118502 members 
Entering Unmasked Estep 
Score: -17901908.000000 Penalty: 5882.653809
	Iteration 39Q: 3 clusters Score -1.790191e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 119282 members 
Entering Unmasked Estep 
Score: -17902038.000000 Penalty: 5882.653809
	Iteration 40F: 3 clusters Score -1.790204e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -17902138.000000 Penalty: 5882.653809
	Iteration 41Q: 3 clusters Score -1.790214e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -17902186.000000 Penalty: 5882.653809
	Iteration 42Q: 3 clusters Score -1.790219e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 121166 members 
Entering Unmasked Estep 
Score: -17902180.000000 Penalty: 5882.653809
	Iteration 43Q: 3 clusters Score -1.790218e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 121654 members 
Entering Unmasked Estep 
Score: -17902226.000000 Penalty: 5882.653809
	Iteration 44Q: 3 clusters Score -1.790223e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -17902244.000000 Penalty: 5882.653809
	Iteration 45Q: 3 clusters Score -1.790224e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 122473 members 
Entering Unmasked Estep 
Score: -17902310.000000 Penalty: 5882.653809
	Iteration 46Q: 3 clusters Score -1.790231e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 122815 members 
Entering Unmasked Estep 
Score: -17902344.000000 Penalty: 5882.653809
	Iteration 47Q: 3 clusters Score -1.790234e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 123129 members 
Entering Unmasked Estep 
Score: -17902316.000000 Penalty: 5882.653809
	Iteration 48Q: 3 clusters Score -1.790232e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 123419 members 
Entering Unmasked Estep 
Score: -17902334.000000 Penalty: 5882.653809
	Iteration 49Q: 3 clusters Score -1.790233e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 123685 members 
Entering Unmasked Estep 
Score: -17902344.000000 Penalty: 5882.653809
	Iteration 50Q: 3 clusters Score -1.790234e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 123932 members 
Entering Unmasked Estep 
Score: -17902350.000000 Penalty: 5882.653809
	Iteration 51Q: 3 clusters Score -1.790235e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 124134 members 
Entering Unmasked Estep 
Score: -17902342.000000 Penalty: 5882.653809
	Iteration 52Q: 3 clusters Score -1.790234e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 124307 members 
Entering Unmasked Estep 
Score: -17902338.000000 Penalty: 5882.653809
	Iteration 53Q: 3 clusters Score -1.790234e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 124455 members 
Entering Unmasked Estep 
Score: -17902354.000000 Penalty: 5882.653809
	Iteration 54Q: 3 clusters Score -1.790235e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 124584 members 
Entering Unmasked Estep 
Score: -17902362.000000 Penalty: 5882.653809
	Iteration 55Q: 3 clusters Score -1.790236e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 124716 members 
Entering Unmasked Estep 
Score: -17902374.000000 Penalty: 5882.653809
	Iteration 56Q: 3 clusters Score -1.790237e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -17902420.000000 Penalty: 5882.653809
	Iteration 57Q: 3 clusters Score -1.790242e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 124915 members 
Entering Unmasked Estep 
Score: -17902426.000000 Penalty: 5882.653809
	Iteration 58Q: 3 clusters Score -1.790243e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 125008 members 
Entering Unmasked Estep 
Score: -17902412.000000 Penalty: 5882.653809
	Iteration 59Q: 3 clusters Score -1.790241e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 125096 members 
Entering Unmasked Estep 
Score: -17902414.000000 Penalty: 5882.653809
	Iteration 60F: 3 clusters Score -1.790241e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 125162 members 
Entering Unmasked Estep 
Score: -17902436.000000 Penalty: 5882.653809
	Iteration 61Q: 3 clusters Score -1.790244e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 125223 members 
Entering Unmasked Estep 
Score: -17902426.000000 Penalty: 5882.653809
	Iteration 62Q: 3 clusters Score -1.790243e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 125277 members 
Entering Unmasked Estep 
Score: -17902408.000000 Penalty: 5882.653809
	Iteration 63Q: 3 clusters Score -1.790241e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 125331 members 
Entering Unmasked Estep 
Score: -17902394.000000 Penalty: 5882.653809
	Iteration 64Q: 3 clusters Score -1.790239e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 125400 members 
Entering Unmasked Estep 
Score: -17902394.000000 Penalty: 5882.653809
	Iteration 65Q: 3 clusters Score -1.790239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 125449 members 
Entering Unmasked Estep 
Score: -17902398.000000 Penalty: 5882.653809
	Iteration 66Q: 3 clusters Score -1.79024e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 125491 members 
Entering Unmasked Estep 
Score: -17902414.000000 Penalty: 5882.653809
	Iteration 67Q: 3 clusters Score -1.790241e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -17902406.000000 Penalty: 5882.653809
	Iteration 68Q: 3 clusters Score -1.790241e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 125576 members 
Entering Unmasked Estep 
Score: -17902408.000000 Penalty: 5882.653809
	Iteration 69Q: 3 clusters Score -1.790241e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 125629 members 
Entering Unmasked Estep 
Score: -17902426.000000 Penalty: 5882.653809
	Iteration 70Q: 3 clusters Score -1.790243e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 125680 members 
Entering Unmasked Estep 
Score: -17902432.000000 Penalty: 5882.653809
	Iteration 71Q: 3 clusters Score -1.790243e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -17902416.000000 Penalty: 5882.653809
	Iteration 72Q: 3 clusters Score -1.790242e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 125770 members 
Entering Unmasked Estep 
Score: -17902434.000000 Penalty: 5882.653809
	Iteration 73Q: 3 clusters Score -1.790243e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 125813 members 
Entering Unmasked Estep 
Score: -17902406.000000 Penalty: 5882.653809
	Iteration 74Q: 3 clusters Score -1.790241e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 125853 members 
Entering Unmasked Estep 
Score: -17902410.000000 Penalty: 5882.653809
	Iteration 75Q: 3 clusters Score -1.790241e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 125899 members 
Entering Unmasked Estep 
Score: -17902418.000000 Penalty: 5882.653809
	Iteration 76Q: 3 clusters Score -1.790242e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 125934 members 
Entering Unmasked Estep 
Score: -17902448.000000 Penalty: 5882.653809
	Iteration 77Q: 3 clusters Score -1.790245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
Score: -17902438.000000 Penalty: 5882.653809
	Iteration 78Q: 3 clusters Score -1.790244e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 125993 members 
Entering Unmasked Estep 
Score: -17902432.000000 Penalty: 5882.653809
	Iteration 79Q: 3 clusters Score -1.790243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 126030 members 
Entering Unmasked Estep 
Score: -17902434.000000 Penalty: 5882.653809
	Iteration 80F: 3 clusters Score -1.790243e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 126062 members 
Entering Unmasked Estep 
Score: -17902438.000000 Penalty: 5882.653809
	Iteration 81Q: 3 clusters Score -1.790244e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -17902462.000000 Penalty: 5882.653809
	Iteration 82Q: 3 clusters Score -1.790246e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 126125 members 
Entering Unmasked Estep 
Score: -17902444.000000 Penalty: 5882.653809
	Iteration 83Q: 3 clusters Score -1.790244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 126144 members 
Entering Unmasked Estep 
Score: -17902428.000000 Penalty: 5882.653809
	Iteration 84Q: 3 clusters Score -1.790243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 126156 members 
Entering Unmasked Estep 
Score: -17902434.000000 Penalty: 5882.653809
	Iteration 85Q: 3 clusters Score -1.790243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 126166 members 
Entering Unmasked Estep 
Score: -17902430.000000 Penalty: 5882.653809
	Iteration 86Q: 3 clusters Score -1.790243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -17902424.000000 Penalty: 5882.653809
	Iteration 87Q: 3 clusters Score -1.790242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 126191 members 
Entering Unmasked Estep 
Score: -17902426.000000 Penalty: 5882.653809
	Iteration 88Q: 3 clusters Score -1.790243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 126211 members 
Entering Unmasked Estep 
Score: -17902428.000000 Penalty: 5882.653809
	Iteration 89Q: 3 clusters Score -1.790243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 126227 members 
Entering Unmasked Estep 
Score: -17902434.000000 Penalty: 5882.653809
	Iteration 90Q: 3 clusters Score -1.790243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 126244 members 
Entering Unmasked Estep 
Score: -17902462.000000 Penalty: 5882.653809
	Iteration 91Q: 3 clusters Score -1.790246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 126261 members 
Entering Unmasked Estep 
Score: -17902450.000000 Penalty: 5882.653809
	Iteration 92Q: 3 clusters Score -1.790245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 126270 members 
Entering Unmasked Estep 
Score: -17902474.000000 Penalty: 5882.653809
	Iteration 93Q: 3 clusters Score -1.790247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 126279 members 
Entering Unmasked Estep 
Score: -17902476.000000 Penalty: 5882.653809
	Iteration 94Q: 3 clusters Score -1.790248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 126289 members 
Entering Unmasked Estep 
Score: -17902470.000000 Penalty: 5882.653809
	Iteration 95Q: 3 clusters Score -1.790247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 126298 members 
Entering Unmasked Estep 
Score: -17902482.000000 Penalty: 5882.653809
	Iteration 96Q: 3 clusters Score -1.790248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 126308 members 
Entering Unmasked Estep 
Score: -17902470.000000 Penalty: 5882.653809
	Iteration 97Q: 3 clusters Score -1.790247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 126322 members 
Entering Unmasked Estep 
Score: -17902470.000000 Penalty: 5882.653809
	Iteration 98Q: 3 clusters Score -1.790247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 126333 members 
Entering Unmasked Estep 
Score: -17902458.000000 Penalty: 5882.653809
	Iteration 99Q: 3 clusters Score -1.790246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -17902452.000000 Penalty: 5882.653809
	Iteration 100F: 3 clusters Score -1.790245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 126358 members 
Entering Unmasked Estep 
Score: -17902454.000000 Penalty: 5882.653809
	Iteration 101Q: 3 clusters Score -1.790245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 126366 members 
Entering Unmasked Estep 
Score: -17902450.000000 Penalty: 5882.653809
	Iteration 102Q: 3 clusters Score -1.790245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 126375 members 
Entering Unmasked Estep 
Score: -17902440.000000 Penalty: 5882.653809
	Iteration 103Q: 3 clusters Score -1.790244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 126381 members 
Entering Unmasked Estep 
Score: -17902440.000000 Penalty: 5882.653809
	Iteration 104Q: 3 clusters Score -1.790244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -17902432.000000 Penalty: 5882.653809
	Iteration 105Q: 3 clusters Score -1.790243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -17902438.000000 Penalty: 5882.653809
	Iteration 106Q: 3 clusters Score -1.790244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -17902442.000000 Penalty: 5882.653809
	Iteration 107Q: 3 clusters Score -1.790244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 126401 members 
Entering Unmasked Estep 
Score: -17902440.000000 Penalty: 5882.653809
	Iteration 108Q: 3 clusters Score -1.790244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -17902436.000000 Penalty: 5882.653809
	Iteration 109Q: 3 clusters Score -1.790244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -17902438.000000 Penalty: 5882.653809
	Iteration 110Q: 3 clusters Score -1.790244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 126401 members 
Entering Unmasked Estep 
Score: -17902434.000000 Penalty: 5882.653809
	Iteration 111Q: 3 clusters Score -1.790243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 126403 members 
Entering Unmasked Estep 
Score: -17902430.000000 Penalty: 5882.653809
	Iteration 112Q: 3 clusters Score -1.790243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -17902432.000000 Penalty: 5882.653809
	Iteration 113Q: 3 clusters Score -1.790243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -17902432.000000 Penalty: 5882.653809
	Iteration 114F: 3 clusters Score -1.790243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56899 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 126404 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 7573 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 15 contains 117432 members 
Mstep: Class 16 contains 38908 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 20308 members 
Mstep: Class 22 contains 143836 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 25968 members 
Entering Unmasked Estep 
Score: -77935456.000000 Penalty: 69529.437500
Splitting cluster 3 changes total score from -77932880.000000 to -77935456.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -652291.187500 Penalty: 2116.785645
	Iteration 0F: 2 clusters Score -652291.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -647756.625000 Penalty: 4233.571289
	Iteration 0F: 3 clusters Score -647756.6 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -648814.187500 Penalty: 4233.571289
	Iteration 1F: 3 clusters Score -648814.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -649152.000000 Penalty: 4233.571289
	Iteration 2F: 3 clusters Score -649152 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -649510.437500 Penalty: 4233.571289
	Iteration 3F: 3 clusters Score -649510.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -650010.750000 Penalty: 4233.571289
	Iteration 4F: 3 clusters Score -650010.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -650503.250000 Penalty: 4233.571289
	Iteration 5F: 3 clusters Score -650503.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -650835.500000 Penalty: 4233.571289
	Iteration 6F: 3 clusters Score -650835.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -651006.062500 Penalty: 4233.571289
	Iteration 7Q: 3 clusters Score -651006.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -651097.937500 Penalty: 4233.571289
	Iteration 8Q: 3 clusters Score -651097.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -651140.000000 Penalty: 4233.571289
	Iteration 9Q: 3 clusters Score -651140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -651166.437500 Penalty: 4233.571289
	Iteration 10Q: 3 clusters Score -651166.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -651181.812500 Penalty: 4233.571289
	Iteration 11Q: 3 clusters Score -651181.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -651194.187500 Penalty: 4233.571289
	Iteration 12Q: 3 clusters Score -651194.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -651201.312500 Penalty: 4233.571289
	Iteration 13Q: 3 clusters Score -651201.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -651212.500000 Penalty: 4233.571289
	Iteration 14Q: 3 clusters Score -651212.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -651218.437500 Penalty: 4233.571289
	Iteration 15Q: 3 clusters Score -651218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -651220.000000 Penalty: 4233.571289
	Iteration 16Q: 3 clusters Score -651220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -651220.625000 Penalty: 4233.571289
	Iteration 17Q: 3 clusters Score -651220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -651224.375000 Penalty: 4233.571289
	Iteration 18Q: 3 clusters Score -651224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -651225.500000 Penalty: 4233.571289
	Iteration 19Q: 3 clusters Score -651225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -651228.375000 Penalty: 4233.571289
	Iteration 20F: 3 clusters Score -651228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -651231.875000 Penalty: 4233.571289
	Iteration 21Q: 3 clusters Score -651231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -651234.562500 Penalty: 4233.571289
	Iteration 22Q: 3 clusters Score -651234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -651234.562500 Penalty: 4233.571289
	Iteration 23F: 3 clusters Score -651234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Entering Unmasked Estep 
Score: -587271.687500 Penalty: 2106.290039
	Iteration 0F: 2 clusters Score -587271.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -582829.687500 Penalty: 4212.580078
	Iteration 0F: 3 clusters Score -582829.7 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -583981.437500 Penalty: 4212.580078
	Iteration 1F: 3 clusters Score -583981.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -584248.812500 Penalty: 4212.580078
	Iteration 2F: 3 clusters Score -584248.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -584474.312500 Penalty: 4212.580078
	Iteration 3F: 3 clusters Score -584474.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -584667.812500 Penalty: 4212.580078
	Iteration 4Q: 3 clusters Score -584667.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -584835.187500 Penalty: 4212.580078
	Iteration 5Q: 3 clusters Score -584835.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -584972.687500 Penalty: 4212.580078
	Iteration 6Q: 3 clusters Score -584972.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -585088.937500 Penalty: 4212.580078
	Iteration 7Q: 3 clusters Score -585088.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -585180.687500 Penalty: 4212.580078
	Iteration 8Q: 3 clusters Score -585180.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -585278.437500 Penalty: 4212.580078
	Iteration 9Q: 3 clusters Score -585278.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -585385.062500 Penalty: 4212.580078
	Iteration 10Q: 3 clusters Score -585385.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -585479.000000 Penalty: 4212.580078
	Iteration 11Q: 3 clusters Score -585479 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -585567.875000 Penalty: 4212.580078
	Iteration 12Q: 3 clusters Score -585567.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -585662.437500 Penalty: 4212.580078
	Iteration 13Q: 3 clusters Score -585662.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -585765.187500 Penalty: 4212.580078
	Iteration 14Q: 3 clusters Score -585765.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -585864.437500 Penalty: 4212.580078
	Iteration 15Q: 3 clusters Score -585864.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -585967.750000 Penalty: 4212.580078
	Iteration 16Q: 3 clusters Score -585967.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -586062.875000 Penalty: 4212.580078
	Iteration 17Q: 3 clusters Score -586062.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -586190.625000 Penalty: 4212.580078
	Iteration 18Q: 3 clusters Score -586190.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -586318.562500 Penalty: 4212.580078
	Iteration 19Q: 3 clusters Score -586318.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -586441.562500 Penalty: 4212.580078
	Iteration 20F: 3 clusters Score -586441.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -586556.250000 Penalty: 4212.580078
	Iteration 21Q: 3 clusters Score -586556.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -586621.812500 Penalty: 4212.580078
	Iteration 22Q: 3 clusters Score -586621.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -586655.687500 Penalty: 4212.580078
	Iteration 23Q: 3 clusters Score -586655.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -586681.687500 Penalty: 4212.580078
	Iteration 24Q: 3 clusters Score -586681.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -586706.625000 Penalty: 4212.580078
	Iteration 25Q: 3 clusters Score -586706.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -586739.500000 Penalty: 4212.580078
	Iteration 26Q: 3 clusters Score -586739.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -586767.187500 Penalty: 4212.580078
	Iteration 27Q: 3 clusters Score -586767.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -586780.312500 Penalty: 4212.580078
	Iteration 28Q: 3 clusters Score -586780.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -586785.625000 Penalty: 4212.580078
	Iteration 29Q: 3 clusters Score -586785.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -586791.500000 Penalty: 4212.580078
	Iteration 30Q: 3 clusters Score -586791.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -586795.750000 Penalty: 4212.580078
	Iteration 31Q: 3 clusters Score -586795.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -586798.812500 Penalty: 4212.580078
	Iteration 32Q: 3 clusters Score -586798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -586802.000000 Penalty: 4212.580078
	Iteration 33Q: 3 clusters Score -586802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -586802.312500 Penalty: 4212.580078
	Iteration 34Q: 3 clusters Score -586802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -586802.562500 Penalty: 4212.580078
	Iteration 35Q: 3 clusters Score -586802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -586803.000000 Penalty: 4212.580078
	Iteration 36Q: 3 clusters Score -586803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -586803.000000 Penalty: 4212.580078
	Iteration 37F: 3 clusters Score -586803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Entering Unmasked Estep 
Score: -1663000.875000 Penalty: 2369.269043
	Iteration 0F: 2 clusters Score -1663001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1652768.250000 Penalty: 4738.538086
	Iteration 0F: 3 clusters Score -1652768 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1656408.000000 Penalty: 4738.538086
	Iteration 1F: 3 clusters Score -1656408 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1657162.250000 Penalty: 4738.538086
	Iteration 2F: 3 clusters Score -1657162 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1657857.750000 Penalty: 4738.538086
	Iteration 3F: 3 clusters Score -1657858 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1658482.000000 Penalty: 4738.538086
	Iteration 4F: 3 clusters Score -1658482 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1659038.375000 Penalty: 4738.538086
	Iteration 5F: 3 clusters Score -1659038 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1659458.875000 Penalty: 4738.538086
	Iteration 6F: 3 clusters Score -1659459 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1659810.750000 Penalty: 4738.538086
	Iteration 7Q: 3 clusters Score -1659811 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1660087.250000 Penalty: 4738.538086
	Iteration 8Q: 3 clusters Score -1660087 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1660325.500000 Penalty: 4738.538086
	Iteration 9Q: 3 clusters Score -1660326 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1660503.625000 Penalty: 4738.538086
	Iteration 10Q: 3 clusters Score -1660504 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1660637.250000 Penalty: 4738.538086
	Iteration 11Q: 3 clusters Score -1660637 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1660756.875000 Penalty: 4738.538086
	Iteration 12Q: 3 clusters Score -1660757 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1660858.000000 Penalty: 4738.538086
	Iteration 13Q: 3 clusters Score -1660858 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1660929.750000 Penalty: 4738.538086
	Iteration 14Q: 3 clusters Score -1660930 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1660984.500000 Penalty: 4738.538086
	Iteration 15Q: 3 clusters Score -1660984 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1661032.625000 Penalty: 4738.538086
	Iteration 16Q: 3 clusters Score -1661033 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1661071.875000 Penalty: 4738.538086
	Iteration 17Q: 3 clusters Score -1661072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1661117.125000 Penalty: 4738.538086
	Iteration 18Q: 3 clusters Score -1661117 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1661159.125000 Penalty: 4738.538086
	Iteration 19Q: 3 clusters Score -1661159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1661188.500000 Penalty: 4738.538086
	Iteration 20F: 3 clusters Score -1661188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1661214.000000 Penalty: 4738.538086
	Iteration 21Q: 3 clusters Score -1661214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1661250.875000 Penalty: 4738.538086
	Iteration 22Q: 3 clusters Score -1661251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1661273.000000 Penalty: 4738.538086
	Iteration 23Q: 3 clusters Score -1661273 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1661302.000000 Penalty: 4738.538086
	Iteration 24Q: 3 clusters Score -1661302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1661330.500000 Penalty: 4738.538086
	Iteration 25Q: 3 clusters Score -1661330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1661364.250000 Penalty: 4738.538086
	Iteration 26Q: 3 clusters Score -1661364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1661400.500000 Penalty: 4738.538086
	Iteration 27Q: 3 clusters Score -1661400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1661419.500000 Penalty: 4738.538086
	Iteration 28Q: 3 clusters Score -1661420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1661430.375000 Penalty: 4738.538086
	Iteration 29Q: 3 clusters Score -1661430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1661435.250000 Penalty: 4738.538086
	Iteration 30Q: 3 clusters Score -1661435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1661443.000000 Penalty: 4738.538086
	Iteration 31Q: 3 clusters Score -1661443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1661446.125000 Penalty: 4738.538086
	Iteration 32Q: 3 clusters Score -1661446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1661457.500000 Penalty: 4738.538086
	Iteration 33Q: 3 clusters Score -1661458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1661464.875000 Penalty: 4738.538086
	Iteration 34Q: 3 clusters Score -1661465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1661470.625000 Penalty: 4738.538086
	Iteration 35Q: 3 clusters Score -1661471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1661471.750000 Penalty: 4738.538086
	Iteration 36Q: 3 clusters Score -1661472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1661473.500000 Penalty: 4738.538086
	Iteration 37Q: 3 clusters Score -1661474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1661475.625000 Penalty: 4738.538086
	Iteration 38Q: 3 clusters Score -1661476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1661478.000000 Penalty: 4738.538086
	Iteration 39Q: 3 clusters Score -1661478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1661478.000000 Penalty: 4738.538086
	Iteration 40F: 3 clusters Score -1661478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Entering Unmasked Estep 
Score: -1990408.000000 Penalty: 2390.698242
	Iteration 0F: 2 clusters Score -1990408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1979263.500000 Penalty: 4781.396484
	Iteration 0F: 3 clusters Score -1979264 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1982739.875000 Penalty: 4781.396484
	Iteration 1F: 3 clusters Score -1982740 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1983094.875000 Penalty: 4781.396484
	Iteration 2F: 3 clusters Score -1983095 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1983341.625000 Penalty: 4781.396484
	Iteration 3Q: 3 clusters Score -1983342 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1983570.875000 Penalty: 4781.396484
	Iteration 4Q: 3 clusters Score -1983571 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1983787.875000 Penalty: 4781.396484
	Iteration 5Q: 3 clusters Score -1983788 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1984072.625000 Penalty: 4781.396484
	Iteration 6Q: 3 clusters Score -1984073 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1984407.625000 Penalty: 4781.396484
	Iteration 7Q: 3 clusters Score -1984408 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1984824.125000 Penalty: 4781.396484
	Iteration 8Q: 3 clusters Score -1984824 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1985346.250000 Penalty: 4781.396484
	Iteration 9Q: 3 clusters Score -1985346 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1985939.750000 Penalty: 4781.396484
	Iteration 10F: 3 clusters Score -1985940 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1986541.000000 Penalty: 4781.396484
	Iteration 11Q: 3 clusters Score -1986541 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1987045.750000 Penalty: 4781.396484
	Iteration 12Q: 3 clusters Score -1987046 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1987473.625000 Penalty: 4781.396484
	Iteration 13Q: 3 clusters Score -1987474 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1987764.000000 Penalty: 4781.396484
	Iteration 14Q: 3 clusters Score -1987764 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1987935.500000 Penalty: 4781.396484
	Iteration 15Q: 3 clusters Score -1987936 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1988052.000000 Penalty: 4781.396484
	Iteration 16Q: 3 clusters Score -1988052 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1988133.875000 Penalty: 4781.396484
	Iteration 17Q: 3 clusters Score -1988134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1988178.125000 Penalty: 4781.396484
	Iteration 18Q: 3 clusters Score -1988178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1988210.625000 Penalty: 4781.396484
	Iteration 19Q: 3 clusters Score -1988211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1988230.250000 Penalty: 4781.396484
	Iteration 20F: 3 clusters Score -1988230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1988247.875000 Penalty: 4781.396484
	Iteration 21Q: 3 clusters Score -1988248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1988257.500000 Penalty: 4781.396484
	Iteration 22Q: 3 clusters Score -1988258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1988263.000000 Penalty: 4781.396484
	Iteration 23Q: 3 clusters Score -1988263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1988270.250000 Penalty: 4781.396484
	Iteration 24Q: 3 clusters Score -1988270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1988277.750000 Penalty: 4781.396484
	Iteration 25Q: 3 clusters Score -1988278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1988290.000000 Penalty: 4781.396484
	Iteration 26Q: 3 clusters Score -1988290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1988296.375000 Penalty: 4781.396484
	Iteration 27Q: 3 clusters Score -1988296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1988301.500000 Penalty: 4781.396484
	Iteration 28Q: 3 clusters Score -1988302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1988305.375000 Penalty: 4781.396484
	Iteration 29Q: 3 clusters Score -1988305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1988307.000000 Penalty: 4781.396484
	Iteration 30Q: 3 clusters Score -1988307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1988307.250000 Penalty: 4781.396484
	Iteration 31Q: 3 clusters Score -1988307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1988307.250000 Penalty: 4781.396484
	Iteration 32F: 3 clusters Score -1988307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Entering Unmasked Estep 
Score: -682826.625000 Penalty: 2144.105225
	Iteration 0F: 2 clusters Score -682826.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -677950.687500 Penalty: 4288.210449
	Iteration 0F: 3 clusters Score -677950.7 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -679363.812500 Penalty: 4288.210449
	Iteration 1F: 3 clusters Score -679363.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -679889.500000 Penalty: 4288.210449
	Iteration 2F: 3 clusters Score -679889.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -680357.187500 Penalty: 4288.210449
	Iteration 3F: 3 clusters Score -680357.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -680817.687500 Penalty: 4288.210449
	Iteration 4F: 3 clusters Score -680817.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -681291.000000 Penalty: 4288.210449
	Iteration 5F: 3 clusters Score -681291 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -681736.625000 Penalty: 4288.210449
	Iteration 6F: 3 clusters Score -681736.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -682029.562500 Penalty: 4288.210449
	Iteration 7F: 3 clusters Score -682029.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -682267.125000 Penalty: 4288.210449
	Iteration 8Q: 3 clusters Score -682267.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -682623.812500 Penalty: 4288.210449
	Iteration 9Q: 3 clusters Score -682623.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -682860.312500 Penalty: 4288.210449
	Iteration 10Q: 3 clusters Score -682860.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -683021.562500 Penalty: 4288.210449
	Iteration 11Q: 3 clusters Score -683021.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -683110.250000 Penalty: 4288.210449
	Iteration 12Q: 3 clusters Score -683110.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -683151.937500 Penalty: 4288.210449
	Iteration 13Q: 3 clusters Score -683151.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -683182.187500 Penalty: 4288.210449
	Iteration 14Q: 3 clusters Score -683182.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -683199.875000 Penalty: 4288.210449
	Iteration 15Q: 3 clusters Score -683199.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -683210.812500 Penalty: 4288.210449
	Iteration 16Q: 3 clusters Score -683210.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -683216.062500 Penalty: 4288.210449
	Iteration 17Q: 3 clusters Score -683216.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -683221.500000 Penalty: 4288.210449
	Iteration 18Q: 3 clusters Score -683221.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -683225.250000 Penalty: 4288.210449
	Iteration 19Q: 3 clusters Score -683225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -683245.000000 Penalty: 4288.210449
	Iteration 20F: 3 clusters Score -683245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -683267.187500 Penalty: 4288.210449
	Iteration 21Q: 3 clusters Score -683267.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -683272.562500 Penalty: 4288.210449
	Iteration 22Q: 3 clusters Score -683272.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -683279.937500 Penalty: 4288.210449
	Iteration 23Q: 3 clusters Score -683279.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -683286.375000 Penalty: 4288.210449
	Iteration 24Q: 3 clusters Score -683286.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -683290.250000 Penalty: 4288.210449
	Iteration 25Q: 3 clusters Score -683290.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -683291.937500 Penalty: 4288.210449
	Iteration 26Q: 3 clusters Score -683291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -683294.062500 Penalty: 4288.210449
	Iteration 27Q: 3 clusters Score -683294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -683297.937500 Penalty: 4288.210449
	Iteration 28Q: 3 clusters Score -683297.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -683299.812500 Penalty: 4288.210449
	Iteration 29Q: 3 clusters Score -683299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -683300.250000 Penalty: 4288.210449
	Iteration 30Q: 3 clusters Score -683300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -683304.500000 Penalty: 4288.210449
	Iteration 31Q: 3 clusters Score -683304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -683303.812500 Penalty: 4288.210449
	Iteration 32Q: 3 clusters Score -683303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -683303.812500 Penalty: 4288.210449
	Iteration 33F: 3 clusters Score -683303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56899 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 126404 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 7573 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 15 contains 117432 members 
Mstep: Class 16 contains 38908 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 20308 members 
Mstep: Class 22 contains 143836 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 25968 members 
Entering Unmasked Estep 
Score: -77934984.000000 Penalty: 72840.367188
Splitting cluster 10 changes total score from -77932880.000000 to -77934984.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (9502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Entering Unmasked Estep 
Score: -1224673.125000 Penalty: 2271.495850
	Iteration 0F: 2 clusters Score -1224673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1217340.000000 Penalty: 4542.991699
	Iteration 0F: 3 clusters Score -1217340 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1219497.125000 Penalty: 4542.991699
	Iteration 1F: 3 clusters Score -1219497 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1219897.125000 Penalty: 4542.991699
	Iteration 2F: 3 clusters Score -1219897 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1220297.625000 Penalty: 4542.991699
	Iteration 3F: 3 clusters Score -1220298 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1220736.625000 Penalty: 4542.991699
	Iteration 4F: 3 clusters Score -1220737 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1221212.250000 Penalty: 4542.991699
	Iteration 5F: 3 clusters Score -1221212 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1221643.625000 Penalty: 4542.991699
	Iteration 6F: 3 clusters Score -1221644 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1221990.375000 Penalty: 4542.991699
	Iteration 7F: 3 clusters Score -1221990 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1222275.250000 Penalty: 4542.991699
	Iteration 8Q: 3 clusters Score -1222275 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1222532.500000 Penalty: 4542.991699
	Iteration 9Q: 3 clusters Score -1222532 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1222726.250000 Penalty: 4542.991699
	Iteration 10Q: 3 clusters Score -1222726 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1222874.125000 Penalty: 4542.991699
	Iteration 11Q: 3 clusters Score -1222874 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1222981.875000 Penalty: 4542.991699
	Iteration 12Q: 3 clusters Score -1222982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1223071.500000 Penalty: 4542.991699
	Iteration 13Q: 3 clusters Score -1223072 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1223150.500000 Penalty: 4542.991699
	Iteration 14Q: 3 clusters Score -1223150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1223212.000000 Penalty: 4542.991699
	Iteration 15Q: 3 clusters Score -1223212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1223253.250000 Penalty: 4542.991699
	Iteration 16Q: 3 clusters Score -1223253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1223280.750000 Penalty: 4542.991699
	Iteration 17Q: 3 clusters Score -1223281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1223298.125000 Penalty: 4542.991699
	Iteration 18Q: 3 clusters Score -1223298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1223309.000000 Penalty: 4542.991699
	Iteration 19Q: 3 clusters Score -1223309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1223319.125000 Penalty: 4542.991699
	Iteration 20F: 3 clusters Score -1223319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1223327.625000 Penalty: 4542.991699
	Iteration 21Q: 3 clusters Score -1223328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1223332.375000 Penalty: 4542.991699
	Iteration 22Q: 3 clusters Score -1223332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1223336.250000 Penalty: 4542.991699
	Iteration 23Q: 3 clusters Score -1223336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1223337.375000 Penalty: 4542.991699
	Iteration 24Q: 3 clusters Score -1223337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1223343.375000 Penalty: 4542.991699
	Iteration 25Q: 3 clusters Score -1223343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1223345.750000 Penalty: 4542.991699
	Iteration 26Q: 3 clusters Score -1223346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1223348.375000 Penalty: 4542.991699
	Iteration 27Q: 3 clusters Score -1223348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1223352.000000 Penalty: 4542.991699
	Iteration 28Q: 3 clusters Score -1223352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1223355.375000 Penalty: 4542.991699
	Iteration 29Q: 3 clusters Score -1223355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1223357.125000 Penalty: 4542.991699
	Iteration 30Q: 3 clusters Score -1223357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1223357.125000 Penalty: 4542.991699
	Iteration 31F: 3 clusters Score -1223357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Entering Unmasked Estep 
Score: -884533.125000 Penalty: 2215.221436
	Iteration 0F: 2 clusters Score -884533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -879213.125000 Penalty: 4430.442871
	Iteration 0F: 3 clusters Score -879213.1 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -888810.500000 Penalty: 4430.442871
	Iteration 1F: 3 clusters Score -888810.5 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -892180.937500 Penalty: 4430.442871
	Iteration 2F: 3 clusters Score -892180.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -892858.000000 Penalty: 4430.442871
	Iteration 3F: 3 clusters Score -892858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -893002.562500 Penalty: 4430.442871
	Iteration 4Q: 3 clusters Score -893002.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -893038.125000 Penalty: 4430.442871
	Iteration 5Q: 3 clusters Score -893038.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -893051.625000 Penalty: 4430.442871
	Iteration 6Q: 3 clusters Score -893051.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -893053.500000 Penalty: 4430.442871
	Iteration 7Q: 3 clusters Score -893053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -893055.812500 Penalty: 4430.442871
	Iteration 8Q: 3 clusters Score -893055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -893056.250000 Penalty: 4430.442871
	Iteration 9Q: 3 clusters Score -893056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -893057.000000 Penalty: 4430.442871
	Iteration 10Q: 3 clusters Score -893057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -893061.312500 Penalty: 4430.442871
	Iteration 11Q: 3 clusters Score -893061.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -893063.125000 Penalty: 4430.442871
	Iteration 12Q: 3 clusters Score -893063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -893063.312500 Penalty: 4430.442871
	Iteration 13Q: 3 clusters Score -893063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -893063.312500 Penalty: 4430.442871
	Iteration 14F: 3 clusters Score -893063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56899 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 126404 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 117432 members 
Mstep: Class 16 contains 38908 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 20308 members 
Mstep: Class 22 contains 143836 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 25968 members 
Entering Unmasked Estep 
Score: -77942240.000000 Penalty: 76151.289062
Splitting cluster 12 changes total score from -77932880.000000 to -77942240.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 13 (4632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Entering Unmasked Estep 
Score: -590157.250000 Penalty: 2093.304688
	Iteration 0F: 2 clusters Score -590157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -585824.437500 Penalty: 4186.609375
	Iteration 0F: 3 clusters Score -585824.4 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -586830.375000 Penalty: 4186.609375
	Iteration 1F: 3 clusters Score -586830.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -587006.187500 Penalty: 4186.609375
	Iteration 2F: 3 clusters Score -587006.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -587129.875000 Penalty: 4186.609375
	Iteration 3Q: 3 clusters Score -587129.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -587255.375000 Penalty: 4186.609375
	Iteration 4Q: 3 clusters Score -587255.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -587440.062500 Penalty: 4186.609375
	Iteration 5Q: 3 clusters Score -587440.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -587611.562500 Penalty: 4186.609375
	Iteration 6Q: 3 clusters Score -587611.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -587773.812500 Penalty: 4186.609375
	Iteration 7Q: 3 clusters Score -587773.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -587909.250000 Penalty: 4186.609375
	Iteration 8Q: 3 clusters Score -587909.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -588052.812500 Penalty: 4186.609375
	Iteration 9Q: 3 clusters Score -588052.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -588183.687500 Penalty: 4186.609375
	Iteration 10Q: 3 clusters Score -588183.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -588333.312500 Penalty: 4186.609375
	Iteration 11Q: 3 clusters Score -588333.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -588495.375000 Penalty: 4186.609375
	Iteration 12Q: 3 clusters Score -588495.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -588631.250000 Penalty: 4186.609375
	Iteration 13Q: 3 clusters Score -588631.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -588763.687500 Penalty: 4186.609375
	Iteration 14Q: 3 clusters Score -588763.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -588854.437500 Penalty: 4186.609375
	Iteration 15Q: 3 clusters Score -588854.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -588921.312500 Penalty: 4186.609375
	Iteration 16Q: 3 clusters Score -588921.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -588969.312500 Penalty: 4186.609375
	Iteration 17Q: 3 clusters Score -588969.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -589007.687500 Penalty: 4186.609375
	Iteration 18Q: 3 clusters Score -589007.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -589036.750000 Penalty: 4186.609375
	Iteration 19Q: 3 clusters Score -589036.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -589055.125000 Penalty: 4186.609375
	Iteration 20F: 3 clusters Score -589055.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -589068.750000 Penalty: 4186.609375
	Iteration 21Q: 3 clusters Score -589068.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -589075.937500 Penalty: 4186.609375
	Iteration 22Q: 3 clusters Score -589075.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -589083.375000 Penalty: 4186.609375
	Iteration 23Q: 3 clusters Score -589083.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -589089.562500 Penalty: 4186.609375
	Iteration 24Q: 3 clusters Score -589089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -589095.937500 Penalty: 4186.609375
	Iteration 25Q: 3 clusters Score -589095.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -589101.625000 Penalty: 4186.609375
	Iteration 26Q: 3 clusters Score -589101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -589103.375000 Penalty: 4186.609375
	Iteration 27Q: 3 clusters Score -589103.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -589107.125000 Penalty: 4186.609375
	Iteration 28Q: 3 clusters Score -589107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -589109.312500 Penalty: 4186.609375
	Iteration 29Q: 3 clusters Score -589109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -589111.625000 Penalty: 4186.609375
	Iteration 30Q: 3 clusters Score -589111.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -589115.812500 Penalty: 4186.609375
	Iteration 31Q: 3 clusters Score -589115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -589119.062500 Penalty: 4186.609375
	Iteration 32Q: 3 clusters Score -589119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -589120.687500 Penalty: 4186.609375
	Iteration 33Q: 3 clusters Score -589120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -589122.125000 Penalty: 4186.609375
	Iteration 34Q: 3 clusters Score -589122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -589122.062500 Penalty: 4186.609375
	Iteration 35Q: 3 clusters Score -589122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -589122.062500 Penalty: 4186.609375
	Iteration 36F: 3 clusters Score -589122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (117432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117432 members 
Entering Unmasked Estep 
Score: -15007021.000000 Penalty: 2895.056396
	Iteration 0F: 2 clusters Score -1.500702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -14928554.000000 Penalty: 5790.112793
	Iteration 0F: 3 clusters Score -1.492855e+07 nChanged 55584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -14960610.000000 Penalty: 5790.112793
	Iteration 1F: 3 clusters Score -1.496061e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -14961735.000000 Penalty: 5790.112793
	Iteration 2Q: 3 clusters Score -1.496174e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -14963213.000000 Penalty: 5790.112793
	Iteration 3Q: 3 clusters Score -1.496321e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -14964949.000000 Penalty: 5790.112793
	Iteration 4Q: 3 clusters Score -1.496495e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -14967045.000000 Penalty: 5790.112793
	Iteration 5Q: 3 clusters Score -1.496704e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -14969135.000000 Penalty: 5790.112793
	Iteration 6Q: 3 clusters Score -1.496914e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -14971075.000000 Penalty: 5790.112793
	Iteration 7Q: 3 clusters Score -1.497108e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -14972934.000000 Penalty: 5790.112793
	Iteration 8Q: 3 clusters Score -1.497293e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -14974410.000000 Penalty: 5790.112793
	Iteration 9Q: 3 clusters Score -1.497441e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -14975664.000000 Penalty: 5790.112793
	Iteration 10Q: 3 clusters Score -1.497566e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -14976730.000000 Penalty: 5790.112793
	Iteration 11Q: 3 clusters Score -1.497673e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -14977668.000000 Penalty: 5790.112793
	Iteration 12Q: 3 clusters Score -1.497767e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -14978511.000000 Penalty: 5790.112793
	Iteration 13Q: 3 clusters Score -1.497851e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -14979257.000000 Penalty: 5790.112793
	Iteration 14Q: 3 clusters Score -1.497926e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -14979854.000000 Penalty: 5790.112793
	Iteration 15Q: 3 clusters Score -1.497985e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -14980534.000000 Penalty: 5790.112793
	Iteration 16Q: 3 clusters Score -1.498053e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -14981166.000000 Penalty: 5790.112793
	Iteration 17Q: 3 clusters Score -1.498117e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -14981905.000000 Penalty: 5790.112793
	Iteration 18Q: 3 clusters Score -1.49819e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -14982530.000000 Penalty: 5790.112793
	Iteration 19Q: 3 clusters Score -1.498253e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -14983397.000000 Penalty: 5790.112793
	Iteration 20F: 3 clusters Score -1.49834e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -14984307.000000 Penalty: 5790.112793
	Iteration 21Q: 3 clusters Score -1.498431e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -14985714.000000 Penalty: 5790.112793
	Iteration 22Q: 3 clusters Score -1.498571e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -14987547.000000 Penalty: 5790.112793
	Iteration 23Q: 3 clusters Score -1.498755e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -14990494.000000 Penalty: 5790.112793
	Iteration 24Q: 3 clusters Score -1.499049e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -14994722.000000 Penalty: 5790.112793
	Iteration 25Q: 3 clusters Score -1.499472e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -14999034.000000 Penalty: 5790.112793
	Iteration 26Q: 3 clusters Score -1.499903e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -15002395.000000 Penalty: 5790.112793
	Iteration 27Q: 3 clusters Score -1.50024e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -15004588.000000 Penalty: 5790.112793
	Iteration 28Q: 3 clusters Score -1.500459e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -15005915.000000 Penalty: 5790.112793
	Iteration 29Q: 3 clusters Score -1.500592e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -15006746.000000 Penalty: 5790.112793
	Iteration 30Q: 3 clusters Score -1.500675e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -15007396.000000 Penalty: 5790.112793
	Iteration 31Q: 3 clusters Score -1.50074e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -15007802.000000 Penalty: 5790.112793
	Iteration 32Q: 3 clusters Score -1.50078e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -15008325.000000 Penalty: 5790.112793
	Iteration 33Q: 3 clusters Score -1.500832e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -15008618.000000 Penalty: 5790.112793
	Iteration 34Q: 3 clusters Score -1.500862e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69178 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -15008914.000000 Penalty: 5790.112793
	Iteration 35Q: 3 clusters Score -1.500891e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -15009070.000000 Penalty: 5790.112793
	Iteration 36Q: 3 clusters Score -1.500907e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -15009236.000000 Penalty: 5790.112793
	Iteration 37Q: 3 clusters Score -1.500924e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -15009347.000000 Penalty: 5790.112793
	Iteration 38Q: 3 clusters Score -1.500935e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -15009388.000000 Penalty: 5790.112793
	Iteration 39Q: 3 clusters Score -1.500939e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -15009465.000000 Penalty: 5790.112793
	Iteration 40F: 3 clusters Score -1.500946e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -15009472.000000 Penalty: 5790.112793
	Iteration 41Q: 3 clusters Score -1.500947e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -15009483.000000 Penalty: 5790.112793
	Iteration 42Q: 3 clusters Score -1.500948e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73422 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -15009509.000000 Penalty: 5790.112793
	Iteration 43Q: 3 clusters Score -1.500951e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -15009493.000000 Penalty: 5790.112793
	Iteration 44Q: 3 clusters Score -1.500949e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -15009557.000000 Penalty: 5790.112793
	Iteration 45Q: 3 clusters Score -1.500956e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -15009586.000000 Penalty: 5790.112793
	Iteration 46Q: 3 clusters Score -1.500959e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -15009582.000000 Penalty: 5790.112793
	Iteration 47Q: 3 clusters Score -1.500958e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -15009616.000000 Penalty: 5790.112793
	Iteration 48Q: 3 clusters Score -1.500962e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -15009605.000000 Penalty: 5790.112793
	Iteration 49Q: 3 clusters Score -1.50096e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -15009598.000000 Penalty: 5790.112793
	Iteration 50Q: 3 clusters Score -1.50096e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -15009603.000000 Penalty: 5790.112793
	Iteration 51Q: 3 clusters Score -1.50096e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -15009611.000000 Penalty: 5790.112793
	Iteration 52Q: 3 clusters Score -1.500961e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -15009611.000000 Penalty: 5790.112793
	Iteration 53Q: 3 clusters Score -1.500961e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75435 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -15009638.000000 Penalty: 5790.112793
	Iteration 54Q: 3 clusters Score -1.500964e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -15009614.000000 Penalty: 5790.112793
	Iteration 55Q: 3 clusters Score -1.500961e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -15009628.000000 Penalty: 5790.112793
	Iteration 56Q: 3 clusters Score -1.500963e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -15009627.000000 Penalty: 5790.112793
	Iteration 57Q: 3 clusters Score -1.500963e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -15009629.000000 Penalty: 5790.112793
	Iteration 58Q: 3 clusters Score -1.500963e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -15009643.000000 Penalty: 5790.112793
	Iteration 59Q: 3 clusters Score -1.500964e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -15009650.000000 Penalty: 5790.112793
	Iteration 60F: 3 clusters Score -1.500965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -15009651.000000 Penalty: 5790.112793
	Iteration 61Q: 3 clusters Score -1.500965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -15009647.000000 Penalty: 5790.112793
	Iteration 62Q: 3 clusters Score -1.500965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -15009656.000000 Penalty: 5790.112793
	Iteration 63Q: 3 clusters Score -1.500966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -15009658.000000 Penalty: 5790.112793
	Iteration 64Q: 3 clusters Score -1.500966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -15009645.000000 Penalty: 5790.112793
	Iteration 65Q: 3 clusters Score -1.500964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -15009623.000000 Penalty: 5790.112793
	Iteration 66Q: 3 clusters Score -1.500962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -15009632.000000 Penalty: 5790.112793
	Iteration 67Q: 3 clusters Score -1.500963e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -15009629.000000 Penalty: 5790.112793
	Iteration 68Q: 3 clusters Score -1.500963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -15009621.000000 Penalty: 5790.112793
	Iteration 69Q: 3 clusters Score -1.500962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -15009639.000000 Penalty: 5790.112793
	Iteration 70Q: 3 clusters Score -1.500964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76004 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -15009650.000000 Penalty: 5790.112793
	Iteration 71Q: 3 clusters Score -1.500965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -15009656.000000 Penalty: 5790.112793
	Iteration 72Q: 3 clusters Score -1.500966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -15009653.000000 Penalty: 5790.112793
	Iteration 73Q: 3 clusters Score -1.500965e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -15009660.000000 Penalty: 5790.112793
	Iteration 74Q: 3 clusters Score -1.500966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -15009665.000000 Penalty: 5790.112793
	Iteration 75Q: 3 clusters Score -1.500966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -15009674.000000 Penalty: 5790.112793
	Iteration 76Q: 3 clusters Score -1.500967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -15009670.000000 Penalty: 5790.112793
	Iteration 77Q: 3 clusters Score -1.500967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -15009672.000000 Penalty: 5790.112793
	Iteration 78Q: 3 clusters Score -1.500967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -15009663.000000 Penalty: 5790.112793
	Iteration 79Q: 3 clusters Score -1.500966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -15009656.000000 Penalty: 5790.112793
	Iteration 80F: 3 clusters Score -1.500966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -15009653.000000 Penalty: 5790.112793
	Iteration 81Q: 3 clusters Score -1.500965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -15009669.000000 Penalty: 5790.112793
	Iteration 82Q: 3 clusters Score -1.500967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -15009677.000000 Penalty: 5790.112793
	Iteration 83Q: 3 clusters Score -1.500968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -15009673.000000 Penalty: 5790.112793
	Iteration 84Q: 3 clusters Score -1.500967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -15009675.000000 Penalty: 5790.112793
	Iteration 85Q: 3 clusters Score -1.500968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -15009668.000000 Penalty: 5790.112793
	Iteration 86Q: 3 clusters Score -1.500967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -15009665.000000 Penalty: 5790.112793
	Iteration 87Q: 3 clusters Score -1.500966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -15009671.000000 Penalty: 5790.112793
	Iteration 88Q: 3 clusters Score -1.500967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -15009649.000000 Penalty: 5790.112793
	Iteration 89Q: 3 clusters Score -1.500965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -15009644.000000 Penalty: 5790.112793
	Iteration 90Q: 3 clusters Score -1.500964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -15009642.000000 Penalty: 5790.112793
	Iteration 91Q: 3 clusters Score -1.500964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -15009644.000000 Penalty: 5790.112793
	Iteration 92Q: 3 clusters Score -1.500964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -15009648.000000 Penalty: 5790.112793
	Iteration 93Q: 3 clusters Score -1.500965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -15009648.000000 Penalty: 5790.112793
	Iteration 94Q: 3 clusters Score -1.500965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -15009648.000000 Penalty: 5790.112793
	Iteration 95Q: 3 clusters Score -1.500965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -15009652.000000 Penalty: 5790.112793
	Iteration 96Q: 3 clusters Score -1.500965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -15009657.000000 Penalty: 5790.112793
	Iteration 97Q: 3 clusters Score -1.500966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -15009662.000000 Penalty: 5790.112793
	Iteration 98Q: 3 clusters Score -1.500966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -15009664.000000 Penalty: 5790.112793
	Iteration 99Q: 3 clusters Score -1.500966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -15009667.000000 Penalty: 5790.112793
	Iteration 100F: 3 clusters Score -1.500967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -15009660.000000 Penalty: 5790.112793
	Iteration 101Q: 3 clusters Score -1.500966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -15009656.000000 Penalty: 5790.112793
	Iteration 102Q: 3 clusters Score -1.500966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -15009651.000000 Penalty: 5790.112793
	Iteration 103Q: 3 clusters Score -1.500965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -15009663.000000 Penalty: 5790.112793
	Iteration 104Q: 3 clusters Score -1.500966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -15009657.000000 Penalty: 5790.112793
	Iteration 105Q: 3 clusters Score -1.500966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -15009655.000000 Penalty: 5790.112793
	Iteration 106Q: 3 clusters Score -1.500966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -15009652.000000 Penalty: 5790.112793
	Iteration 107Q: 3 clusters Score -1.500965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -15009649.000000 Penalty: 5790.112793
	Iteration 108Q: 3 clusters Score -1.500965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -15009650.000000 Penalty: 5790.112793
	Iteration 109Q: 3 clusters Score -1.500965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -15009657.000000 Penalty: 5790.112793
	Iteration 110Q: 3 clusters Score -1.500966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -15009663.000000 Penalty: 5790.112793
	Iteration 111Q: 3 clusters Score -1.500966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -15009665.000000 Penalty: 5790.112793
	Iteration 112Q: 3 clusters Score -1.500966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -15009657.000000 Penalty: 5790.112793
	Iteration 113Q: 3 clusters Score -1.500966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -15009657.000000 Penalty: 5790.112793
	Iteration 114Q: 3 clusters Score -1.500966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -15009657.000000 Penalty: 5790.112793
	Iteration 115Q: 3 clusters Score -1.500966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -15009653.000000 Penalty: 5790.112793
	Iteration 116Q: 3 clusters Score -1.500965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -15009653.000000 Penalty: 5790.112793
	Iteration 117F: 3 clusters Score -1.500965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56899 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 126404 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 76431 members 
Mstep: Class 16 contains 38908 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 20 contains 41001 members 
Mstep: Class 21 contains 20308 members 
Mstep: Class 22 contains 143836 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 25968 members 
Entering Unmasked Estep 
Score: -77944432.000000 Penalty: 79462.218750
Splitting cluster 15 changes total score from -77932880.000000 to -77944432.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (38908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Entering Unmasked Estep 
Score: -4913717.500000 Penalty: 2621.100830
	Iteration 0F: 2 clusters Score -4913718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -4887333.500000 Penalty: 5242.201660
	Iteration 0F: 3 clusters Score -4887334 nChanged 17830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4898282.500000 Penalty: 5242.201660
	Iteration 1F: 3 clusters Score -4898282 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4901149.000000 Penalty: 5242.201660
	Iteration 2F: 3 clusters Score -4901149 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -4905030.000000 Penalty: 5242.201660
	Iteration 3F: 3 clusters Score -4905030 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -4908741.500000 Penalty: 5242.201660
	Iteration 4F: 3 clusters Score -4908742 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4911009.500000 Penalty: 5242.201660
	Iteration 5F: 3 clusters Score -4911010 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4912089.000000 Penalty: 5242.201660
	Iteration 6F: 3 clusters Score -4912089 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -4912523.500000 Penalty: 5242.201660
	Iteration 7Q: 3 clusters Score -4912524 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -4912777.500000 Penalty: 5242.201660
	Iteration 8Q: 3 clusters Score -4912778 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -4912881.000000 Penalty: 5242.201660
	Iteration 9Q: 3 clusters Score -4912881 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -4912941.500000 Penalty: 5242.201660
	Iteration 10Q: 3 clusters Score -4912942 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -4912981.500000 Penalty: 5242.201660
	Iteration 11Q: 3 clusters Score -4912982 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -4913015.500000 Penalty: 5242.201660
	Iteration 12Q: 3 clusters Score -4913016 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4913039.500000 Penalty: 5242.201660
	Iteration 13Q: 3 clusters Score -4913040 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -4913062.000000 Penalty: 5242.201660
	Iteration 14Q: 3 clusters Score -4913062 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -4913124.000000 Penalty: 5242.201660
	Iteration 15Q: 3 clusters Score -4913124 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4913207.000000 Penalty: 5242.201660
	Iteration 16Q: 3 clusters Score -4913207 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -4913324.000000 Penalty: 5242.201660
	Iteration 17Q: 3 clusters Score -4913324 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -4913445.500000 Penalty: 5242.201660
	Iteration 18Q: 3 clusters Score -4913446 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -4913676.000000 Penalty: 5242.201660
	Iteration 19Q: 3 clusters Score -4913676 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4914102.000000 Penalty: 5242.201660
	Iteration 20F: 3 clusters Score -4914102 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4914525.000000 Penalty: 5242.201660
	Iteration 21Q: 3 clusters Score -4914525 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -4914657.500000 Penalty: 5242.201660
	Iteration 22Q: 3 clusters Score -4914658 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -4914739.500000 Penalty: 5242.201660
	Iteration 23Q: 3 clusters Score -4914740 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4914780.500000 Penalty: 5242.201660
	Iteration 24Q: 3 clusters Score -4914780 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4914838.000000 Penalty: 5242.201660
	Iteration 25Q: 3 clusters Score -4914838 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4914867.500000 Penalty: 5242.201660
	Iteration 26Q: 3 clusters Score -4914868 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4914878.000000 Penalty: 5242.201660
	Iteration 27Q: 3 clusters Score -4914878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4914892.500000 Penalty: 5242.201660
	Iteration 28Q: 3 clusters Score -4914892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -4914885.500000 Penalty: 5242.201660
	Iteration 29Q: 3 clusters Score -4914886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4914894.500000 Penalty: 5242.201660
	Iteration 30Q: 3 clusters Score -4914894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4914911.500000 Penalty: 5242.201660
	Iteration 31Q: 3 clusters Score -4914912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4914918.500000 Penalty: 5242.201660
	Iteration 32Q: 3 clusters Score -4914918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4914918.500000 Penalty: 5242.201660
	Iteration 33Q: 3 clusters Score -4914918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4914910.000000 Penalty: 5242.201660
	Iteration 34Q: 3 clusters Score -4914910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4914911.000000 Penalty: 5242.201660
	Iteration 35Q: 3 clusters Score -4914911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4914915.000000 Penalty: 5242.201660
	Iteration 36Q: 3 clusters Score -4914915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -4914919.000000 Penalty: 5242.201660
	Iteration 37Q: 3 clusters Score -4914919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -4914919.500000 Penalty: 5242.201660
	Iteration 38Q: 3 clusters Score -4914920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4914913.500000 Penalty: 5242.201660
	Iteration 39Q: 3 clusters Score -4914914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4914920.000000 Penalty: 5242.201660
	Iteration 40F: 3 clusters Score -4914920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -4914920.500000 Penalty: 5242.201660
	Iteration 41Q: 3 clusters Score -4914920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4914928.000000 Penalty: 5242.201660
	Iteration 42Q: 3 clusters Score -4914928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4914922.500000 Penalty: 5242.201660
	Iteration 43Q: 3 clusters Score -4914922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4914922.500000 Penalty: 5242.201660
	Iteration 44Q: 3 clusters Score -4914922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4914922.500000 Penalty: 5242.201660
	Iteration 45F: 3 clusters Score -4914922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56899 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 126404 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 76431 members 
Mstep: Class 16 contains 6178 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 20 contains 41001 members 
Mstep: Class 21 contains 20308 members 
Mstep: Class 22 contains 143836 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 25968 members 
Mstep: Class 25 contains 32730 members 
Entering Unmasked Estep 
Score: -77944488.000000 Penalty: 82773.140625
Splitting cluster 16 changes total score from -77932880.000000 to -77944488.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -196594.671875 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -196594.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194241.796875 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -194241.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -195326.593750 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -195326.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -195953.515625 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -195953.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -196304.015625 Penalty: 3707.486816
	Iteration 3F: 3 clusters Score -196304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -196492.734375 Penalty: 3707.486816
	Iteration 4F: 3 clusters Score -196492.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -196568.734375 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -196568.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -196642.234375 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -196642.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -196693.765625 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -196693.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -196726.046875 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -196726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -196745.640625 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -196745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -196770.468750 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -196770.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -196799.312500 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -196799.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -196823.703125 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -196823.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -196836.859375 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -196836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -196841.015625 Penalty: 3707.486816
	Iteration 14Q: 3 clusters Score -196841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -196841.015625 Penalty: 3707.486816
	Iteration 15F: 3 clusters Score -196841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56899 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 126404 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 76431 members 
Mstep: Class 16 contains 6178 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 20 contains 41001 members 
Mstep: Class 21 contains 20308 members 
Mstep: Class 22 contains 143836 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 25968 members 
Mstep: Class 25 contains 32730 members 
Mstep: Class 26 contains 343 members 
Entering Unmasked Estep 
Score: -77943304.000000 Penalty: 86084.070312
Splitting cluster 17 changes total score from -77932880.000000 to -77943304.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -273206.937500 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -273206.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -270532.781250 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -270532.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -270979.125000 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -270979.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -271116.562500 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -271116.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -271189.562500 Penalty: 3794.483887
	Iteration 3Q: 3 clusters Score -271189.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -271231.750000 Penalty: 3794.483887
	Iteration 4Q: 3 clusters Score -271231.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -271259.968750 Penalty: 3794.483887
	Iteration 5Q: 3 clusters Score -271260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -271285.031250 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -271285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -271299.906250 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -271299.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -271307.343750 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -271307.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -271312.718750 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -271312.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -271315.062500 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -271315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -271318.437500 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -271318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -271319.875000 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -271319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -271323.781250 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -271323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -271325.468750 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -271325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -271325.687500 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -271325.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -271325.687500 Penalty: 3794.483887
	Iteration 16F: 3 clusters Score -271325.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -353923.468750 Penalty: 2006.647583
	Iteration 0F: 2 clusters Score -353923.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -351121.750000 Penalty: 4013.295166
	Iteration 0F: 3 clusters Score -351121.8 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -356388.937500 Penalty: 4013.295166
	Iteration 1F: 3 clusters Score -356388.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -359450.968750 Penalty: 4013.295166
	Iteration 2F: 3 clusters Score -359451 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -360417.843750 Penalty: 4013.295166
	Iteration 3F: 3 clusters Score -360417.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -360783.968750 Penalty: 4013.295166
	Iteration 4Q: 3 clusters Score -360784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -360884.375000 Penalty: 4013.295166
	Iteration 5Q: 3 clusters Score -360884.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -360961.843750 Penalty: 4013.295166
	Iteration 6Q: 3 clusters Score -360961.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -361042.843750 Penalty: 4013.295166
	Iteration 7Q: 3 clusters Score -361042.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -361196.156250 Penalty: 4013.295166
	Iteration 8Q: 3 clusters Score -361196.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -361509.406250 Penalty: 4013.295166
	Iteration 9Q: 3 clusters Score -361509.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -361647.718750 Penalty: 4013.295166
	Iteration 10Q: 3 clusters Score -361647.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -361721.812500 Penalty: 4013.295166
	Iteration 11Q: 3 clusters Score -361721.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -361776.000000 Penalty: 4013.295166
	Iteration 12Q: 3 clusters Score -361776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -361817.406250 Penalty: 4013.295166
	Iteration 13Q: 3 clusters Score -361817.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -361868.093750 Penalty: 4013.295166
	Iteration 14Q: 3 clusters Score -361868.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -361904.375000 Penalty: 4013.295166
	Iteration 15Q: 3 clusters Score -361904.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -361950.031250 Penalty: 4013.295166
	Iteration 16Q: 3 clusters Score -361950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -362019.375000 Penalty: 4013.295166
	Iteration 17Q: 3 clusters Score -362019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -362053.062500 Penalty: 4013.295166
	Iteration 18Q: 3 clusters Score -362053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -362118.531250 Penalty: 4013.295166
	Iteration 19Q: 3 clusters Score -362118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -362425.312500 Penalty: 4013.295166
	Iteration 20F: 3 clusters Score -362425.3 nChanged 47
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: -363216.812500 Penalty: 4013.295166
	Iteration 21Q: 3 clusters Score -363216.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -363275.312500 Penalty: 4013.295166
	Iteration 22Q: 3 clusters Score -363275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -363275.531250 Penalty: 4013.295166
	Iteration 23Q: 3 clusters Score -363275.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -363275.531250 Penalty: 4013.295166
	Iteration 24F: 3 clusters Score -363275.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 56899 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 126404 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 6696 members 
Mstep: Class 15 contains 76431 members 
Mstep: Class 16 contains 6178 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 41001 members 
Mstep: Class 21 contains 20308 members 
Mstep: Class 22 contains 143836 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 25968 members 
Mstep: Class 25 contains 32730 members 
Mstep: Class 26 contains 343 members 
Mstep: Class 27 contains 2110 members 
Entering Unmasked Estep 
Score: -77951344.000000 Penalty: 89394.992188
Splitting cluster 19 changes total score from -77932880.000000 to -77951344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (20308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Entering Unmasked Estep 
Score: -2495075.250000 Penalty: 2459.854980
	Iteration 0F: 2 clusters Score -2495075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2480820.000000 Penalty: 4919.709961
	Iteration 0F: 3 clusters Score -2480820 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2485778.250000 Penalty: 4919.709961
	Iteration 1F: 3 clusters Score -2485778 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2486650.250000 Penalty: 4919.709961
	Iteration 2F: 3 clusters Score -2486650 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2487574.250000 Penalty: 4919.709961
	Iteration 3F: 3 clusters Score -2487574 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2488415.250000 Penalty: 4919.709961
	Iteration 4F: 3 clusters Score -2488415 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2489124.500000 Penalty: 4919.709961
	Iteration 5F: 3 clusters Score -2489124 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2489654.250000 Penalty: 4919.709961
	Iteration 6F: 3 clusters Score -2489654 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2490015.250000 Penalty: 4919.709961
	Iteration 7Q: 3 clusters Score -2490015 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2490260.750000 Penalty: 4919.709961
	Iteration 8Q: 3 clusters Score -2490261 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2490419.000000 Penalty: 4919.709961
	Iteration 9Q: 3 clusters Score -2490419 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2490569.500000 Penalty: 4919.709961
	Iteration 10Q: 3 clusters Score -2490570 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2490708.000000 Penalty: 4919.709961
	Iteration 11Q: 3 clusters Score -2490708 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2490816.000000 Penalty: 4919.709961
	Iteration 12Q: 3 clusters Score -2490816 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2490947.250000 Penalty: 4919.709961
	Iteration 13Q: 3 clusters Score -2490947 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2491082.750000 Penalty: 4919.709961
	Iteration 14Q: 3 clusters Score -2491083 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2491272.500000 Penalty: 4919.709961
	Iteration 15Q: 3 clusters Score -2491272 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2491465.000000 Penalty: 4919.709961
	Iteration 16Q: 3 clusters Score -2491465 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2491690.750000 Penalty: 4919.709961
	Iteration 17Q: 3 clusters Score -2491691 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2491932.750000 Penalty: 4919.709961
	Iteration 18Q: 3 clusters Score -2491933 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2492193.000000 Penalty: 4919.709961
	Iteration 19Q: 3 clusters Score -2492193 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2492451.750000 Penalty: 4919.709961
	Iteration 20F: 3 clusters Score -2492452 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2492726.000000 Penalty: 4919.709961
	Iteration 21Q: 3 clusters Score -2492726 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2492946.250000 Penalty: 4919.709961
	Iteration 22Q: 3 clusters Score -2492946 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2493162.000000 Penalty: 4919.709961
	Iteration 23Q: 3 clusters Score -2493162 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2493327.250000 Penalty: 4919.709961
	Iteration 24Q: 3 clusters Score -2493327 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2493451.000000 Penalty: 4919.709961
	Iteration 25Q: 3 clusters Score -2493451 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2493543.750000 Penalty: 4919.709961
	Iteration 26Q: 3 clusters Score -2493544 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2493606.000000 Penalty: 4919.709961
	Iteration 27Q: 3 clusters Score -2493606 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2493665.000000 Penalty: 4919.709961
	Iteration 28Q: 3 clusters Score -2493665 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2493714.250000 Penalty: 4919.709961
	Iteration 29Q: 3 clusters Score -2493714 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2493752.250000 Penalty: 4919.709961
	Iteration 30Q: 3 clusters Score -2493752 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2493773.500000 Penalty: 4919.709961
	Iteration 31Q: 3 clusters Score -2493774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2493796.750000 Penalty: 4919.709961
	Iteration 32Q: 3 clusters Score -2493797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2493831.750000 Penalty: 4919.709961
	Iteration 33Q: 3 clusters Score -2493832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2493856.500000 Penalty: 4919.709961
	Iteration 34Q: 3 clusters Score -2493856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2493882.250000 Penalty: 4919.709961
	Iteration 35Q: 3 clusters Score -2493882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2493899.750000 Penalty: 4919.709961
	Iteration 36Q: 3 clusters Score -2493900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2493927.000000 Penalty: 4919.709961
	Iteration 37Q: 3 clusters Score -2493927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2493934.000000 Penalty: 4919.709961
	Iteration 38Q: 3 clusters Score -2493934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2493948.750000 Penalty: 4919.709961
	Iteration 39Q: 3 clusters Score -2493949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2493951.000000 Penalty: 4919.709961
	Iteration 40F: 3 clusters Score -2493951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2493953.750000 Penalty: 4919.709961
	Iteration 41Q: 3 clusters Score -2493954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2493953.000000 Penalty: 4919.709961
	Iteration 42Q: 3 clusters Score -2493953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2493956.750000 Penalty: 4919.709961
	Iteration 43Q: 3 clusters Score -2493957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2493957.750000 Penalty: 4919.709961
	Iteration 44Q: 3 clusters Score -2493958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2493964.000000 Penalty: 4919.709961
	Iteration 45Q: 3 clusters Score -2493964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2493969.250000 Penalty: 4919.709961
	Iteration 46Q: 3 clusters Score -2493969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2493969.000000 Penalty: 4919.709961
	Iteration 47Q: 3 clusters Score -2493969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2493969.000000 Penalty: 4919.709961
	Iteration 48Q: 3 clusters Score -2493969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2493972.000000 Penalty: 4919.709961
	Iteration 49Q: 3 clusters Score -2493972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2493972.000000 Penalty: 4919.709961
	Iteration 50F: 3 clusters Score -2493972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (143836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143836 members 
Entering Unmasked Estep 
Score: -18457308.000000 Penalty: 2945.354248
	Iteration 0F: 2 clusters Score -1.845731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -18360942.000000 Penalty: 5890.708496
	Iteration 0F: 3 clusters Score -1.836094e+07 nChanged 68791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -18400494.000000 Penalty: 5890.708496
	Iteration 1F: 3 clusters Score -1.840049e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -18401880.000000 Penalty: 5890.708496
	Iteration 2Q: 3 clusters Score -1.840188e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -18404404.000000 Penalty: 5890.708496
	Iteration 3Q: 3 clusters Score -1.84044e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -18408856.000000 Penalty: 5890.708496
	Iteration 4F: 3 clusters Score -1.840886e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -18416772.000000 Penalty: 5890.708496
	Iteration 5F: 3 clusters Score -1.841677e+07 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -18428980.000000 Penalty: 5890.708496
	Iteration 6F: 3 clusters Score -1.842898e+07 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 130994 members 
Entering Unmasked Estep 
Score: -18441928.000000 Penalty: 5890.708496
	Iteration 7F: 3 clusters Score -1.844193e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 139054 members 
Entering Unmasked Estep 
Score: -18450140.000000 Penalty: 5890.708496
	Iteration 8F: 3 clusters Score -1.845014e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 142343 members 
Entering Unmasked Estep 
Score: -18453322.000000 Penalty: 5890.708496
	Iteration 9Q: 3 clusters Score -1.845332e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 143302 members 
Entering Unmasked Estep 
Score: -18454214.000000 Penalty: 5890.708496
	Iteration 10Q: 3 clusters Score -1.845421e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 143546 members 
Entering Unmasked Estep 
Score: -18454476.000000 Penalty: 5890.708496
	Iteration 11Q: 3 clusters Score -1.845448e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 143596 members 
Entering Unmasked Estep 
Score: -18454576.000000 Penalty: 5890.708496
	Iteration 12Q: 3 clusters Score -1.845458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 143621 members 
Entering Unmasked Estep 
Score: -18454618.000000 Penalty: 5890.708496
	Iteration 13Q: 3 clusters Score -1.845462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 143623 members 
Entering Unmasked Estep 
Score: -18454654.000000 Penalty: 5890.708496
	Iteration 14Q: 3 clusters Score -1.845465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143629 members 
Entering Unmasked Estep 
Score: -18454666.000000 Penalty: 5890.708496
	Iteration 15Q: 3 clusters Score -1.845467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 143633 members 
Entering Unmasked Estep 
Score: -18454678.000000 Penalty: 5890.708496
	Iteration 16Q: 3 clusters Score -1.845468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 143632 members 
Entering Unmasked Estep 
Score: -18454678.000000 Penalty: 5890.708496
	Iteration 17Q: 3 clusters Score -1.845468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 143631 members 
Entering Unmasked Estep 
Score: -18454680.000000 Penalty: 5890.708496
	Iteration 18Q: 3 clusters Score -1.845468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 143631 members 
Entering Unmasked Estep 
Score: -18454680.000000 Penalty: 5890.708496
	Iteration 19F: 3 clusters Score -1.845468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Entering Unmasked Estep 
Score: -681670.937500 Penalty: 2125.071289
	Iteration 0F: 2 clusters Score -681670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -677004.500000 Penalty: 4250.142578
	Iteration 0F: 3 clusters Score -677004.5 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -678173.937500 Penalty: 4250.142578
	Iteration 1F: 3 clusters Score -678173.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -678444.875000 Penalty: 4250.142578
	Iteration 2F: 3 clusters Score -678444.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -678688.875000 Penalty: 4250.142578
	Iteration 3F: 3 clusters Score -678688.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -678922.500000 Penalty: 4250.142578
	Iteration 4F: 3 clusters Score -678922.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -679197.812500 Penalty: 4250.142578
	Iteration 5F: 3 clusters Score -679197.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -679566.937500 Penalty: 4250.142578
	Iteration 6F: 3 clusters Score -679566.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -680043.875000 Penalty: 4250.142578
	Iteration 7F: 3 clusters Score -680043.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -680424.562500 Penalty: 4250.142578
	Iteration 8F: 3 clusters Score -680424.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -680649.312500 Penalty: 4250.142578
	Iteration 9Q: 3 clusters Score -680649.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -680801.937500 Penalty: 4250.142578
	Iteration 10Q: 3 clusters Score -680801.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -680913.812500 Penalty: 4250.142578
	Iteration 11Q: 3 clusters Score -680913.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -680980.312500 Penalty: 4250.142578
	Iteration 12Q: 3 clusters Score -680980.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -681013.125000 Penalty: 4250.142578
	Iteration 13Q: 3 clusters Score -681013.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -681039.375000 Penalty: 4250.142578
	Iteration 14Q: 3 clusters Score -681039.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -681066.687500 Penalty: 4250.142578
	Iteration 15Q: 3 clusters Score -681066.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -681094.375000 Penalty: 4250.142578
	Iteration 16Q: 3 clusters Score -681094.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -681110.687500 Penalty: 4250.142578
	Iteration 17Q: 3 clusters Score -681110.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -681129.375000 Penalty: 4250.142578
	Iteration 18Q: 3 clusters Score -681129.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -681141.687500 Penalty: 4250.142578
	Iteration 19Q: 3 clusters Score -681141.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -681155.437500 Penalty: 4250.142578
	Iteration 20F: 3 clusters Score -681155.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -681165.562500 Penalty: 4250.142578
	Iteration 21Q: 3 clusters Score -681165.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -681167.937500 Penalty: 4250.142578
	Iteration 22Q: 3 clusters Score -681167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -681173.062500 Penalty: 4250.142578
	Iteration 23Q: 3 clusters Score -681173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -681175.187500 Penalty: 4250.142578
	Iteration 24Q: 3 clusters Score -681175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -681176.500000 Penalty: 4250.142578
	Iteration 25Q: 3 clusters Score -681176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -681177.625000 Penalty: 4250.142578
	Iteration 26Q: 3 clusters Score -681177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -681178.687500 Penalty: 4250.142578
	Iteration 27Q: 3 clusters Score -681178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -681179.687500 Penalty: 4250.142578
	Iteration 28Q: 3 clusters Score -681179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -681179.687500 Penalty: 4250.142578
	Iteration 29F: 3 clusters Score -681179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Entering Unmasked Estep 
Score: -3073343.500000 Penalty: 2520.825928
	Iteration 0F: 2 clusters Score -3073344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3055454.250000 Penalty: 5041.651855
	Iteration 0F: 3 clusters Score -3055454 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3061830.500000 Penalty: 5041.651855
	Iteration 1F: 3 clusters Score -3061830 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3062346.750000 Penalty: 5041.651855
	Iteration 2F: 3 clusters Score -3062347 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3062904.500000 Penalty: 5041.651855
	Iteration 3Q: 3 clusters Score -3062904 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3063496.250000 Penalty: 5041.651855
	Iteration 4Q: 3 clusters Score -3063496 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3064149.000000 Penalty: 5041.651855
	Iteration 5Q: 3 clusters Score -3064149 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3064943.000000 Penalty: 5041.651855
	Iteration 6F: 3 clusters Score -3064943 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3065855.750000 Penalty: 5041.651855
	Iteration 7F: 3 clusters Score -3065856 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3066779.500000 Penalty: 5041.651855
	Iteration 8F: 3 clusters Score -3066780 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3067679.000000 Penalty: 5041.651855
	Iteration 9F: 3 clusters Score -3067679 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3068559.250000 Penalty: 5041.651855
	Iteration 10F: 3 clusters Score -3068559 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3069244.000000 Penalty: 5041.651855
	Iteration 11Q: 3 clusters Score -3069244 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3069720.750000 Penalty: 5041.651855
	Iteration 12Q: 3 clusters Score -3069721 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3070043.000000 Penalty: 5041.651855
	Iteration 13Q: 3 clusters Score -3070043 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3070335.250000 Penalty: 5041.651855
	Iteration 14Q: 3 clusters Score -3070335 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3070561.000000 Penalty: 5041.651855
	Iteration 15Q: 3 clusters Score -3070561 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3070725.750000 Penalty: 5041.651855
	Iteration 16Q: 3 clusters Score -3070726 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -3070901.250000 Penalty: 5041.651855
	Iteration 17Q: 3 clusters Score -3070901 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3071077.000000 Penalty: 5041.651855
	Iteration 18Q: 3 clusters Score -3071077 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3071200.750000 Penalty: 5041.651855
	Iteration 19Q: 3 clusters Score -3071201 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3071317.500000 Penalty: 5041.651855
	Iteration 20F: 3 clusters Score -3071318 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3071445.750000 Penalty: 5041.651855
	Iteration 21Q: 3 clusters Score -3071446 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3071535.250000 Penalty: 5041.651855
	Iteration 22Q: 3 clusters Score -3071535 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3071606.250000 Penalty: 5041.651855
	Iteration 23Q: 3 clusters Score -3071606 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3071675.500000 Penalty: 5041.651855
	Iteration 24Q: 3 clusters Score -3071676 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3071734.500000 Penalty: 5041.651855
	Iteration 25Q: 3 clusters Score -3071734 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3071787.250000 Penalty: 5041.651855
	Iteration 26Q: 3 clusters Score -3071787 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3071826.750000 Penalty: 5041.651855
	Iteration 27Q: 3 clusters Score -3071827 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3071849.500000 Penalty: 5041.651855
	Iteration 28Q: 3 clusters Score -3071850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3071862.750000 Penalty: 5041.651855
	Iteration 29Q: 3 clusters Score -3071863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3071873.750000 Penalty: 5041.651855
	Iteration 30Q: 3 clusters Score -3071874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3071899.500000 Penalty: 5041.651855
	Iteration 31Q: 3 clusters Score -3071900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3071911.250000 Penalty: 5041.651855
	Iteration 32Q: 3 clusters Score -3071911 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3071923.500000 Penalty: 5041.651855
	Iteration 33Q: 3 clusters Score -3071924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3071939.500000 Penalty: 5041.651855
	Iteration 34Q: 3 clusters Score -3071940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3071949.500000 Penalty: 5041.651855
	Iteration 35Q: 3 clusters Score -3071950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3071961.500000 Penalty: 5041.651855
	Iteration 36Q: 3 clusters Score -3071962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3071963.250000 Penalty: 5041.651855
	Iteration 37Q: 3 clusters Score -3071963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3071977.000000 Penalty: 5041.651855
	Iteration 38Q: 3 clusters Score -3071977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3071975.000000 Penalty: 5041.651855
	Iteration 39Q: 3 clusters Score -3071975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3071985.750000 Penalty: 5041.651855
	Iteration 40F: 3 clusters Score -3071986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3071997.500000 Penalty: 5041.651855
	Iteration 41Q: 3 clusters Score -3071998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3072002.000000 Penalty: 5041.651855
	Iteration 42Q: 3 clusters Score -3072002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3072017.500000 Penalty: 5041.651855
	Iteration 43Q: 3 clusters Score -3072018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3072023.500000 Penalty: 5041.651855
	Iteration 44Q: 3 clusters Score -3072024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3072029.250000 Penalty: 5041.651855
	Iteration 45Q: 3 clusters Score -3072029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3072036.500000 Penalty: 5041.651855
	Iteration 46Q: 3 clusters Score -3072036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3072047.250000 Penalty: 5041.651855
	Iteration 47Q: 3 clusters Score -3072047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3072062.750000 Penalty: 5041.651855
	Iteration 48Q: 3 clusters Score -3072063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3072063.750000 Penalty: 5041.651855
	Iteration 49Q: 3 clusters Score -3072064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3072059.500000 Penalty: 5041.651855
	Iteration 50Q: 3 clusters Score -3072060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3072077.500000 Penalty: 5041.651855
	Iteration 51Q: 3 clusters Score -3072078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3072079.500000 Penalty: 5041.651855
	Iteration 52Q: 3 clusters Score -3072080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3072086.250000 Penalty: 5041.651855
	Iteration 53Q: 3 clusters Score -3072086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3072084.500000 Penalty: 5041.651855
	Iteration 54Q: 3 clusters Score -3072084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3072083.250000 Penalty: 5041.651855
	Iteration 55Q: 3 clusters Score -3072083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3072089.500000 Penalty: 5041.651855
	Iteration 56Q: 3 clusters Score -3072090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3072089.250000 Penalty: 5041.651855
	Iteration 57Q: 3 clusters Score -3072089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3072092.750000 Penalty: 5041.651855
	Iteration 58Q: 3 clusters Score -3072093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3072094.750000 Penalty: 5041.651855
	Iteration 59Q: 3 clusters Score -3072095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3072087.000000 Penalty: 5041.651855
	Iteration 60F: 3 clusters Score -3072087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3072090.250000 Penalty: 5041.651855
	Iteration 61Q: 3 clusters Score -3072090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3072096.750000 Penalty: 5041.651855
	Iteration 62Q: 3 clusters Score -3072097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3072096.250000 Penalty: 5041.651855
	Iteration 63Q: 3 clusters Score -3072096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3072098.000000 Penalty: 5041.651855
	Iteration 64Q: 3 clusters Score -3072098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3072106.250000 Penalty: 5041.651855
	Iteration 65Q: 3 clusters Score -3072106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3072112.250000 Penalty: 5041.651855
	Iteration 66Q: 3 clusters Score -3072112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3072114.750000 Penalty: 5041.651855
	Iteration 67Q: 3 clusters Score -3072115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3072116.750000 Penalty: 5041.651855
	Iteration 68Q: 3 clusters Score -3072117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3072114.000000 Penalty: 5041.651855
	Iteration 69Q: 3 clusters Score -3072114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3072116.250000 Penalty: 5041.651855
	Iteration 70Q: 3 clusters Score -3072116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3072128.000000 Penalty: 5041.651855
	Iteration 71Q: 3 clusters Score -3072128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3072130.250000 Penalty: 5041.651855
	Iteration 72Q: 3 clusters Score -3072130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3072131.500000 Penalty: 5041.651855
	Iteration 73Q: 3 clusters Score -3072132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3072133.000000 Penalty: 5041.651855
	Iteration 74Q: 3 clusters Score -3072133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3072130.250000 Penalty: 5041.651855
	Iteration 75Q: 3 clusters Score -3072130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3072139.500000 Penalty: 5041.651855
	Iteration 76Q: 3 clusters Score -3072140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3072141.500000 Penalty: 5041.651855
	Iteration 77Q: 3 clusters Score -3072142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3072141.250000 Penalty: 5041.651855
	Iteration 78Q: 3 clusters Score -3072141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3072142.750000 Penalty: 5041.651855
	Iteration 79Q: 3 clusters Score -3072143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3072147.000000 Penalty: 5041.651855
	Iteration 80F: 3 clusters Score -3072147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3072145.000000 Penalty: 5041.651855
	Iteration 81Q: 3 clusters Score -3072145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3072148.000000 Penalty: 5041.651855
	Iteration 82Q: 3 clusters Score -3072148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3072156.500000 Penalty: 5041.651855
	Iteration 83Q: 3 clusters Score -3072156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3072164.500000 Penalty: 5041.651855
	Iteration 84Q: 3 clusters Score -3072164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3072177.500000 Penalty: 5041.651855
	Iteration 85Q: 3 clusters Score -3072178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3072176.750000 Penalty: 5041.651855
	Iteration 86Q: 3 clusters Score -3072177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3072176.750000 Penalty: 5041.651855
	Iteration 87Q: 3 clusters Score -3072177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3072176.250000 Penalty: 5041.651855
	Iteration 88Q: 3 clusters Score -3072176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3072181.250000 Penalty: 5041.651855
	Iteration 89Q: 3 clusters Score -3072181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3072184.000000 Penalty: 5041.651855
	Iteration 90Q: 3 clusters Score -3072184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3072179.500000 Penalty: 5041.651855
	Iteration 91Q: 3 clusters Score -3072180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3072180.250000 Penalty: 5041.651855
	Iteration 92Q: 3 clusters Score -3072180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3072187.250000 Penalty: 5041.651855
	Iteration 93Q: 3 clusters Score -3072187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3072192.250000 Penalty: 5041.651855
	Iteration 94Q: 3 clusters Score -3072192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3072191.500000 Penalty: 5041.651855
	Iteration 95Q: 3 clusters Score -3072192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3072196.000000 Penalty: 5041.651855
	Iteration 96Q: 3 clusters Score -3072196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3072194.000000 Penalty: 5041.651855
	Iteration 97Q: 3 clusters Score -3072194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3072201.750000 Penalty: 5041.651855
	Iteration 98Q: 3 clusters Score -3072202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3072203.000000 Penalty: 5041.651855
	Iteration 99Q: 3 clusters Score -3072203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3072201.750000 Penalty: 5041.651855
	Iteration 100F: 3 clusters Score -3072202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3072205.250000 Penalty: 5041.651855
	Iteration 101Q: 3 clusters Score -3072205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3072202.750000 Penalty: 5041.651855
	Iteration 102Q: 3 clusters Score -3072203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3072201.750000 Penalty: 5041.651855
	Iteration 103Q: 3 clusters Score -3072202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3072202.000000 Penalty: 5041.651855
	Iteration 104Q: 3 clusters Score -3072202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3072205.750000 Penalty: 5041.651855
	Iteration 105Q: 3 clusters Score -3072206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3072202.250000 Penalty: 5041.651855
	Iteration 106Q: 3 clusters Score -3072202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3072206.250000 Penalty: 5041.651855
	Iteration 107Q: 3 clusters Score -3072206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3072205.250000 Penalty: 5041.651855
	Iteration 108Q: 3 clusters Score -3072205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3072209.500000 Penalty: 5041.651855
	Iteration 109Q: 3 clusters Score -3072210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3072207.750000 Penalty: 5041.651855
	Iteration 110Q: 3 clusters Score -3072208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3072210.250000 Penalty: 5041.651855
	Iteration 111Q: 3 clusters Score -3072210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3072207.000000 Penalty: 5041.651855
	Iteration 112Q: 3 clusters Score -3072207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3072210.500000 Penalty: 5041.651855
	Iteration 113Q: 3 clusters Score -3072210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3072203.750000 Penalty: 5041.651855
	Iteration 114Q: 3 clusters Score -3072204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3072206.000000 Penalty: 5041.651855
	Iteration 115Q: 3 clusters Score -3072206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3072214.750000 Penalty: 5041.651855
	Iteration 116Q: 3 clusters Score -3072215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3072213.500000 Penalty: 5041.651855
	Iteration 117Q: 3 clusters Score -3072214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3072210.500000 Penalty: 5041.651855
	Iteration 118Q: 3 clusters Score -3072210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3072215.250000 Penalty: 5041.651855
	Iteration 119Q: 3 clusters Score -3072215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3072216.000000 Penalty: 5041.651855
	Iteration 120F: 3 clusters Score -3072216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3072214.000000 Penalty: 5041.651855
	Iteration 121Q: 3 clusters Score -3072214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3072220.250000 Penalty: 5041.651855
	Iteration 122Q: 3 clusters Score -3072220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3072222.000000 Penalty: 5041.651855
	Iteration 123Q: 3 clusters Score -3072222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3072225.000000 Penalty: 5041.651855
	Iteration 124Q: 3 clusters Score -3072225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3072224.500000 Penalty: 5041.651855
	Iteration 125Q: 3 clusters Score -3072224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3072221.750000 Penalty: 5041.651855
	Iteration 126Q: 3 clusters Score -3072222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3072222.750000 Penalty: 5041.651855
	Iteration 127Q: 3 clusters Score -3072223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3072223.000000 Penalty: 5041.651855
	Iteration 128Q: 3 clusters Score -3072223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3072223.000000 Penalty: 5041.651855
	Iteration 129F: 3 clusters Score -3072223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 15 contains 76431 members 
Mstep: Class 16 contains 6178 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 21 contains 20308 members 
Mstep: Class 22 contains 143836 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 25968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77959376.000000 Penalty: 89394.992188
Iteration 39Q: 28 clusters Score -7.795938e+07 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 56015 members 
Mstep: Class 3 contains 15118 members 
Mstep: Class 4 contains 124526 members 
Mstep: Class 5 contains 5114 members 
Mstep: Class 6 contains 4670 members 
Mstep: Class 7 contains 14314 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 15135 members 
Mstep: Class 10 contains 1955 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 856 members 
Mstep: Class 13 contains 4552 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 75941 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 2105 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 41961 members 
Mstep: Class 21 contains 19961 members 
Mstep: Class 22 contains 145847 members 
Mstep: Class 23 contains 5349 members 
Mstep: Class 24 contains 26215 members 
Mstep: Class 25 contains 32422 members 
Mstep: Class 26 contains 334 members 
Mstep: Class 27 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77966936.000000 Penalty: 89394.992188
Iteration 40F: 28 clusters Score -7.796694e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 55986 members 
Mstep: Class 3 contains 15141 members 
Mstep: Class 4 contains 123994 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 4167 members 
Mstep: Class 7 contains 14154 members 
Mstep: Class 8 contains 3826 members 
Mstep: Class 9 contains 15071 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 11 contains 9572 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 6063 members 
Mstep: Class 15 contains 75158 members 
Mstep: Class 16 contains 7047 members 
Mstep: Class 17 contains 2238 members 
Mstep: Class 18 contains 2105 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 43699 members 
Mstep: Class 21 contains 19502 members 
Mstep: Class 22 contains 145966 members 
Mstep: Class 23 contains 5378 members 
Mstep: Class 24 contains 25672 members 
Mstep: Class 25 contains 32875 members 
Mstep: Class 26 contains 347 members 
Mstep: Class 27 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77969824.000000 Penalty: 89394.992188
Iteration 41Q: 28 clusters Score -7.796982e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 55900 members 
Mstep: Class 3 contains 15219 members 
Mstep: Class 4 contains 123406 members 
Mstep: Class 5 contains 5104 members 
Mstep: Class 6 contains 3787 members 
Mstep: Class 7 contains 13998 members 
Mstep: Class 8 contains 3896 members 
Mstep: Class 9 contains 15011 members 
Mstep: Class 10 contains 1963 members 
Mstep: Class 11 contains 9570 members 
Mstep: Class 12 contains 798 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 5926 members 
Mstep: Class 15 contains 74638 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 45012 members 
Mstep: Class 21 contains 19074 members 
Mstep: Class 22 contains 146400 members 
Mstep: Class 23 contains 5387 members 
Mstep: Class 24 contains 25441 members 
Mstep: Class 25 contains 32919 members 
Mstep: Class 26 contains 360 members 
Mstep: Class 27 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77971504.000000 Penalty: 89394.992188
Iteration 42Q: 28 clusters Score -7.79715e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 55796 members 
Mstep: Class 3 contains 15305 members 
Mstep: Class 4 contains 122822 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 3526 members 
Mstep: Class 7 contains 13848 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 74151 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 2851 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 46105 members 
Mstep: Class 21 contains 18704 members 
Mstep: Class 22 contains 146884 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 25372 members 
Mstep: Class 25 contains 32871 members 
Mstep: Class 26 contains 365 members 
Mstep: Class 27 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77972656.000000 Penalty: 89394.992188
Iteration 43Q: 28 clusters Score -7.797266e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 55662 members 
Mstep: Class 3 contains 15389 members 
Mstep: Class 4 contains 122217 members 
Mstep: Class 5 contains 5098 members 
Mstep: Class 6 contains 3329 members 
Mstep: Class 7 contains 13716 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 14949 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 9563 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 4427 members 
Mstep: Class 14 contains 5600 members 
Mstep: Class 15 contains 73732 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 18 contains 2107 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 47052 members 
Mstep: Class 21 contains 18327 members 
Mstep: Class 22 contains 147337 members 
Mstep: Class 23 contains 5382 members 
Mstep: Class 24 contains 25425 members 
Mstep: Class 25 contains 32828 members 
Mstep: Class 26 contains 372 members 
Mstep: Class 27 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77973104.000000 Penalty: 89394.992188
Iteration 44Q: 28 clusters Score -7.79731e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 55580 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 121646 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 6 contains 3193 members 
Mstep: Class 7 contains 13583 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 14958 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 12 contains 672 members 
Mstep: Class 13 contains 4423 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 73333 members 
Mstep: Class 16 contains 7689 members 
Mstep: Class 17 contains 3416 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 47903 members 
Mstep: Class 21 contains 17951 members 
Mstep: Class 22 contains 147767 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 25488 members 
Mstep: Class 25 contains 32772 members 
Mstep: Class 26 contains 375 members 
Mstep: Class 27 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77974168.000000 Penalty: 89394.992188
Iteration 45Q: 28 clusters Score -7.797417e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 55517 members 
Mstep: Class 3 contains 15530 members 
Mstep: Class 4 contains 121099 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 13452 members 
Mstep: Class 8 contains 4062 members 
Mstep: Class 9 contains 14973 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 627 members 
Mstep: Class 13 contains 4419 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 72971 members 
Mstep: Class 16 contains 7829 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 48655 members 
Mstep: Class 21 contains 17596 members 
Mstep: Class 22 contains 148142 members 
Mstep: Class 23 contains 5391 members 
Mstep: Class 24 contains 25563 members 
Mstep: Class 25 contains 32709 members 
Mstep: Class 26 contains 380 members 
Mstep: Class 27 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77975320.000000 Penalty: 89394.992188
Iteration 46Q: 28 clusters Score -7.797532e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 55463 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 120648 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 13292 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 14996 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 9564 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 72615 members 
Mstep: Class 16 contains 7969 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 49262 members 
Mstep: Class 21 contains 17273 members 
Mstep: Class 22 contains 148501 members 
Mstep: Class 23 contains 5394 members 
Mstep: Class 24 contains 25703 members 
Mstep: Class 25 contains 32620 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77976096.000000 Penalty: 89394.992188
Iteration 47Q: 28 clusters Score -7.79761e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 55389 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 120219 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2965 members 
Mstep: Class 7 contains 13161 members 
Mstep: Class 8 contains 4089 members 
Mstep: Class 9 contains 15057 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 72305 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 4393 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 49827 members 
Mstep: Class 21 contains 16925 members 
Mstep: Class 22 contains 148766 members 
Mstep: Class 23 contains 5404 members 
Mstep: Class 24 contains 25871 members 
Mstep: Class 25 contains 32525 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77976296.000000 Penalty: 89394.992188
Iteration 48Q: 28 clusters Score -7.79763e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 55325 members 
Mstep: Class 3 contains 15690 members 
Mstep: Class 4 contains 119898 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 9 contains 15136 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9570 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 4415 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 72028 members 
Mstep: Class 16 contains 8253 members 
Mstep: Class 17 contains 4682 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 50325 members 
Mstep: Class 21 contains 16576 members 
Mstep: Class 22 contains 148976 members 
Mstep: Class 23 contains 5422 members 
Mstep: Class 24 contains 26019 members 
Mstep: Class 25 contains 32433 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77977112.000000 Penalty: 89394.992188
Iteration 49Q: 28 clusters Score -7.797711e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 55291 members 
Mstep: Class 3 contains 15743 members 
Mstep: Class 4 contains 119647 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 12925 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 15204 members 
Mstep: Class 10 contains 2026 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 500 members 
Mstep: Class 13 contains 4414 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 71789 members 
Mstep: Class 16 contains 8392 members 
Mstep: Class 17 contains 4956 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 50674 members 
Mstep: Class 21 contains 16255 members 
Mstep: Class 22 contains 149197 members 
Mstep: Class 23 contains 5432 members 
Mstep: Class 24 contains 26164 members 
Mstep: Class 25 contains 32333 members 
Mstep: Class 26 contains 398 members 
Mstep: Class 27 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77977440.000000 Penalty: 89394.992188
Iteration 50Q: 28 clusters Score -7.797744e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 55269 members 
Mstep: Class 3 contains 15781 members 
Mstep: Class 4 contains 119441 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 4062 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 9571 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 4415 members 
Mstep: Class 14 contains 4153 members 
Mstep: Class 15 contains 71592 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 50976 members 
Mstep: Class 21 contains 15965 members 
Mstep: Class 22 contains 149336 members 
Mstep: Class 23 contains 5438 members 
Mstep: Class 24 contains 26314 members 
Mstep: Class 25 contains 32220 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77977536.000000 Penalty: 89394.992188
Iteration 51Q: 28 clusters Score -7.797754e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 55259 members 
Mstep: Class 3 contains 15817 members 
Mstep: Class 4 contains 119283 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 12718 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 15425 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9571 members 
Mstep: Class 12 contains 481 members 
Mstep: Class 13 contains 4422 members 
Mstep: Class 14 contains 4024 members 
Mstep: Class 15 contains 71437 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 5341 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 51200 members 
Mstep: Class 21 contains 15692 members 
Mstep: Class 22 contains 149483 members 
Mstep: Class 23 contains 5447 members 
Mstep: Class 24 contains 26437 members 
Mstep: Class 25 contains 32087 members 
Mstep: Class 26 contains 412 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77977896.000000 Penalty: 89394.992188
Iteration 52Q: 28 clusters Score -7.79779e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 55238 members 
Mstep: Class 3 contains 15833 members 
Mstep: Class 4 contains 119166 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 12625 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 15550 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 3921 members 
Mstep: Class 15 contains 71289 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 5487 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 51426 members 
Mstep: Class 21 contains 15424 members 
Mstep: Class 22 contains 149623 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 26556 members 
Mstep: Class 25 contains 31952 members 
Mstep: Class 26 contains 415 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77977856.000000 Penalty: 89394.992188
Iteration 53Q: 28 clusters Score -7.797786e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 55202 members 
Mstep: Class 3 contains 15850 members 
Mstep: Class 4 contains 119062 members 
Mstep: Class 5 contains 5097 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 12557 members 
Mstep: Class 8 contains 4044 members 
Mstep: Class 9 contains 15699 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 9570 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 71176 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 5598 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 51621 members 
Mstep: Class 21 contains 15180 members 
Mstep: Class 22 contains 149710 members 
Mstep: Class 23 contains 5455 members 
Mstep: Class 24 contains 26648 members 
Mstep: Class 25 contains 31830 members 
Mstep: Class 26 contains 416 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77978072.000000 Penalty: 89394.992188
Iteration 54Q: 28 clusters Score -7.797807e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 55172 members 
Mstep: Class 3 contains 15858 members 
Mstep: Class 4 contains 118978 members 
Mstep: Class 5 contains 5098 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 12472 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 15872 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 12 contains 472 members 
Mstep: Class 13 contains 4443 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 71066 members 
Mstep: Class 16 contains 8896 members 
Mstep: Class 17 contains 5701 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 51795 members 
Mstep: Class 21 contains 14925 members 
Mstep: Class 22 contains 149786 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 26746 members 
Mstep: Class 25 contains 31717 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77978200.000000 Penalty: 89394.992188
Iteration 55Q: 28 clusters Score -7.79782e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 55134 members 
Mstep: Class 3 contains 15866 members 
Mstep: Class 4 contains 118922 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 6 contains 2752 members 
Mstep: Class 7 contains 12400 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 16033 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 9562 members 
Mstep: Class 12 contains 467 members 
Mstep: Class 13 contains 4444 members 
Mstep: Class 14 contains 3746 members 
Mstep: Class 15 contains 70982 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 5798 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 51923 members 
Mstep: Class 21 contains 14672 members 
Mstep: Class 22 contains 149871 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 26838 members 
Mstep: Class 25 contains 31619 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77978440.000000 Penalty: 89394.992188
Iteration 56Q: 28 clusters Score -7.797844e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 55095 members 
Mstep: Class 3 contains 15878 members 
Mstep: Class 4 contains 118876 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 6 contains 2736 members 
Mstep: Class 7 contains 12333 members 
Mstep: Class 8 contains 4038 members 
Mstep: Class 9 contains 16206 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9562 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 3722 members 
Mstep: Class 15 contains 70909 members 
Mstep: Class 16 contains 8962 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52022 members 
Mstep: Class 21 contains 14437 members 
Mstep: Class 22 contains 149941 members 
Mstep: Class 23 contains 5471 members 
Mstep: Class 24 contains 26945 members 
Mstep: Class 25 contains 31517 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77978520.000000 Penalty: 89394.992188
Iteration 57Q: 28 clusters Score -7.797852e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 55073 members 
Mstep: Class 3 contains 15886 members 
Mstep: Class 4 contains 118840 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 12265 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 16429 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 9562 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 70833 members 
Mstep: Class 16 contains 8984 members 
Mstep: Class 17 contains 5954 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52114 members 
Mstep: Class 21 contains 14185 members 
Mstep: Class 22 contains 149987 members 
Mstep: Class 23 contains 5472 members 
Mstep: Class 24 contains 27038 members 
Mstep: Class 25 contains 31442 members 
Mstep: Class 26 contains 424 members 
Mstep: Class 27 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77978768.000000 Penalty: 89394.992188
Iteration 58Q: 28 clusters Score -7.797877e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 55065 members 
Mstep: Class 3 contains 15891 members 
Mstep: Class 4 contains 118818 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 6 contains 2720 members 
Mstep: Class 7 contains 12204 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 16624 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 9564 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 4447 members 
Mstep: Class 14 contains 3680 members 
Mstep: Class 15 contains 70765 members 
Mstep: Class 16 contains 8994 members 
Mstep: Class 17 contains 6003 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52186 members 
Mstep: Class 21 contains 13946 members 
Mstep: Class 22 contains 150046 members 
Mstep: Class 23 contains 5472 members 
Mstep: Class 24 contains 27127 members 
Mstep: Class 25 contains 31383 members 
Mstep: Class 26 contains 425 members 
Mstep: Class 27 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77978936.000000 Penalty: 89394.992188
Iteration 59Q: 28 clusters Score -7.797894e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 55056 members 
Mstep: Class 3 contains 15893 members 
Mstep: Class 4 contains 118809 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 12154 members 
Mstep: Class 8 contains 4020 members 
Mstep: Class 9 contains 16841 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 4448 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 70706 members 
Mstep: Class 16 contains 8999 members 
Mstep: Class 17 contains 6052 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52251 members 
Mstep: Class 21 contains 13701 members 
Mstep: Class 22 contains 150068 members 
Mstep: Class 23 contains 5473 members 
Mstep: Class 24 contains 27196 members 
Mstep: Class 25 contains 31331 members 
Mstep: Class 26 contains 427 members 
Mstep: Class 27 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77979304.000000 Penalty: 89394.992188
Iteration 60F: 28 clusters Score -7.79793e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 55054 members 
Mstep: Class 3 contains 15903 members 
Mstep: Class 4 contains 118796 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 12107 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 17080 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 15 contains 70653 members 
Mstep: Class 16 contains 9028 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52307 members 
Mstep: Class 21 contains 13415 members 
Mstep: Class 22 contains 150093 members 
Mstep: Class 23 contains 5472 members 
Mstep: Class 24 contains 27240 members 
Mstep: Class 25 contains 31295 members 
Mstep: Class 26 contains 428 members 
Mstep: Class 27 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77979584.000000 Penalty: 89394.992188
Iteration 61Q: 28 clusters Score -7.797958e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 55028 members 
Mstep: Class 3 contains 15919 members 
Mstep: Class 4 contains 118764 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 12077 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 17319 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 4448 members 
Mstep: Class 14 contains 3633 members 
Mstep: Class 15 contains 70612 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 17 contains 6159 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52360 members 
Mstep: Class 21 contains 13132 members 
Mstep: Class 22 contains 150116 members 
Mstep: Class 23 contains 5477 members 
Mstep: Class 24 contains 27297 members 
Mstep: Class 25 contains 31275 members 
Mstep: Class 26 contains 430 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77979648.000000 Penalty: 89394.992188
Iteration 62Q: 28 clusters Score -7.797965e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 55015 members 
Mstep: Class 3 contains 15928 members 
Mstep: Class 4 contains 118741 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 12044 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 17559 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 70566 members 
Mstep: Class 16 contains 9103 members 
Mstep: Class 17 contains 6205 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52397 members 
Mstep: Class 21 contains 12857 members 
Mstep: Class 22 contains 150142 members 
Mstep: Class 23 contains 5485 members 
Mstep: Class 24 contains 27351 members 
Mstep: Class 25 contains 31267 members 
Mstep: Class 26 contains 431 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77979704.000000 Penalty: 89394.992188
Iteration 63Q: 28 clusters Score -7.79797e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 54997 members 
Mstep: Class 3 contains 15943 members 
Mstep: Class 4 contains 118700 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2690 members 
Mstep: Class 7 contains 12024 members 
Mstep: Class 8 contains 4006 members 
Mstep: Class 9 contains 17809 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 3572 members 
Mstep: Class 15 contains 70531 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52432 members 
Mstep: Class 21 contains 12597 members 
Mstep: Class 22 contains 150161 members 
Mstep: Class 23 contains 5493 members 
Mstep: Class 24 contains 27388 members 
Mstep: Class 25 contains 31261 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77979944.000000 Penalty: 89394.992188
Iteration 64Q: 28 clusters Score -7.797994e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 54984 members 
Mstep: Class 3 contains 15956 members 
Mstep: Class 4 contains 118657 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 12012 members 
Mstep: Class 8 contains 4004 members 
Mstep: Class 9 contains 18083 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 3553 members 
Mstep: Class 15 contains 70515 members 
Mstep: Class 16 contains 9144 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52461 members 
Mstep: Class 21 contains 12309 members 
Mstep: Class 22 contains 150180 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 27405 members 
Mstep: Class 25 contains 31258 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980064.000000 Penalty: 89394.992188
Iteration 65Q: 28 clusters Score -7.798006e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 54970 members 
Mstep: Class 3 contains 15968 members 
Mstep: Class 4 contains 118613 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 12002 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 18322 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 3539 members 
Mstep: Class 15 contains 70495 members 
Mstep: Class 16 contains 9158 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52488 members 
Mstep: Class 21 contains 12069 members 
Mstep: Class 22 contains 150214 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 27421 members 
Mstep: Class 25 contains 31255 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980120.000000 Penalty: 89394.992188
Iteration 66Q: 28 clusters Score -7.798012e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 54960 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 118592 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 11988 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 18585 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 3521 members 
Mstep: Class 15 contains 70476 members 
Mstep: Class 16 contains 9168 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 52505 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 150214 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 27439 members 
Mstep: Class 25 contains 31257 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980064.000000 Penalty: 89394.992188
Iteration 67Q: 28 clusters Score -7.798006e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 54956 members 
Mstep: Class 3 contains 15978 members 
Mstep: Class 4 contains 118562 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2688 members 
Mstep: Class 7 contains 11966 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 18831 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 15 contains 70464 members 
Mstep: Class 16 contains 9182 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52524 members 
Mstep: Class 21 contains 11599 members 
Mstep: Class 22 contains 150240 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 27436 members 
Mstep: Class 25 contains 31255 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980008.000000 Penalty: 89394.992188
Iteration 68Q: 28 clusters Score -7.798001e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 54949 members 
Mstep: Class 3 contains 15984 members 
Mstep: Class 4 contains 118537 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 11943 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 19092 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4463 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 70462 members 
Mstep: Class 16 contains 9191 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52545 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 150254 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 27441 members 
Mstep: Class 25 contains 31258 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980248.000000 Penalty: 89394.992188
Iteration 69Q: 28 clusters Score -7.798025e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 54930 members 
Mstep: Class 3 contains 15989 members 
Mstep: Class 4 contains 118518 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2688 members 
Mstep: Class 7 contains 11926 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 19368 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 14 contains 3485 members 
Mstep: Class 15 contains 70446 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52565 members 
Mstep: Class 21 contains 11093 members 
Mstep: Class 22 contains 150270 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 27456 members 
Mstep: Class 25 contains 31269 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980392.000000 Penalty: 89394.992188
Iteration 70Q: 28 clusters Score -7.798039e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 54914 members 
Mstep: Class 3 contains 15994 members 
Mstep: Class 4 contains 118498 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2688 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 19657 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 14 contains 3468 members 
Mstep: Class 15 contains 70437 members 
Mstep: Class 16 contains 9204 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52574 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 150302 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 27451 members 
Mstep: Class 25 contains 31271 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980456.000000 Penalty: 89394.992188
Iteration 71Q: 28 clusters Score -7.798046e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 54902 members 
Mstep: Class 3 contains 16005 members 
Mstep: Class 4 contains 118485 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 11906 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 19928 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 14 contains 3460 members 
Mstep: Class 15 contains 70431 members 
Mstep: Class 16 contains 9214 members 
Mstep: Class 17 contains 6236 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52584 members 
Mstep: Class 21 contains 10544 members 
Mstep: Class 22 contains 150334 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 27453 members 
Mstep: Class 25 contains 31264 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980776.000000 Penalty: 89394.992188
Iteration 72Q: 28 clusters Score -7.798078e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 54888 members 
Mstep: Class 3 contains 16013 members 
Mstep: Class 4 contains 118470 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 2682 members 
Mstep: Class 7 contains 11894 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 20186 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 70426 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 6239 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52599 members 
Mstep: Class 21 contains 10274 members 
Mstep: Class 22 contains 150374 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 27450 members 
Mstep: Class 25 contains 31264 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77980856.000000 Penalty: 89394.992188
Iteration 73Q: 28 clusters Score -7.798086e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 54879 members 
Mstep: Class 3 contains 16016 members 
Mstep: Class 4 contains 118465 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 11883 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 20449 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 70418 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52604 members 
Mstep: Class 21 contains 10002 members 
Mstep: Class 22 contains 150411 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 27447 members 
Mstep: Class 25 contains 31268 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77981128.000000 Penalty: 89394.992188
Iteration 74Q: 28 clusters Score -7.798113e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 54866 members 
Mstep: Class 3 contains 16017 members 
Mstep: Class 4 contains 118461 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 20727 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 15 contains 70419 members 
Mstep: Class 16 contains 9244 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52608 members 
Mstep: Class 21 contains 9720 members 
Mstep: Class 22 contains 150450 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 27438 members 
Mstep: Class 25 contains 31269 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77981312.000000 Penalty: 89394.992188
Iteration 75Q: 28 clusters Score -7.798131e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 54859 members 
Mstep: Class 3 contains 16021 members 
Mstep: Class 4 contains 118453 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 21002 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 338 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 14 contains 3413 members 
Mstep: Class 15 contains 70418 members 
Mstep: Class 16 contains 9265 members 
Mstep: Class 17 contains 6227 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52611 members 
Mstep: Class 21 contains 9445 members 
Mstep: Class 22 contains 150484 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 27435 members 
Mstep: Class 25 contains 31265 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77981584.000000 Penalty: 89394.992188
Iteration 76Q: 28 clusters Score -7.798158e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 54852 members 
Mstep: Class 3 contains 16029 members 
Mstep: Class 4 contains 118439 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 21272 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 14 contains 3404 members 
Mstep: Class 15 contains 70409 members 
Mstep: Class 16 contains 9275 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52616 members 
Mstep: Class 21 contains 9176 members 
Mstep: Class 22 contains 150514 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 27441 members 
Mstep: Class 25 contains 31269 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77981744.000000 Penalty: 89394.992188
Iteration 77Q: 28 clusters Score -7.798174e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 54843 members 
Mstep: Class 3 contains 16041 members 
Mstep: Class 4 contains 118421 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 21544 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 13 contains 4463 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 15 contains 70400 members 
Mstep: Class 16 contains 9291 members 
Mstep: Class 17 contains 6208 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52617 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 150546 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 27444 members 
Mstep: Class 25 contains 31272 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77982096.000000 Penalty: 89394.992188
Iteration 78Q: 28 clusters Score -7.79821e+07 nChanged 577
Entering ConstructFrom: 
Score: -77982096.000000 Penalty: 89394.992188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -741098.250000 Penalty: 2150.521729
	Iteration 0F: 2 clusters Score -741098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -736099.312500 Penalty: 4301.043457
	Iteration 0F: 3 clusters Score -736099.3 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -737476.062500 Penalty: 4301.043457
	Iteration 1F: 3 clusters Score -737476.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -737876.187500 Penalty: 4301.043457
	Iteration 2F: 3 clusters Score -737876.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -738163.062500 Penalty: 4301.043457
	Iteration 3F: 3 clusters Score -738163.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -738362.125000 Penalty: 4301.043457
	Iteration 4F: 3 clusters Score -738362.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -738505.812500 Penalty: 4301.043457
	Iteration 5Q: 3 clusters Score -738505.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -738628.500000 Penalty: 4301.043457
	Iteration 6Q: 3 clusters Score -738628.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -738724.812500 Penalty: 4301.043457
	Iteration 7Q: 3 clusters Score -738724.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -738798.687500 Penalty: 4301.043457
	Iteration 8Q: 3 clusters Score -738798.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -738867.375000 Penalty: 4301.043457
	Iteration 9Q: 3 clusters Score -738867.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -738932.062500 Penalty: 4301.043457
	Iteration 10Q: 3 clusters Score -738932.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -738994.625000 Penalty: 4301.043457
	Iteration 11Q: 3 clusters Score -738994.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -739043.937500 Penalty: 4301.043457
	Iteration 12Q: 3 clusters Score -739043.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -739094.687500 Penalty: 4301.043457
	Iteration 13Q: 3 clusters Score -739094.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -739146.812500 Penalty: 4301.043457
	Iteration 14Q: 3 clusters Score -739146.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -739182.062500 Penalty: 4301.043457
	Iteration 15Q: 3 clusters Score -739182.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -739211.000000 Penalty: 4301.043457
	Iteration 16Q: 3 clusters Score -739211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -739232.312500 Penalty: 4301.043457
	Iteration 17Q: 3 clusters Score -739232.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -739247.562500 Penalty: 4301.043457
	Iteration 18Q: 3 clusters Score -739247.6 nChanged 47
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: -739266.562500 Penalty: 4301.043457
	Iteration 19Q: 3 clusters Score -739266.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -739287.750000 Penalty: 4301.043457
	Iteration 20F: 3 clusters Score -739287.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -739311.187500 Penalty: 4301.043457
	Iteration 21Q: 3 clusters Score -739311.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -739332.687500 Penalty: 4301.043457
	Iteration 22Q: 3 clusters Score -739332.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -739346.750000 Penalty: 4301.043457
	Iteration 23Q: 3 clusters Score -739346.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -739362.625000 Penalty: 4301.043457
	Iteration 24Q: 3 clusters Score -739362.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -739374.187500 Penalty: 4301.043457
	Iteration 25Q: 3 clusters Score -739374.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -739385.062500 Penalty: 4301.043457
	Iteration 26Q: 3 clusters Score -739385.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -739395.375000 Penalty: 4301.043457
	Iteration 27Q: 3 clusters Score -739395.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -739402.000000 Penalty: 4301.043457
	Iteration 28Q: 3 clusters Score -739402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -739409.125000 Penalty: 4301.043457
	Iteration 29Q: 3 clusters Score -739409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -739417.437500 Penalty: 4301.043457
	Iteration 30Q: 3 clusters Score -739417.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -739425.562500 Penalty: 4301.043457
	Iteration 31Q: 3 clusters Score -739425.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -739430.875000 Penalty: 4301.043457
	Iteration 32Q: 3 clusters Score -739430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -739437.562500 Penalty: 4301.043457
	Iteration 33Q: 3 clusters Score -739437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -739441.062500 Penalty: 4301.043457
	Iteration 34Q: 3 clusters Score -739441.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -739445.375000 Penalty: 4301.043457
	Iteration 35Q: 3 clusters Score -739445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -739449.500000 Penalty: 4301.043457
	Iteration 36Q: 3 clusters Score -739449.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -739450.562500 Penalty: 4301.043457
	Iteration 37Q: 3 clusters Score -739450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -739453.750000 Penalty: 4301.043457
	Iteration 38Q: 3 clusters Score -739453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -739456.500000 Penalty: 4301.043457
	Iteration 39Q: 3 clusters Score -739456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -739458.937500 Penalty: 4301.043457
	Iteration 40F: 3 clusters Score -739458.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -739461.000000 Penalty: 4301.043457
	Iteration 41Q: 3 clusters Score -739461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -739461.312500 Penalty: 4301.043457
	Iteration 42Q: 3 clusters Score -739461.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -739464.687500 Penalty: 4301.043457
	Iteration 43Q: 3 clusters Score -739464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -739468.312500 Penalty: 4301.043457
	Iteration 44Q: 3 clusters Score -739468.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -739469.812500 Penalty: 4301.043457
	Iteration 45Q: 3 clusters Score -739469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -739473.000000 Penalty: 4301.043457
	Iteration 46Q: 3 clusters Score -739473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -739474.187500 Penalty: 4301.043457
	Iteration 47Q: 3 clusters Score -739474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -739475.187500 Penalty: 4301.043457
	Iteration 48Q: 3 clusters Score -739475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -739475.250000 Penalty: 4301.043457
	Iteration 49Q: 3 clusters Score -739475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -739475.875000 Penalty: 4301.043457
	Iteration 50Q: 3 clusters Score -739475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -739475.500000 Penalty: 4301.043457
	Iteration 51Q: 3 clusters Score -739475.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -739476.687500 Penalty: 4301.043457
	Iteration 52Q: 3 clusters Score -739476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -739477.000000 Penalty: 4301.043457
	Iteration 53Q: 3 clusters Score -739477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -739478.125000 Penalty: 4301.043457
	Iteration 54Q: 3 clusters Score -739478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -739478.437500 Penalty: 4301.043457
	Iteration 55Q: 3 clusters Score -739478.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -739478.437500 Penalty: 4301.043457
	Iteration 56F: 3 clusters Score -739478.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Entering Unmasked Estep 
Score: -6954413.500000 Penalty: 2706.201172
	Iteration 0F: 2 clusters Score -6954414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -6917594.000000 Penalty: 5412.402344
	Iteration 0F: 3 clusters Score -6917594 nChanged 25387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -6931997.000000 Penalty: 5412.402344
	Iteration 1F: 3 clusters Score -6931997 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -6932822.000000 Penalty: 5412.402344
	Iteration 2Q: 3 clusters Score -6932822 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -6933742.500000 Penalty: 5412.402344
	Iteration 3Q: 3 clusters Score -6933742 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -6934964.500000 Penalty: 5412.402344
	Iteration 4Q: 3 clusters Score -6934964 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -6936375.000000 Penalty: 5412.402344
	Iteration 5F: 3 clusters Score -6936375 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -6938111.000000 Penalty: 5412.402344
	Iteration 6F: 3 clusters Score -6938111 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -6940038.500000 Penalty: 5412.402344
	Iteration 7F: 3 clusters Score -6940038 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -6942038.500000 Penalty: 5412.402344
	Iteration 8F: 3 clusters Score -6942038 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -6944075.500000 Penalty: 5412.402344
	Iteration 9F: 3 clusters Score -6944076 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -6946067.000000 Penalty: 5412.402344
	Iteration 10Q: 3 clusters Score -6946067 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -6947900.000000 Penalty: 5412.402344
	Iteration 11Q: 3 clusters Score -6947900 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -6949382.500000 Penalty: 5412.402344
	Iteration 12Q: 3 clusters Score -6949382 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -6950364.500000 Penalty: 5412.402344
	Iteration 13Q: 3 clusters Score -6950364 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -6950945.000000 Penalty: 5412.402344
	Iteration 14Q: 3 clusters Score -6950945 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -6951244.500000 Penalty: 5412.402344
	Iteration 15Q: 3 clusters Score -6951244 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -6951442.500000 Penalty: 5412.402344
	Iteration 16Q: 3 clusters Score -6951442 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -6951552.000000 Penalty: 5412.402344
	Iteration 17Q: 3 clusters Score -6951552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -6951636.500000 Penalty: 5412.402344
	Iteration 18Q: 3 clusters Score -6951636 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6951691.500000 Penalty: 5412.402344
	Iteration 19Q: 3 clusters Score -6951692 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6951751.000000 Penalty: 5412.402344
	Iteration 20F: 3 clusters Score -6951751 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6951824.000000 Penalty: 5412.402344
	Iteration 21Q: 3 clusters Score -6951824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6951839.000000 Penalty: 5412.402344
	Iteration 22Q: 3 clusters Score -6951839 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -6951891.500000 Penalty: 5412.402344
	Iteration 23Q: 3 clusters Score -6951892 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -6951946.000000 Penalty: 5412.402344
	Iteration 24Q: 3 clusters Score -6951946 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6951977.500000 Penalty: 5412.402344
	Iteration 25Q: 3 clusters Score -6951978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6951988.000000 Penalty: 5412.402344
	Iteration 26Q: 3 clusters Score -6951988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6952010.500000 Penalty: 5412.402344
	Iteration 27Q: 3 clusters Score -6952010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6952018.000000 Penalty: 5412.402344
	Iteration 28Q: 3 clusters Score -6952018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6952048.000000 Penalty: 5412.402344
	Iteration 29Q: 3 clusters Score -6952048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6952053.500000 Penalty: 5412.402344
	Iteration 30Q: 3 clusters Score -6952054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6952069.500000 Penalty: 5412.402344
	Iteration 31Q: 3 clusters Score -6952070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6952080.000000 Penalty: 5412.402344
	Iteration 32Q: 3 clusters Score -6952080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6952098.000000 Penalty: 5412.402344
	Iteration 33Q: 3 clusters Score -6952098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6952122.000000 Penalty: 5412.402344
	Iteration 34Q: 3 clusters Score -6952122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6952128.500000 Penalty: 5412.402344
	Iteration 35Q: 3 clusters Score -6952128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6952135.000000 Penalty: 5412.402344
	Iteration 36Q: 3 clusters Score -6952135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6952159.000000 Penalty: 5412.402344
	Iteration 37Q: 3 clusters Score -6952159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6952155.500000 Penalty: 5412.402344
	Iteration 38Q: 3 clusters Score -6952156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6952160.000000 Penalty: 5412.402344
	Iteration 39Q: 3 clusters Score -6952160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6952167.500000 Penalty: 5412.402344
	Iteration 40F: 3 clusters Score -6952168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6952180.000000 Penalty: 5412.402344
	Iteration 41Q: 3 clusters Score -6952180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6952177.500000 Penalty: 5412.402344
	Iteration 42Q: 3 clusters Score -6952178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6952184.000000 Penalty: 5412.402344
	Iteration 43Q: 3 clusters Score -6952184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6952192.500000 Penalty: 5412.402344
	Iteration 44Q: 3 clusters Score -6952192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6952195.000000 Penalty: 5412.402344
	Iteration 45Q: 3 clusters Score -6952195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6952205.500000 Penalty: 5412.402344
	Iteration 46Q: 3 clusters Score -6952206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6952212.500000 Penalty: 5412.402344
	Iteration 47Q: 3 clusters Score -6952212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6952217.000000 Penalty: 5412.402344
	Iteration 48Q: 3 clusters Score -6952217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6952215.000000 Penalty: 5412.402344
	Iteration 49Q: 3 clusters Score -6952215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6952218.000000 Penalty: 5412.402344
	Iteration 50Q: 3 clusters Score -6952218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6952225.500000 Penalty: 5412.402344
	Iteration 51Q: 3 clusters Score -6952226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6952228.000000 Penalty: 5412.402344
	Iteration 52Q: 3 clusters Score -6952228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6952228.500000 Penalty: 5412.402344
	Iteration 53Q: 3 clusters Score -6952228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6952227.000000 Penalty: 5412.402344
	Iteration 54Q: 3 clusters Score -6952227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6952227.500000 Penalty: 5412.402344
	Iteration 55Q: 3 clusters Score -6952228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6952232.000000 Penalty: 5412.402344
	Iteration 56Q: 3 clusters Score -6952232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6952228.000000 Penalty: 5412.402344
	Iteration 57Q: 3 clusters Score -6952228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6952225.500000 Penalty: 5412.402344
	Iteration 58Q: 3 clusters Score -6952226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6952228.000000 Penalty: 5412.402344
	Iteration 59Q: 3 clusters Score -6952228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6952226.000000 Penalty: 5412.402344
	Iteration 60F: 3 clusters Score -6952226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6952230.000000 Penalty: 5412.402344
	Iteration 61Q: 3 clusters Score -6952230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6952234.500000 Penalty: 5412.402344
	Iteration 62Q: 3 clusters Score -6952234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6952234.000000 Penalty: 5412.402344
	Iteration 63Q: 3 clusters Score -6952234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6952237.000000 Penalty: 5412.402344
	Iteration 64Q: 3 clusters Score -6952237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6952235.000000 Penalty: 5412.402344
	Iteration 65Q: 3 clusters Score -6952235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6952242.500000 Penalty: 5412.402344
	Iteration 66Q: 3 clusters Score -6952242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6952258.000000 Penalty: 5412.402344
	Iteration 67Q: 3 clusters Score -6952258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6952262.000000 Penalty: 5412.402344
	Iteration 68Q: 3 clusters Score -6952262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6952262.500000 Penalty: 5412.402344
	Iteration 69Q: 3 clusters Score -6952262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6952272.500000 Penalty: 5412.402344
	Iteration 70Q: 3 clusters Score -6952272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6952273.500000 Penalty: 5412.402344
	Iteration 71Q: 3 clusters Score -6952274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6952274.500000 Penalty: 5412.402344
	Iteration 72Q: 3 clusters Score -6952274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6952275.000000 Penalty: 5412.402344
	Iteration 73Q: 3 clusters Score -6952275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6952279.000000 Penalty: 5412.402344
	Iteration 74Q: 3 clusters Score -6952279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6952277.000000 Penalty: 5412.402344
	Iteration 75Q: 3 clusters Score -6952277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6952274.000000 Penalty: 5412.402344
	Iteration 76Q: 3 clusters Score -6952274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6952274.500000 Penalty: 5412.402344
	Iteration 77Q: 3 clusters Score -6952274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6952276.000000 Penalty: 5412.402344
	Iteration 78Q: 3 clusters Score -6952276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6952275.500000 Penalty: 5412.402344
	Iteration 79Q: 3 clusters Score -6952276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6952283.000000 Penalty: 5412.402344
	Iteration 80F: 3 clusters Score -6952283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6952285.500000 Penalty: 5412.402344
	Iteration 81Q: 3 clusters Score -6952286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6952279.500000 Penalty: 5412.402344
	Iteration 82Q: 3 clusters Score -6952280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6952276.500000 Penalty: 5412.402344
	Iteration 83Q: 3 clusters Score -6952276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6952269.500000 Penalty: 5412.402344
	Iteration 84Q: 3 clusters Score -6952270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6952271.500000 Penalty: 5412.402344
	Iteration 85Q: 3 clusters Score -6952272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6952272.000000 Penalty: 5412.402344
	Iteration 86Q: 3 clusters Score -6952272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6952281.000000 Penalty: 5412.402344
	Iteration 87Q: 3 clusters Score -6952281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6952279.000000 Penalty: 5412.402344
	Iteration 88Q: 3 clusters Score -6952279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6952276.000000 Penalty: 5412.402344
	Iteration 89Q: 3 clusters Score -6952276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6952277.000000 Penalty: 5412.402344
	Iteration 90Q: 3 clusters Score -6952277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6952279.000000 Penalty: 5412.402344
	Iteration 91Q: 3 clusters Score -6952279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6952277.000000 Penalty: 5412.402344
	Iteration 92Q: 3 clusters Score -6952277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6952285.500000 Penalty: 5412.402344
	Iteration 93Q: 3 clusters Score -6952286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6952288.500000 Penalty: 5412.402344
	Iteration 94Q: 3 clusters Score -6952288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6952289.000000 Penalty: 5412.402344
	Iteration 95Q: 3 clusters Score -6952289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6952288.000000 Penalty: 5412.402344
	Iteration 96Q: 3 clusters Score -6952288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6952286.000000 Penalty: 5412.402344
	Iteration 97Q: 3 clusters Score -6952286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6952292.000000 Penalty: 5412.402344
	Iteration 98Q: 3 clusters Score -6952292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6952292.000000 Penalty: 5412.402344
	Iteration 99F: 3 clusters Score -6952292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Entering Unmasked Estep 
Score: -2146928.000000 Penalty: 2401.437256
	Iteration 0F: 2 clusters Score -2146928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2135359.000000 Penalty: 4802.874512
	Iteration 0F: 3 clusters Score -2135359 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2138998.000000 Penalty: 4802.874512
	Iteration 1F: 3 clusters Score -2138998 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2139252.500000 Penalty: 4802.874512
	Iteration 2F: 3 clusters Score -2139252 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2139460.250000 Penalty: 4802.874512
	Iteration 3Q: 3 clusters Score -2139460 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2139617.500000 Penalty: 4802.874512
	Iteration 4Q: 3 clusters Score -2139618 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2139740.500000 Penalty: 4802.874512
	Iteration 5Q: 3 clusters Score -2139740 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2139832.250000 Penalty: 4802.874512
	Iteration 6Q: 3 clusters Score -2139832 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2139902.000000 Penalty: 4802.874512
	Iteration 7Q: 3 clusters Score -2139902 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2139977.500000 Penalty: 4802.874512
	Iteration 8Q: 3 clusters Score -2139978 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2140031.500000 Penalty: 4802.874512
	Iteration 9Q: 3 clusters Score -2140032 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2140078.750000 Penalty: 4802.874512
	Iteration 10Q: 3 clusters Score -2140079 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2140128.750000 Penalty: 4802.874512
	Iteration 11Q: 3 clusters Score -2140129 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2140162.000000 Penalty: 4802.874512
	Iteration 12Q: 3 clusters Score -2140162 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2140192.000000 Penalty: 4802.874512
	Iteration 13Q: 3 clusters Score -2140192 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2140226.250000 Penalty: 4802.874512
	Iteration 14Q: 3 clusters Score -2140226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2140255.500000 Penalty: 4802.874512
	Iteration 15Q: 3 clusters Score -2140256 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2140266.750000 Penalty: 4802.874512
	Iteration 16Q: 3 clusters Score -2140267 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2140291.250000 Penalty: 4802.874512
	Iteration 17Q: 3 clusters Score -2140291 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2140318.500000 Penalty: 4802.874512
	Iteration 18Q: 3 clusters Score -2140318 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2140334.250000 Penalty: 4802.874512
	Iteration 19Q: 3 clusters Score -2140334 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2140370.000000 Penalty: 4802.874512
	Iteration 20F: 3 clusters Score -2140370 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2140415.250000 Penalty: 4802.874512
	Iteration 21Q: 3 clusters Score -2140415 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2140466.000000 Penalty: 4802.874512
	Iteration 22Q: 3 clusters Score -2140466 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2140535.250000 Penalty: 4802.874512
	Iteration 23Q: 3 clusters Score -2140535 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2140625.750000 Penalty: 4802.874512
	Iteration 24Q: 3 clusters Score -2140626 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2140765.250000 Penalty: 4802.874512
	Iteration 25Q: 3 clusters Score -2140765 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2140951.000000 Penalty: 4802.874512
	Iteration 26Q: 3 clusters Score -2140951 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2141203.500000 Penalty: 4802.874512
	Iteration 27Q: 3 clusters Score -2141204 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2141489.000000 Penalty: 4802.874512
	Iteration 28Q: 3 clusters Score -2141489 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2141853.500000 Penalty: 4802.874512
	Iteration 29Q: 3 clusters Score -2141854 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2142271.500000 Penalty: 4802.874512
	Iteration 30Q: 3 clusters Score -2142272 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2142646.000000 Penalty: 4802.874512
	Iteration 31Q: 3 clusters Score -2142646 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2142981.750000 Penalty: 4802.874512
	Iteration 32Q: 3 clusters Score -2142982 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2143271.250000 Penalty: 4802.874512
	Iteration 33Q: 3 clusters Score -2143271 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2143519.750000 Penalty: 4802.874512
	Iteration 34Q: 3 clusters Score -2143520 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2143718.250000 Penalty: 4802.874512
	Iteration 35Q: 3 clusters Score -2143718 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2143896.500000 Penalty: 4802.874512
	Iteration 36Q: 3 clusters Score -2143896 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2144069.000000 Penalty: 4802.874512
	Iteration 37Q: 3 clusters Score -2144069 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2144241.250000 Penalty: 4802.874512
	Iteration 38Q: 3 clusters Score -2144241 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2144408.500000 Penalty: 4802.874512
	Iteration 39Q: 3 clusters Score -2144408 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2144533.750000 Penalty: 4802.874512
	Iteration 40F: 3 clusters Score -2144534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2144606.750000 Penalty: 4802.874512
	Iteration 41Q: 3 clusters Score -2144607 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2144650.000000 Penalty: 4802.874512
	Iteration 42Q: 3 clusters Score -2144650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2144687.250000 Penalty: 4802.874512
	Iteration 43Q: 3 clusters Score -2144687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2144727.250000 Penalty: 4802.874512
	Iteration 44Q: 3 clusters Score -2144727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2144749.500000 Penalty: 4802.874512
	Iteration 45Q: 3 clusters Score -2144750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2144763.250000 Penalty: 4802.874512
	Iteration 46Q: 3 clusters Score -2144763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2144781.750000 Penalty: 4802.874512
	Iteration 47Q: 3 clusters Score -2144782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2144805.000000 Penalty: 4802.874512
	Iteration 48Q: 3 clusters Score -2144805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2144808.500000 Penalty: 4802.874512
	Iteration 49Q: 3 clusters Score -2144808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2144813.000000 Penalty: 4802.874512
	Iteration 50Q: 3 clusters Score -2144813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2144811.750000 Penalty: 4802.874512
	Iteration 51Q: 3 clusters Score -2144812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2144811.500000 Penalty: 4802.874512
	Iteration 52Q: 3 clusters Score -2144812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2144811.500000 Penalty: 4802.874512
	Iteration 53F: 3 clusters Score -2144812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (118408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Entering Unmasked Estep 
Score: -14885199.000000 Penalty: 2897.109131
	Iteration 0F: 2 clusters Score -1.48852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -14806122.000000 Penalty: 5794.218262
	Iteration 0F: 3 clusters Score -1.480612e+07 nChanged 56127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -14839025.000000 Penalty: 5794.218262
	Iteration 1F: 3 clusters Score -1.483902e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -14840519.000000 Penalty: 5794.218262
	Iteration 2Q: 3 clusters Score -1.484052e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -14842366.000000 Penalty: 5794.218262
	Iteration 3Q: 3 clusters Score -1.484237e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -14844891.000000 Penalty: 5794.218262
	Iteration 4Q: 3 clusters Score -1.484489e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -14848260.000000 Penalty: 5794.218262
	Iteration 5F: 3 clusters Score -1.484826e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -14852176.000000 Penalty: 5794.218262
	Iteration 6F: 3 clusters Score -1.485218e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -14856340.000000 Penalty: 5794.218262
	Iteration 7F: 3 clusters Score -1.485634e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -14860898.000000 Penalty: 5794.218262
	Iteration 8F: 3 clusters Score -1.48609e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -14866069.000000 Penalty: 5794.218262
	Iteration 9F: 3 clusters Score -1.486607e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -14871986.000000 Penalty: 5794.218262
	Iteration 10F: 3 clusters Score -1.487199e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -14877069.000000 Penalty: 5794.218262
	Iteration 11Q: 3 clusters Score -1.487707e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90637 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -14879991.000000 Penalty: 5794.218262
	Iteration 12Q: 3 clusters Score -1.487999e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -14881530.000000 Penalty: 5794.218262
	Iteration 13Q: 3 clusters Score -1.488153e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -14882641.000000 Penalty: 5794.218262
	Iteration 14Q: 3 clusters Score -1.488264e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -14883465.000000 Penalty: 5794.218262
	Iteration 15Q: 3 clusters Score -1.488346e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -14884211.000000 Penalty: 5794.218262
	Iteration 16Q: 3 clusters Score -1.488421e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -14884810.000000 Penalty: 5794.218262
	Iteration 17Q: 3 clusters Score -1.488481e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -14885231.000000 Penalty: 5794.218262
	Iteration 18Q: 3 clusters Score -1.488523e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -14885641.000000 Penalty: 5794.218262
	Iteration 19Q: 3 clusters Score -1.488564e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -14886006.000000 Penalty: 5794.218262
	Iteration 20F: 3 clusters Score -1.488601e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -14886226.000000 Penalty: 5794.218262
	Iteration 21Q: 3 clusters Score -1.488623e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -14886368.000000 Penalty: 5794.218262
	Iteration 22Q: 3 clusters Score -1.488637e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101472 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -14886481.000000 Penalty: 5794.218262
	Iteration 23Q: 3 clusters Score -1.488648e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101883 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -14886604.000000 Penalty: 5794.218262
	Iteration 24Q: 3 clusters Score -1.48866e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102225 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -14886718.000000 Penalty: 5794.218262
	Iteration 25Q: 3 clusters Score -1.488672e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -14886753.000000 Penalty: 5794.218262
	Iteration 26Q: 3 clusters Score -1.488675e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -14886774.000000 Penalty: 5794.218262
	Iteration 27Q: 3 clusters Score -1.488677e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -14886780.000000 Penalty: 5794.218262
	Iteration 28Q: 3 clusters Score -1.488678e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103216 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -14886752.000000 Penalty: 5794.218262
	Iteration 29Q: 3 clusters Score -1.488675e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103409 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -14886771.000000 Penalty: 5794.218262
	Iteration 30Q: 3 clusters Score -1.488677e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103567 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -14886804.000000 Penalty: 5794.218262
	Iteration 31Q: 3 clusters Score -1.48868e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -14886813.000000 Penalty: 5794.218262
	Iteration 32Q: 3 clusters Score -1.488681e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -14886802.000000 Penalty: 5794.218262
	Iteration 33Q: 3 clusters Score -1.48868e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103922 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -14886813.000000 Penalty: 5794.218262
	Iteration 34Q: 3 clusters Score -1.488681e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104032 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -14886844.000000 Penalty: 5794.218262
	Iteration 35Q: 3 clusters Score -1.488684e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104118 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -14886843.000000 Penalty: 5794.218262
	Iteration 36Q: 3 clusters Score -1.488684e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104196 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -14886857.000000 Penalty: 5794.218262
	Iteration 37Q: 3 clusters Score -1.488686e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -14886879.000000 Penalty: 5794.218262
	Iteration 38Q: 3 clusters Score -1.488688e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -14886875.000000 Penalty: 5794.218262
	Iteration 39Q: 3 clusters Score -1.488688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -14886875.000000 Penalty: 5794.218262
	Iteration 40F: 3 clusters Score -1.488688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -14886872.000000 Penalty: 5794.218262
	Iteration 41Q: 3 clusters Score -1.488687e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104420 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -14886886.000000 Penalty: 5794.218262
	Iteration 42Q: 3 clusters Score -1.488689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -14886880.000000 Penalty: 5794.218262
	Iteration 43Q: 3 clusters Score -1.488688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -14886876.000000 Penalty: 5794.218262
	Iteration 44Q: 3 clusters Score -1.488688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104477 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -14886871.000000 Penalty: 5794.218262
	Iteration 45Q: 3 clusters Score -1.488687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104498 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -14886858.000000 Penalty: 5794.218262
	Iteration 46Q: 3 clusters Score -1.488686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104520 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -14886846.000000 Penalty: 5794.218262
	Iteration 47Q: 3 clusters Score -1.488685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -14886854.000000 Penalty: 5794.218262
	Iteration 48Q: 3 clusters Score -1.488685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -14886856.000000 Penalty: 5794.218262
	Iteration 49Q: 3 clusters Score -1.488686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -14886883.000000 Penalty: 5794.218262
	Iteration 50Q: 3 clusters Score -1.488688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104580 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -14886880.000000 Penalty: 5794.218262
	Iteration 51Q: 3 clusters Score -1.488688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104585 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -14886878.000000 Penalty: 5794.218262
	Iteration 52Q: 3 clusters Score -1.488688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104588 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -14886874.000000 Penalty: 5794.218262
	Iteration 53Q: 3 clusters Score -1.488687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104592 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -14886892.000000 Penalty: 5794.218262
	Iteration 54Q: 3 clusters Score -1.488689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -14886892.000000 Penalty: 5794.218262
	Iteration 55Q: 3 clusters Score -1.488689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104597 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -14886889.000000 Penalty: 5794.218262
	Iteration 56Q: 3 clusters Score -1.488689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -14886892.000000 Penalty: 5794.218262
	Iteration 57Q: 3 clusters Score -1.488689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -14886890.000000 Penalty: 5794.218262
	Iteration 58Q: 3 clusters Score -1.488689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -14886899.000000 Penalty: 5794.218262
	Iteration 59Q: 3 clusters Score -1.48869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -14886901.000000 Penalty: 5794.218262
	Iteration 60F: 3 clusters Score -1.48869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -14886884.000000 Penalty: 5794.218262
	Iteration 61Q: 3 clusters Score -1.488688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -14886881.000000 Penalty: 5794.218262
	Iteration 62Q: 3 clusters Score -1.488688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -14886874.000000 Penalty: 5794.218262
	Iteration 63Q: 3 clusters Score -1.488687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -14886866.000000 Penalty: 5794.218262
	Iteration 64Q: 3 clusters Score -1.488687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -14886883.000000 Penalty: 5794.218262
	Iteration 65Q: 3 clusters Score -1.488688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -14886866.000000 Penalty: 5794.218262
	Iteration 66Q: 3 clusters Score -1.488687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -14886871.000000 Penalty: 5794.218262
	Iteration 67Q: 3 clusters Score -1.488687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104639 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -14886881.000000 Penalty: 5794.218262
	Iteration 68Q: 3 clusters Score -1.488688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104639 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -14886881.000000 Penalty: 5794.218262
	Iteration 69F: 3 clusters Score -1.488688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 54836 members 
Mstep: Class 3 contains 16046 members 
Mstep: Class 4 contains 104639 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 11826 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 21840 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 4462 members 
Mstep: Class 14 contains 3394 members 
Mstep: Class 15 contains 70395 members 
Mstep: Class 16 contains 9301 members 
Mstep: Class 17 contains 6195 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 52620 members 
Mstep: Class 21 contains 8621 members 
Mstep: Class 22 contains 150575 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 27444 members 
Mstep: Class 25 contains 31276 members 
Mstep: Class 26 contains 469 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 13769 members 
Entering Unmasked Estep 
Score: -77983536.000000 Penalty: 92705.921875
Splitting cluster 4 changes total score from -77982096.000000 to -77983536.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 5 (5101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Entering Unmasked Estep 
Score: -653481.125000 Penalty: 2117.223633
	Iteration 0F: 2 clusters Score -653481.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -648965.875000 Penalty: 4234.447266
	Iteration 0F: 3 clusters Score -648965.9 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -650081.937500 Penalty: 4234.447266
	Iteration 1F: 3 clusters Score -650081.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -650411.062500 Penalty: 4234.447266
	Iteration 2F: 3 clusters Score -650411.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -650652.000000 Penalty: 4234.447266
	Iteration 3F: 3 clusters Score -650652 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -650867.937500 Penalty: 4234.447266
	Iteration 4F: 3 clusters Score -650867.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -651048.750000 Penalty: 4234.447266
	Iteration 5F: 3 clusters Score -651048.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -651224.000000 Penalty: 4234.447266
	Iteration 6F: 3 clusters Score -651224 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -651401.750000 Penalty: 4234.447266
	Iteration 7Q: 3 clusters Score -651401.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -651554.625000 Penalty: 4234.447266
	Iteration 8Q: 3 clusters Score -651554.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -651688.062500 Penalty: 4234.447266
	Iteration 9Q: 3 clusters Score -651688.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -651835.562500 Penalty: 4234.447266
	Iteration 10Q: 3 clusters Score -651835.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -651948.750000 Penalty: 4234.447266
	Iteration 11Q: 3 clusters Score -651948.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -652034.250000 Penalty: 4234.447266
	Iteration 12Q: 3 clusters Score -652034.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -652110.812500 Penalty: 4234.447266
	Iteration 13Q: 3 clusters Score -652110.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -652175.437500 Penalty: 4234.447266
	Iteration 14Q: 3 clusters Score -652175.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -652219.000000 Penalty: 4234.447266
	Iteration 15Q: 3 clusters Score -652219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -652254.437500 Penalty: 4234.447266
	Iteration 16Q: 3 clusters Score -652254.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -652274.562500 Penalty: 4234.447266
	Iteration 17Q: 3 clusters Score -652274.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -652288.187500 Penalty: 4234.447266
	Iteration 18Q: 3 clusters Score -652288.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -652299.812500 Penalty: 4234.447266
	Iteration 19Q: 3 clusters Score -652299.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -652309.375000 Penalty: 4234.447266
	Iteration 20F: 3 clusters Score -652309.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -652320.562500 Penalty: 4234.447266
	Iteration 21Q: 3 clusters Score -652320.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -652331.625000 Penalty: 4234.447266
	Iteration 22Q: 3 clusters Score -652331.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -652339.625000 Penalty: 4234.447266
	Iteration 23Q: 3 clusters Score -652339.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -652344.875000 Penalty: 4234.447266
	Iteration 24Q: 3 clusters Score -652344.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -652353.187500 Penalty: 4234.447266
	Iteration 25Q: 3 clusters Score -652353.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -652356.937500 Penalty: 4234.447266
	Iteration 26Q: 3 clusters Score -652356.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -652359.875000 Penalty: 4234.447266
	Iteration 27Q: 3 clusters Score -652359.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -652367.250000 Penalty: 4234.447266
	Iteration 28Q: 3 clusters Score -652367.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -652371.500000 Penalty: 4234.447266
	Iteration 29Q: 3 clusters Score -652371.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -652375.562500 Penalty: 4234.447266
	Iteration 30Q: 3 clusters Score -652375.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -652378.375000 Penalty: 4234.447266
	Iteration 31Q: 3 clusters Score -652378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -652380.937500 Penalty: 4234.447266
	Iteration 32Q: 3 clusters Score -652380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -652384.437500 Penalty: 4234.447266
	Iteration 33Q: 3 clusters Score -652384.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -652386.500000 Penalty: 4234.447266
	Iteration 34Q: 3 clusters Score -652386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -652386.687500 Penalty: 4234.447266
	Iteration 35Q: 3 clusters Score -652386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -652388.000000 Penalty: 4234.447266
	Iteration 36Q: 3 clusters Score -652388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -652388.250000 Penalty: 4234.447266
	Iteration 37Q: 3 clusters Score -652388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -652388.875000 Penalty: 4234.447266
	Iteration 38Q: 3 clusters Score -652388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -652388.937500 Penalty: 4234.447266
	Iteration 39Q: 3 clusters Score -652388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -652388.937500 Penalty: 4234.447266
	Iteration 40F: 3 clusters Score -652388.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -318245.343750 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -318245.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -315147.375000 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -315147.4 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315843.437500 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -315843.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -316082.687500 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -316082.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -316228.687500 Penalty: 3915.211670
	Iteration 3F: 3 clusters Score -316228.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -316338.500000 Penalty: 3915.211670
	Iteration 4Q: 3 clusters Score -316338.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -316470.906250 Penalty: 3915.211670
	Iteration 5Q: 3 clusters Score -316470.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -316632.968750 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -316633 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -316778.156250 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -316778.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -316889.468750 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -316889.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -317002.625000 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -317002.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -317083.500000 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -317083.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -317159.500000 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -317159.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -317232.875000 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -317232.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -317298.093750 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -317298.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -317338.718750 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -317338.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -317366.312500 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -317366.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -317398.093750 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -317398.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -317425.218750 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -317425.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -317452.906250 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -317452.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -317476.375000 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -317476.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -317495.375000 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -317495.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -317512.562500 Penalty: 3915.211670
	Iteration 21Q: 3 clusters Score -317512.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -317522.312500 Penalty: 3915.211670
	Iteration 22Q: 3 clusters Score -317522.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -317527.750000 Penalty: 3915.211670
	Iteration 23Q: 3 clusters Score -317527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -317534.312500 Penalty: 3915.211670
	Iteration 24Q: 3 clusters Score -317534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -317538.187500 Penalty: 3915.211670
	Iteration 25Q: 3 clusters Score -317538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -317542.218750 Penalty: 3915.211670
	Iteration 26Q: 3 clusters Score -317542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -317543.656250 Penalty: 3915.211670
	Iteration 27Q: 3 clusters Score -317543.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -317544.875000 Penalty: 3915.211670
	Iteration 28Q: 3 clusters Score -317544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -317545.125000 Penalty: 3915.211670
	Iteration 29Q: 3 clusters Score -317545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -317546.031250 Penalty: 3915.211670
	Iteration 30Q: 3 clusters Score -317546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -317547.031250 Penalty: 3915.211670
	Iteration 31Q: 3 clusters Score -317547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -317555.500000 Penalty: 3915.211670
	Iteration 32Q: 3 clusters Score -317555.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -317574.062500 Penalty: 3915.211670
	Iteration 33Q: 3 clusters Score -317574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -317584.250000 Penalty: 3915.211670
	Iteration 34Q: 3 clusters Score -317584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -317590.031250 Penalty: 3915.211670
	Iteration 35Q: 3 clusters Score -317590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -317599.093750 Penalty: 3915.211670
	Iteration 36Q: 3 clusters Score -317599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -317605.125000 Penalty: 3915.211670
	Iteration 37Q: 3 clusters Score -317605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -317606.437500 Penalty: 3915.211670
	Iteration 38Q: 3 clusters Score -317606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -317606.437500 Penalty: 3915.211670
	Iteration 39F: 3 clusters Score -317606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Entering Unmasked Estep 
Score: -1398608.500000 Penalty: 2325.757812
	Iteration 0F: 2 clusters Score -1398608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1389832.375000 Penalty: 4651.515625
	Iteration 0F: 3 clusters Score -1389832 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1392679.500000 Penalty: 4651.515625
	Iteration 1F: 3 clusters Score -1392680 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1393224.250000 Penalty: 4651.515625
	Iteration 2F: 3 clusters Score -1393224 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1393766.125000 Penalty: 4651.515625
	Iteration 3F: 3 clusters Score -1393766 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1394253.625000 Penalty: 4651.515625
	Iteration 4F: 3 clusters Score -1394254 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1394703.625000 Penalty: 4651.515625
	Iteration 5F: 3 clusters Score -1394704 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1395069.625000 Penalty: 4651.515625
	Iteration 6Q: 3 clusters Score -1395070 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1395355.625000 Penalty: 4651.515625
	Iteration 7Q: 3 clusters Score -1395356 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1395568.375000 Penalty: 4651.515625
	Iteration 8Q: 3 clusters Score -1395568 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1395760.250000 Penalty: 4651.515625
	Iteration 9Q: 3 clusters Score -1395760 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1395922.250000 Penalty: 4651.515625
	Iteration 10Q: 3 clusters Score -1395922 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1396071.750000 Penalty: 4651.515625
	Iteration 11Q: 3 clusters Score -1396072 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1396194.375000 Penalty: 4651.515625
	Iteration 12Q: 3 clusters Score -1396194 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1396298.625000 Penalty: 4651.515625
	Iteration 13Q: 3 clusters Score -1396299 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1396387.625000 Penalty: 4651.515625
	Iteration 14Q: 3 clusters Score -1396388 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1396441.500000 Penalty: 4651.515625
	Iteration 15Q: 3 clusters Score -1396442 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1396490.000000 Penalty: 4651.515625
	Iteration 16Q: 3 clusters Score -1396490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1396524.750000 Penalty: 4651.515625
	Iteration 17Q: 3 clusters Score -1396525 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1396540.875000 Penalty: 4651.515625
	Iteration 18Q: 3 clusters Score -1396541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1396555.500000 Penalty: 4651.515625
	Iteration 19Q: 3 clusters Score -1396556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1396568.125000 Penalty: 4651.515625
	Iteration 20F: 3 clusters Score -1396568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1396583.750000 Penalty: 4651.515625
	Iteration 21Q: 3 clusters Score -1396584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1396597.250000 Penalty: 4651.515625
	Iteration 22Q: 3 clusters Score -1396597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1396610.375000 Penalty: 4651.515625
	Iteration 23Q: 3 clusters Score -1396610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1396623.250000 Penalty: 4651.515625
	Iteration 24Q: 3 clusters Score -1396623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1396633.250000 Penalty: 4651.515625
	Iteration 25Q: 3 clusters Score -1396633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1396641.125000 Penalty: 4651.515625
	Iteration 26Q: 3 clusters Score -1396641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1396640.125000 Penalty: 4651.515625
	Iteration 27Q: 3 clusters Score -1396640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1396646.125000 Penalty: 4651.515625
	Iteration 28Q: 3 clusters Score -1396646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1396649.250000 Penalty: 4651.515625
	Iteration 29Q: 3 clusters Score -1396649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1396649.875000 Penalty: 4651.515625
	Iteration 30Q: 3 clusters Score -1396650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1396650.250000 Penalty: 4651.515625
	Iteration 31Q: 3 clusters Score -1396650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1396650.000000 Penalty: 4651.515625
	Iteration 32Q: 3 clusters Score -1396650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1396654.875000 Penalty: 4651.515625
	Iteration 33Q: 3 clusters Score -1396655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1396659.250000 Penalty: 4651.515625
	Iteration 34Q: 3 clusters Score -1396659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1396658.750000 Penalty: 4651.515625
	Iteration 35Q: 3 clusters Score -1396659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1396659.000000 Penalty: 4651.515625
	Iteration 36Q: 3 clusters Score -1396659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1396660.750000 Penalty: 4651.515625
	Iteration 37Q: 3 clusters Score -1396661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1396664.625000 Penalty: 4651.515625
	Iteration 38Q: 3 clusters Score -1396665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1396665.250000 Penalty: 4651.515625
	Iteration 39Q: 3 clusters Score -1396665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1396668.000000 Penalty: 4651.515625
	Iteration 40F: 3 clusters Score -1396668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1396667.500000 Penalty: 4651.515625
	Iteration 41Q: 3 clusters Score -1396668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1396668.625000 Penalty: 4651.515625
	Iteration 42Q: 3 clusters Score -1396669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1396668.625000 Penalty: 4651.515625
	Iteration 43F: 3 clusters Score -1396669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Entering Unmasked Estep 
Score: -492465.812500 Penalty: 2056.738281
	Iteration 0F: 2 clusters Score -492465.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -488547.187500 Penalty: 4113.476562
	Iteration 0F: 3 clusters Score -488547.2 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -489391.906250 Penalty: 4113.476562
	Iteration 1F: 3 clusters Score -489391.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -489603.500000 Penalty: 4113.476562
	Iteration 2F: 3 clusters Score -489603.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -489749.968750 Penalty: 4113.476562
	Iteration 3F: 3 clusters Score -489750 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -489852.968750 Penalty: 4113.476562
	Iteration 4Q: 3 clusters Score -489853 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -489942.343750 Penalty: 4113.476562
	Iteration 5Q: 3 clusters Score -489942.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -490020.843750 Penalty: 4113.476562
	Iteration 6Q: 3 clusters Score -490020.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -490092.156250 Penalty: 4113.476562
	Iteration 7Q: 3 clusters Score -490092.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -490173.218750 Penalty: 4113.476562
	Iteration 8Q: 3 clusters Score -490173.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -490245.187500 Penalty: 4113.476562
	Iteration 9Q: 3 clusters Score -490245.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -490335.781250 Penalty: 4113.476562
	Iteration 10Q: 3 clusters Score -490335.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -490417.625000 Penalty: 4113.476562
	Iteration 11Q: 3 clusters Score -490417.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -490478.593750 Penalty: 4113.476562
	Iteration 12Q: 3 clusters Score -490478.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -490520.718750 Penalty: 4113.476562
	Iteration 13Q: 3 clusters Score -490520.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -490569.468750 Penalty: 4113.476562
	Iteration 14Q: 3 clusters Score -490569.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -490611.062500 Penalty: 4113.476562
	Iteration 15Q: 3 clusters Score -490611.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -490656.625000 Penalty: 4113.476562
	Iteration 16Q: 3 clusters Score -490656.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -490694.218750 Penalty: 4113.476562
	Iteration 17Q: 3 clusters Score -490694.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -490716.187500 Penalty: 4113.476562
	Iteration 18Q: 3 clusters Score -490716.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -490732.625000 Penalty: 4113.476562
	Iteration 19Q: 3 clusters Score -490732.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -490754.093750 Penalty: 4113.476562
	Iteration 20F: 3 clusters Score -490754.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -490774.843750 Penalty: 4113.476562
	Iteration 21Q: 3 clusters Score -490774.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -490799.093750 Penalty: 4113.476562
	Iteration 22Q: 3 clusters Score -490799.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -490812.937500 Penalty: 4113.476562
	Iteration 23Q: 3 clusters Score -490812.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -490820.968750 Penalty: 4113.476562
	Iteration 24Q: 3 clusters Score -490821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -490829.500000 Penalty: 4113.476562
	Iteration 25Q: 3 clusters Score -490829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -490833.062500 Penalty: 4113.476562
	Iteration 26Q: 3 clusters Score -490833.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -490834.906250 Penalty: 4113.476562
	Iteration 27Q: 3 clusters Score -490834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -490836.875000 Penalty: 4113.476562
	Iteration 28Q: 3 clusters Score -490836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -490839.343750 Penalty: 4113.476562
	Iteration 29Q: 3 clusters Score -490839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -490847.937500 Penalty: 4113.476562
	Iteration 30Q: 3 clusters Score -490847.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -490856.625000 Penalty: 4113.476562
	Iteration 31Q: 3 clusters Score -490856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -490875.062500 Penalty: 4113.476562
	Iteration 32Q: 3 clusters Score -490875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -490882.625000 Penalty: 4113.476562
	Iteration 33Q: 3 clusters Score -490882.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -490886.937500 Penalty: 4113.476562
	Iteration 34Q: 3 clusters Score -490886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -490887.687500 Penalty: 4113.476562
	Iteration 35Q: 3 clusters Score -490887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -490889.093750 Penalty: 4113.476562
	Iteration 36Q: 3 clusters Score -490889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -490889.093750 Penalty: 4113.476562
	Iteration 37F: 3 clusters Score -490889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Entering Unmasked Estep 
Score: -2787087.000000 Penalty: 2477.891602
	Iteration 0F: 2 clusters Score -2787087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2771849.250000 Penalty: 4955.783203
	Iteration 0F: 3 clusters Score -2771849 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2776963.000000 Penalty: 4955.783203
	Iteration 1F: 3 clusters Score -2776963 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2777359.000000 Penalty: 4955.783203
	Iteration 2F: 3 clusters Score -2777359 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2777685.500000 Penalty: 4955.783203
	Iteration 3Q: 3 clusters Score -2777686 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2778025.500000 Penalty: 4955.783203
	Iteration 4Q: 3 clusters Score -2778026 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2778424.000000 Penalty: 4955.783203
	Iteration 5Q: 3 clusters Score -2778424 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2778933.000000 Penalty: 4955.783203
	Iteration 6Q: 3 clusters Score -2778933 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2779529.250000 Penalty: 4955.783203
	Iteration 7Q: 3 clusters Score -2779529 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2780238.000000 Penalty: 4955.783203
	Iteration 8F: 3 clusters Score -2780238 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2780983.500000 Penalty: 4955.783203
	Iteration 9F: 3 clusters Score -2780984 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2781766.250000 Penalty: 4955.783203
	Iteration 10F: 3 clusters Score -2781766 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2782469.750000 Penalty: 4955.783203
	Iteration 11Q: 3 clusters Score -2782470 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2783039.750000 Penalty: 4955.783203
	Iteration 12Q: 3 clusters Score -2783040 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2783563.000000 Penalty: 4955.783203
	Iteration 13Q: 3 clusters Score -2783563 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2783988.250000 Penalty: 4955.783203
	Iteration 14Q: 3 clusters Score -2783988 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2784297.250000 Penalty: 4955.783203
	Iteration 15Q: 3 clusters Score -2784297 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2784498.750000 Penalty: 4955.783203
	Iteration 16Q: 3 clusters Score -2784499 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2784628.500000 Penalty: 4955.783203
	Iteration 17Q: 3 clusters Score -2784628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2784701.250000 Penalty: 4955.783203
	Iteration 18Q: 3 clusters Score -2784701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2784765.000000 Penalty: 4955.783203
	Iteration 19Q: 3 clusters Score -2784765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2784806.250000 Penalty: 4955.783203
	Iteration 20F: 3 clusters Score -2784806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2784836.500000 Penalty: 4955.783203
	Iteration 21Q: 3 clusters Score -2784836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2784856.750000 Penalty: 4955.783203
	Iteration 22Q: 3 clusters Score -2784857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2784875.250000 Penalty: 4955.783203
	Iteration 23Q: 3 clusters Score -2784875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2784888.500000 Penalty: 4955.783203
	Iteration 24Q: 3 clusters Score -2784888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2784902.250000 Penalty: 4955.783203
	Iteration 25Q: 3 clusters Score -2784902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2784922.500000 Penalty: 4955.783203
	Iteration 26Q: 3 clusters Score -2784922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2784930.250000 Penalty: 4955.783203
	Iteration 27Q: 3 clusters Score -2784930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2784942.500000 Penalty: 4955.783203
	Iteration 28Q: 3 clusters Score -2784942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2784955.000000 Penalty: 4955.783203
	Iteration 29Q: 3 clusters Score -2784955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2784958.750000 Penalty: 4955.783203
	Iteration 30Q: 3 clusters Score -2784959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2784965.750000 Penalty: 4955.783203
	Iteration 31Q: 3 clusters Score -2784966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2784970.000000 Penalty: 4955.783203
	Iteration 32Q: 3 clusters Score -2784970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2784967.500000 Penalty: 4955.783203
	Iteration 33Q: 3 clusters Score -2784968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2784969.750000 Penalty: 4955.783203
	Iteration 34Q: 3 clusters Score -2784970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2784977.500000 Penalty: 4955.783203
	Iteration 35Q: 3 clusters Score -2784978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2784975.000000 Penalty: 4955.783203
	Iteration 36Q: 3 clusters Score -2784975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2784975.000000 Penalty: 4955.783203
	Iteration 37F: 3 clusters Score -2784975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -234138.171875 Penalty: 1886.507324
	Iteration 0F: 2 clusters Score -234138.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -231586.359375 Penalty: 3773.014648
	Iteration 0F: 3 clusters Score -231586.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232429.515625 Penalty: 3773.014648
	Iteration 1F: 3 clusters Score -232429.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -232822.546875 Penalty: 3773.014648
	Iteration 2F: 3 clusters Score -232822.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -233100.890625 Penalty: 3773.014648
	Iteration 3F: 3 clusters Score -233100.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -233256.625000 Penalty: 3773.014648
	Iteration 4F: 3 clusters Score -233256.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -233355.015625 Penalty: 3773.014648
	Iteration 5Q: 3 clusters Score -233355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -233430.859375 Penalty: 3773.014648
	Iteration 6Q: 3 clusters Score -233430.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -233469.750000 Penalty: 3773.014648
	Iteration 7Q: 3 clusters Score -233469.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -233487.562500 Penalty: 3773.014648
	Iteration 8Q: 3 clusters Score -233487.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -233501.765625 Penalty: 3773.014648
	Iteration 9Q: 3 clusters Score -233501.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -233511.671875 Penalty: 3773.014648
	Iteration 10Q: 3 clusters Score -233511.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -233520.921875 Penalty: 3773.014648
	Iteration 11Q: 3 clusters Score -233520.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -233532.203125 Penalty: 3773.014648
	Iteration 12Q: 3 clusters Score -233532.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -233547.375000 Penalty: 3773.014648
	Iteration 13Q: 3 clusters Score -233547.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -233566.000000 Penalty: 3773.014648
	Iteration 14Q: 3 clusters Score -233566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -233570.687500 Penalty: 3773.014648
	Iteration 15Q: 3 clusters Score -233570.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -233580.000000 Penalty: 3773.014648
	Iteration 16Q: 3 clusters Score -233580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -233587.468750 Penalty: 3773.014648
	Iteration 17Q: 3 clusters Score -233587.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -233596.953125 Penalty: 3773.014648
	Iteration 18Q: 3 clusters Score -233597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -233604.234375 Penalty: 3773.014648
	Iteration 19Q: 3 clusters Score -233604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -233613.343750 Penalty: 3773.014648
	Iteration 20F: 3 clusters Score -233613.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -233620.750000 Penalty: 3773.014648
	Iteration 21Q: 3 clusters Score -233620.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -233632.250000 Penalty: 3773.014648
	Iteration 22Q: 3 clusters Score -233632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -233642.875000 Penalty: 3773.014648
	Iteration 23Q: 3 clusters Score -233642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -233647.546875 Penalty: 3773.014648
	Iteration 24Q: 3 clusters Score -233647.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -233649.609375 Penalty: 3773.014648
	Iteration 25Q: 3 clusters Score -233649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -233652.359375 Penalty: 3773.014648
	Iteration 26Q: 3 clusters Score -233652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -233653.484375 Penalty: 3773.014648
	Iteration 27Q: 3 clusters Score -233653.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -233654.718750 Penalty: 3773.014648
	Iteration 28Q: 3 clusters Score -233654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -233654.718750 Penalty: 3773.014648
	Iteration 29F: 3 clusters Score -233654.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Entering Unmasked Estep 
Score: -1233524.375000 Penalty: 2273.160645
	Iteration 0F: 2 clusters Score -1233524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1226205.000000 Penalty: 4546.321289
	Iteration 0F: 3 clusters Score -1226205 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1228303.000000 Penalty: 4546.321289
	Iteration 1F: 3 clusters Score -1228303 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1228720.625000 Penalty: 4546.321289
	Iteration 2F: 3 clusters Score -1228721 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1229170.875000 Penalty: 4546.321289
	Iteration 3F: 3 clusters Score -1229171 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1229726.500000 Penalty: 4546.321289
	Iteration 4F: 3 clusters Score -1229726 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1230302.000000 Penalty: 4546.321289
	Iteration 5F: 3 clusters Score -1230302 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1230747.250000 Penalty: 4546.321289
	Iteration 6F: 3 clusters Score -1230747 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1231050.250000 Penalty: 4546.321289
	Iteration 7Q: 3 clusters Score -1231050 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1231300.750000 Penalty: 4546.321289
	Iteration 8Q: 3 clusters Score -1231301 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1231511.625000 Penalty: 4546.321289
	Iteration 9Q: 3 clusters Score -1231512 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1231667.500000 Penalty: 4546.321289
	Iteration 10Q: 3 clusters Score -1231668 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1231783.000000 Penalty: 4546.321289
	Iteration 11Q: 3 clusters Score -1231783 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1231867.250000 Penalty: 4546.321289
	Iteration 12Q: 3 clusters Score -1231867 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1231922.750000 Penalty: 4546.321289
	Iteration 13Q: 3 clusters Score -1231923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1231964.750000 Penalty: 4546.321289
	Iteration 14Q: 3 clusters Score -1231965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1231993.375000 Penalty: 4546.321289
	Iteration 15Q: 3 clusters Score -1231993 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1232022.625000 Penalty: 4546.321289
	Iteration 16Q: 3 clusters Score -1232023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1232042.875000 Penalty: 4546.321289
	Iteration 17Q: 3 clusters Score -1232043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1232059.000000 Penalty: 4546.321289
	Iteration 18Q: 3 clusters Score -1232059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1232075.500000 Penalty: 4546.321289
	Iteration 19Q: 3 clusters Score -1232076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1232082.125000 Penalty: 4546.321289
	Iteration 20F: 3 clusters Score -1232082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1232089.500000 Penalty: 4546.321289
	Iteration 21Q: 3 clusters Score -1232090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1232096.375000 Penalty: 4546.321289
	Iteration 22Q: 3 clusters Score -1232096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1232097.000000 Penalty: 4546.321289
	Iteration 23Q: 3 clusters Score -1232097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1232102.125000 Penalty: 4546.321289
	Iteration 24Q: 3 clusters Score -1232102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1232104.875000 Penalty: 4546.321289
	Iteration 25Q: 3 clusters Score -1232105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1232109.000000 Penalty: 4546.321289
	Iteration 26Q: 3 clusters Score -1232109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1232107.125000 Penalty: 4546.321289
	Iteration 27Q: 3 clusters Score -1232107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1232108.375000 Penalty: 4546.321289
	Iteration 28Q: 3 clusters Score -1232108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1232107.750000 Penalty: 4546.321289
	Iteration 29Q: 3 clusters Score -1232108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1232107.500000 Penalty: 4546.321289
	Iteration 30Q: 3 clusters Score -1232108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1232108.750000 Penalty: 4546.321289
	Iteration 31Q: 3 clusters Score -1232109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1232109.625000 Penalty: 4546.321289
	Iteration 32Q: 3 clusters Score -1232110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1232108.250000 Penalty: 4546.321289
	Iteration 33Q: 3 clusters Score -1232108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1232108.250000 Penalty: 4546.321289
	Iteration 34F: 3 clusters Score -1232108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -35085.253906 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -35085.25 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 170 members 
Entering Unmasked Estep 
Score: -33939.777344 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -33939.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34063.921875 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -34063.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34127.496094 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -34127.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34196.218750 Penalty: 2851.698975
	Iteration 3F: 3 clusters Score -34196.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34275.187500 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -34275.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34318.070312 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -34318.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34391.695312 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -34391.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34479.054688 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -34479.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34592.835938 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -34592.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34609.503906 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -34609.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34609.503906 Penalty: 2851.698975
	Iteration 10F: 3 clusters Score -34609.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -570453.000000 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -570453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -566305.750000 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -566305.8 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -567228.437500 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -567228.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -567428.437500 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -567428.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -567547.687500 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -567547.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -567620.437500 Penalty: 4168.062988
	Iteration 4Q: 3 clusters Score -567620.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -567678.250000 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -567678.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -567713.312500 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -567713.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -567745.250000 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -567745.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -567773.062500 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -567773.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -567802.125000 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -567802.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -567826.125000 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -567826.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -567843.062500 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -567843.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -567852.437500 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -567852.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -567860.250000 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -567860.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -567869.125000 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -567869.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -567877.000000 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -567877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -567881.562500 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -567881.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -567887.312500 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -567887.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -567889.875000 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -567889.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -567893.187500 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -567893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -567893.562500 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -567893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -567896.062500 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -567896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -567897.750000 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -567897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -567899.000000 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -567899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -567901.187500 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -567901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -567903.687500 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -567903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -567906.375000 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -567906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -567905.937500 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -567905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -567905.812500 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -567905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -567905.937500 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -567905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -567906.375000 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -567906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -567908.562500 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -567908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -567909.750000 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -567909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -567911.625000 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -567911.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -567914.250000 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -567914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -567916.250000 Penalty: 4168.062988
	Iteration 35Q: 3 clusters Score -567916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -567917.812500 Penalty: 4168.062988
	Iteration 36Q: 3 clusters Score -567917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -567918.500000 Penalty: 4168.062988
	Iteration 37Q: 3 clusters Score -567918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -567919.312500 Penalty: 4168.062988
	Iteration 38Q: 3 clusters Score -567919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -567921.625000 Penalty: 4168.062988
	Iteration 39Q: 3 clusters Score -567921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -567920.750000 Penalty: 4168.062988
	Iteration 40F: 3 clusters Score -567920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -567921.187500 Penalty: 4168.062988
	Iteration 41Q: 3 clusters Score -567921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -567921.312500 Penalty: 4168.062988
	Iteration 42Q: 3 clusters Score -567921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -567921.312500 Penalty: 4168.062988
	Iteration 43F: 3 clusters Score -567921.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -396739.500000 Penalty: 2016.181641
	Iteration 0F: 2 clusters Score -396739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -393274.281250 Penalty: 4032.363281
	Iteration 0F: 3 clusters Score -393274.3 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -394250.218750 Penalty: 4032.363281
	Iteration 1F: 3 clusters Score -394250.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -394588.531250 Penalty: 4032.363281
	Iteration 2F: 3 clusters Score -394588.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -394885.000000 Penalty: 4032.363281
	Iteration 3F: 3 clusters Score -394885 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -395149.468750 Penalty: 4032.363281
	Iteration 4F: 3 clusters Score -395149.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -395429.156250 Penalty: 4032.363281
	Iteration 5F: 3 clusters Score -395429.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -395673.218750 Penalty: 4032.363281
	Iteration 6F: 3 clusters Score -395673.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -395860.593750 Penalty: 4032.363281
	Iteration 7F: 3 clusters Score -395860.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -395968.968750 Penalty: 4032.363281
	Iteration 8Q: 3 clusters Score -395969 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -396019.125000 Penalty: 4032.363281
	Iteration 9Q: 3 clusters Score -396019.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -396053.781250 Penalty: 4032.363281
	Iteration 10Q: 3 clusters Score -396053.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -396073.062500 Penalty: 4032.363281
	Iteration 11Q: 3 clusters Score -396073.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -396083.812500 Penalty: 4032.363281
	Iteration 12Q: 3 clusters Score -396083.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -396088.187500 Penalty: 4032.363281
	Iteration 13Q: 3 clusters Score -396088.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -396092.812500 Penalty: 4032.363281
	Iteration 14Q: 3 clusters Score -396092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -396095.281250 Penalty: 4032.363281
	Iteration 15Q: 3 clusters Score -396095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -396096.593750 Penalty: 4032.363281
	Iteration 16Q: 3 clusters Score -396096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -396097.062500 Penalty: 4032.363281
	Iteration 17Q: 3 clusters Score -396097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -396099.281250 Penalty: 4032.363281
	Iteration 18Q: 3 clusters Score -396099.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -396100.531250 Penalty: 4032.363281
	Iteration 19Q: 3 clusters Score -396100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -396100.812500 Penalty: 4032.363281
	Iteration 20F: 3 clusters Score -396100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -396101.250000 Penalty: 4032.363281
	Iteration 21Q: 3 clusters Score -396101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -396101.250000 Penalty: 4032.363281
	Iteration 22F: 3 clusters Score -396101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (70395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Entering Unmasked Estep 
Score: -9060250.000000 Penalty: 2768.145752
	Iteration 0F: 2 clusters Score -9060250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -9013128.000000 Penalty: 5536.291504
	Iteration 0F: 3 clusters Score -9013128 nChanged 32855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -9031871.000000 Penalty: 5536.291504
	Iteration 1F: 3 clusters Score -9031871 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -9032808.000000 Penalty: 5536.291504
	Iteration 2Q: 3 clusters Score -9032808 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -9034104.000000 Penalty: 5536.291504
	Iteration 3Q: 3 clusters Score -9034104 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -9035563.000000 Penalty: 5536.291504
	Iteration 4Q: 3 clusters Score -9035563 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -9037253.000000 Penalty: 5536.291504
	Iteration 5F: 3 clusters Score -9037253 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -9038978.000000 Penalty: 5536.291504
	Iteration 6F: 3 clusters Score -9038978 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -9040648.000000 Penalty: 5536.291504
	Iteration 7F: 3 clusters Score -9040648 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -9041951.000000 Penalty: 5536.291504
	Iteration 8Q: 3 clusters Score -9041951 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -9042970.000000 Penalty: 5536.291504
	Iteration 9Q: 3 clusters Score -9042970 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -9043765.000000 Penalty: 5536.291504
	Iteration 10Q: 3 clusters Score -9043765 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -9044512.000000 Penalty: 5536.291504
	Iteration 11Q: 3 clusters Score -9044512 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -9045319.000000 Penalty: 5536.291504
	Iteration 12Q: 3 clusters Score -9045319 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -9046343.000000 Penalty: 5536.291504
	Iteration 13Q: 3 clusters Score -9046343 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -9047346.000000 Penalty: 5536.291504
	Iteration 14Q: 3 clusters Score -9047346 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -9048496.000000 Penalty: 5536.291504
	Iteration 15Q: 3 clusters Score -9048496 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -9049644.000000 Penalty: 5536.291504
	Iteration 16Q: 3 clusters Score -9049644 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -9050734.000000 Penalty: 5536.291504
	Iteration 17Q: 3 clusters Score -9050734 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -9051768.000000 Penalty: 5536.291504
	Iteration 18Q: 3 clusters Score -9051768 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -9052824.000000 Penalty: 5536.291504
	Iteration 19Q: 3 clusters Score -9052824 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -9053812.000000 Penalty: 5536.291504
	Iteration 20F: 3 clusters Score -9053812 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -9054669.000000 Penalty: 5536.291504
	Iteration 21Q: 3 clusters Score -9054669 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -9055491.000000 Penalty: 5536.291504
	Iteration 22Q: 3 clusters Score -9055491 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -9056203.000000 Penalty: 5536.291504
	Iteration 23Q: 3 clusters Score -9056203 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -9056644.000000 Penalty: 5536.291504
	Iteration 24Q: 3 clusters Score -9056644 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -9057059.000000 Penalty: 5536.291504
	Iteration 25Q: 3 clusters Score -9057059 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -9057367.000000 Penalty: 5536.291504
	Iteration 26Q: 3 clusters Score -9057367 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -9057552.000000 Penalty: 5536.291504
	Iteration 27Q: 3 clusters Score -9057552 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -9057667.000000 Penalty: 5536.291504
	Iteration 28Q: 3 clusters Score -9057667 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -9057779.000000 Penalty: 5536.291504
	Iteration 29Q: 3 clusters Score -9057779 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -9057870.000000 Penalty: 5536.291504
	Iteration 30Q: 3 clusters Score -9057870 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -9057956.000000 Penalty: 5536.291504
	Iteration 31Q: 3 clusters Score -9057956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -9058012.000000 Penalty: 5536.291504
	Iteration 32Q: 3 clusters Score -9058012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -9058068.000000 Penalty: 5536.291504
	Iteration 33Q: 3 clusters Score -9058068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -9058097.000000 Penalty: 5536.291504
	Iteration 34Q: 3 clusters Score -9058097 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -9058151.000000 Penalty: 5536.291504
	Iteration 35Q: 3 clusters Score -9058151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -9058183.000000 Penalty: 5536.291504
	Iteration 36Q: 3 clusters Score -9058183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -9058193.000000 Penalty: 5536.291504
	Iteration 37Q: 3 clusters Score -9058193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -9058205.000000 Penalty: 5536.291504
	Iteration 38Q: 3 clusters Score -9058205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -9058221.000000 Penalty: 5536.291504
	Iteration 39Q: 3 clusters Score -9058221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -9058232.000000 Penalty: 5536.291504
	Iteration 40F: 3 clusters Score -9058232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -9058237.000000 Penalty: 5536.291504
	Iteration 41Q: 3 clusters Score -9058237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -9058251.000000 Penalty: 5536.291504
	Iteration 42Q: 3 clusters Score -9058251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -9058267.000000 Penalty: 5536.291504
	Iteration 43Q: 3 clusters Score -9058267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -9058258.000000 Penalty: 5536.291504
	Iteration 44Q: 3 clusters Score -9058258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -9058272.000000 Penalty: 5536.291504
	Iteration 45Q: 3 clusters Score -9058272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -9058268.000000 Penalty: 5536.291504
	Iteration 46Q: 3 clusters Score -9058268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -9058272.000000 Penalty: 5536.291504
	Iteration 47Q: 3 clusters Score -9058272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -9058283.000000 Penalty: 5536.291504
	Iteration 48Q: 3 clusters Score -9058283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -9058285.000000 Penalty: 5536.291504
	Iteration 49Q: 3 clusters Score -9058285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -9058288.000000 Penalty: 5536.291504
	Iteration 50Q: 3 clusters Score -9058288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -9058281.000000 Penalty: 5536.291504
	Iteration 51Q: 3 clusters Score -9058281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -9058294.000000 Penalty: 5536.291504
	Iteration 52Q: 3 clusters Score -9058294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -9058289.000000 Penalty: 5536.291504
	Iteration 53Q: 3 clusters Score -9058289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -9058291.000000 Penalty: 5536.291504
	Iteration 54Q: 3 clusters Score -9058291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -9058304.000000 Penalty: 5536.291504
	Iteration 55Q: 3 clusters Score -9058304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -9058295.000000 Penalty: 5536.291504
	Iteration 56Q: 3 clusters Score -9058295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -9058298.000000 Penalty: 5536.291504
	Iteration 57Q: 3 clusters Score -9058298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -9058305.000000 Penalty: 5536.291504
	Iteration 58Q: 3 clusters Score -9058305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -9058302.000000 Penalty: 5536.291504
	Iteration 59Q: 3 clusters Score -9058302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -9058308.000000 Penalty: 5536.291504
	Iteration 60F: 3 clusters Score -9058308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -9058302.000000 Penalty: 5536.291504
	Iteration 61Q: 3 clusters Score -9058302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -9058300.000000 Penalty: 5536.291504
	Iteration 62Q: 3 clusters Score -9058300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -9058308.000000 Penalty: 5536.291504
	Iteration 63Q: 3 clusters Score -9058308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -9058306.000000 Penalty: 5536.291504
	Iteration 64Q: 3 clusters Score -9058306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -9058307.000000 Penalty: 5536.291504
	Iteration 65Q: 3 clusters Score -9058307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -9058307.000000 Penalty: 5536.291504
	Iteration 66Q: 3 clusters Score -9058307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -9058307.000000 Penalty: 5536.291504
	Iteration 67Q: 3 clusters Score -9058307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -9058301.000000 Penalty: 5536.291504
	Iteration 68Q: 3 clusters Score -9058301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -9058305.000000 Penalty: 5536.291504
	Iteration 69Q: 3 clusters Score -9058305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -9058309.000000 Penalty: 5536.291504
	Iteration 70Q: 3 clusters Score -9058309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -9058309.000000 Penalty: 5536.291504
	Iteration 71F: 3 clusters Score -9058309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Entering Unmasked Estep 
Score: -1155693.375000 Penalty: 2266.193604
	Iteration 0F: 2 clusters Score -1155693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1148390.375000 Penalty: 4532.387207
	Iteration 0F: 3 clusters Score -1148390 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1150549.750000 Penalty: 4532.387207
	Iteration 1F: 3 clusters Score -1150550 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1150855.875000 Penalty: 4532.387207
	Iteration 2F: 3 clusters Score -1150856 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1151052.500000 Penalty: 4532.387207
	Iteration 3F: 3 clusters Score -1151052 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1151236.500000 Penalty: 4532.387207
	Iteration 4Q: 3 clusters Score -1151236 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1151371.750000 Penalty: 4532.387207
	Iteration 5Q: 3 clusters Score -1151372 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1151492.000000 Penalty: 4532.387207
	Iteration 6Q: 3 clusters Score -1151492 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1151601.375000 Penalty: 4532.387207
	Iteration 7Q: 3 clusters Score -1151601 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1151707.875000 Penalty: 4532.387207
	Iteration 8Q: 3 clusters Score -1151708 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1151814.250000 Penalty: 4532.387207
	Iteration 9Q: 3 clusters Score -1151814 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1151918.125000 Penalty: 4532.387207
	Iteration 10Q: 3 clusters Score -1151918 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1152021.375000 Penalty: 4532.387207
	Iteration 11Q: 3 clusters Score -1152021 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1152136.750000 Penalty: 4532.387207
	Iteration 12Q: 3 clusters Score -1152137 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1152271.250000 Penalty: 4532.387207
	Iteration 13Q: 3 clusters Score -1152271 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1152400.625000 Penalty: 4532.387207
	Iteration 14Q: 3 clusters Score -1152401 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1152517.125000 Penalty: 4532.387207
	Iteration 15Q: 3 clusters Score -1152517 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1152626.750000 Penalty: 4532.387207
	Iteration 16Q: 3 clusters Score -1152627 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1152749.750000 Penalty: 4532.387207
	Iteration 17Q: 3 clusters Score -1152750 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1152902.750000 Penalty: 4532.387207
	Iteration 18Q: 3 clusters Score -1152903 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1153069.625000 Penalty: 4532.387207
	Iteration 19Q: 3 clusters Score -1153070 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1153222.375000 Penalty: 4532.387207
	Iteration 20F: 3 clusters Score -1153222 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1153337.875000 Penalty: 4532.387207
	Iteration 21Q: 3 clusters Score -1153338 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1153419.250000 Penalty: 4532.387207
	Iteration 22Q: 3 clusters Score -1153419 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1153488.375000 Penalty: 4532.387207
	Iteration 23Q: 3 clusters Score -1153488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1153544.375000 Penalty: 4532.387207
	Iteration 24Q: 3 clusters Score -1153544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1153599.625000 Penalty: 4532.387207
	Iteration 25Q: 3 clusters Score -1153600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1153631.750000 Penalty: 4532.387207
	Iteration 26Q: 3 clusters Score -1153632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1153665.375000 Penalty: 4532.387207
	Iteration 27Q: 3 clusters Score -1153665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1153696.125000 Penalty: 4532.387207
	Iteration 28Q: 3 clusters Score -1153696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1153727.500000 Penalty: 4532.387207
	Iteration 29Q: 3 clusters Score -1153728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1153756.875000 Penalty: 4532.387207
	Iteration 30Q: 3 clusters Score -1153757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1153774.750000 Penalty: 4532.387207
	Iteration 31Q: 3 clusters Score -1153775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1153791.625000 Penalty: 4532.387207
	Iteration 32Q: 3 clusters Score -1153792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1153804.750000 Penalty: 4532.387207
	Iteration 33Q: 3 clusters Score -1153805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1153814.000000 Penalty: 4532.387207
	Iteration 34Q: 3 clusters Score -1153814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1153826.125000 Penalty: 4532.387207
	Iteration 35Q: 3 clusters Score -1153826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1153836.625000 Penalty: 4532.387207
	Iteration 36Q: 3 clusters Score -1153837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1153845.250000 Penalty: 4532.387207
	Iteration 37Q: 3 clusters Score -1153845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1153847.625000 Penalty: 4532.387207
	Iteration 38Q: 3 clusters Score -1153848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1153852.000000 Penalty: 4532.387207
	Iteration 39Q: 3 clusters Score -1153852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1153857.000000 Penalty: 4532.387207
	Iteration 40F: 3 clusters Score -1153857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1153859.000000 Penalty: 4532.387207
	Iteration 41Q: 3 clusters Score -1153859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1153861.375000 Penalty: 4532.387207
	Iteration 42Q: 3 clusters Score -1153861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1153862.000000 Penalty: 4532.387207
	Iteration 43Q: 3 clusters Score -1153862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1153864.875000 Penalty: 4532.387207
	Iteration 44Q: 3 clusters Score -1153865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1153865.625000 Penalty: 4532.387207
	Iteration 45Q: 3 clusters Score -1153866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1153868.000000 Penalty: 4532.387207
	Iteration 46Q: 3 clusters Score -1153868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1153868.875000 Penalty: 4532.387207
	Iteration 47Q: 3 clusters Score -1153869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1153868.875000 Penalty: 4532.387207
	Iteration 48F: 3 clusters Score -1153869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -736541.812500 Penalty: 2165.411377
	Iteration 0F: 2 clusters Score -736541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -731279.250000 Penalty: 4330.822754
	Iteration 0F: 3 clusters Score -731279.2 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -732812.250000 Penalty: 4330.822754
	Iteration 1F: 3 clusters Score -732812.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -733249.937500 Penalty: 4330.822754
	Iteration 2F: 3 clusters Score -733249.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -733544.875000 Penalty: 4330.822754
	Iteration 3F: 3 clusters Score -733544.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -733798.250000 Penalty: 4330.822754
	Iteration 4F: 3 clusters Score -733798.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -734033.000000 Penalty: 4330.822754
	Iteration 5Q: 3 clusters Score -734033 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -734236.500000 Penalty: 4330.822754
	Iteration 6Q: 3 clusters Score -734236.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -734420.187500 Penalty: 4330.822754
	Iteration 7Q: 3 clusters Score -734420.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -734611.937500 Penalty: 4330.822754
	Iteration 8Q: 3 clusters Score -734611.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -734814.125000 Penalty: 4330.822754
	Iteration 9Q: 3 clusters Score -734814.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -735055.062500 Penalty: 4330.822754
	Iteration 10Q: 3 clusters Score -735055.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -735265.812500 Penalty: 4330.822754
	Iteration 11Q: 3 clusters Score -735265.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -735466.687500 Penalty: 4330.822754
	Iteration 12Q: 3 clusters Score -735466.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -735614.312500 Penalty: 4330.822754
	Iteration 13Q: 3 clusters Score -735614.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -735762.062500 Penalty: 4330.822754
	Iteration 14Q: 3 clusters Score -735762.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -735876.375000 Penalty: 4330.822754
	Iteration 15Q: 3 clusters Score -735876.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -735951.062500 Penalty: 4330.822754
	Iteration 16Q: 3 clusters Score -735951.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -736004.437500 Penalty: 4330.822754
	Iteration 17Q: 3 clusters Score -736004.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -736036.687500 Penalty: 4330.822754
	Iteration 18Q: 3 clusters Score -736036.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -736062.937500 Penalty: 4330.822754
	Iteration 19Q: 3 clusters Score -736062.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -736075.812500 Penalty: 4330.822754
	Iteration 20F: 3 clusters Score -736075.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -736093.750000 Penalty: 4330.822754
	Iteration 21Q: 3 clusters Score -736093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -736104.250000 Penalty: 4330.822754
	Iteration 22Q: 3 clusters Score -736104.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -736107.500000 Penalty: 4330.822754
	Iteration 23Q: 3 clusters Score -736107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -736108.312500 Penalty: 4330.822754
	Iteration 24Q: 3 clusters Score -736108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -736108.250000 Penalty: 4330.822754
	Iteration 25Q: 3 clusters Score -736108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -736108.875000 Penalty: 4330.822754
	Iteration 26Q: 3 clusters Score -736108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -736108.875000 Penalty: 4330.822754
	Iteration 27F: 3 clusters Score -736108.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Entering Unmasked Estep 
Score: -274035.000000 Penalty: 1898.066772
	Iteration 0F: 2 clusters Score -274035 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 1040 members 
Entering Unmasked Estep 
Score: -271318.500000 Penalty: 3796.133545
	Iteration 0F: 3 clusters Score -271318.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -271802.750000 Penalty: 3796.133545
	Iteration 1F: 3 clusters Score -271802.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -271927.031250 Penalty: 3796.133545
	Iteration 2F: 3 clusters Score -271927 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -271999.968750 Penalty: 3796.133545
	Iteration 3Q: 3 clusters Score -272000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -272048.375000 Penalty: 3796.133545
	Iteration 4Q: 3 clusters Score -272048.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -272072.250000 Penalty: 3796.133545
	Iteration 5Q: 3 clusters Score -272072.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272091.906250 Penalty: 3796.133545
	Iteration 6Q: 3 clusters Score -272091.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -272106.937500 Penalty: 3796.133545
	Iteration 7Q: 3 clusters Score -272106.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -272122.093750 Penalty: 3796.133545
	Iteration 8Q: 3 clusters Score -272122.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -272133.093750 Penalty: 3796.133545
	Iteration 9Q: 3 clusters Score -272133.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -272143.062500 Penalty: 3796.133545
	Iteration 10Q: 3 clusters Score -272143.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -272152.781250 Penalty: 3796.133545
	Iteration 11Q: 3 clusters Score -272152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -272160.875000 Penalty: 3796.133545
	Iteration 12Q: 3 clusters Score -272160.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -272165.000000 Penalty: 3796.133545
	Iteration 13Q: 3 clusters Score -272165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -272169.437500 Penalty: 3796.133545
	Iteration 14Q: 3 clusters Score -272169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -272172.343750 Penalty: 3796.133545
	Iteration 15Q: 3 clusters Score -272172.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -272179.531250 Penalty: 3796.133545
	Iteration 16Q: 3 clusters Score -272179.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -272183.968750 Penalty: 3796.133545
	Iteration 17Q: 3 clusters Score -272184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -272186.687500 Penalty: 3796.133545
	Iteration 18Q: 3 clusters Score -272186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -272187.656250 Penalty: 3796.133545
	Iteration 19Q: 3 clusters Score -272187.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -272187.656250 Penalty: 3796.133545
	Iteration 20F: 3 clusters Score -272187.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -128319.648438 Penalty: 1748.860229
	Iteration 0F: 2 clusters Score -128319.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126463.710938 Penalty: 3497.720459
	Iteration 0F: 3 clusters Score -126463.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -127432.703125 Penalty: 3497.720459
	Iteration 1F: 3 clusters Score -127432.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -128698.914062 Penalty: 3497.720459
	Iteration 2F: 3 clusters Score -128698.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -130814.101562 Penalty: 3497.720459
	Iteration 3F: 3 clusters Score -130814.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -131664.390625 Penalty: 3497.720459
	Iteration 4Q: 3 clusters Score -131664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -131770.343750 Penalty: 3497.720459
	Iteration 5Q: 3 clusters Score -131770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -131782.328125 Penalty: 3497.720459
	Iteration 6Q: 3 clusters Score -131782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -131782.328125 Penalty: 3497.720459
	Iteration 7F: 3 clusters Score -131782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 54836 members 
Mstep: Class 3 contains 16046 members 
Mstep: Class 4 contains 104639 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 11826 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 21840 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 4462 members 
Mstep: Class 14 contains 3394 members 
Mstep: Class 15 contains 70395 members 
Mstep: Class 16 contains 9301 members 
Mstep: Class 17 contains 6195 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 52620 members 
Mstep: Class 21 contains 8621 members 
Mstep: Class 22 contains 150575 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 27444 members 
Mstep: Class 25 contains 31276 members 
Mstep: Class 26 contains 469 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 13769 members 
Mstep: Class 29 contains 232 members 
Entering Unmasked Estep 
Score: -77985464.000000 Penalty: 96016.843750
Splitting cluster 19 changes total score from -77982096.000000 to -77985464.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (52620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Entering Unmasked Estep 
Score: -6754442.500000 Penalty: 2695.971191
	Iteration 0F: 2 clusters Score -6754442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -6718950.500000 Penalty: 5391.942383
	Iteration 0F: 3 clusters Score -6718950 nChanged 24527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -6732536.000000 Penalty: 5391.942383
	Iteration 1F: 3 clusters Score -6732536 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -6733116.500000 Penalty: 5391.942383
	Iteration 2Q: 3 clusters Score -6733116 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -6733599.000000 Penalty: 5391.942383
	Iteration 3Q: 3 clusters Score -6733599 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -6734058.000000 Penalty: 5391.942383
	Iteration 4Q: 3 clusters Score -6734058 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -6734576.500000 Penalty: 5391.942383
	Iteration 5Q: 3 clusters Score -6734576 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -6735139.000000 Penalty: 5391.942383
	Iteration 6Q: 3 clusters Score -6735139 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -6735697.500000 Penalty: 5391.942383
	Iteration 7Q: 3 clusters Score -6735698 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -6736606.000000 Penalty: 5391.942383
	Iteration 8Q: 3 clusters Score -6736606 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -6737807.000000 Penalty: 5391.942383
	Iteration 9Q: 3 clusters Score -6737807 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -6739396.000000 Penalty: 5391.942383
	Iteration 10F: 3 clusters Score -6739396 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -6741146.000000 Penalty: 5391.942383
	Iteration 11F: 3 clusters Score -6741146 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -6742765.000000 Penalty: 5391.942383
	Iteration 12F: 3 clusters Score -6742765 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -6744302.000000 Penalty: 5391.942383
	Iteration 13Q: 3 clusters Score -6744302 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -6745594.500000 Penalty: 5391.942383
	Iteration 14Q: 3 clusters Score -6745594 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -6746607.500000 Penalty: 5391.942383
	Iteration 15Q: 3 clusters Score -6746608 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -6747312.500000 Penalty: 5391.942383
	Iteration 16Q: 3 clusters Score -6747312 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -6747805.500000 Penalty: 5391.942383
	Iteration 17Q: 3 clusters Score -6747806 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -6748306.500000 Penalty: 5391.942383
	Iteration 18Q: 3 clusters Score -6748306 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -6748765.000000 Penalty: 5391.942383
	Iteration 19Q: 3 clusters Score -6748765 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -6749071.500000 Penalty: 5391.942383
	Iteration 20F: 3 clusters Score -6749072 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -6749482.000000 Penalty: 5391.942383
	Iteration 21Q: 3 clusters Score -6749482 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -6749821.500000 Penalty: 5391.942383
	Iteration 22Q: 3 clusters Score -6749822 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -6750105.000000 Penalty: 5391.942383
	Iteration 23Q: 3 clusters Score -6750105 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -6750408.000000 Penalty: 5391.942383
	Iteration 24Q: 3 clusters Score -6750408 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -6750697.000000 Penalty: 5391.942383
	Iteration 25Q: 3 clusters Score -6750697 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -6750913.000000 Penalty: 5391.942383
	Iteration 26Q: 3 clusters Score -6750913 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -6751100.500000 Penalty: 5391.942383
	Iteration 27Q: 3 clusters Score -6751100 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -6751282.000000 Penalty: 5391.942383
	Iteration 28Q: 3 clusters Score -6751282 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -6751438.500000 Penalty: 5391.942383
	Iteration 29Q: 3 clusters Score -6751438 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -6751580.000000 Penalty: 5391.942383
	Iteration 30Q: 3 clusters Score -6751580 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -6751707.500000 Penalty: 5391.942383
	Iteration 31Q: 3 clusters Score -6751708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -6751769.500000 Penalty: 5391.942383
	Iteration 32Q: 3 clusters Score -6751770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -6751822.500000 Penalty: 5391.942383
	Iteration 33Q: 3 clusters Score -6751822 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -6751883.000000 Penalty: 5391.942383
	Iteration 34Q: 3 clusters Score -6751883 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -6751930.500000 Penalty: 5391.942383
	Iteration 35Q: 3 clusters Score -6751930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -6751957.000000 Penalty: 5391.942383
	Iteration 36Q: 3 clusters Score -6751957 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -6751995.000000 Penalty: 5391.942383
	Iteration 37Q: 3 clusters Score -6751995 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -6752025.000000 Penalty: 5391.942383
	Iteration 38Q: 3 clusters Score -6752025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -6752049.000000 Penalty: 5391.942383
	Iteration 39Q: 3 clusters Score -6752049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -6752078.000000 Penalty: 5391.942383
	Iteration 40F: 3 clusters Score -6752078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -6752099.500000 Penalty: 5391.942383
	Iteration 41Q: 3 clusters Score -6752100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -6752108.000000 Penalty: 5391.942383
	Iteration 42Q: 3 clusters Score -6752108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -6752121.500000 Penalty: 5391.942383
	Iteration 43Q: 3 clusters Score -6752122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -6752129.000000 Penalty: 5391.942383
	Iteration 44Q: 3 clusters Score -6752129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -6752135.000000 Penalty: 5391.942383
	Iteration 45Q: 3 clusters Score -6752135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -6752158.000000 Penalty: 5391.942383
	Iteration 46Q: 3 clusters Score -6752158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -6752171.000000 Penalty: 5391.942383
	Iteration 47Q: 3 clusters Score -6752171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -6752187.500000 Penalty: 5391.942383
	Iteration 48Q: 3 clusters Score -6752188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -6752190.000000 Penalty: 5391.942383
	Iteration 49Q: 3 clusters Score -6752190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -6752189.500000 Penalty: 5391.942383
	Iteration 50Q: 3 clusters Score -6752190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -6752196.000000 Penalty: 5391.942383
	Iteration 51Q: 3 clusters Score -6752196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -6752197.000000 Penalty: 5391.942383
	Iteration 52Q: 3 clusters Score -6752197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -6752203.000000 Penalty: 5391.942383
	Iteration 53Q: 3 clusters Score -6752203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -6752200.000000 Penalty: 5391.942383
	Iteration 54Q: 3 clusters Score -6752200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -6752195.500000 Penalty: 5391.942383
	Iteration 55Q: 3 clusters Score -6752196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -6752201.000000 Penalty: 5391.942383
	Iteration 56Q: 3 clusters Score -6752201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -6752199.500000 Penalty: 5391.942383
	Iteration 57Q: 3 clusters Score -6752200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -6752206.500000 Penalty: 5391.942383
	Iteration 58Q: 3 clusters Score -6752206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -6752209.500000 Penalty: 5391.942383
	Iteration 59Q: 3 clusters Score -6752210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -6752211.000000 Penalty: 5391.942383
	Iteration 60F: 3 clusters Score -6752211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -6752213.500000 Penalty: 5391.942383
	Iteration 61Q: 3 clusters Score -6752214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -6752215.000000 Penalty: 5391.942383
	Iteration 62Q: 3 clusters Score -6752215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -6752207.500000 Penalty: 5391.942383
	Iteration 63Q: 3 clusters Score -6752208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -6752207.500000 Penalty: 5391.942383
	Iteration 64F: 3 clusters Score -6752208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Entering Unmasked Estep 
Score: -1041988.312500 Penalty: 2247.365234
	Iteration 0F: 2 clusters Score -1041988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1035230.437500 Penalty: 4494.730469
	Iteration 0F: 3 clusters Score -1035230 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1037358.250000 Penalty: 4494.730469
	Iteration 1F: 3 clusters Score -1037358 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1037917.187500 Penalty: 4494.730469
	Iteration 2F: 3 clusters Score -1037917 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1038466.812500 Penalty: 4494.730469
	Iteration 3F: 3 clusters Score -1038467 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1038987.750000 Penalty: 4494.730469
	Iteration 4F: 3 clusters Score -1038988 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1039527.250000 Penalty: 4494.730469
	Iteration 5F: 3 clusters Score -1039527 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1039995.187500 Penalty: 4494.730469
	Iteration 6F: 3 clusters Score -1039995 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1040407.687500 Penalty: 4494.730469
	Iteration 7F: 3 clusters Score -1040408 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1040674.250000 Penalty: 4494.730469
	Iteration 8Q: 3 clusters Score -1040674 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1040864.187500 Penalty: 4494.730469
	Iteration 9Q: 3 clusters Score -1040864 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1040995.437500 Penalty: 4494.730469
	Iteration 10Q: 3 clusters Score -1040995 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1041098.500000 Penalty: 4494.730469
	Iteration 11Q: 3 clusters Score -1041098 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1041202.625000 Penalty: 4494.730469
	Iteration 12Q: 3 clusters Score -1041203 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1041285.750000 Penalty: 4494.730469
	Iteration 13Q: 3 clusters Score -1041286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1041338.375000 Penalty: 4494.730469
	Iteration 14Q: 3 clusters Score -1041338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1041373.312500 Penalty: 4494.730469
	Iteration 15Q: 3 clusters Score -1041373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1041393.000000 Penalty: 4494.730469
	Iteration 16Q: 3 clusters Score -1041393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1041404.875000 Penalty: 4494.730469
	Iteration 17Q: 3 clusters Score -1041405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1041409.687500 Penalty: 4494.730469
	Iteration 18Q: 3 clusters Score -1041410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1041413.937500 Penalty: 4494.730469
	Iteration 19Q: 3 clusters Score -1041414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1041418.312500 Penalty: 4494.730469
	Iteration 20F: 3 clusters Score -1041418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1041421.500000 Penalty: 4494.730469
	Iteration 21Q: 3 clusters Score -1041422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1041427.875000 Penalty: 4494.730469
	Iteration 22Q: 3 clusters Score -1041428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1041430.250000 Penalty: 4494.730469
	Iteration 23Q: 3 clusters Score -1041430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1041431.437500 Penalty: 4494.730469
	Iteration 24Q: 3 clusters Score -1041431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1041433.437500 Penalty: 4494.730469
	Iteration 25Q: 3 clusters Score -1041433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1041434.687500 Penalty: 4494.730469
	Iteration 26Q: 3 clusters Score -1041435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1041436.750000 Penalty: 4494.730469
	Iteration 27Q: 3 clusters Score -1041437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1041440.062500 Penalty: 4494.730469
	Iteration 28Q: 3 clusters Score -1041440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1041437.437500 Penalty: 4494.730469
	Iteration 29Q: 3 clusters Score -1041437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1041437.437500 Penalty: 4494.730469
	Iteration 30F: 3 clusters Score -1041437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (150575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150575 members 
Entering Unmasked Estep 
Score: -19300532.000000 Penalty: 2956.709717
	Iteration 0F: 2 clusters Score -1.930053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -19199836.000000 Penalty: 5913.419434
	Iteration 0F: 3 clusters Score -1.919984e+07 nChanged 71792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -19241486.000000 Penalty: 5913.419434
	Iteration 1F: 3 clusters Score -1.924149e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -19242304.000000 Penalty: 5913.419434
	Iteration 2Q: 3 clusters Score -1.92423e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -19243268.000000 Penalty: 5913.419434
	Iteration 3Q: 3 clusters Score -1.924327e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -19244338.000000 Penalty: 5913.419434
	Iteration 4Q: 3 clusters Score -1.924434e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -19245748.000000 Penalty: 5913.419434
	Iteration 5Q: 3 clusters Score -1.924575e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 84421 members 
Entering Unmasked Estep 
Score: -19247430.000000 Penalty: 5913.419434
	Iteration 6Q: 3 clusters Score -1.924743e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -19249970.000000 Penalty: 5913.419434
	Iteration 7Q: 3 clusters Score -1.924997e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -19253824.000000 Penalty: 5913.419434
	Iteration 8Q: 3 clusters Score -1.925382e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 104255 members 
Entering Unmasked Estep 
Score: -19260008.000000 Penalty: 5913.419434
	Iteration 9F: 3 clusters Score -1.926001e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -19268386.000000 Penalty: 5913.419434
	Iteration 10F: 3 clusters Score -1.926839e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -19278110.000000 Penalty: 5913.419434
	Iteration 11F: 3 clusters Score -1.927811e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 136991 members 
Entering Unmasked Estep 
Score: -19286794.000000 Penalty: 5913.419434
	Iteration 12F: 3 clusters Score -1.928679e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 144013 members 
Entering Unmasked Estep 
Score: -19292696.000000 Penalty: 5913.419434
	Iteration 13Q: 3 clusters Score -1.92927e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -19295704.000000 Penalty: 5913.419434
	Iteration 14Q: 3 clusters Score -1.92957e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
Score: -19296986.000000 Penalty: 5913.419434
	Iteration 15Q: 3 clusters Score -1.929699e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 149780 members 
Entering Unmasked Estep 
Score: -19297506.000000 Penalty: 5913.419434
	Iteration 16Q: 3 clusters Score -1.929751e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 150013 members 
Entering Unmasked Estep 
Score: -19297742.000000 Penalty: 5913.419434
	Iteration 17Q: 3 clusters Score -1.929774e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 150114 members 
Entering Unmasked Estep 
Score: -19297830.000000 Penalty: 5913.419434
	Iteration 18Q: 3 clusters Score -1.929783e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 150150 members 
Entering Unmasked Estep 
Score: -19297898.000000 Penalty: 5913.419434
	Iteration 19Q: 3 clusters Score -1.92979e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 150174 members 
Entering Unmasked Estep 
Score: -19297938.000000 Penalty: 5913.419434
	Iteration 20F: 3 clusters Score -1.929794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 150190 members 
Entering Unmasked Estep 
Score: -19297982.000000 Penalty: 5913.419434
	Iteration 21Q: 3 clusters Score -1.929798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -19297998.000000 Penalty: 5913.419434
	Iteration 22Q: 3 clusters Score -1.9298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 150208 members 
Entering Unmasked Estep 
Score: -19298004.000000 Penalty: 5913.419434
	Iteration 23Q: 3 clusters Score -1.9298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 150214 members 
Entering Unmasked Estep 
Score: -19298024.000000 Penalty: 5913.419434
	Iteration 24Q: 3 clusters Score -1.929802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 150218 members 
Entering Unmasked Estep 
Score: -19298020.000000 Penalty: 5913.419434
	Iteration 25Q: 3 clusters Score -1.929802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -19298028.000000 Penalty: 5913.419434
	Iteration 26Q: 3 clusters Score -1.929803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 150229 members 
Entering Unmasked Estep 
Score: -19298034.000000 Penalty: 5913.419434
	Iteration 27Q: 3 clusters Score -1.929803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 150232 members 
Entering Unmasked Estep 
Score: -19298036.000000 Penalty: 5913.419434
	Iteration 28Q: 3 clusters Score -1.929804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -19298048.000000 Penalty: 5913.419434
	Iteration 29Q: 3 clusters Score -1.929805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 150239 members 
Entering Unmasked Estep 
Score: -19298054.000000 Penalty: 5913.419434
	Iteration 30Q: 3 clusters Score -1.929805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 150244 members 
Entering Unmasked Estep 
Score: -19298054.000000 Penalty: 5913.419434
	Iteration 31Q: 3 clusters Score -1.929805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 150244 members 
Entering Unmasked Estep 
Score: -19298056.000000 Penalty: 5913.419434
	Iteration 32Q: 3 clusters Score -1.929806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 150244 members 
Entering Unmasked Estep 
Score: -19298056.000000 Penalty: 5913.419434
	Iteration 33F: 3 clusters Score -1.929806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -714398.312500 Penalty: 2136.126221
	Iteration 0F: 2 clusters Score -714398.3 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 2760 members 
Entering Unmasked Estep 
Score: -709540.937500 Penalty: 4272.252441
	Iteration 0F: 3 clusters Score -709540.9 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -710987.062500 Penalty: 4272.252441
	Iteration 1F: 3 clusters Score -710987.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -711546.000000 Penalty: 4272.252441
	Iteration 2F: 3 clusters Score -711546 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -712006.250000 Penalty: 4272.252441
	Iteration 3F: 3 clusters Score -712006.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -712464.937500 Penalty: 4272.252441
	Iteration 4F: 3 clusters Score -712464.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -712852.250000 Penalty: 4272.252441
	Iteration 5F: 3 clusters Score -712852.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -713171.625000 Penalty: 4272.252441
	Iteration 6F: 3 clusters Score -713171.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -713396.375000 Penalty: 4272.252441
	Iteration 7Q: 3 clusters Score -713396.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -713543.062500 Penalty: 4272.252441
	Iteration 8Q: 3 clusters Score -713543.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -713646.750000 Penalty: 4272.252441
	Iteration 9Q: 3 clusters Score -713646.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -713703.937500 Penalty: 4272.252441
	Iteration 10Q: 3 clusters Score -713703.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -713741.625000 Penalty: 4272.252441
	Iteration 11Q: 3 clusters Score -713741.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -713763.500000 Penalty: 4272.252441
	Iteration 12Q: 3 clusters Score -713763.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -713776.875000 Penalty: 4272.252441
	Iteration 13Q: 3 clusters Score -713776.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -713790.250000 Penalty: 4272.252441
	Iteration 14Q: 3 clusters Score -713790.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -713799.875000 Penalty: 4272.252441
	Iteration 15Q: 3 clusters Score -713799.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -713805.250000 Penalty: 4272.252441
	Iteration 16Q: 3 clusters Score -713805.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -713813.812500 Penalty: 4272.252441
	Iteration 17Q: 3 clusters Score -713813.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -713825.187500 Penalty: 4272.252441
	Iteration 18Q: 3 clusters Score -713825.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -713839.562500 Penalty: 4272.252441
	Iteration 19Q: 3 clusters Score -713839.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -713847.812500 Penalty: 4272.252441
	Iteration 20F: 3 clusters Score -713847.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -713855.125000 Penalty: 4272.252441
	Iteration 21Q: 3 clusters Score -713855.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -713861.125000 Penalty: 4272.252441
	Iteration 22Q: 3 clusters Score -713861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -713861.687500 Penalty: 4272.252441
	Iteration 23Q: 3 clusters Score -713861.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -713867.187500 Penalty: 4272.252441
	Iteration 24Q: 3 clusters Score -713867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -713872.500000 Penalty: 4272.252441
	Iteration 25Q: 3 clusters Score -713872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -713873.375000 Penalty: 4272.252441
	Iteration 26Q: 3 clusters Score -713873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -713874.875000 Penalty: 4272.252441
	Iteration 27Q: 3 clusters Score -713874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -713875.437500 Penalty: 4272.252441
	Iteration 28Q: 3 clusters Score -713875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -713876.000000 Penalty: 4272.252441
	Iteration 29Q: 3 clusters Score -713876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -713877.562500 Penalty: 4272.252441
	Iteration 30Q: 3 clusters Score -713877.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -713877.562500 Penalty: 4272.252441
	Iteration 31F: 3 clusters Score -713877.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Entering Unmasked Estep 
Score: -3257421.750000 Penalty: 2534.535889
	Iteration 0F: 2 clusters Score -3257422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3238340.000000 Penalty: 5069.071777
	Iteration 0F: 3 clusters Score -3238340 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3245118.250000 Penalty: 5069.071777
	Iteration 1F: 3 clusters Score -3245118 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3245768.250000 Penalty: 5069.071777
	Iteration 2F: 3 clusters Score -3245768 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3246545.000000 Penalty: 5069.071777
	Iteration 3F: 3 clusters Score -3246545 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3247480.750000 Penalty: 5069.071777
	Iteration 4F: 3 clusters Score -3247481 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3248565.000000 Penalty: 5069.071777
	Iteration 5F: 3 clusters Score -3248565 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3249713.000000 Penalty: 5069.071777
	Iteration 6F: 3 clusters Score -3249713 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3250814.500000 Penalty: 5069.071777
	Iteration 7F: 3 clusters Score -3250814 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3251775.000000 Penalty: 5069.071777
	Iteration 8F: 3 clusters Score -3251775 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3252620.500000 Penalty: 5069.071777
	Iteration 9Q: 3 clusters Score -3252620 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3253244.500000 Penalty: 5069.071777
	Iteration 10Q: 3 clusters Score -3253244 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3253708.250000 Penalty: 5069.071777
	Iteration 11Q: 3 clusters Score -3253708 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3254033.500000 Penalty: 5069.071777
	Iteration 12Q: 3 clusters Score -3254034 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3254261.000000 Penalty: 5069.071777
	Iteration 13Q: 3 clusters Score -3254261 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3254442.750000 Penalty: 5069.071777
	Iteration 14Q: 3 clusters Score -3254443 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3254595.000000 Penalty: 5069.071777
	Iteration 15Q: 3 clusters Score -3254595 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3254716.000000 Penalty: 5069.071777
	Iteration 16Q: 3 clusters Score -3254716 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3254814.000000 Penalty: 5069.071777
	Iteration 17Q: 3 clusters Score -3254814 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3254890.250000 Penalty: 5069.071777
	Iteration 18Q: 3 clusters Score -3254890 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3254957.500000 Penalty: 5069.071777
	Iteration 19Q: 3 clusters Score -3254958 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3255035.000000 Penalty: 5069.071777
	Iteration 20F: 3 clusters Score -3255035 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3255099.500000 Penalty: 5069.071777
	Iteration 21Q: 3 clusters Score -3255100 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3255156.250000 Penalty: 5069.071777
	Iteration 22Q: 3 clusters Score -3255156 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3255235.500000 Penalty: 5069.071777
	Iteration 23Q: 3 clusters Score -3255236 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3255268.000000 Penalty: 5069.071777
	Iteration 24Q: 3 clusters Score -3255268 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3255304.000000 Penalty: 5069.071777
	Iteration 25Q: 3 clusters Score -3255304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3255348.250000 Penalty: 5069.071777
	Iteration 26Q: 3 clusters Score -3255348 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3255403.750000 Penalty: 5069.071777
	Iteration 27Q: 3 clusters Score -3255404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3255425.500000 Penalty: 5069.071777
	Iteration 28Q: 3 clusters Score -3255426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3255438.250000 Penalty: 5069.071777
	Iteration 29Q: 3 clusters Score -3255438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3255453.250000 Penalty: 5069.071777
	Iteration 30Q: 3 clusters Score -3255453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3255467.500000 Penalty: 5069.071777
	Iteration 31Q: 3 clusters Score -3255468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3255485.500000 Penalty: 5069.071777
	Iteration 32Q: 3 clusters Score -3255486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3255508.750000 Penalty: 5069.071777
	Iteration 33Q: 3 clusters Score -3255509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3255534.000000 Penalty: 5069.071777
	Iteration 34Q: 3 clusters Score -3255534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3255564.000000 Penalty: 5069.071777
	Iteration 35Q: 3 clusters Score -3255564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3255600.250000 Penalty: 5069.071777
	Iteration 36Q: 3 clusters Score -3255600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3255630.750000 Penalty: 5069.071777
	Iteration 37Q: 3 clusters Score -3255631 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3255665.500000 Penalty: 5069.071777
	Iteration 38Q: 3 clusters Score -3255666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3255683.750000 Penalty: 5069.071777
	Iteration 39Q: 3 clusters Score -3255684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3255699.000000 Penalty: 5069.071777
	Iteration 40F: 3 clusters Score -3255699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3255713.250000 Penalty: 5069.071777
	Iteration 41Q: 3 clusters Score -3255713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3255716.500000 Penalty: 5069.071777
	Iteration 42Q: 3 clusters Score -3255716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3255719.750000 Penalty: 5069.071777
	Iteration 43Q: 3 clusters Score -3255720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3255731.000000 Penalty: 5069.071777
	Iteration 44Q: 3 clusters Score -3255731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3255742.250000 Penalty: 5069.071777
	Iteration 45Q: 3 clusters Score -3255742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3255760.750000 Penalty: 5069.071777
	Iteration 46Q: 3 clusters Score -3255761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3255767.250000 Penalty: 5069.071777
	Iteration 47Q: 3 clusters Score -3255767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3255777.500000 Penalty: 5069.071777
	Iteration 48Q: 3 clusters Score -3255778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3255792.000000 Penalty: 5069.071777
	Iteration 49Q: 3 clusters Score -3255792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3255795.500000 Penalty: 5069.071777
	Iteration 50Q: 3 clusters Score -3255796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3255799.250000 Penalty: 5069.071777
	Iteration 51Q: 3 clusters Score -3255799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3255804.500000 Penalty: 5069.071777
	Iteration 52Q: 3 clusters Score -3255804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3255804.250000 Penalty: 5069.071777
	Iteration 53Q: 3 clusters Score -3255804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3255806.000000 Penalty: 5069.071777
	Iteration 54Q: 3 clusters Score -3255806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3255806.750000 Penalty: 5069.071777
	Iteration 55Q: 3 clusters Score -3255807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3255811.250000 Penalty: 5069.071777
	Iteration 56Q: 3 clusters Score -3255811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3255822.250000 Penalty: 5069.071777
	Iteration 57Q: 3 clusters Score -3255822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3255824.000000 Penalty: 5069.071777
	Iteration 58Q: 3 clusters Score -3255824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3255823.500000 Penalty: 5069.071777
	Iteration 59Q: 3 clusters Score -3255824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3255823.500000 Penalty: 5069.071777
	Iteration 60F: 3 clusters Score -3255824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3255832.250000 Penalty: 5069.071777
	Iteration 61Q: 3 clusters Score -3255832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3255834.750000 Penalty: 5069.071777
	Iteration 62Q: 3 clusters Score -3255835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3255839.500000 Penalty: 5069.071777
	Iteration 63Q: 3 clusters Score -3255840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3255838.250000 Penalty: 5069.071777
	Iteration 64Q: 3 clusters Score -3255838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3255841.250000 Penalty: 5069.071777
	Iteration 65Q: 3 clusters Score -3255841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3255848.000000 Penalty: 5069.071777
	Iteration 66Q: 3 clusters Score -3255848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3255856.000000 Penalty: 5069.071777
	Iteration 67Q: 3 clusters Score -3255856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3255858.000000 Penalty: 5069.071777
	Iteration 68Q: 3 clusters Score -3255858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3255860.000000 Penalty: 5069.071777
	Iteration 69Q: 3 clusters Score -3255860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3255861.000000 Penalty: 5069.071777
	Iteration 70Q: 3 clusters Score -3255861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3255862.750000 Penalty: 5069.071777
	Iteration 71Q: 3 clusters Score -3255863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3255864.250000 Penalty: 5069.071777
	Iteration 72Q: 3 clusters Score -3255864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3255865.000000 Penalty: 5069.071777
	Iteration 73Q: 3 clusters Score -3255865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3255869.250000 Penalty: 5069.071777
	Iteration 74Q: 3 clusters Score -3255869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3255871.500000 Penalty: 5069.071777
	Iteration 75Q: 3 clusters Score -3255872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3255872.500000 Penalty: 5069.071777
	Iteration 76Q: 3 clusters Score -3255872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3255875.000000 Penalty: 5069.071777
	Iteration 77Q: 3 clusters Score -3255875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3255875.000000 Penalty: 5069.071777
	Iteration 78F: 3 clusters Score -3255875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Entering Unmasked Estep 
Score: -3991171.250000 Penalty: 2566.950195
	Iteration 0F: 2 clusters Score -3991171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3969734.250000 Penalty: 5133.900391
	Iteration 0F: 3 clusters Score -3969734 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3977463.000000 Penalty: 5133.900391
	Iteration 1F: 3 clusters Score -3977463 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3977901.500000 Penalty: 5133.900391
	Iteration 2Q: 3 clusters Score -3977902 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3978394.500000 Penalty: 5133.900391
	Iteration 3Q: 3 clusters Score -3978394 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3978950.250000 Penalty: 5133.900391
	Iteration 4Q: 3 clusters Score -3978950 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3979653.000000 Penalty: 5133.900391
	Iteration 5Q: 3 clusters Score -3979653 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3980616.000000 Penalty: 5133.900391
	Iteration 6F: 3 clusters Score -3980616 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3981817.500000 Penalty: 5133.900391
	Iteration 7F: 3 clusters Score -3981818 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3983159.250000 Penalty: 5133.900391
	Iteration 8F: 3 clusters Score -3983159 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3984604.500000 Penalty: 5133.900391
	Iteration 9F: 3 clusters Score -3984604 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3985923.250000 Penalty: 5133.900391
	Iteration 10F: 3 clusters Score -3985923 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3986987.750000 Penalty: 5133.900391
	Iteration 11Q: 3 clusters Score -3986988 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -3987784.500000 Penalty: 5133.900391
	Iteration 12Q: 3 clusters Score -3987784 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3988346.250000 Penalty: 5133.900391
	Iteration 13Q: 3 clusters Score -3988346 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -3988609.250000 Penalty: 5133.900391
	Iteration 14Q: 3 clusters Score -3988609 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -3988749.750000 Penalty: 5133.900391
	Iteration 15Q: 3 clusters Score -3988750 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -3988838.750000 Penalty: 5133.900391
	Iteration 16Q: 3 clusters Score -3988839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -3988885.500000 Penalty: 5133.900391
	Iteration 17Q: 3 clusters Score -3988886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3988916.250000 Penalty: 5133.900391
	Iteration 18Q: 3 clusters Score -3988916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -3988942.250000 Penalty: 5133.900391
	Iteration 19Q: 3 clusters Score -3988942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -3988956.250000 Penalty: 5133.900391
	Iteration 20F: 3 clusters Score -3988956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -3988976.000000 Penalty: 5133.900391
	Iteration 21Q: 3 clusters Score -3988976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3988982.500000 Penalty: 5133.900391
	Iteration 22Q: 3 clusters Score -3988982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3988988.000000 Penalty: 5133.900391
	Iteration 23Q: 3 clusters Score -3988988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3988986.500000 Penalty: 5133.900391
	Iteration 24Q: 3 clusters Score -3988986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3988991.250000 Penalty: 5133.900391
	Iteration 25Q: 3 clusters Score -3988991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3988992.000000 Penalty: 5133.900391
	Iteration 26Q: 3 clusters Score -3988992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -3988995.000000 Penalty: 5133.900391
	Iteration 27Q: 3 clusters Score -3988995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -3988996.250000 Penalty: 5133.900391
	Iteration 28Q: 3 clusters Score -3988996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3988996.750000 Penalty: 5133.900391
	Iteration 29Q: 3 clusters Score -3988997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3989000.250000 Penalty: 5133.900391
	Iteration 30Q: 3 clusters Score -3989000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -3989001.750000 Penalty: 5133.900391
	Iteration 31Q: 3 clusters Score -3989002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -3989001.750000 Penalty: 5133.900391
	Iteration 32F: 3 clusters Score -3989002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -50456.382812 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -50456.38 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 232 members 
Entering Unmasked Estep 
Score: -49013.425781 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -49013.43 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49204.777344 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -49204.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49305.582031 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -49305.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49386.179688 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -49386.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49419.421875 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -49419.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49442.679688 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -49442.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49471.585938 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -49471.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49480.035156 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -49480.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49482.996094 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -49483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49482.996094 Penalty: 3050.698975
	Iteration 9F: 3 clusters Score -49483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -238965.812500 Penalty: 1899.474609
	Iteration 0F: 2 clusters Score -238965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -236564.468750 Penalty: 3798.949219
	Iteration 0F: 3 clusters Score -236564.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -238985.234375 Penalty: 3798.949219
	Iteration 1F: 3 clusters Score -238985.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -240725.859375 Penalty: 3798.949219
	Iteration 2F: 3 clusters Score -240725.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -241712.781250 Penalty: 3798.949219
	Iteration 3F: 3 clusters Score -241712.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -242100.171875 Penalty: 3798.949219
	Iteration 4Q: 3 clusters Score -242100.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -242304.890625 Penalty: 3798.949219
	Iteration 5Q: 3 clusters Score -242304.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -242777.015625 Penalty: 3798.949219
	Iteration 6Q: 3 clusters Score -242777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -243256.718750 Penalty: 3798.949219
	Iteration 7Q: 3 clusters Score -243256.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -243306.921875 Penalty: 3798.949219
	Iteration 8Q: 3 clusters Score -243306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -243313.640625 Penalty: 3798.949219
	Iteration 9Q: 3 clusters Score -243313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -243314.968750 Penalty: 3798.949219
	Iteration 10Q: 3 clusters Score -243315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -243314.968750 Penalty: 3798.949219
	Iteration 11F: 3 clusters Score -243315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -243316.796875 Penalty: 3798.949219
	Iteration 12Q: 3 clusters Score -243316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -243316.796875 Penalty: 3798.949219
	Iteration 13F: 3 clusters Score -243316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 54836 members 
Mstep: Class 3 contains 16046 members 
Mstep: Class 4 contains 104639 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 11826 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 21840 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 4462 members 
Mstep: Class 14 contains 3394 members 
Mstep: Class 15 contains 70395 members 
Mstep: Class 16 contains 9301 members 
Mstep: Class 17 contains 6195 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 52620 members 
Mstep: Class 21 contains 8621 members 
Mstep: Class 22 contains 150575 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 27444 members 
Mstep: Class 25 contains 31276 members 
Mstep: Class 26 contains 469 members 
Mstep: Class 27 contains 610 members 
Mstep: Class 28 contains 13769 members 
Mstep: Class 29 contains 232 members 
Mstep: Class 30 contains 1510 members 
Entering Unmasked Estep 
Score: -77988320.000000 Penalty: 99327.773438
Splitting cluster 27 changes total score from -77982096.000000 to -77988320.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 54836 members 
Mstep: Class 3 contains 16046 members 
Mstep: Class 4 contains 104639 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 11826 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 21840 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 4462 members 
Mstep: Class 14 contains 3394 members 
Mstep: Class 15 contains 70395 members 
Mstep: Class 16 contains 9301 members 
Mstep: Class 17 contains 6195 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 52620 members 
Mstep: Class 21 contains 8621 members 
Mstep: Class 22 contains 150575 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 27444 members 
Mstep: Class 25 contains 31276 members 
Mstep: Class 26 contains 469 members 
Mstep: Class 27 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77990000.000000 Penalty: 99327.773438
Iteration 79Q: 31 clusters Score -7.799e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 54973 members 
Mstep: Class 3 contains 15669 members 
Mstep: Class 4 contains 103462 members 
Mstep: Class 5 contains 5103 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 11810 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 22133 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 9582 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 4467 members 
Mstep: Class 14 contains 3385 members 
Mstep: Class 15 contains 70450 members 
Mstep: Class 16 contains 9316 members 
Mstep: Class 17 contains 6202 members 
Mstep: Class 18 contains 2107 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53102 members 
Mstep: Class 21 contains 8327 members 
Mstep: Class 22 contains 151473 members 
Mstep: Class 23 contains 5578 members 
Mstep: Class 24 contains 27789 members 
Mstep: Class 25 contains 31300 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 610 members 
Mstep: Class 28 contains 13172 members 
Mstep: Class 29 contains 230 members 
Mstep: Class 30 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77992288.000000 Penalty: 99327.773438
Iteration 80F: 31 clusters Score -7.799229e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 54971 members 
Mstep: Class 3 contains 15276 members 
Mstep: Class 4 contains 102751 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 2737 members 
Mstep: Class 7 contains 11799 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 22436 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 9573 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 70397 members 
Mstep: Class 16 contains 9329 members 
Mstep: Class 17 contains 6193 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53216 members 
Mstep: Class 21 contains 8048 members 
Mstep: Class 22 contains 151747 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 27850 members 
Mstep: Class 25 contains 31306 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 13902 members 
Mstep: Class 29 contains 236 members 
Mstep: Class 30 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77993232.000000 Penalty: 99327.773438
Iteration 81Q: 31 clusters Score -7.799323e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 54953 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 102404 members 
Mstep: Class 5 contains 5105 members 
Mstep: Class 6 contains 2716 members 
Mstep: Class 7 contains 11791 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 22724 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 12 contains 317 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 70375 members 
Mstep: Class 16 contains 9345 members 
Mstep: Class 17 contains 6191 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53334 members 
Mstep: Class 21 contains 7779 members 
Mstep: Class 22 contains 151967 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 27911 members 
Mstep: Class 25 contains 31309 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14249 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994200.000000 Penalty: 99327.773438
Iteration 82Q: 31 clusters Score -7.79942e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 54950 members 
Mstep: Class 3 contains 14542 members 
Mstep: Class 4 contains 102173 members 
Mstep: Class 5 contains 5106 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 11779 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 23020 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 12 contains 343 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 14 contains 3339 members 
Mstep: Class 15 contains 70332 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 6194 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53440 members 
Mstep: Class 21 contains 7511 members 
Mstep: Class 22 contains 152119 members 
Mstep: Class 23 contains 5611 members 
Mstep: Class 24 contains 27948 members 
Mstep: Class 25 contains 31306 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14537 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994224.000000 Penalty: 99327.773438
Iteration 83Q: 31 clusters Score -7.799422e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 54944 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 4 contains 102009 members 
Mstep: Class 5 contains 5107 members 
Mstep: Class 6 contains 2741 members 
Mstep: Class 7 contains 11774 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 23296 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 9554 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 70286 members 
Mstep: Class 16 contains 9373 members 
Mstep: Class 17 contains 6189 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53523 members 
Mstep: Class 21 contains 7260 members 
Mstep: Class 22 contains 152233 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 27981 members 
Mstep: Class 25 contains 31307 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 14794 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994248.000000 Penalty: 99327.773438
Iteration 84Q: 31 clusters Score -7.799425e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 54937 members 
Mstep: Class 3 contains 13933 members 
Mstep: Class 4 contains 101876 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 2756 members 
Mstep: Class 7 contains 11762 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 23539 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 9552 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4463 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 70244 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 6187 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53589 members 
Mstep: Class 21 contains 7026 members 
Mstep: Class 22 contains 152357 members 
Mstep: Class 23 contains 5636 members 
Mstep: Class 24 contains 28028 members 
Mstep: Class 25 contains 31309 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 15022 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994496.000000 Penalty: 99327.773438
Iteration 85Q: 31 clusters Score -7.79945e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 54928 members 
Mstep: Class 3 contains 13653 members 
Mstep: Class 4 contains 101791 members 
Mstep: Class 5 contains 5107 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 11762 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 23744 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9549 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 70210 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 6186 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53656 members 
Mstep: Class 21 contains 6823 members 
Mstep: Class 22 contains 152491 members 
Mstep: Class 23 contains 5640 members 
Mstep: Class 24 contains 28045 members 
Mstep: Class 25 contains 31309 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 15200 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994616.000000 Penalty: 99327.773438
Iteration 86Q: 31 clusters Score -7.799462e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 54931 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 101759 members 
Mstep: Class 5 contains 5107 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 11755 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 23929 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 9546 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 70181 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53696 members 
Mstep: Class 21 contains 6636 members 
Mstep: Class 22 contains 152598 members 
Mstep: Class 23 contains 5647 members 
Mstep: Class 24 contains 28070 members 
Mstep: Class 25 contains 31312 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 15362 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994512.000000 Penalty: 99327.773438
Iteration 87Q: 31 clusters Score -7.799451e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 54931 members 
Mstep: Class 3 contains 13149 members 
Mstep: Class 4 contains 101722 members 
Mstep: Class 5 contains 5105 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 11749 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 24088 members 
Mstep: Class 10 contains 2025 members 
Mstep: Class 11 contains 9544 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 70146 members 
Mstep: Class 16 contains 9379 members 
Mstep: Class 17 contains 6165 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53706 members 
Mstep: Class 21 contains 6465 members 
Mstep: Class 22 contains 152720 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 28094 members 
Mstep: Class 25 contains 31309 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 15517 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994864.000000 Penalty: 99327.773438
Iteration 88Q: 31 clusters Score -7.799486e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 54932 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 101707 members 
Mstep: Class 5 contains 5104 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 11741 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 24241 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 9542 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 70103 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 6160 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53709 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 152838 members 
Mstep: Class 23 contains 5648 members 
Mstep: Class 24 contains 28138 members 
Mstep: Class 25 contains 31307 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 15646 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77994912.000000 Penalty: 99327.773438
Iteration 89Q: 31 clusters Score -7.799491e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 54929 members 
Mstep: Class 3 contains 12699 members 
Mstep: Class 4 contains 101694 members 
Mstep: Class 5 contains 5104 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 11734 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 24394 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 9541 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 70082 members 
Mstep: Class 16 contains 9377 members 
Mstep: Class 17 contains 6160 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53711 members 
Mstep: Class 21 contains 6156 members 
Mstep: Class 22 contains 152941 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 31302 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 15756 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995168.000000 Penalty: 99327.773438
Iteration 90Q: 31 clusters Score -7.799517e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 54915 members 
Mstep: Class 3 contains 12507 members 
Mstep: Class 4 contains 101677 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 7 contains 11728 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 24527 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 9537 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 70059 members 
Mstep: Class 16 contains 9379 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53718 members 
Mstep: Class 21 contains 6016 members 
Mstep: Class 22 contains 153047 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 28221 members 
Mstep: Class 25 contains 31295 members 
Mstep: Class 26 contains 498 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 15857 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995232.000000 Penalty: 99327.773438
Iteration 91Q: 31 clusters Score -7.799523e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 54897 members 
Mstep: Class 3 contains 12315 members 
Mstep: Class 4 contains 101685 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2863 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 24658 members 
Mstep: Class 10 contains 2028 members 
Mstep: Class 11 contains 9531 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 70042 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53732 members 
Mstep: Class 21 contains 5878 members 
Mstep: Class 22 contains 153124 members 
Mstep: Class 23 contains 5660 members 
Mstep: Class 24 contains 28268 members 
Mstep: Class 25 contains 31290 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 15947 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995336.000000 Penalty: 99327.773438
Iteration 92Q: 31 clusters Score -7.799534e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 54882 members 
Mstep: Class 3 contains 12118 members 
Mstep: Class 4 contains 101730 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 24783 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 9527 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 70015 members 
Mstep: Class 16 contains 9380 members 
Mstep: Class 17 contains 6131 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53740 members 
Mstep: Class 21 contains 5748 members 
Mstep: Class 22 contains 153196 members 
Mstep: Class 23 contains 5660 members 
Mstep: Class 24 contains 28322 members 
Mstep: Class 25 contains 31282 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16023 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995528.000000 Penalty: 99327.773438
Iteration 93Q: 31 clusters Score -7.799553e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 54879 members 
Mstep: Class 3 contains 11937 members 
Mstep: Class 4 contains 101746 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2879 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 24885 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 9524 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 69991 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53752 members 
Mstep: Class 21 contains 5640 members 
Mstep: Class 22 contains 153270 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 28358 members 
Mstep: Class 25 contains 31276 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16104 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995472.000000 Penalty: 99327.773438
Iteration 94Q: 31 clusters Score -7.799547e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 54873 members 
Mstep: Class 3 contains 11747 members 
Mstep: Class 4 contains 101811 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 6 contains 2886 members 
Mstep: Class 7 contains 11717 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 24961 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 9527 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 69971 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53767 members 
Mstep: Class 21 contains 5553 members 
Mstep: Class 22 contains 153335 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 28385 members 
Mstep: Class 25 contains 31270 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16159 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995456.000000 Penalty: 99327.773438
Iteration 95Q: 31 clusters Score -7.799546e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 54871 members 
Mstep: Class 3 contains 11587 members 
Mstep: Class 4 contains 101843 members 
Mstep: Class 5 contains 5098 members 
Mstep: Class 6 contains 2900 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25025 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 69958 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53789 members 
Mstep: Class 21 contains 5470 members 
Mstep: Class 22 contains 153392 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 28421 members 
Mstep: Class 25 contains 31259 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16207 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995480.000000 Penalty: 99327.773438
Iteration 96Q: 31 clusters Score -7.799548e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 54866 members 
Mstep: Class 3 contains 11434 members 
Mstep: Class 4 contains 101885 members 
Mstep: Class 5 contains 5098 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25075 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 9525 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3248 members 
Mstep: Class 15 contains 69939 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53799 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 153455 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 28453 members 
Mstep: Class 25 contains 31264 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16250 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995544.000000 Penalty: 99327.773438
Iteration 97Q: 31 clusters Score -7.799554e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 54859 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 101930 members 
Mstep: Class 5 contains 5097 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 25119 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 9524 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3246 members 
Mstep: Class 15 contains 69924 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53805 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 153520 members 
Mstep: Class 23 contains 5675 members 
Mstep: Class 24 contains 28477 members 
Mstep: Class 25 contains 31261 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16293 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995520.000000 Penalty: 99327.773438
Iteration 98Q: 31 clusters Score -7.799552e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 54850 members 
Mstep: Class 3 contains 11145 members 
Mstep: Class 4 contains 101986 members 
Mstep: Class 5 contains 5097 members 
Mstep: Class 6 contains 2941 members 
Mstep: Class 7 contains 11703 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25153 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 9523 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3243 members 
Mstep: Class 15 contains 69916 members 
Mstep: Class 16 contains 9395 members 
Mstep: Class 17 contains 6093 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53810 members 
Mstep: Class 21 contains 5274 members 
Mstep: Class 22 contains 153568 members 
Mstep: Class 23 contains 5679 members 
Mstep: Class 24 contains 28503 members 
Mstep: Class 25 contains 31255 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16334 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995528.000000 Penalty: 99327.773438
Iteration 99Q: 31 clusters Score -7.799553e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 54844 members 
Mstep: Class 3 contains 10994 members 
Mstep: Class 4 contains 102043 members 
Mstep: Class 5 contains 5096 members 
Mstep: Class 6 contains 2955 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25179 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 9523 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 15 contains 69909 members 
Mstep: Class 16 contains 9396 members 
Mstep: Class 17 contains 6097 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53822 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 153632 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 28521 members 
Mstep: Class 25 contains 31251 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16367 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995608.000000 Penalty: 99327.773438
Iteration 100F: 31 clusters Score -7.799561e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 54841 members 
Mstep: Class 3 contains 10847 members 
Mstep: Class 4 contains 102101 members 
Mstep: Class 5 contains 5096 members 
Mstep: Class 6 contains 2971 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25208 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 9523 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 69902 members 
Mstep: Class 16 contains 9398 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53835 members 
Mstep: Class 21 contains 5154 members 
Mstep: Class 22 contains 153687 members 
Mstep: Class 23 contains 5686 members 
Mstep: Class 24 contains 28552 members 
Mstep: Class 25 contains 31249 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16386 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995640.000000 Penalty: 99327.773438
Iteration 101Q: 31 clusters Score -7.799564e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 54839 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 102172 members 
Mstep: Class 5 contains 5095 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 11697 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25218 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 9524 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 69899 members 
Mstep: Class 16 contains 9400 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53846 members 
Mstep: Class 21 contains 5117 members 
Mstep: Class 22 contains 153739 members 
Mstep: Class 23 contains 5687 members 
Mstep: Class 24 contains 28581 members 
Mstep: Class 25 contains 31246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16405 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995560.000000 Penalty: 99327.773438
Iteration 102Q: 31 clusters Score -7.799556e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 54832 members 
Mstep: Class 3 contains 10546 members 
Mstep: Class 4 contains 102224 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 25224 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 9524 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 69892 members 
Mstep: Class 16 contains 9400 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53853 members 
Mstep: Class 21 contains 5090 members 
Mstep: Class 22 contains 153790 members 
Mstep: Class 23 contains 5690 members 
Mstep: Class 24 contains 28606 members 
Mstep: Class 25 contains 31250 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16430 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995608.000000 Penalty: 99327.773438
Iteration 103Q: 31 clusters Score -7.799561e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 54830 members 
Mstep: Class 3 contains 10407 members 
Mstep: Class 4 contains 102288 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25232 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 9524 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 69884 members 
Mstep: Class 16 contains 9401 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53863 members 
Mstep: Class 21 contains 5061 members 
Mstep: Class 22 contains 153828 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 28632 members 
Mstep: Class 25 contains 31248 members 
Mstep: Class 26 contains 521 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16446 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995648.000000 Penalty: 99327.773438
Iteration 104Q: 31 clusters Score -7.799565e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 54834 members 
Mstep: Class 3 contains 10294 members 
Mstep: Class 4 contains 102333 members 
Mstep: Class 5 contains 5093 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 11698 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25250 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 9523 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 69876 members 
Mstep: Class 16 contains 9401 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53877 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 153849 members 
Mstep: Class 23 contains 5694 members 
Mstep: Class 24 contains 28655 members 
Mstep: Class 25 contains 31239 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16461 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995848.000000 Penalty: 99327.773438
Iteration 105Q: 31 clusters Score -7.799585e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 54833 members 
Mstep: Class 3 contains 10175 members 
Mstep: Class 4 contains 102383 members 
Mstep: Class 5 contains 5093 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 11697 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25266 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 9522 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 69871 members 
Mstep: Class 16 contains 9402 members 
Mstep: Class 17 contains 6059 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53895 members 
Mstep: Class 21 contains 5022 members 
Mstep: Class 22 contains 153879 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 28678 members 
Mstep: Class 25 contains 31231 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16472 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995920.000000 Penalty: 99327.773438
Iteration 106Q: 31 clusters Score -7.799592e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 54830 members 
Mstep: Class 3 contains 10042 members 
Mstep: Class 4 contains 102446 members 
Mstep: Class 5 contains 5093 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25278 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 9522 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 69863 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53909 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 153904 members 
Mstep: Class 23 contains 5700 members 
Mstep: Class 24 contains 28698 members 
Mstep: Class 25 contains 31224 members 
Mstep: Class 26 contains 533 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16487 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995800.000000 Penalty: 99327.773438
Iteration 107Q: 31 clusters Score -7.79958e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 54827 members 
Mstep: Class 3 contains 9918 members 
Mstep: Class 4 contains 102509 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 11705 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25292 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 9522 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 69858 members 
Mstep: Class 16 contains 9401 members 
Mstep: Class 17 contains 6036 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53926 members 
Mstep: Class 21 contains 5000 members 
Mstep: Class 22 contains 153928 members 
Mstep: Class 23 contains 5703 members 
Mstep: Class 24 contains 28714 members 
Mstep: Class 25 contains 31214 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16505 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77995936.000000 Penalty: 99327.773438
Iteration 108Q: 31 clusters Score -7.799594e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 54832 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 102579 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25312 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 9520 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 69851 members 
Mstep: Class 16 contains 9401 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53949 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 153948 members 
Mstep: Class 23 contains 5704 members 
Mstep: Class 24 contains 28732 members 
Mstep: Class 25 contains 31198 members 
Mstep: Class 26 contains 543 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16519 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996000.000000 Penalty: 99327.773438
Iteration 109Q: 31 clusters Score -7.7996e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 54832 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 102670 members 
Mstep: Class 5 contains 5095 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 11716 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25334 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 9518 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 69845 members 
Mstep: Class 16 contains 9397 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53956 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 153973 members 
Mstep: Class 23 contains 5707 members 
Mstep: Class 24 contains 28742 members 
Mstep: Class 25 contains 31171 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16536 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996208.000000 Penalty: 99327.773438
Iteration 110Q: 31 clusters Score -7.799621e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 54830 members 
Mstep: Class 3 contains 9525 members 
Mstep: Class 4 contains 102747 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25359 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 9518 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 69831 members 
Mstep: Class 16 contains 9392 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53962 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 154002 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 28765 members 
Mstep: Class 25 contains 31141 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16555 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996352.000000 Penalty: 99327.773438
Iteration 111Q: 31 clusters Score -7.799635e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 54831 members 
Mstep: Class 3 contains 9417 members 
Mstep: Class 4 contains 102772 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25396 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 9518 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 69821 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 5948 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53977 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 154045 members 
Mstep: Class 23 contains 5712 members 
Mstep: Class 24 contains 28775 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 580 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16574 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996624.000000 Penalty: 99327.773438
Iteration 112Q: 31 clusters Score -7.799662e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 54830 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 102808 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 3121 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25436 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 9518 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3215 members 
Mstep: Class 15 contains 69814 members 
Mstep: Class 16 contains 9379 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53983 members 
Mstep: Class 21 contains 4973 members 
Mstep: Class 22 contains 154079 members 
Mstep: Class 23 contains 5714 members 
Mstep: Class 24 contains 28782 members 
Mstep: Class 25 contains 31072 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16594 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77996864.000000 Penalty: 99327.773438
Iteration 113Q: 31 clusters Score -7.799686e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 54823 members 
Mstep: Class 3 contains 9215 members 
Mstep: Class 4 contains 102824 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25475 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 9518 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3207 members 
Mstep: Class 15 contains 69811 members 
Mstep: Class 16 contains 9376 members 
Mstep: Class 17 contains 5913 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 53994 members 
Mstep: Class 21 contains 4957 members 
Mstep: Class 22 contains 154119 members 
Mstep: Class 23 contains 5713 members 
Mstep: Class 24 contains 28790 members 
Mstep: Class 25 contains 31035 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16625 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997152.000000 Penalty: 99327.773438
Iteration 114Q: 31 clusters Score -7.799715e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 54808 members 
Mstep: Class 3 contains 9117 members 
Mstep: Class 4 contains 102843 members 
Mstep: Class 5 contains 5095 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 11695 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25499 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 9516 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3197 members 
Mstep: Class 15 contains 69802 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54006 members 
Mstep: Class 21 contains 4924 members 
Mstep: Class 22 contains 154156 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 28797 members 
Mstep: Class 25 contains 31007 members 
Mstep: Class 26 contains 686 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16639 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997128.000000 Penalty: 99327.773438
Iteration 115Q: 31 clusters Score -7.799713e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 54802 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 102856 members 
Mstep: Class 5 contains 5096 members 
Mstep: Class 6 contains 3185 members 
Mstep: Class 7 contains 11690 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25524 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 69794 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54021 members 
Mstep: Class 21 contains 4878 members 
Mstep: Class 22 contains 154216 members 
Mstep: Class 23 contains 5723 members 
Mstep: Class 24 contains 28798 members 
Mstep: Class 25 contains 30979 members 
Mstep: Class 26 contains 715 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16649 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997128.000000 Penalty: 99327.773438
Iteration 116Q: 31 clusters Score -7.799713e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 54790 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 102869 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 11683 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25533 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 69787 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 5944 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54032 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 154273 members 
Mstep: Class 23 contains 5729 members 
Mstep: Class 24 contains 28816 members 
Mstep: Class 25 contains 30958 members 
Mstep: Class 26 contains 735 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16661 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997248.000000 Penalty: 99327.773438
Iteration 117Q: 31 clusters Score -7.799725e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 54786 members 
Mstep: Class 3 contains 8861 members 
Mstep: Class 4 contains 102889 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 11679 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25529 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 69778 members 
Mstep: Class 16 contains 9372 members 
Mstep: Class 17 contains 5947 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54041 members 
Mstep: Class 21 contains 4819 members 
Mstep: Class 22 contains 154334 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 28822 members 
Mstep: Class 25 contains 30933 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16671 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997280.000000 Penalty: 99327.773438
Iteration 118Q: 31 clusters Score -7.799728e+07 nChanged 357
Entering ConstructFrom: 
Score: -77997280.000000 Penalty: 99327.773438
Entering ConstructFrom: 
Trying to split cluster 1 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -748636.125000 Penalty: 2153.101318
	Iteration 0F: 2 clusters Score -748636.1 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 2893 members 
Entering Unmasked Estep 
Score: -743586.500000 Penalty: 4306.202637
	Iteration 0F: 3 clusters Score -743586.5 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -744813.187500 Penalty: 4306.202637
	Iteration 1F: 3 clusters Score -744813.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -745064.312500 Penalty: 4306.202637
	Iteration 2F: 3 clusters Score -745064.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -745213.937500 Penalty: 4306.202637
	Iteration 3Q: 3 clusters Score -745213.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -745317.250000 Penalty: 4306.202637
	Iteration 4Q: 3 clusters Score -745317.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -745386.750000 Penalty: 4306.202637
	Iteration 5Q: 3 clusters Score -745386.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -745444.750000 Penalty: 4306.202637
	Iteration 6Q: 3 clusters Score -745444.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -745508.875000 Penalty: 4306.202637
	Iteration 7Q: 3 clusters Score -745508.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -745566.812500 Penalty: 4306.202637
	Iteration 8Q: 3 clusters Score -745566.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -745635.562500 Penalty: 4306.202637
	Iteration 9Q: 3 clusters Score -745635.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -745700.250000 Penalty: 4306.202637
	Iteration 10Q: 3 clusters Score -745700.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -745761.187500 Penalty: 4306.202637
	Iteration 11Q: 3 clusters Score -745761.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -745825.250000 Penalty: 4306.202637
	Iteration 12Q: 3 clusters Score -745825.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -745897.937500 Penalty: 4306.202637
	Iteration 13Q: 3 clusters Score -745897.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -745979.125000 Penalty: 4306.202637
	Iteration 14Q: 3 clusters Score -745979.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -746072.062500 Penalty: 4306.202637
	Iteration 15Q: 3 clusters Score -746072.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -746166.000000 Penalty: 4306.202637
	Iteration 16Q: 3 clusters Score -746166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -746259.312500 Penalty: 4306.202637
	Iteration 17Q: 3 clusters Score -746259.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -746340.375000 Penalty: 4306.202637
	Iteration 18Q: 3 clusters Score -746340.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -746416.625000 Penalty: 4306.202637
	Iteration 19Q: 3 clusters Score -746416.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -746477.000000 Penalty: 4306.202637
	Iteration 20F: 3 clusters Score -746477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -746548.000000 Penalty: 4306.202637
	Iteration 21Q: 3 clusters Score -746548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -746602.312500 Penalty: 4306.202637
	Iteration 22Q: 3 clusters Score -746602.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -746646.562500 Penalty: 4306.202637
	Iteration 23Q: 3 clusters Score -746646.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -746685.375000 Penalty: 4306.202637
	Iteration 24Q: 3 clusters Score -746685.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -746707.812500 Penalty: 4306.202637
	Iteration 25Q: 3 clusters Score -746707.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -746729.750000 Penalty: 4306.202637
	Iteration 26Q: 3 clusters Score -746729.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -746748.437500 Penalty: 4306.202637
	Iteration 27Q: 3 clusters Score -746748.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -746767.562500 Penalty: 4306.202637
	Iteration 28Q: 3 clusters Score -746767.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -746785.312500 Penalty: 4306.202637
	Iteration 29Q: 3 clusters Score -746785.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -746803.125000 Penalty: 4306.202637
	Iteration 30Q: 3 clusters Score -746803.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -746815.812500 Penalty: 4306.202637
	Iteration 31Q: 3 clusters Score -746815.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -746828.250000 Penalty: 4306.202637
	Iteration 32Q: 3 clusters Score -746828.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -746842.250000 Penalty: 4306.202637
	Iteration 33Q: 3 clusters Score -746842.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -746852.750000 Penalty: 4306.202637
	Iteration 34Q: 3 clusters Score -746852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -746861.937500 Penalty: 4306.202637
	Iteration 35Q: 3 clusters Score -746861.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -746870.437500 Penalty: 4306.202637
	Iteration 36Q: 3 clusters Score -746870.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -746878.625000 Penalty: 4306.202637
	Iteration 37Q: 3 clusters Score -746878.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -746883.812500 Penalty: 4306.202637
	Iteration 38Q: 3 clusters Score -746883.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -746893.562500 Penalty: 4306.202637
	Iteration 39Q: 3 clusters Score -746893.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -746908.812500 Penalty: 4306.202637
	Iteration 40F: 3 clusters Score -746908.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -746918.750000 Penalty: 4306.202637
	Iteration 41Q: 3 clusters Score -746918.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -746931.125000 Penalty: 4306.202637
	Iteration 42Q: 3 clusters Score -746931.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -746944.312500 Penalty: 4306.202637
	Iteration 43Q: 3 clusters Score -746944.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -746956.375000 Penalty: 4306.202637
	Iteration 44Q: 3 clusters Score -746956.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -746959.000000 Penalty: 4306.202637
	Iteration 45Q: 3 clusters Score -746959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -746964.687500 Penalty: 4306.202637
	Iteration 46Q: 3 clusters Score -746964.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -746969.750000 Penalty: 4306.202637
	Iteration 47Q: 3 clusters Score -746969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -746974.000000 Penalty: 4306.202637
	Iteration 48Q: 3 clusters Score -746974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -746977.000000 Penalty: 4306.202637
	Iteration 49Q: 3 clusters Score -746977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -746981.687500 Penalty: 4306.202637
	Iteration 50Q: 3 clusters Score -746981.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -746987.812500 Penalty: 4306.202637
	Iteration 51Q: 3 clusters Score -746987.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -746991.500000 Penalty: 4306.202637
	Iteration 52Q: 3 clusters Score -746991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -746995.562500 Penalty: 4306.202637
	Iteration 53Q: 3 clusters Score -746995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -746996.812500 Penalty: 4306.202637
	Iteration 54Q: 3 clusters Score -746996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -746999.937500 Penalty: 4306.202637
	Iteration 55Q: 3 clusters Score -746999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -747003.562500 Penalty: 4306.202637
	Iteration 56Q: 3 clusters Score -747003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -747003.687500 Penalty: 4306.202637
	Iteration 57Q: 3 clusters Score -747003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -747003.687500 Penalty: 4306.202637
	Iteration 58F: 3 clusters Score -747003.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Entering Unmasked Estep 
Score: -6949078.000000 Penalty: 2705.979736
	Iteration 0F: 2 clusters Score -6949078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -6912270.500000 Penalty: 5411.959473
	Iteration 0F: 3 clusters Score -6912270 nChanged 25334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -6926301.000000 Penalty: 5411.959473
	Iteration 1F: 3 clusters Score -6926301 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -6926935.000000 Penalty: 5411.959473
	Iteration 2Q: 3 clusters Score -6926935 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -6927658.000000 Penalty: 5411.959473
	Iteration 3Q: 3 clusters Score -6927658 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -6928532.000000 Penalty: 5411.959473
	Iteration 4Q: 3 clusters Score -6928532 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -6929682.000000 Penalty: 5411.959473
	Iteration 5Q: 3 clusters Score -6929682 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -6931286.000000 Penalty: 5411.959473
	Iteration 6F: 3 clusters Score -6931286 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -6933322.000000 Penalty: 5411.959473
	Iteration 7F: 3 clusters Score -6933322 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -6935736.500000 Penalty: 5411.959473
	Iteration 8F: 3 clusters Score -6935736 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -6938327.000000 Penalty: 5411.959473
	Iteration 9F: 3 clusters Score -6938327 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -6940867.500000 Penalty: 5411.959473
	Iteration 10F: 3 clusters Score -6940868 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -6942770.000000 Penalty: 5411.959473
	Iteration 11F: 3 clusters Score -6942770 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -6943944.000000 Penalty: 5411.959473
	Iteration 12Q: 3 clusters Score -6943944 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -6944608.500000 Penalty: 5411.959473
	Iteration 13Q: 3 clusters Score -6944608 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -6945060.000000 Penalty: 5411.959473
	Iteration 14Q: 3 clusters Score -6945060 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -6945538.500000 Penalty: 5411.959473
	Iteration 15Q: 3 clusters Score -6945538 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -6945969.500000 Penalty: 5411.959473
	Iteration 16Q: 3 clusters Score -6945970 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -6946271.000000 Penalty: 5411.959473
	Iteration 17Q: 3 clusters Score -6946271 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -6946559.500000 Penalty: 5411.959473
	Iteration 18Q: 3 clusters Score -6946560 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -6946752.000000 Penalty: 5411.959473
	Iteration 19Q: 3 clusters Score -6946752 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -6946924.500000 Penalty: 5411.959473
	Iteration 20F: 3 clusters Score -6946924 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -6947029.500000 Penalty: 5411.959473
	Iteration 21Q: 3 clusters Score -6947030 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -6947108.000000 Penalty: 5411.959473
	Iteration 22Q: 3 clusters Score -6947108 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -6947227.000000 Penalty: 5411.959473
	Iteration 23Q: 3 clusters Score -6947227 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -6947284.000000 Penalty: 5411.959473
	Iteration 24Q: 3 clusters Score -6947284 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -6947330.000000 Penalty: 5411.959473
	Iteration 25Q: 3 clusters Score -6947330 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -6947375.500000 Penalty: 5411.959473
	Iteration 26Q: 3 clusters Score -6947376 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -6947415.000000 Penalty: 5411.959473
	Iteration 27Q: 3 clusters Score -6947415 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -6947448.500000 Penalty: 5411.959473
	Iteration 28Q: 3 clusters Score -6947448 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -6947504.000000 Penalty: 5411.959473
	Iteration 29Q: 3 clusters Score -6947504 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -6947515.500000 Penalty: 5411.959473
	Iteration 30Q: 3 clusters Score -6947516 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -6947531.500000 Penalty: 5411.959473
	Iteration 31Q: 3 clusters Score -6947532 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -6947564.500000 Penalty: 5411.959473
	Iteration 32Q: 3 clusters Score -6947564 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -6947603.500000 Penalty: 5411.959473
	Iteration 33Q: 3 clusters Score -6947604 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -6947620.000000 Penalty: 5411.959473
	Iteration 34Q: 3 clusters Score -6947620 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -6947662.500000 Penalty: 5411.959473
	Iteration 35Q: 3 clusters Score -6947662 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -6947692.500000 Penalty: 5411.959473
	Iteration 36Q: 3 clusters Score -6947692 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -6947714.000000 Penalty: 5411.959473
	Iteration 37Q: 3 clusters Score -6947714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -6947719.000000 Penalty: 5411.959473
	Iteration 38Q: 3 clusters Score -6947719 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -6947734.500000 Penalty: 5411.959473
	Iteration 39Q: 3 clusters Score -6947734 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -6947734.000000 Penalty: 5411.959473
	Iteration 40F: 3 clusters Score -6947734 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -6947749.500000 Penalty: 5411.959473
	Iteration 41Q: 3 clusters Score -6947750 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -6947774.500000 Penalty: 5411.959473
	Iteration 42Q: 3 clusters Score -6947774 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -6947803.000000 Penalty: 5411.959473
	Iteration 43Q: 3 clusters Score -6947803 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -6947814.500000 Penalty: 5411.959473
	Iteration 44Q: 3 clusters Score -6947814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -6947819.000000 Penalty: 5411.959473
	Iteration 45Q: 3 clusters Score -6947819 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -6947826.500000 Penalty: 5411.959473
	Iteration 46Q: 3 clusters Score -6947826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -6947851.000000 Penalty: 5411.959473
	Iteration 47Q: 3 clusters Score -6947851 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -6947842.500000 Penalty: 5411.959473
	Iteration 48Q: 3 clusters Score -6947842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -6947856.500000 Penalty: 5411.959473
	Iteration 49Q: 3 clusters Score -6947856 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -6947867.500000 Penalty: 5411.959473
	Iteration 50Q: 3 clusters Score -6947868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -6947866.500000 Penalty: 5411.959473
	Iteration 51Q: 3 clusters Score -6947866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -6947858.000000 Penalty: 5411.959473
	Iteration 52Q: 3 clusters Score -6947858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -6947879.500000 Penalty: 5411.959473
	Iteration 53Q: 3 clusters Score -6947880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -6947892.000000 Penalty: 5411.959473
	Iteration 54Q: 3 clusters Score -6947892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -6947891.500000 Penalty: 5411.959473
	Iteration 55Q: 3 clusters Score -6947892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -6947889.500000 Penalty: 5411.959473
	Iteration 56Q: 3 clusters Score -6947890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -6947904.000000 Penalty: 5411.959473
	Iteration 57Q: 3 clusters Score -6947904 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -6947915.000000 Penalty: 5411.959473
	Iteration 58Q: 3 clusters Score -6947915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -6947922.000000 Penalty: 5411.959473
	Iteration 59Q: 3 clusters Score -6947922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -6947919.000000 Penalty: 5411.959473
	Iteration 60F: 3 clusters Score -6947919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -6947907.000000 Penalty: 5411.959473
	Iteration 61Q: 3 clusters Score -6947907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -6947897.000000 Penalty: 5411.959473
	Iteration 62Q: 3 clusters Score -6947897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -6947911.500000 Penalty: 5411.959473
	Iteration 63Q: 3 clusters Score -6947912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -6947915.500000 Penalty: 5411.959473
	Iteration 64Q: 3 clusters Score -6947916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -6947917.000000 Penalty: 5411.959473
	Iteration 65Q: 3 clusters Score -6947917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -6947911.500000 Penalty: 5411.959473
	Iteration 66Q: 3 clusters Score -6947912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -6947935.000000 Penalty: 5411.959473
	Iteration 67Q: 3 clusters Score -6947935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -6947938.500000 Penalty: 5411.959473
	Iteration 68Q: 3 clusters Score -6947938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -6947946.000000 Penalty: 5411.959473
	Iteration 69Q: 3 clusters Score -6947946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -6947942.500000 Penalty: 5411.959473
	Iteration 70Q: 3 clusters Score -6947942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -6947940.000000 Penalty: 5411.959473
	Iteration 71Q: 3 clusters Score -6947940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -6947951.500000 Penalty: 5411.959473
	Iteration 72Q: 3 clusters Score -6947952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -6947955.500000 Penalty: 5411.959473
	Iteration 73Q: 3 clusters Score -6947956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -6947963.000000 Penalty: 5411.959473
	Iteration 74Q: 3 clusters Score -6947963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -6947970.500000 Penalty: 5411.959473
	Iteration 75Q: 3 clusters Score -6947970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -6947965.000000 Penalty: 5411.959473
	Iteration 76Q: 3 clusters Score -6947965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -6947971.500000 Penalty: 5411.959473
	Iteration 77Q: 3 clusters Score -6947972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -6947972.000000 Penalty: 5411.959473
	Iteration 78Q: 3 clusters Score -6947972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -6947979.000000 Penalty: 5411.959473
	Iteration 79Q: 3 clusters Score -6947979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -6947988.000000 Penalty: 5411.959473
	Iteration 80F: 3 clusters Score -6947988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -6947976.500000 Penalty: 5411.959473
	Iteration 81Q: 3 clusters Score -6947976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -6947963.500000 Penalty: 5411.959473
	Iteration 82Q: 3 clusters Score -6947964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -6947978.500000 Penalty: 5411.959473
	Iteration 83Q: 3 clusters Score -6947978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -6947991.500000 Penalty: 5411.959473
	Iteration 84Q: 3 clusters Score -6947992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -6947988.500000 Penalty: 5411.959473
	Iteration 85Q: 3 clusters Score -6947988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -6948006.500000 Penalty: 5411.959473
	Iteration 86Q: 3 clusters Score -6948006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -6948011.000000 Penalty: 5411.959473
	Iteration 87Q: 3 clusters Score -6948011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -6948020.000000 Penalty: 5411.959473
	Iteration 88Q: 3 clusters Score -6948020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -6948028.000000 Penalty: 5411.959473
	Iteration 89Q: 3 clusters Score -6948028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -6948037.500000 Penalty: 5411.959473
	Iteration 90Q: 3 clusters Score -6948038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -6948029.500000 Penalty: 5411.959473
	Iteration 91Q: 3 clusters Score -6948030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -6948029.000000 Penalty: 5411.959473
	Iteration 92Q: 3 clusters Score -6948029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -6948041.000000 Penalty: 5411.959473
	Iteration 93Q: 3 clusters Score -6948041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -6948057.000000 Penalty: 5411.959473
	Iteration 94Q: 3 clusters Score -6948057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -6948070.500000 Penalty: 5411.959473
	Iteration 95Q: 3 clusters Score -6948070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -6948070.500000 Penalty: 5411.959473
	Iteration 96Q: 3 clusters Score -6948070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -6948060.000000 Penalty: 5411.959473
	Iteration 97Q: 3 clusters Score -6948060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -6948067.000000 Penalty: 5411.959473
	Iteration 98Q: 3 clusters Score -6948067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -6948062.000000 Penalty: 5411.959473
	Iteration 99Q: 3 clusters Score -6948062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -6948062.500000 Penalty: 5411.959473
	Iteration 100F: 3 clusters Score -6948062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -6948053.000000 Penalty: 5411.959473
	Iteration 101Q: 3 clusters Score -6948053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -6948059.000000 Penalty: 5411.959473
	Iteration 102Q: 3 clusters Score -6948059 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -6948053.500000 Penalty: 5411.959473
	Iteration 103Q: 3 clusters Score -6948054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -6948044.000000 Penalty: 5411.959473
	Iteration 104Q: 3 clusters Score -6948044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -6948051.000000 Penalty: 5411.959473
	Iteration 105Q: 3 clusters Score -6948051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -6948044.000000 Penalty: 5411.959473
	Iteration 106Q: 3 clusters Score -6948044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -6948046.500000 Penalty: 5411.959473
	Iteration 107Q: 3 clusters Score -6948046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -6948048.000000 Penalty: 5411.959473
	Iteration 108Q: 3 clusters Score -6948048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -6948038.500000 Penalty: 5411.959473
	Iteration 109Q: 3 clusters Score -6948038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -6948038.000000 Penalty: 5411.959473
	Iteration 110Q: 3 clusters Score -6948038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -6948035.000000 Penalty: 5411.959473
	Iteration 111Q: 3 clusters Score -6948035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -6948027.500000 Penalty: 5411.959473
	Iteration 112Q: 3 clusters Score -6948028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -6948040.500000 Penalty: 5411.959473
	Iteration 113Q: 3 clusters Score -6948040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -6948031.500000 Penalty: 5411.959473
	Iteration 114Q: 3 clusters Score -6948032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -6948043.500000 Penalty: 5411.959473
	Iteration 115Q: 3 clusters Score -6948044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -6948051.500000 Penalty: 5411.959473
	Iteration 116Q: 3 clusters Score -6948052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -6948046.000000 Penalty: 5411.959473
	Iteration 117Q: 3 clusters Score -6948046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -6948047.500000 Penalty: 5411.959473
	Iteration 118Q: 3 clusters Score -6948048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -6948050.000000 Penalty: 5411.959473
	Iteration 119Q: 3 clusters Score -6948050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -6948054.000000 Penalty: 5411.959473
	Iteration 120F: 3 clusters Score -6948054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -6948058.500000 Penalty: 5411.959473
	Iteration 121Q: 3 clusters Score -6948058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -6948049.500000 Penalty: 5411.959473
	Iteration 122Q: 3 clusters Score -6948050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -6948059.000000 Penalty: 5411.959473
	Iteration 123Q: 3 clusters Score -6948059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -6948054.500000 Penalty: 5411.959473
	Iteration 124Q: 3 clusters Score -6948054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -6948045.500000 Penalty: 5411.959473
	Iteration 125Q: 3 clusters Score -6948046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -6948053.000000 Penalty: 5411.959473
	Iteration 126Q: 3 clusters Score -6948053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -6948050.500000 Penalty: 5411.959473
	Iteration 127Q: 3 clusters Score -6948050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -6948063.000000 Penalty: 5411.959473
	Iteration 128Q: 3 clusters Score -6948063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -6948050.000000 Penalty: 5411.959473
	Iteration 129Q: 3 clusters Score -6948050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -6948058.500000 Penalty: 5411.959473
	Iteration 130Q: 3 clusters Score -6948058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -6948061.000000 Penalty: 5411.959473
	Iteration 131Q: 3 clusters Score -6948061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -6948066.000000 Penalty: 5411.959473
	Iteration 132Q: 3 clusters Score -6948066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -6948067.000000 Penalty: 5411.959473
	Iteration 133Q: 3 clusters Score -6948067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -6948063.500000 Penalty: 5411.959473
	Iteration 134Q: 3 clusters Score -6948064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -6948063.000000 Penalty: 5411.959473
	Iteration 135Q: 3 clusters Score -6948063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -6948065.000000 Penalty: 5411.959473
	Iteration 136Q: 3 clusters Score -6948065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -6948065.000000 Penalty: 5411.959473
	Iteration 137F: 3 clusters Score -6948065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Entering Unmasked Estep 
Score: -1187584.500000 Penalty: 2251.954102
	Iteration 0F: 2 clusters Score -1187584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1180707.875000 Penalty: 4503.908203
	Iteration 0F: 3 clusters Score -1180708 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1182565.250000 Penalty: 4503.908203
	Iteration 1F: 3 clusters Score -1182565 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1182809.000000 Penalty: 4503.908203
	Iteration 2F: 3 clusters Score -1182809 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1182961.625000 Penalty: 4503.908203
	Iteration 3Q: 3 clusters Score -1182962 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1183085.875000 Penalty: 4503.908203
	Iteration 4Q: 3 clusters Score -1183086 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1183173.500000 Penalty: 4503.908203
	Iteration 5Q: 3 clusters Score -1183174 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1183234.875000 Penalty: 4503.908203
	Iteration 6Q: 3 clusters Score -1183235 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1183289.375000 Penalty: 4503.908203
	Iteration 7Q: 3 clusters Score -1183289 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1183336.625000 Penalty: 4503.908203
	Iteration 8Q: 3 clusters Score -1183337 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1183387.750000 Penalty: 4503.908203
	Iteration 9Q: 3 clusters Score -1183388 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1183447.750000 Penalty: 4503.908203
	Iteration 10Q: 3 clusters Score -1183448 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1183507.750000 Penalty: 4503.908203
	Iteration 11Q: 3 clusters Score -1183508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1183568.875000 Penalty: 4503.908203
	Iteration 12Q: 3 clusters Score -1183569 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1183646.750000 Penalty: 4503.908203
	Iteration 13Q: 3 clusters Score -1183647 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1183721.875000 Penalty: 4503.908203
	Iteration 14Q: 3 clusters Score -1183722 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1183832.000000 Penalty: 4503.908203
	Iteration 15Q: 3 clusters Score -1183832 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1183972.750000 Penalty: 4503.908203
	Iteration 16Q: 3 clusters Score -1183973 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1184142.125000 Penalty: 4503.908203
	Iteration 17Q: 3 clusters Score -1184142 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1184350.375000 Penalty: 4503.908203
	Iteration 18Q: 3 clusters Score -1184350 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1184561.125000 Penalty: 4503.908203
	Iteration 19Q: 3 clusters Score -1184561 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1184780.125000 Penalty: 4503.908203
	Iteration 20F: 3 clusters Score -1184780 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1184980.625000 Penalty: 4503.908203
	Iteration 21Q: 3 clusters Score -1184981 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1185129.375000 Penalty: 4503.908203
	Iteration 22Q: 3 clusters Score -1185129 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1185251.625000 Penalty: 4503.908203
	Iteration 23Q: 3 clusters Score -1185252 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1185340.750000 Penalty: 4503.908203
	Iteration 24Q: 3 clusters Score -1185341 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1185401.125000 Penalty: 4503.908203
	Iteration 25Q: 3 clusters Score -1185401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1185453.375000 Penalty: 4503.908203
	Iteration 26Q: 3 clusters Score -1185453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1185487.250000 Penalty: 4503.908203
	Iteration 27Q: 3 clusters Score -1185487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1185515.375000 Penalty: 4503.908203
	Iteration 28Q: 3 clusters Score -1185515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1185537.875000 Penalty: 4503.908203
	Iteration 29Q: 3 clusters Score -1185538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1185557.375000 Penalty: 4503.908203
	Iteration 30Q: 3 clusters Score -1185557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1185572.625000 Penalty: 4503.908203
	Iteration 31Q: 3 clusters Score -1185573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1185590.000000 Penalty: 4503.908203
	Iteration 32Q: 3 clusters Score -1185590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1185599.625000 Penalty: 4503.908203
	Iteration 33Q: 3 clusters Score -1185600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1185611.750000 Penalty: 4503.908203
	Iteration 34Q: 3 clusters Score -1185612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1185620.625000 Penalty: 4503.908203
	Iteration 35Q: 3 clusters Score -1185621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1185634.250000 Penalty: 4503.908203
	Iteration 36Q: 3 clusters Score -1185634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1185638.125000 Penalty: 4503.908203
	Iteration 37Q: 3 clusters Score -1185638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1185649.500000 Penalty: 4503.908203
	Iteration 38Q: 3 clusters Score -1185650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1185652.750000 Penalty: 4503.908203
	Iteration 39Q: 3 clusters Score -1185653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1185655.125000 Penalty: 4503.908203
	Iteration 40F: 3 clusters Score -1185655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102909 members 
Entering Unmasked Estep 
Score: -13008416.000000 Penalty: 2862.316895
	Iteration 0F: 2 clusters Score -1.300842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -12939618.000000 Penalty: 5724.633789
	Iteration 0F: 3 clusters Score -1.293962e+07 nChanged 48629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -12967587.000000 Penalty: 5724.633789
	Iteration 1F: 3 clusters Score -1.296759e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -12968890.000000 Penalty: 5724.633789
	Iteration 2Q: 3 clusters Score -1.296889e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -12970781.000000 Penalty: 5724.633789
	Iteration 3Q: 3 clusters Score -1.297078e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -12973621.000000 Penalty: 5724.633789
	Iteration 4F: 3 clusters Score -1.297362e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -12977750.000000 Penalty: 5724.633789
	Iteration 5F: 3 clusters Score -1.297775e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -12982597.000000 Penalty: 5724.633789
	Iteration 6F: 3 clusters Score -1.29826e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79313 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -12987840.000000 Penalty: 5724.633789
	Iteration 7F: 3 clusters Score -1.298784e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85392 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -12992618.000000 Penalty: 5724.633789
	Iteration 8F: 3 clusters Score -1.299262e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -12996796.000000 Penalty: 5724.633789
	Iteration 9F: 3 clusters Score -1.29968e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -13000138.000000 Penalty: 5724.633789
	Iteration 10Q: 3 clusters Score -1.300014e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97872 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -13002566.000000 Penalty: 5724.633789
	Iteration 11Q: 3 clusters Score -1.300257e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -13004017.000000 Penalty: 5724.633789
	Iteration 12Q: 3 clusters Score -1.300402e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -13004926.000000 Penalty: 5724.633789
	Iteration 13Q: 3 clusters Score -1.300493e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -13005312.000000 Penalty: 5724.633789
	Iteration 14Q: 3 clusters Score -1.300531e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101736 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13005527.000000 Penalty: 5724.633789
	Iteration 15Q: 3 clusters Score -1.300553e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101920 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13005702.000000 Penalty: 5724.633789
	Iteration 16Q: 3 clusters Score -1.30057e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13005812.000000 Penalty: 5724.633789
	Iteration 17Q: 3 clusters Score -1.300581e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102122 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -13005891.000000 Penalty: 5724.633789
	Iteration 18Q: 3 clusters Score -1.300589e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13005943.000000 Penalty: 5724.633789
	Iteration 19Q: 3 clusters Score -1.300594e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13006006.000000 Penalty: 5724.633789
	Iteration 20F: 3 clusters Score -1.300601e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102214 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -13006018.000000 Penalty: 5724.633789
	Iteration 21Q: 3 clusters Score -1.300602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102227 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13006014.000000 Penalty: 5724.633789
	Iteration 22Q: 3 clusters Score -1.300601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13006017.000000 Penalty: 5724.633789
	Iteration 23Q: 3 clusters Score -1.300602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13006011.000000 Penalty: 5724.633789
	Iteration 24Q: 3 clusters Score -1.300601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102242 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13006031.000000 Penalty: 5724.633789
	Iteration 25Q: 3 clusters Score -1.300603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102245 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -13006048.000000 Penalty: 5724.633789
	Iteration 26Q: 3 clusters Score -1.300605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102245 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -13006049.000000 Penalty: 5724.633789
	Iteration 27Q: 3 clusters Score -1.300605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13006061.000000 Penalty: 5724.633789
	Iteration 28Q: 3 clusters Score -1.300606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13006062.000000 Penalty: 5724.633789
	Iteration 29Q: 3 clusters Score -1.300606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -13006066.000000 Penalty: 5724.633789
	Iteration 30Q: 3 clusters Score -1.300607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13006067.000000 Penalty: 5724.633789
	Iteration 31Q: 3 clusters Score -1.300607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102256 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -13006075.000000 Penalty: 5724.633789
	Iteration 32Q: 3 clusters Score -1.300608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -13006075.000000 Penalty: 5724.633789
	Iteration 33Q: 3 clusters Score -1.300608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13006073.000000 Penalty: 5724.633789
	Iteration 34Q: 3 clusters Score -1.300607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13006063.000000 Penalty: 5724.633789
	Iteration 35Q: 3 clusters Score -1.300606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102276 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13006076.000000 Penalty: 5724.633789
	Iteration 36Q: 3 clusters Score -1.300608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13006076.000000 Penalty: 5724.633789
	Iteration 37Q: 3 clusters Score -1.300608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102281 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13006071.000000 Penalty: 5724.633789
	Iteration 38Q: 3 clusters Score -1.300607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13006064.000000 Penalty: 5724.633789
	Iteration 39Q: 3 clusters Score -1.300606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13006073.000000 Penalty: 5724.633789
	Iteration 40F: 3 clusters Score -1.300607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -652232.562500 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -652232.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -647737.062500 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -647737.1 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -648919.562500 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -648919.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -649195.812500 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -649195.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -649393.937500 Penalty: 4233.474121
	Iteration 3F: 3 clusters Score -649393.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -649558.937500 Penalty: 4233.474121
	Iteration 4F: 3 clusters Score -649558.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -649711.812500 Penalty: 4233.474121
	Iteration 5Q: 3 clusters Score -649711.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -649839.875000 Penalty: 4233.474121
	Iteration 6Q: 3 clusters Score -649839.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -649960.937500 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -649960.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -650083.125000 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -650083.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -650232.625000 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -650232.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -650359.812500 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -650359.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -650467.875000 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -650467.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -650550.250000 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -650550.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -650628.562500 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -650628.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -650711.062500 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -650711.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -650797.687500 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -650797.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -650862.062500 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -650862.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -650920.625000 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -650920.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -650974.562500 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -650974.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -651014.187500 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -651014.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -651043.687500 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -651043.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -651065.875000 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -651065.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -651083.437500 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -651083.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -651094.812500 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -651094.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -651103.250000 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -651103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -651107.312500 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -651107.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -651115.812500 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -651115.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -651121.562500 Penalty: 4233.474121
	Iteration 27Q: 3 clusters Score -651121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -651124.500000 Penalty: 4233.474121
	Iteration 28Q: 3 clusters Score -651124.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -651125.125000 Penalty: 4233.474121
	Iteration 29Q: 3 clusters Score -651125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -651128.187500 Penalty: 4233.474121
	Iteration 30Q: 3 clusters Score -651128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -651131.375000 Penalty: 4233.474121
	Iteration 31Q: 3 clusters Score -651131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -651131.312500 Penalty: 4233.474121
	Iteration 32Q: 3 clusters Score -651131.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -651131.312500 Penalty: 4233.474121
	Iteration 33F: 3 clusters Score -651131.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -383841.812500 Penalty: 2004.359131
	Iteration 0F: 2 clusters Score -383841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -380439.375000 Penalty: 4008.718262
	Iteration 0F: 3 clusters Score -380439.4 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -381213.468750 Penalty: 4008.718262
	Iteration 1F: 3 clusters Score -381213.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -381392.468750 Penalty: 4008.718262
	Iteration 2F: 3 clusters Score -381392.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -381493.968750 Penalty: 4008.718262
	Iteration 3Q: 3 clusters Score -381494 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -381568.312500 Penalty: 4008.718262
	Iteration 4Q: 3 clusters Score -381568.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -381633.125000 Penalty: 4008.718262
	Iteration 5Q: 3 clusters Score -381633.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -381691.843750 Penalty: 4008.718262
	Iteration 6Q: 3 clusters Score -381691.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -381735.375000 Penalty: 4008.718262
	Iteration 7Q: 3 clusters Score -381735.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -381777.500000 Penalty: 4008.718262
	Iteration 8Q: 3 clusters Score -381777.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -381831.718750 Penalty: 4008.718262
	Iteration 9Q: 3 clusters Score -381831.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -381879.968750 Penalty: 4008.718262
	Iteration 10Q: 3 clusters Score -381880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -381920.406250 Penalty: 4008.718262
	Iteration 11Q: 3 clusters Score -381920.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -381943.750000 Penalty: 4008.718262
	Iteration 12Q: 3 clusters Score -381943.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -381962.375000 Penalty: 4008.718262
	Iteration 13Q: 3 clusters Score -381962.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -381977.031250 Penalty: 4008.718262
	Iteration 14Q: 3 clusters Score -381977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -381987.250000 Penalty: 4008.718262
	Iteration 15Q: 3 clusters Score -381987.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -381998.125000 Penalty: 4008.718262
	Iteration 16Q: 3 clusters Score -381998.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -382008.000000 Penalty: 4008.718262
	Iteration 17Q: 3 clusters Score -382008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -382017.250000 Penalty: 4008.718262
	Iteration 18Q: 3 clusters Score -382017.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -382025.500000 Penalty: 4008.718262
	Iteration 19Q: 3 clusters Score -382025.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -382035.718750 Penalty: 4008.718262
	Iteration 20F: 3 clusters Score -382035.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -382043.062500 Penalty: 4008.718262
	Iteration 21Q: 3 clusters Score -382043.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -382053.000000 Penalty: 4008.718262
	Iteration 22Q: 3 clusters Score -382053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -382072.031250 Penalty: 4008.718262
	Iteration 23Q: 3 clusters Score -382072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -382084.437500 Penalty: 4008.718262
	Iteration 24Q: 3 clusters Score -382084.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -382095.375000 Penalty: 4008.718262
	Iteration 25Q: 3 clusters Score -382095.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -382102.500000 Penalty: 4008.718262
	Iteration 26Q: 3 clusters Score -382102.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -382109.468750 Penalty: 4008.718262
	Iteration 27Q: 3 clusters Score -382109.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -382115.156250 Penalty: 4008.718262
	Iteration 28Q: 3 clusters Score -382115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -382120.093750 Penalty: 4008.718262
	Iteration 29Q: 3 clusters Score -382120.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -382125.750000 Penalty: 4008.718262
	Iteration 30Q: 3 clusters Score -382125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -382135.906250 Penalty: 4008.718262
	Iteration 31Q: 3 clusters Score -382135.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -382145.875000 Penalty: 4008.718262
	Iteration 32Q: 3 clusters Score -382145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -382152.156250 Penalty: 4008.718262
	Iteration 33Q: 3 clusters Score -382152.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -382161.500000 Penalty: 4008.718262
	Iteration 34Q: 3 clusters Score -382161.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -382168.156250 Penalty: 4008.718262
	Iteration 35Q: 3 clusters Score -382168.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -382170.812500 Penalty: 4008.718262
	Iteration 36Q: 3 clusters Score -382170.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -382175.093750 Penalty: 4008.718262
	Iteration 37Q: 3 clusters Score -382175.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -382179.250000 Penalty: 4008.718262
	Iteration 38Q: 3 clusters Score -382179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -382184.156250 Penalty: 4008.718262
	Iteration 39Q: 3 clusters Score -382184.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -382190.406250 Penalty: 4008.718262
	Iteration 40F: 3 clusters Score -382190.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -382198.500000 Penalty: 4008.718262
	Iteration 41Q: 3 clusters Score -382198.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -382205.250000 Penalty: 4008.718262
	Iteration 42Q: 3 clusters Score -382205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -382208.375000 Penalty: 4008.718262
	Iteration 43Q: 3 clusters Score -382208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -382211.437500 Penalty: 4008.718262
	Iteration 44Q: 3 clusters Score -382211.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -382215.343750 Penalty: 4008.718262
	Iteration 45Q: 3 clusters Score -382215.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -382220.093750 Penalty: 4008.718262
	Iteration 46Q: 3 clusters Score -382220.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -382226.843750 Penalty: 4008.718262
	Iteration 47Q: 3 clusters Score -382226.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -382237.562500 Penalty: 4008.718262
	Iteration 48Q: 3 clusters Score -382237.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -382243.437500 Penalty: 4008.718262
	Iteration 49Q: 3 clusters Score -382243.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -382252.562500 Penalty: 4008.718262
	Iteration 50Q: 3 clusters Score -382252.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -382261.500000 Penalty: 4008.718262
	Iteration 51Q: 3 clusters Score -382261.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -382266.281250 Penalty: 4008.718262
	Iteration 52Q: 3 clusters Score -382266.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -382272.218750 Penalty: 4008.718262
	Iteration 53Q: 3 clusters Score -382272.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -382277.500000 Penalty: 4008.718262
	Iteration 54Q: 3 clusters Score -382277.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -382282.843750 Penalty: 4008.718262
	Iteration 55Q: 3 clusters Score -382282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -382288.156250 Penalty: 4008.718262
	Iteration 56Q: 3 clusters Score -382288.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -382292.968750 Penalty: 4008.718262
	Iteration 57Q: 3 clusters Score -382293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -382297.062500 Penalty: 4008.718262
	Iteration 58Q: 3 clusters Score -382297.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -382302.062500 Penalty: 4008.718262
	Iteration 59Q: 3 clusters Score -382302.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -382304.312500 Penalty: 4008.718262
	Iteration 60F: 3 clusters Score -382304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -382305.843750 Penalty: 4008.718262
	Iteration 61Q: 3 clusters Score -382305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -382307.468750 Penalty: 4008.718262
	Iteration 62Q: 3 clusters Score -382307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -382307.750000 Penalty: 4008.718262
	Iteration 63Q: 3 clusters Score -382307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -382309.812500 Penalty: 4008.718262
	Iteration 64Q: 3 clusters Score -382309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -382310.718750 Penalty: 4008.718262
	Iteration 65Q: 3 clusters Score -382310.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -382312.468750 Penalty: 4008.718262
	Iteration 66Q: 3 clusters Score -382312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -382313.437500 Penalty: 4008.718262
	Iteration 67Q: 3 clusters Score -382313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -382321.656250 Penalty: 4008.718262
	Iteration 68Q: 3 clusters Score -382321.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -382328.093750 Penalty: 4008.718262
	Iteration 69Q: 3 clusters Score -382328.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -382333.687500 Penalty: 4008.718262
	Iteration 70Q: 3 clusters Score -382333.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -382337.187500 Penalty: 4008.718262
	Iteration 71Q: 3 clusters Score -382337.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -382341.500000 Penalty: 4008.718262
	Iteration 72Q: 3 clusters Score -382341.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -382344.375000 Penalty: 4008.718262
	Iteration 73Q: 3 clusters Score -382344.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -382349.031250 Penalty: 4008.718262
	Iteration 74Q: 3 clusters Score -382349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -382353.343750 Penalty: 4008.718262
	Iteration 75Q: 3 clusters Score -382353.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -382356.281250 Penalty: 4008.718262
	Iteration 76Q: 3 clusters Score -382356.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -382361.718750 Penalty: 4008.718262
	Iteration 77Q: 3 clusters Score -382361.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -382369.156250 Penalty: 4008.718262
	Iteration 78Q: 3 clusters Score -382369.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -382374.531250 Penalty: 4008.718262
	Iteration 79Q: 3 clusters Score -382374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -382376.437500 Penalty: 4008.718262
	Iteration 80F: 3 clusters Score -382376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -382382.656250 Penalty: 4008.718262
	Iteration 81Q: 3 clusters Score -382382.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -382385.437500 Penalty: 4008.718262
	Iteration 82Q: 3 clusters Score -382385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -382386.375000 Penalty: 4008.718262
	Iteration 83Q: 3 clusters Score -382386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -382387.812500 Penalty: 4008.718262
	Iteration 84Q: 3 clusters Score -382387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -382389.031250 Penalty: 4008.718262
	Iteration 85Q: 3 clusters Score -382389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -382391.906250 Penalty: 4008.718262
	Iteration 86Q: 3 clusters Score -382391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -382393.437500 Penalty: 4008.718262
	Iteration 87Q: 3 clusters Score -382393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -382393.937500 Penalty: 4008.718262
	Iteration 88Q: 3 clusters Score -382393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -382395.968750 Penalty: 4008.718262
	Iteration 89Q: 3 clusters Score -382396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -382396.781250 Penalty: 4008.718262
	Iteration 90Q: 3 clusters Score -382396.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -382396.781250 Penalty: 4008.718262
	Iteration 91F: 3 clusters Score -382396.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Entering Unmasked Estep 
Score: -1381052.750000 Penalty: 2322.570801
	Iteration 0F: 2 clusters Score -1381053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1372249.000000 Penalty: 4645.141602
	Iteration 0F: 3 clusters Score -1372249 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1375073.500000 Penalty: 4645.141602
	Iteration 1F: 3 clusters Score -1375074 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1375531.625000 Penalty: 4645.141602
	Iteration 2F: 3 clusters Score -1375532 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1375999.250000 Penalty: 4645.141602
	Iteration 3F: 3 clusters Score -1375999 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1376413.500000 Penalty: 4645.141602
	Iteration 4F: 3 clusters Score -1376414 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1376763.500000 Penalty: 4645.141602
	Iteration 5F: 3 clusters Score -1376764 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1377113.500000 Penalty: 4645.141602
	Iteration 6Q: 3 clusters Score -1377114 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1377467.375000 Penalty: 4645.141602
	Iteration 7Q: 3 clusters Score -1377467 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1377742.500000 Penalty: 4645.141602
	Iteration 8Q: 3 clusters Score -1377742 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1377924.000000 Penalty: 4645.141602
	Iteration 9Q: 3 clusters Score -1377924 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1378051.000000 Penalty: 4645.141602
	Iteration 10Q: 3 clusters Score -1378051 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1378163.125000 Penalty: 4645.141602
	Iteration 11Q: 3 clusters Score -1378163 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1378274.250000 Penalty: 4645.141602
	Iteration 12Q: 3 clusters Score -1378274 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1378363.125000 Penalty: 4645.141602
	Iteration 13Q: 3 clusters Score -1378363 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1378441.500000 Penalty: 4645.141602
	Iteration 14Q: 3 clusters Score -1378442 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1378521.250000 Penalty: 4645.141602
	Iteration 15Q: 3 clusters Score -1378521 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1378590.250000 Penalty: 4645.141602
	Iteration 16Q: 3 clusters Score -1378590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1378648.125000 Penalty: 4645.141602
	Iteration 17Q: 3 clusters Score -1378648 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1378699.000000 Penalty: 4645.141602
	Iteration 18Q: 3 clusters Score -1378699 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1378756.375000 Penalty: 4645.141602
	Iteration 19Q: 3 clusters Score -1378756 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1378809.875000 Penalty: 4645.141602
	Iteration 20F: 3 clusters Score -1378810 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1378862.000000 Penalty: 4645.141602
	Iteration 21Q: 3 clusters Score -1378862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1378910.500000 Penalty: 4645.141602
	Iteration 22Q: 3 clusters Score -1378910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1378966.500000 Penalty: 4645.141602
	Iteration 23Q: 3 clusters Score -1378966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1378997.500000 Penalty: 4645.141602
	Iteration 24Q: 3 clusters Score -1378998 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1379027.125000 Penalty: 4645.141602
	Iteration 25Q: 3 clusters Score -1379027 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1379068.000000 Penalty: 4645.141602
	Iteration 26Q: 3 clusters Score -1379068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1379098.250000 Penalty: 4645.141602
	Iteration 27Q: 3 clusters Score -1379098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1379128.500000 Penalty: 4645.141602
	Iteration 28Q: 3 clusters Score -1379128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1379136.625000 Penalty: 4645.141602
	Iteration 29Q: 3 clusters Score -1379137 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1379155.000000 Penalty: 4645.141602
	Iteration 30Q: 3 clusters Score -1379155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1379170.375000 Penalty: 4645.141602
	Iteration 31Q: 3 clusters Score -1379170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1379177.625000 Penalty: 4645.141602
	Iteration 32Q: 3 clusters Score -1379178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1379186.125000 Penalty: 4645.141602
	Iteration 33Q: 3 clusters Score -1379186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1379186.750000 Penalty: 4645.141602
	Iteration 34Q: 3 clusters Score -1379187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1379194.375000 Penalty: 4645.141602
	Iteration 35Q: 3 clusters Score -1379194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1379195.875000 Penalty: 4645.141602
	Iteration 36Q: 3 clusters Score -1379196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1379198.500000 Penalty: 4645.141602
	Iteration 37Q: 3 clusters Score -1379198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1379200.125000 Penalty: 4645.141602
	Iteration 38Q: 3 clusters Score -1379200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1379206.125000 Penalty: 4645.141602
	Iteration 39Q: 3 clusters Score -1379206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1379206.625000 Penalty: 4645.141602
	Iteration 40F: 3 clusters Score -1379207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1379207.875000 Penalty: 4645.141602
	Iteration 41Q: 3 clusters Score -1379208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1379208.125000 Penalty: 4645.141602
	Iteration 42Q: 3 clusters Score -1379208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1379209.750000 Penalty: 4645.141602
	Iteration 43Q: 3 clusters Score -1379210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1379214.875000 Penalty: 4645.141602
	Iteration 44Q: 3 clusters Score -1379215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1379220.250000 Penalty: 4645.141602
	Iteration 45Q: 3 clusters Score -1379220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1379221.250000 Penalty: 4645.141602
	Iteration 46Q: 3 clusters Score -1379221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1379219.875000 Penalty: 4645.141602
	Iteration 47Q: 3 clusters Score -1379220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1379222.125000 Penalty: 4645.141602
	Iteration 48Q: 3 clusters Score -1379222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1379223.875000 Penalty: 4645.141602
	Iteration 49Q: 3 clusters Score -1379224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1379226.000000 Penalty: 4645.141602
	Iteration 50Q: 3 clusters Score -1379226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1379226.500000 Penalty: 4645.141602
	Iteration 51Q: 3 clusters Score -1379226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1379225.375000 Penalty: 4645.141602
	Iteration 52Q: 3 clusters Score -1379225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1379229.375000 Penalty: 4645.141602
	Iteration 53Q: 3 clusters Score -1379229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1379229.625000 Penalty: 4645.141602
	Iteration 54Q: 3 clusters Score -1379230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1379230.750000 Penalty: 4645.141602
	Iteration 55Q: 3 clusters Score -1379231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1379228.750000 Penalty: 4645.141602
	Iteration 56Q: 3 clusters Score -1379229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1379228.375000 Penalty: 4645.141602
	Iteration 57Q: 3 clusters Score -1379228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1379230.875000 Penalty: 4645.141602
	Iteration 58Q: 3 clusters Score -1379231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1379231.500000 Penalty: 4645.141602
	Iteration 59Q: 3 clusters Score -1379232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1379233.000000 Penalty: 4645.141602
	Iteration 60F: 3 clusters Score -1379233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1379239.250000 Penalty: 4645.141602
	Iteration 61Q: 3 clusters Score -1379239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1379238.500000 Penalty: 4645.141602
	Iteration 62Q: 3 clusters Score -1379238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1379240.750000 Penalty: 4645.141602
	Iteration 63Q: 3 clusters Score -1379241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1379239.250000 Penalty: 4645.141602
	Iteration 64Q: 3 clusters Score -1379239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1379243.625000 Penalty: 4645.141602
	Iteration 65Q: 3 clusters Score -1379244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1379242.625000 Penalty: 4645.141602
	Iteration 66Q: 3 clusters Score -1379243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1379243.375000 Penalty: 4645.141602
	Iteration 67Q: 3 clusters Score -1379243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1379242.500000 Penalty: 4645.141602
	Iteration 68Q: 3 clusters Score -1379242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1379242.625000 Penalty: 4645.141602
	Iteration 69Q: 3 clusters Score -1379243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1379241.875000 Penalty: 4645.141602
	Iteration 70Q: 3 clusters Score -1379242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1379240.250000 Penalty: 4645.141602
	Iteration 71Q: 3 clusters Score -1379240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1379244.625000 Penalty: 4645.141602
	Iteration 72Q: 3 clusters Score -1379245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1379248.500000 Penalty: 4645.141602
	Iteration 73Q: 3 clusters Score -1379248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1379246.500000 Penalty: 4645.141602
	Iteration 74Q: 3 clusters Score -1379246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1379246.750000 Penalty: 4645.141602
	Iteration 75Q: 3 clusters Score -1379247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1379246.750000 Penalty: 4645.141602
	Iteration 76F: 3 clusters Score -1379247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Entering Unmasked Estep 
Score: -492040.875000 Penalty: 2056.489990
	Iteration 0F: 2 clusters Score -492040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -488180.468750 Penalty: 4112.979980
	Iteration 0F: 3 clusters Score -488180.5 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -488996.781250 Penalty: 4112.979980
	Iteration 1F: 3 clusters Score -488996.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -489220.593750 Penalty: 4112.979980
	Iteration 2F: 3 clusters Score -489220.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -489385.812500 Penalty: 4112.979980
	Iteration 3F: 3 clusters Score -489385.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -489512.781250 Penalty: 4112.979980
	Iteration 4Q: 3 clusters Score -489512.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -489617.906250 Penalty: 4112.979980
	Iteration 5Q: 3 clusters Score -489617.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -489691.062500 Penalty: 4112.979980
	Iteration 6Q: 3 clusters Score -489691.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -489753.687500 Penalty: 4112.979980
	Iteration 7Q: 3 clusters Score -489753.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -489804.031250 Penalty: 4112.979980
	Iteration 8Q: 3 clusters Score -489804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -489839.500000 Penalty: 4112.979980
	Iteration 9Q: 3 clusters Score -489839.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -489870.031250 Penalty: 4112.979980
	Iteration 10Q: 3 clusters Score -489870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -489896.000000 Penalty: 4112.979980
	Iteration 11Q: 3 clusters Score -489896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -489918.875000 Penalty: 4112.979980
	Iteration 12Q: 3 clusters Score -489918.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -489952.093750 Penalty: 4112.979980
	Iteration 13Q: 3 clusters Score -489952.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -489978.218750 Penalty: 4112.979980
	Iteration 14Q: 3 clusters Score -489978.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -490003.375000 Penalty: 4112.979980
	Iteration 15Q: 3 clusters Score -490003.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -490024.218750 Penalty: 4112.979980
	Iteration 16Q: 3 clusters Score -490024.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -490043.187500 Penalty: 4112.979980
	Iteration 17Q: 3 clusters Score -490043.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -490059.687500 Penalty: 4112.979980
	Iteration 18Q: 3 clusters Score -490059.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -490068.437500 Penalty: 4112.979980
	Iteration 19Q: 3 clusters Score -490068.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -490076.562500 Penalty: 4112.979980
	Iteration 20F: 3 clusters Score -490076.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -490084.250000 Penalty: 4112.979980
	Iteration 21Q: 3 clusters Score -490084.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -490087.156250 Penalty: 4112.979980
	Iteration 22Q: 3 clusters Score -490087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -490089.875000 Penalty: 4112.979980
	Iteration 23Q: 3 clusters Score -490089.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -490094.687500 Penalty: 4112.979980
	Iteration 24Q: 3 clusters Score -490094.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -490097.937500 Penalty: 4112.979980
	Iteration 25Q: 3 clusters Score -490097.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -490100.625000 Penalty: 4112.979980
	Iteration 26Q: 3 clusters Score -490100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -490103.250000 Penalty: 4112.979980
	Iteration 27Q: 3 clusters Score -490103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -490105.281250 Penalty: 4112.979980
	Iteration 28Q: 3 clusters Score -490105.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -490106.781250 Penalty: 4112.979980
	Iteration 29Q: 3 clusters Score -490106.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -490109.218750 Penalty: 4112.979980
	Iteration 30Q: 3 clusters Score -490109.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -490112.156250 Penalty: 4112.979980
	Iteration 31Q: 3 clusters Score -490112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -490115.312500 Penalty: 4112.979980
	Iteration 32Q: 3 clusters Score -490115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -490119.718750 Penalty: 4112.979980
	Iteration 33Q: 3 clusters Score -490119.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -490122.468750 Penalty: 4112.979980
	Iteration 34Q: 3 clusters Score -490122.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -490126.187500 Penalty: 4112.979980
	Iteration 35Q: 3 clusters Score -490126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -490130.093750 Penalty: 4112.979980
	Iteration 36Q: 3 clusters Score -490130.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -490135.062500 Penalty: 4112.979980
	Iteration 37Q: 3 clusters Score -490135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -490138.656250 Penalty: 4112.979980
	Iteration 38Q: 3 clusters Score -490138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -490142.562500 Penalty: 4112.979980
	Iteration 39Q: 3 clusters Score -490142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -490143.718750 Penalty: 4112.979980
	Iteration 40F: 3 clusters Score -490143.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -490147.593750 Penalty: 4112.979980
	Iteration 41Q: 3 clusters Score -490147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -490151.156250 Penalty: 4112.979980
	Iteration 42Q: 3 clusters Score -490151.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -490155.937500 Penalty: 4112.979980
	Iteration 43Q: 3 clusters Score -490155.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -490161.156250 Penalty: 4112.979980
	Iteration 44Q: 3 clusters Score -490161.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -490167.031250 Penalty: 4112.979980
	Iteration 45Q: 3 clusters Score -490167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -490173.781250 Penalty: 4112.979980
	Iteration 46Q: 3 clusters Score -490173.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -490183.031250 Penalty: 4112.979980
	Iteration 47Q: 3 clusters Score -490183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -490187.531250 Penalty: 4112.979980
	Iteration 48Q: 3 clusters Score -490187.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -490190.718750 Penalty: 4112.979980
	Iteration 49Q: 3 clusters Score -490190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -490193.031250 Penalty: 4112.979980
	Iteration 50Q: 3 clusters Score -490193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -490199.093750 Penalty: 4112.979980
	Iteration 51Q: 3 clusters Score -490199.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -490204.812500 Penalty: 4112.979980
	Iteration 52Q: 3 clusters Score -490204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -490211.156250 Penalty: 4112.979980
	Iteration 53Q: 3 clusters Score -490211.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -490217.093750 Penalty: 4112.979980
	Iteration 54Q: 3 clusters Score -490217.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -490220.625000 Penalty: 4112.979980
	Iteration 55Q: 3 clusters Score -490220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -490229.562500 Penalty: 4112.979980
	Iteration 56Q: 3 clusters Score -490229.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -490240.562500 Penalty: 4112.979980
	Iteration 57Q: 3 clusters Score -490240.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -490249.406250 Penalty: 4112.979980
	Iteration 58Q: 3 clusters Score -490249.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -490257.937500 Penalty: 4112.979980
	Iteration 59Q: 3 clusters Score -490257.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -490266.031250 Penalty: 4112.979980
	Iteration 60F: 3 clusters Score -490266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -490273.843750 Penalty: 4112.979980
	Iteration 61Q: 3 clusters Score -490273.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -490281.750000 Penalty: 4112.979980
	Iteration 62Q: 3 clusters Score -490281.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -490288.437500 Penalty: 4112.979980
	Iteration 63Q: 3 clusters Score -490288.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -490300.437500 Penalty: 4112.979980
	Iteration 64Q: 3 clusters Score -490300.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -490318.562500 Penalty: 4112.979980
	Iteration 65Q: 3 clusters Score -490318.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -490339.250000 Penalty: 4112.979980
	Iteration 66Q: 3 clusters Score -490339.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -490370.687500 Penalty: 4112.979980
	Iteration 67Q: 3 clusters Score -490370.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -490402.656250 Penalty: 4112.979980
	Iteration 68Q: 3 clusters Score -490402.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -490439.687500 Penalty: 4112.979980
	Iteration 69Q: 3 clusters Score -490439.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -490475.875000 Penalty: 4112.979980
	Iteration 70Q: 3 clusters Score -490475.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -490508.406250 Penalty: 4112.979980
	Iteration 71Q: 3 clusters Score -490508.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -490540.250000 Penalty: 4112.979980
	Iteration 72Q: 3 clusters Score -490540.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -490570.250000 Penalty: 4112.979980
	Iteration 73Q: 3 clusters Score -490570.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -490593.750000 Penalty: 4112.979980
	Iteration 74Q: 3 clusters Score -490593.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -490622.437500 Penalty: 4112.979980
	Iteration 75Q: 3 clusters Score -490622.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -490654.656250 Penalty: 4112.979980
	Iteration 76Q: 3 clusters Score -490654.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -490700.312500 Penalty: 4112.979980
	Iteration 77Q: 3 clusters Score -490700.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -490762.500000 Penalty: 4112.979980
	Iteration 78Q: 3 clusters Score -490762.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -490814.437500 Penalty: 4112.979980
	Iteration 79Q: 3 clusters Score -490814.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -490881.968750 Penalty: 4112.979980
	Iteration 80F: 3 clusters Score -490882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -490943.937500 Penalty: 4112.979980
	Iteration 81Q: 3 clusters Score -490943.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -491038.031250 Penalty: 4112.979980
	Iteration 82Q: 3 clusters Score -491038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -491121.593750 Penalty: 4112.979980
	Iteration 83Q: 3 clusters Score -491121.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -491159.500000 Penalty: 4112.979980
	Iteration 84Q: 3 clusters Score -491159.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -491184.062500 Penalty: 4112.979980
	Iteration 85Q: 3 clusters Score -491184.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -491196.687500 Penalty: 4112.979980
	Iteration 86Q: 3 clusters Score -491196.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -491202.125000 Penalty: 4112.979980
	Iteration 87Q: 3 clusters Score -491202.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -491204.000000 Penalty: 4112.979980
	Iteration 88Q: 3 clusters Score -491204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -491206.187500 Penalty: 4112.979980
	Iteration 89Q: 3 clusters Score -491206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -491208.031250 Penalty: 4112.979980
	Iteration 90Q: 3 clusters Score -491208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -491208.562500 Penalty: 4112.979980
	Iteration 91Q: 3 clusters Score -491208.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -491208.562500 Penalty: 4112.979980
	Iteration 92F: 3 clusters Score -491208.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Entering Unmasked Estep 
Score: -3227193.000000 Penalty: 2516.626709
	Iteration 0F: 2 clusters Score -3227193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3209478.500000 Penalty: 5033.253418
	Iteration 0F: 3 clusters Score -3209478 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3215671.500000 Penalty: 5033.253418
	Iteration 1F: 3 clusters Score -3215672 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3216157.500000 Penalty: 5033.253418
	Iteration 2F: 3 clusters Score -3216158 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3216585.000000 Penalty: 5033.253418
	Iteration 3Q: 3 clusters Score -3216585 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3217078.500000 Penalty: 5033.253418
	Iteration 4Q: 3 clusters Score -3217078 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3217628.000000 Penalty: 5033.253418
	Iteration 5Q: 3 clusters Score -3217628 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3218226.500000 Penalty: 5033.253418
	Iteration 6Q: 3 clusters Score -3218226 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3218939.250000 Penalty: 5033.253418
	Iteration 7F: 3 clusters Score -3218939 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3219736.500000 Penalty: 5033.253418
	Iteration 8F: 3 clusters Score -3219736 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3220490.750000 Penalty: 5033.253418
	Iteration 9F: 3 clusters Score -3220491 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3221171.250000 Penalty: 5033.253418
	Iteration 10Q: 3 clusters Score -3221171 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3221656.500000 Penalty: 5033.253418
	Iteration 11Q: 3 clusters Score -3221656 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3222071.000000 Penalty: 5033.253418
	Iteration 12Q: 3 clusters Score -3222071 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3222420.750000 Penalty: 5033.253418
	Iteration 13Q: 3 clusters Score -3222421 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3222755.000000 Penalty: 5033.253418
	Iteration 14Q: 3 clusters Score -3222755 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3223081.250000 Penalty: 5033.253418
	Iteration 15Q: 3 clusters Score -3223081 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3223433.000000 Penalty: 5033.253418
	Iteration 16Q: 3 clusters Score -3223433 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3223868.500000 Penalty: 5033.253418
	Iteration 17Q: 3 clusters Score -3223868 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3224350.500000 Penalty: 5033.253418
	Iteration 18Q: 3 clusters Score -3224350 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3224824.500000 Penalty: 5033.253418
	Iteration 19Q: 3 clusters Score -3224824 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3225103.500000 Penalty: 5033.253418
	Iteration 20F: 3 clusters Score -3225104 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3225245.750000 Penalty: 5033.253418
	Iteration 21Q: 3 clusters Score -3225246 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3225334.750000 Penalty: 5033.253418
	Iteration 22Q: 3 clusters Score -3225335 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3225413.500000 Penalty: 5033.253418
	Iteration 23Q: 3 clusters Score -3225414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3225460.500000 Penalty: 5033.253418
	Iteration 24Q: 3 clusters Score -3225460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3225484.750000 Penalty: 5033.253418
	Iteration 25Q: 3 clusters Score -3225485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3225514.000000 Penalty: 5033.253418
	Iteration 26Q: 3 clusters Score -3225514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3225527.750000 Penalty: 5033.253418
	Iteration 27Q: 3 clusters Score -3225528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3225530.750000 Penalty: 5033.253418
	Iteration 28Q: 3 clusters Score -3225531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3225545.250000 Penalty: 5033.253418
	Iteration 29Q: 3 clusters Score -3225545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3225547.250000 Penalty: 5033.253418
	Iteration 30Q: 3 clusters Score -3225547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3225554.000000 Penalty: 5033.253418
	Iteration 31Q: 3 clusters Score -3225554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3225551.750000 Penalty: 5033.253418
	Iteration 32Q: 3 clusters Score -3225552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3225551.000000 Penalty: 5033.253418
	Iteration 33Q: 3 clusters Score -3225551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3225558.250000 Penalty: 5033.253418
	Iteration 34Q: 3 clusters Score -3225558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3225564.500000 Penalty: 5033.253418
	Iteration 35Q: 3 clusters Score -3225564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3225569.000000 Penalty: 5033.253418
	Iteration 36Q: 3 clusters Score -3225569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3225569.000000 Penalty: 5033.253418
	Iteration 37Q: 3 clusters Score -3225569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3225571.500000 Penalty: 5033.253418
	Iteration 38Q: 3 clusters Score -3225572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3225571.250000 Penalty: 5033.253418
	Iteration 39Q: 3 clusters Score -3225571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3225573.500000 Penalty: 5033.253418
	Iteration 40F: 3 clusters Score -3225574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3225575.250000 Penalty: 5033.253418
	Iteration 41Q: 3 clusters Score -3225575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3225574.250000 Penalty: 5033.253418
	Iteration 42Q: 3 clusters Score -3225574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3225576.000000 Penalty: 5033.253418
	Iteration 43Q: 3 clusters Score -3225576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3225577.750000 Penalty: 5033.253418
	Iteration 44Q: 3 clusters Score -3225578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3225577.000000 Penalty: 5033.253418
	Iteration 45Q: 3 clusters Score -3225577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3225576.250000 Penalty: 5033.253418
	Iteration 46Q: 3 clusters Score -3225576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3225578.500000 Penalty: 5033.253418
	Iteration 47Q: 3 clusters Score -3225578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3225578.500000 Penalty: 5033.253418
	Iteration 48F: 3 clusters Score -3225578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -236088.515625 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -236088.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233461.156250 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -233461.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -234059.171875 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -234059.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -234297.500000 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -234297.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -234492.671875 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -234492.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -234708.328125 Penalty: 3777.187988
	Iteration 4F: 3 clusters Score -234708.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -234954.453125 Penalty: 3777.187988
	Iteration 5F: 3 clusters Score -234954.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -235189.140625 Penalty: 3777.187988
	Iteration 6F: 3 clusters Score -235189.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -235343.328125 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -235343.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -235433.078125 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -235433.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -235467.234375 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -235467.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -235492.343750 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -235492.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -235505.390625 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -235505.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -235518.203125 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -235518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -235525.593750 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -235525.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -235531.843750 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -235531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -235535.734375 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -235535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -235536.703125 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -235536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -235540.968750 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -235541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -235546.281250 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -235546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -235548.609375 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -235548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -235550.093750 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -235550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -235551.609375 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -235551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -235551.875000 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -235551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -235553.359375 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -235553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -235554.265625 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -235554.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -235554.859375 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -235554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -235555.109375 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -235555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -235555.640625 Penalty: 3777.187988
	Iteration 27Q: 3 clusters Score -235555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -235555.640625 Penalty: 3777.187988
	Iteration 28F: 3 clusters Score -235555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Entering Unmasked Estep 
Score: -1227065.000000 Penalty: 2271.887207
	Iteration 0F: 2 clusters Score -1227065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1219719.125000 Penalty: 4543.774414
	Iteration 0F: 3 clusters Score -1219719 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1221776.000000 Penalty: 4543.774414
	Iteration 1F: 3 clusters Score -1221776 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1222107.500000 Penalty: 4543.774414
	Iteration 2F: 3 clusters Score -1222108 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1222400.625000 Penalty: 4543.774414
	Iteration 3F: 3 clusters Score -1222401 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1222665.625000 Penalty: 4543.774414
	Iteration 4F: 3 clusters Score -1222666 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1222974.750000 Penalty: 4543.774414
	Iteration 5Q: 3 clusters Score -1222975 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1223292.875000 Penalty: 4543.774414
	Iteration 6F: 3 clusters Score -1223293 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1223561.125000 Penalty: 4543.774414
	Iteration 7F: 3 clusters Score -1223561 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1223807.750000 Penalty: 4543.774414
	Iteration 8Q: 3 clusters Score -1223808 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1224031.125000 Penalty: 4543.774414
	Iteration 9Q: 3 clusters Score -1224031 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1224228.500000 Penalty: 4543.774414
	Iteration 10Q: 3 clusters Score -1224228 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1224397.500000 Penalty: 4543.774414
	Iteration 11Q: 3 clusters Score -1224398 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1224539.750000 Penalty: 4543.774414
	Iteration 12Q: 3 clusters Score -1224540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1224629.000000 Penalty: 4543.774414
	Iteration 13Q: 3 clusters Score -1224629 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1224706.500000 Penalty: 4543.774414
	Iteration 14Q: 3 clusters Score -1224706 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1224787.375000 Penalty: 4543.774414
	Iteration 15Q: 3 clusters Score -1224787 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1224871.125000 Penalty: 4543.774414
	Iteration 16Q: 3 clusters Score -1224871 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1224943.250000 Penalty: 4543.774414
	Iteration 17Q: 3 clusters Score -1224943 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1225011.250000 Penalty: 4543.774414
	Iteration 18Q: 3 clusters Score -1225011 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1225063.750000 Penalty: 4543.774414
	Iteration 19Q: 3 clusters Score -1225064 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1225127.375000 Penalty: 4543.774414
	Iteration 20F: 3 clusters Score -1225127 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1225202.875000 Penalty: 4543.774414
	Iteration 21Q: 3 clusters Score -1225203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1225268.625000 Penalty: 4543.774414
	Iteration 22Q: 3 clusters Score -1225269 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1225325.125000 Penalty: 4543.774414
	Iteration 23Q: 3 clusters Score -1225325 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1225386.375000 Penalty: 4543.774414
	Iteration 24Q: 3 clusters Score -1225386 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1225433.875000 Penalty: 4543.774414
	Iteration 25Q: 3 clusters Score -1225434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1225464.750000 Penalty: 4543.774414
	Iteration 26Q: 3 clusters Score -1225465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1225493.500000 Penalty: 4543.774414
	Iteration 27Q: 3 clusters Score -1225494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1225514.750000 Penalty: 4543.774414
	Iteration 28Q: 3 clusters Score -1225515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1225543.500000 Penalty: 4543.774414
	Iteration 29Q: 3 clusters Score -1225544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1225556.875000 Penalty: 4543.774414
	Iteration 30Q: 3 clusters Score -1225557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1225563.500000 Penalty: 4543.774414
	Iteration 31Q: 3 clusters Score -1225564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1225574.000000 Penalty: 4543.774414
	Iteration 32Q: 3 clusters Score -1225574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1225585.375000 Penalty: 4543.774414
	Iteration 33Q: 3 clusters Score -1225585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1225599.250000 Penalty: 4543.774414
	Iteration 34Q: 3 clusters Score -1225599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1225608.000000 Penalty: 4543.774414
	Iteration 35Q: 3 clusters Score -1225608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1225617.875000 Penalty: 4543.774414
	Iteration 36Q: 3 clusters Score -1225618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1225627.875000 Penalty: 4543.774414
	Iteration 37Q: 3 clusters Score -1225628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1225635.125000 Penalty: 4543.774414
	Iteration 38Q: 3 clusters Score -1225635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1225642.875000 Penalty: 4543.774414
	Iteration 39Q: 3 clusters Score -1225643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1225645.500000 Penalty: 4543.774414
	Iteration 40F: 3 clusters Score -1225646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1225649.750000 Penalty: 4543.774414
	Iteration 41Q: 3 clusters Score -1225650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1225649.750000 Penalty: 4543.774414
	Iteration 42Q: 3 clusters Score -1225650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1225651.125000 Penalty: 4543.774414
	Iteration 43Q: 3 clusters Score -1225651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1225651.375000 Penalty: 4543.774414
	Iteration 44Q: 3 clusters Score -1225651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1225650.375000 Penalty: 4543.774414
	Iteration 45Q: 3 clusters Score -1225650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1225653.125000 Penalty: 4543.774414
	Iteration 46Q: 3 clusters Score -1225653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1225653.250000 Penalty: 4543.774414
	Iteration 47Q: 3 clusters Score -1225653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1225653.375000 Penalty: 4543.774414
	Iteration 48Q: 3 clusters Score -1225653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1225658.625000 Penalty: 4543.774414
	Iteration 49Q: 3 clusters Score -1225659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1225658.000000 Penalty: 4543.774414
	Iteration 50Q: 3 clusters Score -1225658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1225663.250000 Penalty: 4543.774414
	Iteration 51Q: 3 clusters Score -1225663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1225662.125000 Penalty: 4543.774414
	Iteration 52Q: 3 clusters Score -1225662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1225663.625000 Penalty: 4543.774414
	Iteration 53Q: 3 clusters Score -1225664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1225665.750000 Penalty: 4543.774414
	Iteration 54Q: 3 clusters Score -1225666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1225666.250000 Penalty: 4543.774414
	Iteration 55Q: 3 clusters Score -1225666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1225669.000000 Penalty: 4543.774414
	Iteration 56Q: 3 clusters Score -1225669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1225668.625000 Penalty: 4543.774414
	Iteration 57Q: 3 clusters Score -1225669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1225669.000000 Penalty: 4543.774414
	Iteration 58Q: 3 clusters Score -1225669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1225671.000000 Penalty: 4543.774414
	Iteration 59Q: 3 clusters Score -1225671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1225674.750000 Penalty: 4543.774414
	Iteration 60F: 3 clusters Score -1225675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -41882.218750 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -41882.22 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 180 members 
Entering Unmasked Estep 
Score: -40596.480469 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -40596.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40771.691406 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -40771.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40859.562500 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -40859.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40900.585938 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -40900.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40924.699219 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -40924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40940.792969 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -40940.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40948.421875 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -40948.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40955.023438 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -40955.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40958.238281 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -40958.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40965.398438 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -40965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40976.406250 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -40976.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40979.363281 Penalty: 2904.115723
	Iteration 11Q: 3 clusters Score -40979.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40982.781250 Penalty: 2904.115723
	Iteration 12Q: 3 clusters Score -40982.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40982.781250 Penalty: 2904.115723
	Iteration 13F: 3 clusters Score -40982.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -570046.375000 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -570046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -565852.562500 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -565852.6 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -566834.062500 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -566834.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -567058.687500 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -567058.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -567200.062500 Penalty: 4167.617676
	Iteration 3F: 3 clusters Score -567200.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -567282.875000 Penalty: 4167.617676
	Iteration 4Q: 3 clusters Score -567282.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -567340.437500 Penalty: 4167.617676
	Iteration 5Q: 3 clusters Score -567340.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -567385.937500 Penalty: 4167.617676
	Iteration 6Q: 3 clusters Score -567385.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -567429.187500 Penalty: 4167.617676
	Iteration 7Q: 3 clusters Score -567429.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -567465.812500 Penalty: 4167.617676
	Iteration 8Q: 3 clusters Score -567465.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -567499.000000 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -567499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -567537.000000 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -567537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -567575.562500 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -567575.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -567617.375000 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -567617.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -567657.937500 Penalty: 4167.617676
	Iteration 13Q: 3 clusters Score -567657.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -567695.437500 Penalty: 4167.617676
	Iteration 14Q: 3 clusters Score -567695.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -567731.062500 Penalty: 4167.617676
	Iteration 15Q: 3 clusters Score -567731.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -567771.125000 Penalty: 4167.617676
	Iteration 16Q: 3 clusters Score -567771.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -567800.000000 Penalty: 4167.617676
	Iteration 17Q: 3 clusters Score -567800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -567827.687500 Penalty: 4167.617676
	Iteration 18Q: 3 clusters Score -567827.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -567849.187500 Penalty: 4167.617676
	Iteration 19Q: 3 clusters Score -567849.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -567861.500000 Penalty: 4167.617676
	Iteration 20F: 3 clusters Score -567861.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -567875.437500 Penalty: 4167.617676
	Iteration 21Q: 3 clusters Score -567875.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -567888.750000 Penalty: 4167.617676
	Iteration 22Q: 3 clusters Score -567888.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -567905.375000 Penalty: 4167.617676
	Iteration 23Q: 3 clusters Score -567905.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -567920.250000 Penalty: 4167.617676
	Iteration 24Q: 3 clusters Score -567920.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -567936.187500 Penalty: 4167.617676
	Iteration 25Q: 3 clusters Score -567936.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -567953.500000 Penalty: 4167.617676
	Iteration 26Q: 3 clusters Score -567953.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -567966.875000 Penalty: 4167.617676
	Iteration 27Q: 3 clusters Score -567966.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -567980.437500 Penalty: 4167.617676
	Iteration 28Q: 3 clusters Score -567980.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -567992.500000 Penalty: 4167.617676
	Iteration 29Q: 3 clusters Score -567992.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -568003.437500 Penalty: 4167.617676
	Iteration 30Q: 3 clusters Score -568003.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -568010.750000 Penalty: 4167.617676
	Iteration 31Q: 3 clusters Score -568010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -568020.062500 Penalty: 4167.617676
	Iteration 32Q: 3 clusters Score -568020.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -568025.250000 Penalty: 4167.617676
	Iteration 33Q: 3 clusters Score -568025.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -568032.437500 Penalty: 4167.617676
	Iteration 34Q: 3 clusters Score -568032.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -568042.437500 Penalty: 4167.617676
	Iteration 35Q: 3 clusters Score -568042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -568046.375000 Penalty: 4167.617676
	Iteration 36Q: 3 clusters Score -568046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -568051.750000 Penalty: 4167.617676
	Iteration 37Q: 3 clusters Score -568051.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -568059.312500 Penalty: 4167.617676
	Iteration 38Q: 3 clusters Score -568059.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -568066.687500 Penalty: 4167.617676
	Iteration 39Q: 3 clusters Score -568066.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -568072.562500 Penalty: 4167.617676
	Iteration 40F: 3 clusters Score -568072.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -568075.562500 Penalty: 4167.617676
	Iteration 41Q: 3 clusters Score -568075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -568078.250000 Penalty: 4167.617676
	Iteration 42Q: 3 clusters Score -568078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -568082.875000 Penalty: 4167.617676
	Iteration 43Q: 3 clusters Score -568082.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -568084.937500 Penalty: 4167.617676
	Iteration 44Q: 3 clusters Score -568084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -568090.250000 Penalty: 4167.617676
	Iteration 45Q: 3 clusters Score -568090.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -568094.125000 Penalty: 4167.617676
	Iteration 46Q: 3 clusters Score -568094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -568097.875000 Penalty: 4167.617676
	Iteration 47Q: 3 clusters Score -568097.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -568105.062500 Penalty: 4167.617676
	Iteration 48Q: 3 clusters Score -568105.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -568111.687500 Penalty: 4167.617676
	Iteration 49Q: 3 clusters Score -568111.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -568118.500000 Penalty: 4167.617676
	Iteration 50Q: 3 clusters Score -568118.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -568124.937500 Penalty: 4167.617676
	Iteration 51Q: 3 clusters Score -568124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -568132.062500 Penalty: 4167.617676
	Iteration 52Q: 3 clusters Score -568132.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -568136.312500 Penalty: 4167.617676
	Iteration 53Q: 3 clusters Score -568136.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -568141.187500 Penalty: 4167.617676
	Iteration 54Q: 3 clusters Score -568141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -568144.312500 Penalty: 4167.617676
	Iteration 55Q: 3 clusters Score -568144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -568145.312500 Penalty: 4167.617676
	Iteration 56Q: 3 clusters Score -568145.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -568149.125000 Penalty: 4167.617676
	Iteration 57Q: 3 clusters Score -568149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -568149.000000 Penalty: 4167.617676
	Iteration 58Q: 3 clusters Score -568149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -568148.812500 Penalty: 4167.617676
	Iteration 59Q: 3 clusters Score -568148.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -568148.812500 Penalty: 4167.617676
	Iteration 60F: 3 clusters Score -568148.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -369667.593750 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -369667.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -366334.937500 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -366334.9 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -367225.187500 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -367225.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -367500.437500 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -367500.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -367732.843750 Penalty: 3999.279053
	Iteration 3F: 3 clusters Score -367732.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -367989.187500 Penalty: 3999.279053
	Iteration 4F: 3 clusters Score -367989.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -368218.437500 Penalty: 3999.279053
	Iteration 5F: 3 clusters Score -368218.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -368379.906250 Penalty: 3999.279053
	Iteration 6F: 3 clusters Score -368379.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -368509.062500 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -368509.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -368610.062500 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -368610.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -368694.468750 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -368694.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -368743.906250 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -368743.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -368781.468750 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -368781.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -368830.968750 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -368831 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -368866.781250 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -368866.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -368893.750000 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -368893.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -368906.656250 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -368906.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -368924.375000 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -368924.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -368940.281250 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -368940.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -368951.812500 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -368951.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -368958.031250 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -368958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -368965.031250 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -368965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -368975.843750 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -368975.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -368980.562500 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -368980.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -368986.218750 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -368986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -368988.906250 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -368988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -368991.937500 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -368991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -368995.343750 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -368995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -368999.625000 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -368999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -369006.312500 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -369006.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -369012.281250 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -369012.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -369019.625000 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -369019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -369025.218750 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -369025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -369030.187500 Penalty: 3999.279053
	Iteration 32Q: 3 clusters Score -369030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -369030.500000 Penalty: 3999.279053
	Iteration 33Q: 3 clusters Score -369030.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -369030.500000 Penalty: 3999.279053
	Iteration 34F: 3 clusters Score -369030.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (69771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Entering Unmasked Estep 
Score: -8982694.000000 Penalty: 2765.937500
	Iteration 0F: 2 clusters Score -8982694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -8935946.000000 Penalty: 5531.875000
	Iteration 0F: 3 clusters Score -8935946 nChanged 32793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8954563.000000 Penalty: 5531.875000
	Iteration 1F: 3 clusters Score -8954563 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -8955885.000000 Penalty: 5531.875000
	Iteration 2Q: 3 clusters Score -8955885 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -8957808.000000 Penalty: 5531.875000
	Iteration 3F: 3 clusters Score -8957808 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -8960523.000000 Penalty: 5531.875000
	Iteration 4F: 3 clusters Score -8960523 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -8963767.000000 Penalty: 5531.875000
	Iteration 5F: 3 clusters Score -8963767 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -8967077.000000 Penalty: 5531.875000
	Iteration 6F: 3 clusters Score -8967077 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -8970206.000000 Penalty: 5531.875000
	Iteration 7F: 3 clusters Score -8970206 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -8973015.000000 Penalty: 5531.875000
	Iteration 8F: 3 clusters Score -8973015 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -8975550.000000 Penalty: 5531.875000
	Iteration 9Q: 3 clusters Score -8975550 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -8977525.000000 Penalty: 5531.875000
	Iteration 10Q: 3 clusters Score -8977525 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -8978721.000000 Penalty: 5531.875000
	Iteration 11Q: 3 clusters Score -8978721 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8979513.000000 Penalty: 5531.875000
	Iteration 12Q: 3 clusters Score -8979513 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8979943.000000 Penalty: 5531.875000
	Iteration 13Q: 3 clusters Score -8979943 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8980289.000000 Penalty: 5531.875000
	Iteration 14Q: 3 clusters Score -8980289 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8980496.000000 Penalty: 5531.875000
	Iteration 15Q: 3 clusters Score -8980496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8980601.000000 Penalty: 5531.875000
	Iteration 16Q: 3 clusters Score -8980601 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8980678.000000 Penalty: 5531.875000
	Iteration 17Q: 3 clusters Score -8980678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8980706.000000 Penalty: 5531.875000
	Iteration 18Q: 3 clusters Score -8980706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8980756.000000 Penalty: 5531.875000
	Iteration 19Q: 3 clusters Score -8980756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8980779.000000 Penalty: 5531.875000
	Iteration 20F: 3 clusters Score -8980779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8980781.000000 Penalty: 5531.875000
	Iteration 21Q: 3 clusters Score -8980781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8980794.000000 Penalty: 5531.875000
	Iteration 22Q: 3 clusters Score -8980794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8980811.000000 Penalty: 5531.875000
	Iteration 23Q: 3 clusters Score -8980811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8980818.000000 Penalty: 5531.875000
	Iteration 24Q: 3 clusters Score -8980818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8980806.000000 Penalty: 5531.875000
	Iteration 25Q: 3 clusters Score -8980806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8980829.000000 Penalty: 5531.875000
	Iteration 26Q: 3 clusters Score -8980829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8980846.000000 Penalty: 5531.875000
	Iteration 27Q: 3 clusters Score -8980846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8980842.000000 Penalty: 5531.875000
	Iteration 28Q: 3 clusters Score -8980842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8980841.000000 Penalty: 5531.875000
	Iteration 29Q: 3 clusters Score -8980841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8980856.000000 Penalty: 5531.875000
	Iteration 30Q: 3 clusters Score -8980856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8980858.000000 Penalty: 5531.875000
	Iteration 31Q: 3 clusters Score -8980858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8980861.000000 Penalty: 5531.875000
	Iteration 32Q: 3 clusters Score -8980861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8980861.000000 Penalty: 5531.875000
	Iteration 33Q: 3 clusters Score -8980861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8980860.000000 Penalty: 5531.875000
	Iteration 34Q: 3 clusters Score -8980860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8980864.000000 Penalty: 5531.875000
	Iteration 35Q: 3 clusters Score -8980864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8980870.000000 Penalty: 5531.875000
	Iteration 36Q: 3 clusters Score -8980870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8980863.000000 Penalty: 5531.875000
	Iteration 37Q: 3 clusters Score -8980863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8980863.000000 Penalty: 5531.875000
	Iteration 38F: 3 clusters Score -8980863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Entering Unmasked Estep 
Score: -1164022.750000 Penalty: 2268.185303
	Iteration 0F: 2 clusters Score -1164023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1156688.750000 Penalty: 4536.370605
	Iteration 0F: 3 clusters Score -1156689 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1158788.875000 Penalty: 4536.370605
	Iteration 1F: 3 clusters Score -1158789 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1159141.125000 Penalty: 4536.370605
	Iteration 2F: 3 clusters Score -1159141 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1159395.750000 Penalty: 4536.370605
	Iteration 3F: 3 clusters Score -1159396 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1159612.500000 Penalty: 4536.370605
	Iteration 4Q: 3 clusters Score -1159612 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1159801.125000 Penalty: 4536.370605
	Iteration 5Q: 3 clusters Score -1159801 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1159963.000000 Penalty: 4536.370605
	Iteration 6Q: 3 clusters Score -1159963 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1160107.750000 Penalty: 4536.370605
	Iteration 7Q: 3 clusters Score -1160108 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1160252.625000 Penalty: 4536.370605
	Iteration 8Q: 3 clusters Score -1160253 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1160394.000000 Penalty: 4536.370605
	Iteration 9Q: 3 clusters Score -1160394 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1160538.125000 Penalty: 4536.370605
	Iteration 10Q: 3 clusters Score -1160538 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1160649.000000 Penalty: 4536.370605
	Iteration 11Q: 3 clusters Score -1160649 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1160755.375000 Penalty: 4536.370605
	Iteration 12Q: 3 clusters Score -1160755 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1160832.875000 Penalty: 4536.370605
	Iteration 13Q: 3 clusters Score -1160833 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1160907.125000 Penalty: 4536.370605
	Iteration 14Q: 3 clusters Score -1160907 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1160964.500000 Penalty: 4536.370605
	Iteration 15Q: 3 clusters Score -1160964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1161018.000000 Penalty: 4536.370605
	Iteration 16Q: 3 clusters Score -1161018 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1161061.750000 Penalty: 4536.370605
	Iteration 17Q: 3 clusters Score -1161062 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1161128.375000 Penalty: 4536.370605
	Iteration 18Q: 3 clusters Score -1161128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1161188.500000 Penalty: 4536.370605
	Iteration 19Q: 3 clusters Score -1161188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1161233.250000 Penalty: 4536.370605
	Iteration 20F: 3 clusters Score -1161233 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1161286.500000 Penalty: 4536.370605
	Iteration 21Q: 3 clusters Score -1161286 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1161337.750000 Penalty: 4536.370605
	Iteration 22Q: 3 clusters Score -1161338 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1161395.500000 Penalty: 4536.370605
	Iteration 23Q: 3 clusters Score -1161396 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1161455.750000 Penalty: 4536.370605
	Iteration 24Q: 3 clusters Score -1161456 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1161517.625000 Penalty: 4536.370605
	Iteration 25Q: 3 clusters Score -1161518 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1161567.750000 Penalty: 4536.370605
	Iteration 26Q: 3 clusters Score -1161568 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1161612.875000 Penalty: 4536.370605
	Iteration 27Q: 3 clusters Score -1161613 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1161653.250000 Penalty: 4536.370605
	Iteration 28Q: 3 clusters Score -1161653 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1161683.125000 Penalty: 4536.370605
	Iteration 29Q: 3 clusters Score -1161683 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1161713.625000 Penalty: 4536.370605
	Iteration 30Q: 3 clusters Score -1161714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1161735.625000 Penalty: 4536.370605
	Iteration 31Q: 3 clusters Score -1161736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1161746.250000 Penalty: 4536.370605
	Iteration 32Q: 3 clusters Score -1161746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1161764.000000 Penalty: 4536.370605
	Iteration 33Q: 3 clusters Score -1161764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1161778.000000 Penalty: 4536.370605
	Iteration 34Q: 3 clusters Score -1161778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1161793.000000 Penalty: 4536.370605
	Iteration 35Q: 3 clusters Score -1161793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1161804.875000 Penalty: 4536.370605
	Iteration 36Q: 3 clusters Score -1161805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1161817.750000 Penalty: 4536.370605
	Iteration 37Q: 3 clusters Score -1161818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1161830.625000 Penalty: 4536.370605
	Iteration 38Q: 3 clusters Score -1161831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1161842.125000 Penalty: 4536.370605
	Iteration 39Q: 3 clusters Score -1161842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1161853.375000 Penalty: 4536.370605
	Iteration 40F: 3 clusters Score -1161853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1161866.000000 Penalty: 4536.370605
	Iteration 41Q: 3 clusters Score -1161866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1161869.250000 Penalty: 4536.370605
	Iteration 42Q: 3 clusters Score -1161869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1161874.250000 Penalty: 4536.370605
	Iteration 43Q: 3 clusters Score -1161874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1161877.875000 Penalty: 4536.370605
	Iteration 44Q: 3 clusters Score -1161878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1161882.750000 Penalty: 4536.370605
	Iteration 45Q: 3 clusters Score -1161883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1161889.125000 Penalty: 4536.370605
	Iteration 46Q: 3 clusters Score -1161889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1161893.250000 Penalty: 4536.370605
	Iteration 47Q: 3 clusters Score -1161893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1161897.500000 Penalty: 4536.370605
	Iteration 48Q: 3 clusters Score -1161898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1161901.750000 Penalty: 4536.370605
	Iteration 49Q: 3 clusters Score -1161902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1161904.375000 Penalty: 4536.370605
	Iteration 50Q: 3 clusters Score -1161904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1161908.000000 Penalty: 4536.370605
	Iteration 51Q: 3 clusters Score -1161908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1161911.375000 Penalty: 4536.370605
	Iteration 52Q: 3 clusters Score -1161911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1161915.250000 Penalty: 4536.370605
	Iteration 53Q: 3 clusters Score -1161915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1161921.250000 Penalty: 4536.370605
	Iteration 54Q: 3 clusters Score -1161921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1161925.500000 Penalty: 4536.370605
	Iteration 55Q: 3 clusters Score -1161926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1161934.375000 Penalty: 4536.370605
	Iteration 56Q: 3 clusters Score -1161934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1161939.000000 Penalty: 4536.370605
	Iteration 57Q: 3 clusters Score -1161939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1161942.125000 Penalty: 4536.370605
	Iteration 58Q: 3 clusters Score -1161942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1161943.500000 Penalty: 4536.370605
	Iteration 59Q: 3 clusters Score -1161944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1161946.500000 Penalty: 4536.370605
	Iteration 60F: 3 clusters Score -1161946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1161954.500000 Penalty: 4536.370605
	Iteration 61Q: 3 clusters Score -1161954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1161959.000000 Penalty: 4536.370605
	Iteration 62Q: 3 clusters Score -1161959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1161962.875000 Penalty: 4536.370605
	Iteration 63Q: 3 clusters Score -1161963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1161964.125000 Penalty: 4536.370605
	Iteration 64Q: 3 clusters Score -1161964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1161965.500000 Penalty: 4536.370605
	Iteration 65Q: 3 clusters Score -1161966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1161964.625000 Penalty: 4536.370605
	Iteration 66Q: 3 clusters Score -1161965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1161964.125000 Penalty: 4536.370605
	Iteration 67Q: 3 clusters Score -1161964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1161966.375000 Penalty: 4536.370605
	Iteration 68Q: 3 clusters Score -1161966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1161965.125000 Penalty: 4536.370605
	Iteration 69Q: 3 clusters Score -1161965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1161966.625000 Penalty: 4536.370605
	Iteration 70Q: 3 clusters Score -1161967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1161966.500000 Penalty: 4536.370605
	Iteration 71Q: 3 clusters Score -1161966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1161966.875000 Penalty: 4536.370605
	Iteration 72Q: 3 clusters Score -1161967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1161969.125000 Penalty: 4536.370605
	Iteration 73Q: 3 clusters Score -1161969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1161970.125000 Penalty: 4536.370605
	Iteration 74Q: 3 clusters Score -1161970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1161971.750000 Penalty: 4536.370605
	Iteration 75Q: 3 clusters Score -1161972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1161975.250000 Penalty: 4536.370605
	Iteration 76Q: 3 clusters Score -1161975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1161975.500000 Penalty: 4536.370605
	Iteration 77Q: 3 clusters Score -1161976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1161978.500000 Penalty: 4536.370605
	Iteration 78Q: 3 clusters Score -1161978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1161980.500000 Penalty: 4536.370605
	Iteration 79Q: 3 clusters Score -1161980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1161979.125000 Penalty: 4536.370605
	Iteration 80F: 3 clusters Score -1161979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1161981.500000 Penalty: 4536.370605
	Iteration 81Q: 3 clusters Score -1161982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1161980.250000 Penalty: 4536.370605
	Iteration 82Q: 3 clusters Score -1161980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1161982.250000 Penalty: 4536.370605
	Iteration 83Q: 3 clusters Score -1161982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1161984.125000 Penalty: 4536.370605
	Iteration 84Q: 3 clusters Score -1161984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1161984.125000 Penalty: 4536.370605
	Iteration 85F: 3 clusters Score -1161984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Entering Unmasked Estep 
Score: -716001.500000 Penalty: 2155.570801
	Iteration 0F: 2 clusters Score -716001.5 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 3009 members 
Entering Unmasked Estep 
Score: -710957.000000 Penalty: 4311.141602
	Iteration 0F: 3 clusters Score -710957 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -712462.125000 Penalty: 4311.141602
	Iteration 1F: 3 clusters Score -712462.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -713019.937500 Penalty: 4311.141602
	Iteration 2F: 3 clusters Score -713019.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -713638.687500 Penalty: 4311.141602
	Iteration 3F: 3 clusters Score -713638.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -714361.625000 Penalty: 4311.141602
	Iteration 4F: 3 clusters Score -714361.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -714907.562500 Penalty: 4311.141602
	Iteration 5F: 3 clusters Score -714907.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -715172.562500 Penalty: 4311.141602
	Iteration 6F: 3 clusters Score -715172.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -715279.750000 Penalty: 4311.141602
	Iteration 7Q: 3 clusters Score -715279.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -715322.000000 Penalty: 4311.141602
	Iteration 8Q: 3 clusters Score -715322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -715340.625000 Penalty: 4311.141602
	Iteration 9Q: 3 clusters Score -715340.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -715359.062500 Penalty: 4311.141602
	Iteration 10Q: 3 clusters Score -715359.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -715367.125000 Penalty: 4311.141602
	Iteration 11Q: 3 clusters Score -715367.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -715370.062500 Penalty: 4311.141602
	Iteration 12Q: 3 clusters Score -715370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -715373.187500 Penalty: 4311.141602
	Iteration 13Q: 3 clusters Score -715373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -715374.375000 Penalty: 4311.141602
	Iteration 14Q: 3 clusters Score -715374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -715374.687500 Penalty: 4311.141602
	Iteration 15Q: 3 clusters Score -715374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -715375.562500 Penalty: 4311.141602
	Iteration 16Q: 3 clusters Score -715375.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -715375.562500 Penalty: 4311.141602
	Iteration 17F: 3 clusters Score -715375.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -274189.468750 Penalty: 1898.184326
	Iteration 0F: 2 clusters Score -274189.5 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 1097 members 
Entering Unmasked Estep 
Score: -271550.031250 Penalty: 3796.368652
	Iteration 0F: 3 clusters Score -271550 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -272027.187500 Penalty: 3796.368652
	Iteration 1F: 3 clusters Score -272027.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -272122.875000 Penalty: 3796.368652
	Iteration 2F: 3 clusters Score -272122.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -272184.000000 Penalty: 3796.368652
	Iteration 3Q: 3 clusters Score -272184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -272224.093750 Penalty: 3796.368652
	Iteration 4Q: 3 clusters Score -272224.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -272251.656250 Penalty: 3796.368652
	Iteration 5Q: 3 clusters Score -272251.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -272270.843750 Penalty: 3796.368652
	Iteration 6Q: 3 clusters Score -272270.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -272289.125000 Penalty: 3796.368652
	Iteration 7Q: 3 clusters Score -272289.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -272299.937500 Penalty: 3796.368652
	Iteration 8Q: 3 clusters Score -272299.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -272308.750000 Penalty: 3796.368652
	Iteration 9Q: 3 clusters Score -272308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -272314.375000 Penalty: 3796.368652
	Iteration 10Q: 3 clusters Score -272314.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -272320.906250 Penalty: 3796.368652
	Iteration 11Q: 3 clusters Score -272320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -272323.843750 Penalty: 3796.368652
	Iteration 12Q: 3 clusters Score -272323.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -272327.625000 Penalty: 3796.368652
	Iteration 13Q: 3 clusters Score -272327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -272331.093750 Penalty: 3796.368652
	Iteration 14Q: 3 clusters Score -272331.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -272333.093750 Penalty: 3796.368652
	Iteration 15Q: 3 clusters Score -272333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -272334.968750 Penalty: 3796.368652
	Iteration 16Q: 3 clusters Score -272335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -272338.343750 Penalty: 3796.368652
	Iteration 17Q: 3 clusters Score -272338.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -272341.968750 Penalty: 3796.368652
	Iteration 18Q: 3 clusters Score -272342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -272343.937500 Penalty: 3796.368652
	Iteration 19Q: 3 clusters Score -272343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -272346.093750 Penalty: 3796.368652
	Iteration 20F: 3 clusters Score -272346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -272348.187500 Penalty: 3796.368652
	Iteration 21Q: 3 clusters Score -272348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -272351.906250 Penalty: 3796.368652
	Iteration 22Q: 3 clusters Score -272351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -272354.781250 Penalty: 3796.368652
	Iteration 23Q: 3 clusters Score -272354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -272356.781250 Penalty: 3796.368652
	Iteration 24Q: 3 clusters Score -272356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -272357.375000 Penalty: 3796.368652
	Iteration 25Q: 3 clusters Score -272357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -272357.781250 Penalty: 3796.368652
	Iteration 26Q: 3 clusters Score -272357.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -272357.781250 Penalty: 3796.368652
	Iteration 27F: 3 clusters Score -272357.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -108816.789062 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -108816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107054.359375 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -107054.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107533.757812 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -107533.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -107832.632812 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -107832.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -108152.750000 Penalty: 3386.503906
	Iteration 3F: 3 clusters Score -108152.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -108763.632812 Penalty: 3386.503906
	Iteration 4F: 3 clusters Score -108763.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -109203.007812 Penalty: 3386.503906
	Iteration 5F: 3 clusters Score -109203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -109285.296875 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -109285.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109354.898438 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -109354.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -109380.523438 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -109380.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109391.992188 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -109392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109401.382812 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -109401.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109420.703125 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -109420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -109435.015625 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -109435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -109452.265625 Penalty: 3386.503906
	Iteration 13Q: 3 clusters Score -109452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -109471.726562 Penalty: 3386.503906
	Iteration 14Q: 3 clusters Score -109471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -109494.140625 Penalty: 3386.503906
	Iteration 15Q: 3 clusters Score -109494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -109515.492188 Penalty: 3386.503906
	Iteration 16Q: 3 clusters Score -109515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -109523.523438 Penalty: 3386.503906
	Iteration 17Q: 3 clusters Score -109523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -109529.882812 Penalty: 3386.503906
	Iteration 18F: 3 clusters Score -109529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -109534.671875 Penalty: 3386.503906
	Iteration 19Q: 3 clusters Score -109534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -109536.000000 Penalty: 3386.503906
	Iteration 20F: 3 clusters Score -109536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 54787 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 102909 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 11675 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25532 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3175 members 
Mstep: Class 15 contains 69771 members 
Mstep: Class 16 contains 9376 members 
Mstep: Class 17 contains 5954 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 685 members 
Mstep: Class 20 contains 54053 members 
Mstep: Class 21 contains 4785 members 
Mstep: Class 22 contains 154374 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 28837 members 
Mstep: Class 25 contains 30918 members 
Mstep: Class 26 contains 774 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16680 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 238 members 
Entering Unmasked Estep 
Score: -77996584.000000 Penalty: 102638.695312
Splitting cluster 19 changes total score from -77997280.000000 to -77996584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (54053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Entering Unmasked Estep 
Score: -6932763.500000 Penalty: 2702.634766
	Iteration 0F: 2 clusters Score -6932764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -6896553.500000 Penalty: 5405.269531
	Iteration 0F: 3 clusters Score -6896554 nChanged 24932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -6910217.500000 Penalty: 5405.269531
	Iteration 1F: 3 clusters Score -6910218 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -6910828.500000 Penalty: 5405.269531
	Iteration 2Q: 3 clusters Score -6910828 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -6911534.500000 Penalty: 5405.269531
	Iteration 3Q: 3 clusters Score -6911534 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -6912353.500000 Penalty: 5405.269531
	Iteration 4Q: 3 clusters Score -6912354 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -6913368.000000 Penalty: 5405.269531
	Iteration 5Q: 3 clusters Score -6913368 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -6914777.500000 Penalty: 5405.269531
	Iteration 6F: 3 clusters Score -6914778 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -6916642.000000 Penalty: 5405.269531
	Iteration 7F: 3 clusters Score -6916642 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -6918816.500000 Penalty: 5405.269531
	Iteration 8F: 3 clusters Score -6918816 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -6921036.000000 Penalty: 5405.269531
	Iteration 9F: 3 clusters Score -6921036 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -6922989.000000 Penalty: 5405.269531
	Iteration 10F: 3 clusters Score -6922989 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -6924574.000000 Penalty: 5405.269531
	Iteration 11Q: 3 clusters Score -6924574 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -6925779.500000 Penalty: 5405.269531
	Iteration 12Q: 3 clusters Score -6925780 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -6926745.000000 Penalty: 5405.269531
	Iteration 13Q: 3 clusters Score -6926745 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -6927549.000000 Penalty: 5405.269531
	Iteration 14Q: 3 clusters Score -6927549 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -6928206.500000 Penalty: 5405.269531
	Iteration 15Q: 3 clusters Score -6928206 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -6928705.000000 Penalty: 5405.269531
	Iteration 16Q: 3 clusters Score -6928705 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -6929118.000000 Penalty: 5405.269531
	Iteration 17Q: 3 clusters Score -6929118 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6929506.500000 Penalty: 5405.269531
	Iteration 18Q: 3 clusters Score -6929506 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6929803.500000 Penalty: 5405.269531
	Iteration 19Q: 3 clusters Score -6929804 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6929998.000000 Penalty: 5405.269531
	Iteration 20F: 3 clusters Score -6929998 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6930092.500000 Penalty: 5405.269531
	Iteration 21Q: 3 clusters Score -6930092 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6930190.500000 Penalty: 5405.269531
	Iteration 22Q: 3 clusters Score -6930190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6930254.000000 Penalty: 5405.269531
	Iteration 23Q: 3 clusters Score -6930254 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6930297.500000 Penalty: 5405.269531
	Iteration 24Q: 3 clusters Score -6930298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6930327.000000 Penalty: 5405.269531
	Iteration 25Q: 3 clusters Score -6930327 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6930364.500000 Penalty: 5405.269531
	Iteration 26Q: 3 clusters Score -6930364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6930396.000000 Penalty: 5405.269531
	Iteration 27Q: 3 clusters Score -6930396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6930424.500000 Penalty: 5405.269531
	Iteration 28Q: 3 clusters Score -6930424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6930442.000000 Penalty: 5405.269531
	Iteration 29Q: 3 clusters Score -6930442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6930457.500000 Penalty: 5405.269531
	Iteration 30Q: 3 clusters Score -6930458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6930471.500000 Penalty: 5405.269531
	Iteration 31Q: 3 clusters Score -6930472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6930485.000000 Penalty: 5405.269531
	Iteration 32Q: 3 clusters Score -6930485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6930498.500000 Penalty: 5405.269531
	Iteration 33Q: 3 clusters Score -6930498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6930505.000000 Penalty: 5405.269531
	Iteration 34Q: 3 clusters Score -6930505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6930508.500000 Penalty: 5405.269531
	Iteration 35Q: 3 clusters Score -6930508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6930503.000000 Penalty: 5405.269531
	Iteration 36Q: 3 clusters Score -6930503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6930503.500000 Penalty: 5405.269531
	Iteration 37Q: 3 clusters Score -6930504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6930507.000000 Penalty: 5405.269531
	Iteration 38Q: 3 clusters Score -6930507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6930518.500000 Penalty: 5405.269531
	Iteration 39Q: 3 clusters Score -6930518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6930521.500000 Penalty: 5405.269531
	Iteration 40F: 3 clusters Score -6930522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6930520.500000 Penalty: 5405.269531
	Iteration 41Q: 3 clusters Score -6930520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6930527.000000 Penalty: 5405.269531
	Iteration 42Q: 3 clusters Score -6930527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6930535.500000 Penalty: 5405.269531
	Iteration 43Q: 3 clusters Score -6930536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6930543.000000 Penalty: 5405.269531
	Iteration 44Q: 3 clusters Score -6930543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6930543.500000 Penalty: 5405.269531
	Iteration 45Q: 3 clusters Score -6930544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6930544.000000 Penalty: 5405.269531
	Iteration 46Q: 3 clusters Score -6930544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6930553.000000 Penalty: 5405.269531
	Iteration 47Q: 3 clusters Score -6930553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6930557.000000 Penalty: 5405.269531
	Iteration 48Q: 3 clusters Score -6930557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6930565.500000 Penalty: 5405.269531
	Iteration 49Q: 3 clusters Score -6930566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6930569.000000 Penalty: 5405.269531
	Iteration 50Q: 3 clusters Score -6930569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6930567.000000 Penalty: 5405.269531
	Iteration 51Q: 3 clusters Score -6930567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6930565.500000 Penalty: 5405.269531
	Iteration 52Q: 3 clusters Score -6930566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6930562.500000 Penalty: 5405.269531
	Iteration 53Q: 3 clusters Score -6930562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6930559.500000 Penalty: 5405.269531
	Iteration 54Q: 3 clusters Score -6930560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6930568.000000 Penalty: 5405.269531
	Iteration 55Q: 3 clusters Score -6930568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6930563.500000 Penalty: 5405.269531
	Iteration 56Q: 3 clusters Score -6930564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6930569.000000 Penalty: 5405.269531
	Iteration 57Q: 3 clusters Score -6930569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6930567.500000 Penalty: 5405.269531
	Iteration 58Q: 3 clusters Score -6930568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6930564.000000 Penalty: 5405.269531
	Iteration 59Q: 3 clusters Score -6930564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6930561.000000 Penalty: 5405.269531
	Iteration 60F: 3 clusters Score -6930561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6930566.000000 Penalty: 5405.269531
	Iteration 61Q: 3 clusters Score -6930566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6930569.500000 Penalty: 5405.269531
	Iteration 62Q: 3 clusters Score -6930570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6930561.500000 Penalty: 5405.269531
	Iteration 63Q: 3 clusters Score -6930562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6930563.500000 Penalty: 5405.269531
	Iteration 64Q: 3 clusters Score -6930564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6930563.500000 Penalty: 5405.269531
	Iteration 65F: 3 clusters Score -6930564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -567202.937500 Penalty: 2101.363770
	Iteration 0F: 2 clusters Score -567202.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -562796.000000 Penalty: 4202.727539
	Iteration 0F: 3 clusters Score -562796 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -564008.500000 Penalty: 4202.727539
	Iteration 1F: 3 clusters Score -564008.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -564429.812500 Penalty: 4202.727539
	Iteration 2F: 3 clusters Score -564429.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -564805.000000 Penalty: 4202.727539
	Iteration 3F: 3 clusters Score -564805 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -565111.062500 Penalty: 4202.727539
	Iteration 4F: 3 clusters Score -565111.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -565387.250000 Penalty: 4202.727539
	Iteration 5F: 3 clusters Score -565387.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -565596.625000 Penalty: 4202.727539
	Iteration 6Q: 3 clusters Score -565596.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -565857.500000 Penalty: 4202.727539
	Iteration 7Q: 3 clusters Score -565857.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -566119.625000 Penalty: 4202.727539
	Iteration 8Q: 3 clusters Score -566119.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -566334.687500 Penalty: 4202.727539
	Iteration 9Q: 3 clusters Score -566334.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -566506.937500 Penalty: 4202.727539
	Iteration 10Q: 3 clusters Score -566506.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -566582.187500 Penalty: 4202.727539
	Iteration 11Q: 3 clusters Score -566582.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -566615.625000 Penalty: 4202.727539
	Iteration 12Q: 3 clusters Score -566615.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -566633.000000 Penalty: 4202.727539
	Iteration 13Q: 3 clusters Score -566633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -566644.062500 Penalty: 4202.727539
	Iteration 14Q: 3 clusters Score -566644.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -566650.750000 Penalty: 4202.727539
	Iteration 15Q: 3 clusters Score -566650.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -566656.312500 Penalty: 4202.727539
	Iteration 16Q: 3 clusters Score -566656.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -566662.062500 Penalty: 4202.727539
	Iteration 17Q: 3 clusters Score -566662.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -566666.187500 Penalty: 4202.727539
	Iteration 18Q: 3 clusters Score -566666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -566669.687500 Penalty: 4202.727539
	Iteration 19Q: 3 clusters Score -566669.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -566674.687500 Penalty: 4202.727539
	Iteration 20F: 3 clusters Score -566674.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -566681.750000 Penalty: 4202.727539
	Iteration 21Q: 3 clusters Score -566681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -566685.625000 Penalty: 4202.727539
	Iteration 22Q: 3 clusters Score -566685.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -566687.687500 Penalty: 4202.727539
	Iteration 23Q: 3 clusters Score -566687.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -566694.000000 Penalty: 4202.727539
	Iteration 24Q: 3 clusters Score -566694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -566698.625000 Penalty: 4202.727539
	Iteration 25Q: 3 clusters Score -566698.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -566701.250000 Penalty: 4202.727539
	Iteration 26Q: 3 clusters Score -566701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -566704.687500 Penalty: 4202.727539
	Iteration 27Q: 3 clusters Score -566704.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -566705.375000 Penalty: 4202.727539
	Iteration 28Q: 3 clusters Score -566705.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -566708.250000 Penalty: 4202.727539
	Iteration 29Q: 3 clusters Score -566708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -566709.937500 Penalty: 4202.727539
	Iteration 30Q: 3 clusters Score -566709.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -566711.062500 Penalty: 4202.727539
	Iteration 31Q: 3 clusters Score -566711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -566712.625000 Penalty: 4202.727539
	Iteration 32Q: 3 clusters Score -566712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -566714.875000 Penalty: 4202.727539
	Iteration 33Q: 3 clusters Score -566714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -566715.375000 Penalty: 4202.727539
	Iteration 34Q: 3 clusters Score -566715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -566716.375000 Penalty: 4202.727539
	Iteration 35Q: 3 clusters Score -566716.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -566716.375000 Penalty: 4202.727539
	Iteration 36F: 3 clusters Score -566716.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (154374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Entering Unmasked Estep 
Score: -19777704.000000 Penalty: 2962.888916
	Iteration 0F: 2 clusters Score -1.97777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -19673988.000000 Penalty: 5925.777832
	Iteration 0F: 3 clusters Score -1.967399e+07 nChanged 73717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -19717706.000000 Penalty: 5925.777832
	Iteration 1F: 3 clusters Score -1.971771e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -19719788.000000 Penalty: 5925.777832
	Iteration 2Q: 3 clusters Score -1.971979e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -19723110.000000 Penalty: 5925.777832
	Iteration 3Q: 3 clusters Score -1.972311e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -19728910.000000 Penalty: 5925.777832
	Iteration 4F: 3 clusters Score -1.972891e+07 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 114922 members 
Entering Unmasked Estep 
Score: -19738448.000000 Penalty: 5925.777832
	Iteration 5F: 3 clusters Score -1.973845e+07 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 128100 members 
Entering Unmasked Estep 
Score: -19750526.000000 Penalty: 5925.777832
	Iteration 6F: 3 clusters Score -1.975053e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 139736 members 
Entering Unmasked Estep 
Score: -19761784.000000 Penalty: 5925.777832
	Iteration 7F: 3 clusters Score -1.976178e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -19769298.000000 Penalty: 5925.777832
	Iteration 8F: 3 clusters Score -1.97693e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 151367 members 
Entering Unmasked Estep 
Score: -19772700.000000 Penalty: 5925.777832
	Iteration 9Q: 3 clusters Score -1.97727e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -19774132.000000 Penalty: 5925.777832
	Iteration 10Q: 3 clusters Score -1.977413e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 153592 members 
Entering Unmasked Estep 
Score: -19774700.000000 Penalty: 5925.777832
	Iteration 11Q: 3 clusters Score -1.97747e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 153804 members 
Entering Unmasked Estep 
Score: -19774886.000000 Penalty: 5925.777832
	Iteration 12Q: 3 clusters Score -1.977489e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 153910 members 
Entering Unmasked Estep 
Score: -19774992.000000 Penalty: 5925.777832
	Iteration 13Q: 3 clusters Score -1.977499e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 153965 members 
Entering Unmasked Estep 
Score: -19775050.000000 Penalty: 5925.777832
	Iteration 14Q: 3 clusters Score -1.977505e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 153999 members 
Entering Unmasked Estep 
Score: -19775090.000000 Penalty: 5925.777832
	Iteration 15Q: 3 clusters Score -1.977509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -19775112.000000 Penalty: 5925.777832
	Iteration 16Q: 3 clusters Score -1.977511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 154023 members 
Entering Unmasked Estep 
Score: -19775130.000000 Penalty: 5925.777832
	Iteration 17Q: 3 clusters Score -1.977513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 154032 members 
Entering Unmasked Estep 
Score: -19775110.000000 Penalty: 5925.777832
	Iteration 18Q: 3 clusters Score -1.977511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -19775126.000000 Penalty: 5925.777832
	Iteration 19Q: 3 clusters Score -1.977513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 154049 members 
Entering Unmasked Estep 
Score: -19775132.000000 Penalty: 5925.777832
	Iteration 20F: 3 clusters Score -1.977513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -19775128.000000 Penalty: 5925.777832
	Iteration 21Q: 3 clusters Score -1.977513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 154058 members 
Entering Unmasked Estep 
Score: -19775144.000000 Penalty: 5925.777832
	Iteration 22Q: 3 clusters Score -1.977514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 154062 members 
Entering Unmasked Estep 
Score: -19775142.000000 Penalty: 5925.777832
	Iteration 23Q: 3 clusters Score -1.977514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 154061 members 
Entering Unmasked Estep 
Score: -19775152.000000 Penalty: 5925.777832
	Iteration 24Q: 3 clusters Score -1.977515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 154059 members 
Entering Unmasked Estep 
Score: -19775152.000000 Penalty: 5925.777832
	Iteration 25Q: 3 clusters Score -1.977515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 154060 members 
Entering Unmasked Estep 
Score: -19775152.000000 Penalty: 5925.777832
	Iteration 26Q: 3 clusters Score -1.977515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 154060 members 
Entering Unmasked Estep 
Score: -19775152.000000 Penalty: 5925.777832
	Iteration 27F: 3 clusters Score -1.977515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -744124.625000 Penalty: 2146.320312
	Iteration 0F: 2 clusters Score -744124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -739192.875000 Penalty: 4292.640625
	Iteration 0F: 3 clusters Score -739192.9 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -740593.750000 Penalty: 4292.640625
	Iteration 1F: 3 clusters Score -740593.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -740952.812500 Penalty: 4292.640625
	Iteration 2F: 3 clusters Score -740952.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -741181.000000 Penalty: 4292.640625
	Iteration 3F: 3 clusters Score -741181 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -741367.187500 Penalty: 4292.640625
	Iteration 4Q: 3 clusters Score -741367.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -741545.375000 Penalty: 4292.640625
	Iteration 5Q: 3 clusters Score -741545.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -741718.687500 Penalty: 4292.640625
	Iteration 6Q: 3 clusters Score -741718.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -741893.312500 Penalty: 4292.640625
	Iteration 7Q: 3 clusters Score -741893.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -742048.437500 Penalty: 4292.640625
	Iteration 8Q: 3 clusters Score -742048.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -742170.750000 Penalty: 4292.640625
	Iteration 9Q: 3 clusters Score -742170.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -742287.062500 Penalty: 4292.640625
	Iteration 10Q: 3 clusters Score -742287.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -742401.625000 Penalty: 4292.640625
	Iteration 11Q: 3 clusters Score -742401.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -742511.875000 Penalty: 4292.640625
	Iteration 12Q: 3 clusters Score -742511.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -742604.312500 Penalty: 4292.640625
	Iteration 13Q: 3 clusters Score -742604.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -742669.375000 Penalty: 4292.640625
	Iteration 14Q: 3 clusters Score -742669.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -742723.875000 Penalty: 4292.640625
	Iteration 15Q: 3 clusters Score -742723.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -742762.125000 Penalty: 4292.640625
	Iteration 16Q: 3 clusters Score -742762.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -742794.000000 Penalty: 4292.640625
	Iteration 17Q: 3 clusters Score -742794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -742828.500000 Penalty: 4292.640625
	Iteration 18Q: 3 clusters Score -742828.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -742867.437500 Penalty: 4292.640625
	Iteration 19Q: 3 clusters Score -742867.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -742902.375000 Penalty: 4292.640625
	Iteration 20F: 3 clusters Score -742902.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -742925.625000 Penalty: 4292.640625
	Iteration 21Q: 3 clusters Score -742925.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -742947.000000 Penalty: 4292.640625
	Iteration 22Q: 3 clusters Score -742947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -742967.937500 Penalty: 4292.640625
	Iteration 23Q: 3 clusters Score -742967.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -742989.812500 Penalty: 4292.640625
	Iteration 24Q: 3 clusters Score -742989.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -743003.500000 Penalty: 4292.640625
	Iteration 25Q: 3 clusters Score -743003.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -743019.062500 Penalty: 4292.640625
	Iteration 26Q: 3 clusters Score -743019.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -743037.437500 Penalty: 4292.640625
	Iteration 27Q: 3 clusters Score -743037.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -743050.687500 Penalty: 4292.640625
	Iteration 28Q: 3 clusters Score -743050.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -743061.750000 Penalty: 4292.640625
	Iteration 29Q: 3 clusters Score -743061.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -743068.000000 Penalty: 4292.640625
	Iteration 30Q: 3 clusters Score -743068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -743074.812500 Penalty: 4292.640625
	Iteration 31Q: 3 clusters Score -743074.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -743080.562500 Penalty: 4292.640625
	Iteration 32Q: 3 clusters Score -743080.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -743091.625000 Penalty: 4292.640625
	Iteration 33Q: 3 clusters Score -743091.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -743099.500000 Penalty: 4292.640625
	Iteration 34Q: 3 clusters Score -743099.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -743105.937500 Penalty: 4292.640625
	Iteration 35Q: 3 clusters Score -743105.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -743110.562500 Penalty: 4292.640625
	Iteration 36Q: 3 clusters Score -743110.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -743115.562500 Penalty: 4292.640625
	Iteration 37Q: 3 clusters Score -743115.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -743118.125000 Penalty: 4292.640625
	Iteration 38Q: 3 clusters Score -743118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -743123.500000 Penalty: 4292.640625
	Iteration 39Q: 3 clusters Score -743123.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -743133.812500 Penalty: 4292.640625
	Iteration 40F: 3 clusters Score -743133.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -743146.687500 Penalty: 4292.640625
	Iteration 41Q: 3 clusters Score -743146.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -743162.875000 Penalty: 4292.640625
	Iteration 42Q: 3 clusters Score -743162.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -743180.062500 Penalty: 4292.640625
	Iteration 43Q: 3 clusters Score -743180.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -743191.812500 Penalty: 4292.640625
	Iteration 44Q: 3 clusters Score -743191.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -743199.500000 Penalty: 4292.640625
	Iteration 45Q: 3 clusters Score -743199.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -743206.437500 Penalty: 4292.640625
	Iteration 46Q: 3 clusters Score -743206.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -743213.750000 Penalty: 4292.640625
	Iteration 47Q: 3 clusters Score -743213.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -743219.875000 Penalty: 4292.640625
	Iteration 48Q: 3 clusters Score -743219.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -743225.437500 Penalty: 4292.640625
	Iteration 49Q: 3 clusters Score -743225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -743230.562500 Penalty: 4292.640625
	Iteration 50Q: 3 clusters Score -743230.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -743236.312500 Penalty: 4292.640625
	Iteration 51Q: 3 clusters Score -743236.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -743238.125000 Penalty: 4292.640625
	Iteration 52Q: 3 clusters Score -743238.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -743239.000000 Penalty: 4292.640625
	Iteration 53Q: 3 clusters Score -743239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -743242.375000 Penalty: 4292.640625
	Iteration 54Q: 3 clusters Score -743242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -743243.625000 Penalty: 4292.640625
	Iteration 55Q: 3 clusters Score -743243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -743245.500000 Penalty: 4292.640625
	Iteration 56Q: 3 clusters Score -743245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -743246.937500 Penalty: 4292.640625
	Iteration 57Q: 3 clusters Score -743246.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -743250.500000 Penalty: 4292.640625
	Iteration 58Q: 3 clusters Score -743250.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -743250.750000 Penalty: 4292.640625
	Iteration 59Q: 3 clusters Score -743250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -743252.187500 Penalty: 4292.640625
	Iteration 60F: 3 clusters Score -743252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -743252.375000 Penalty: 4292.640625
	Iteration 61Q: 3 clusters Score -743252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -743251.875000 Penalty: 4292.640625
	Iteration 62Q: 3 clusters Score -743251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -743253.250000 Penalty: 4292.640625
	Iteration 63Q: 3 clusters Score -743253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -743256.187500 Penalty: 4292.640625
	Iteration 64Q: 3 clusters Score -743256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -743256.250000 Penalty: 4292.640625
	Iteration 65Q: 3 clusters Score -743256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -743258.062500 Penalty: 4292.640625
	Iteration 66Q: 3 clusters Score -743258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -743259.250000 Penalty: 4292.640625
	Iteration 67Q: 3 clusters Score -743259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -743261.625000 Penalty: 4292.640625
	Iteration 68Q: 3 clusters Score -743261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -743264.437500 Penalty: 4292.640625
	Iteration 69Q: 3 clusters Score -743264.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -743265.625000 Penalty: 4292.640625
	Iteration 70Q: 3 clusters Score -743265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -743266.250000 Penalty: 4292.640625
	Iteration 71Q: 3 clusters Score -743266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -743269.062500 Penalty: 4292.640625
	Iteration 72Q: 3 clusters Score -743269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -743270.562500 Penalty: 4292.640625
	Iteration 73Q: 3 clusters Score -743270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -743271.812500 Penalty: 4292.640625
	Iteration 74Q: 3 clusters Score -743271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -743276.562500 Penalty: 4292.640625
	Iteration 75Q: 3 clusters Score -743276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -743281.375000 Penalty: 4292.640625
	Iteration 76Q: 3 clusters Score -743281.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -743284.062500 Penalty: 4292.640625
	Iteration 77Q: 3 clusters Score -743284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -743287.250000 Penalty: 4292.640625
	Iteration 78Q: 3 clusters Score -743287.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -743292.812500 Penalty: 4292.640625
	Iteration 79Q: 3 clusters Score -743292.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -743298.000000 Penalty: 4292.640625
	Iteration 80F: 3 clusters Score -743298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -743298.437500 Penalty: 4292.640625
	Iteration 81Q: 3 clusters Score -743298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -743301.312500 Penalty: 4292.640625
	Iteration 82Q: 3 clusters Score -743301.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -743305.125000 Penalty: 4292.640625
	Iteration 83Q: 3 clusters Score -743305.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -743308.375000 Penalty: 4292.640625
	Iteration 84Q: 3 clusters Score -743308.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -743310.125000 Penalty: 4292.640625
	Iteration 85Q: 3 clusters Score -743310.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -743315.687500 Penalty: 4292.640625
	Iteration 86Q: 3 clusters Score -743315.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -743316.062500 Penalty: 4292.640625
	Iteration 87Q: 3 clusters Score -743316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -743317.687500 Penalty: 4292.640625
	Iteration 88Q: 3 clusters Score -743317.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -743321.375000 Penalty: 4292.640625
	Iteration 89Q: 3 clusters Score -743321.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -743328.437500 Penalty: 4292.640625
	Iteration 90Q: 3 clusters Score -743328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -743331.812500 Penalty: 4292.640625
	Iteration 91Q: 3 clusters Score -743331.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -743339.125000 Penalty: 4292.640625
	Iteration 92Q: 3 clusters Score -743339.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -743345.125000 Penalty: 4292.640625
	Iteration 93Q: 3 clusters Score -743345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -743351.937500 Penalty: 4292.640625
	Iteration 94Q: 3 clusters Score -743351.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -743358.500000 Penalty: 4292.640625
	Iteration 95Q: 3 clusters Score -743358.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -743362.750000 Penalty: 4292.640625
	Iteration 96Q: 3 clusters Score -743362.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -743368.875000 Penalty: 4292.640625
	Iteration 97Q: 3 clusters Score -743368.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -743376.875000 Penalty: 4292.640625
	Iteration 98Q: 3 clusters Score -743376.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -743383.812500 Penalty: 4292.640625
	Iteration 99Q: 3 clusters Score -743383.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -743389.437500 Penalty: 4292.640625
	Iteration 100F: 3 clusters Score -743389.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -743393.750000 Penalty: 4292.640625
	Iteration 101Q: 3 clusters Score -743393.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -743397.812500 Penalty: 4292.640625
	Iteration 102Q: 3 clusters Score -743397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -743405.937500 Penalty: 4292.640625
	Iteration 103Q: 3 clusters Score -743405.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -743411.687500 Penalty: 4292.640625
	Iteration 104Q: 3 clusters Score -743411.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -743417.437500 Penalty: 4292.640625
	Iteration 105Q: 3 clusters Score -743417.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -743420.687500 Penalty: 4292.640625
	Iteration 106Q: 3 clusters Score -743420.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -743423.250000 Penalty: 4292.640625
	Iteration 107Q: 3 clusters Score -743423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -743426.375000 Penalty: 4292.640625
	Iteration 108Q: 3 clusters Score -743426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -743430.125000 Penalty: 4292.640625
	Iteration 109Q: 3 clusters Score -743430.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -743435.750000 Penalty: 4292.640625
	Iteration 110Q: 3 clusters Score -743435.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -743437.750000 Penalty: 4292.640625
	Iteration 111Q: 3 clusters Score -743437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -743440.500000 Penalty: 4292.640625
	Iteration 112Q: 3 clusters Score -743440.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -743445.625000 Penalty: 4292.640625
	Iteration 113Q: 3 clusters Score -743445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -743445.312500 Penalty: 4292.640625
	Iteration 114Q: 3 clusters Score -743445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -743446.312500 Penalty: 4292.640625
	Iteration 115Q: 3 clusters Score -743446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -743447.125000 Penalty: 4292.640625
	Iteration 116Q: 3 clusters Score -743447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -743449.812500 Penalty: 4292.640625
	Iteration 117Q: 3 clusters Score -743449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -743451.812500 Penalty: 4292.640625
	Iteration 118Q: 3 clusters Score -743451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -743451.812500 Penalty: 4292.640625
	Iteration 119Q: 3 clusters Score -743451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -743451.250000 Penalty: 4292.640625
	Iteration 120F: 3 clusters Score -743451.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Entering Unmasked Estep 
Score: -3428248.500000 Penalty: 2546.814941
	Iteration 0F: 2 clusters Score -3428248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3408550.750000 Penalty: 5093.629883
	Iteration 0F: 3 clusters Score -3408551 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3415586.250000 Penalty: 5093.629883
	Iteration 1F: 3 clusters Score -3415586 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3416186.500000 Penalty: 5093.629883
	Iteration 2F: 3 clusters Score -3416186 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3416800.500000 Penalty: 5093.629883
	Iteration 3F: 3 clusters Score -3416800 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3417446.500000 Penalty: 5093.629883
	Iteration 4Q: 3 clusters Score -3417446 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3418359.000000 Penalty: 5093.629883
	Iteration 5F: 3 clusters Score -3418359 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3419493.500000 Penalty: 5093.629883
	Iteration 6F: 3 clusters Score -3419494 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3420832.750000 Penalty: 5093.629883
	Iteration 7F: 3 clusters Score -3420833 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3422281.750000 Penalty: 5093.629883
	Iteration 8F: 3 clusters Score -3422282 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3423562.500000 Penalty: 5093.629883
	Iteration 9F: 3 clusters Score -3423562 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3424491.000000 Penalty: 5093.629883
	Iteration 10Q: 3 clusters Score -3424491 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3425127.000000 Penalty: 5093.629883
	Iteration 11Q: 3 clusters Score -3425127 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3425519.250000 Penalty: 5093.629883
	Iteration 12Q: 3 clusters Score -3425519 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3425803.250000 Penalty: 5093.629883
	Iteration 13Q: 3 clusters Score -3425803 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3425978.750000 Penalty: 5093.629883
	Iteration 14Q: 3 clusters Score -3425979 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3426094.250000 Penalty: 5093.629883
	Iteration 15Q: 3 clusters Score -3426094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3426178.250000 Penalty: 5093.629883
	Iteration 16Q: 3 clusters Score -3426178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3426232.000000 Penalty: 5093.629883
	Iteration 17Q: 3 clusters Score -3426232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3426272.000000 Penalty: 5093.629883
	Iteration 18Q: 3 clusters Score -3426272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3426304.000000 Penalty: 5093.629883
	Iteration 19Q: 3 clusters Score -3426304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -3426324.250000 Penalty: 5093.629883
	Iteration 20F: 3 clusters Score -3426324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3426351.000000 Penalty: 5093.629883
	Iteration 21Q: 3 clusters Score -3426351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3426372.750000 Penalty: 5093.629883
	Iteration 22Q: 3 clusters Score -3426373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3426390.750000 Penalty: 5093.629883
	Iteration 23Q: 3 clusters Score -3426391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3426405.500000 Penalty: 5093.629883
	Iteration 24Q: 3 clusters Score -3426406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3426406.000000 Penalty: 5093.629883
	Iteration 25Q: 3 clusters Score -3426406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3426425.750000 Penalty: 5093.629883
	Iteration 26Q: 3 clusters Score -3426426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3426435.750000 Penalty: 5093.629883
	Iteration 27Q: 3 clusters Score -3426436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3426433.750000 Penalty: 5093.629883
	Iteration 28Q: 3 clusters Score -3426434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3426433.750000 Penalty: 5093.629883
	Iteration 29Q: 3 clusters Score -3426434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3426442.500000 Penalty: 5093.629883
	Iteration 30Q: 3 clusters Score -3426442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3426441.000000 Penalty: 5093.629883
	Iteration 31Q: 3 clusters Score -3426441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3426446.250000 Penalty: 5093.629883
	Iteration 32Q: 3 clusters Score -3426446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3426443.000000 Penalty: 5093.629883
	Iteration 33Q: 3 clusters Score -3426443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3426441.000000 Penalty: 5093.629883
	Iteration 34Q: 3 clusters Score -3426441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3426443.000000 Penalty: 5093.629883
	Iteration 35Q: 3 clusters Score -3426443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3426443.000000 Penalty: 5093.629883
	Iteration 36F: 3 clusters Score -3426443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Entering Unmasked Estep 
Score: -3946802.500000 Penalty: 2564.095459
	Iteration 0F: 2 clusters Score -3946802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3925641.500000 Penalty: 5128.190918
	Iteration 0F: 3 clusters Score -3925642 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3933201.000000 Penalty: 5128.190918
	Iteration 1F: 3 clusters Score -3933201 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3933609.750000 Penalty: 5128.190918
	Iteration 2Q: 3 clusters Score -3933610 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3933978.250000 Penalty: 5128.190918
	Iteration 3Q: 3 clusters Score -3933978 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3934385.250000 Penalty: 5128.190918
	Iteration 4Q: 3 clusters Score -3934385 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3934859.750000 Penalty: 5128.190918
	Iteration 5Q: 3 clusters Score -3934860 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3935442.750000 Penalty: 5128.190918
	Iteration 6Q: 3 clusters Score -3935443 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3936139.250000 Penalty: 5128.190918
	Iteration 7Q: 3 clusters Score -3936139 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3936966.750000 Penalty: 5128.190918
	Iteration 8F: 3 clusters Score -3936967 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3937965.750000 Penalty: 5128.190918
	Iteration 9F: 3 clusters Score -3937966 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3939099.500000 Penalty: 5128.190918
	Iteration 10F: 3 clusters Score -3939100 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3940320.500000 Penalty: 5128.190918
	Iteration 11F: 3 clusters Score -3940320 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3941448.250000 Penalty: 5128.190918
	Iteration 12F: 3 clusters Score -3941448 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3942443.250000 Penalty: 5128.190918
	Iteration 13Q: 3 clusters Score -3942443 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3943231.500000 Penalty: 5128.190918
	Iteration 14Q: 3 clusters Score -3943232 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3943742.000000 Penalty: 5128.190918
	Iteration 15Q: 3 clusters Score -3943742 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3944063.750000 Penalty: 5128.190918
	Iteration 16Q: 3 clusters Score -3944064 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3944255.250000 Penalty: 5128.190918
	Iteration 17Q: 3 clusters Score -3944255 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -3944386.000000 Penalty: 5128.190918
	Iteration 18Q: 3 clusters Score -3944386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3944459.250000 Penalty: 5128.190918
	Iteration 19Q: 3 clusters Score -3944459 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3944519.000000 Penalty: 5128.190918
	Iteration 20F: 3 clusters Score -3944519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -3944549.000000 Penalty: 5128.190918
	Iteration 21Q: 3 clusters Score -3944549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -3944585.000000 Penalty: 5128.190918
	Iteration 22Q: 3 clusters Score -3944585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3944606.750000 Penalty: 5128.190918
	Iteration 23Q: 3 clusters Score -3944607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3944619.000000 Penalty: 5128.190918
	Iteration 24Q: 3 clusters Score -3944619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3944624.000000 Penalty: 5128.190918
	Iteration 25Q: 3 clusters Score -3944624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3944630.250000 Penalty: 5128.190918
	Iteration 26Q: 3 clusters Score -3944630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3944639.750000 Penalty: 5128.190918
	Iteration 27Q: 3 clusters Score -3944640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3944638.250000 Penalty: 5128.190918
	Iteration 28Q: 3 clusters Score -3944638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3944653.500000 Penalty: 5128.190918
	Iteration 29Q: 3 clusters Score -3944654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -3944661.750000 Penalty: 5128.190918
	Iteration 30Q: 3 clusters Score -3944662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3944665.000000 Penalty: 5128.190918
	Iteration 31Q: 3 clusters Score -3944665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3944668.000000 Penalty: 5128.190918
	Iteration 32Q: 3 clusters Score -3944668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3944675.250000 Penalty: 5128.190918
	Iteration 33Q: 3 clusters Score -3944675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -3944680.000000 Penalty: 5128.190918
	Iteration 34Q: 3 clusters Score -3944680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3944679.750000 Penalty: 5128.190918
	Iteration 35Q: 3 clusters Score -3944680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3944680.750000 Penalty: 5128.190918
	Iteration 36Q: 3 clusters Score -3944681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3944684.500000 Penalty: 5128.190918
	Iteration 37Q: 3 clusters Score -3944684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -3944683.250000 Penalty: 5128.190918
	Iteration 38Q: 3 clusters Score -3944683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3944683.750000 Penalty: 5128.190918
	Iteration 39Q: 3 clusters Score -3944684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3944683.500000 Penalty: 5128.190918
	Iteration 40F: 3 clusters Score -3944684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3944689.000000 Penalty: 5128.190918
	Iteration 41Q: 3 clusters Score -3944689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3944689.000000 Penalty: 5128.190918
	Iteration 42F: 3 clusters Score -3944689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -84476.187500 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -84476.19 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 382 members 
Entering Unmasked Estep 
Score: -82794.804688 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -82794.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83105.468750 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -83105.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83265.765625 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -83265.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83371.960938 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -83371.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83457.132812 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -83457.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83533.304688 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -83533.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83666.039062 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -83666.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83797.406250 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -83797.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83865.726562 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -83865.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83924.734375 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -83924.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83986.812500 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -83986.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84035.679688 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -84035.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -84105.859375 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -84105.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -84159.125000 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -84159.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84185.359375 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -84185.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -84216.515625 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -84216.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -84238.960938 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -84238.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -84245.210938 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -84245.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -84246.851562 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -84246.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -84248.796875 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -84248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -84248.796875 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -84248.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -65224.234375 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -65224.23 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 309 members 
Entering Unmasked Estep 
Score: -63635.500000 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -63635.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63921.125000 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -63921.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64007.296875 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -64007.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64118.808594 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -64118.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64324.734375 Penalty: 3177.812500
	Iteration 4F: 3 clusters Score -64324.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64710.414062 Penalty: 3177.812500
	Iteration 5F: 3 clusters Score -64710.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65099.054688 Penalty: 3177.812500
	Iteration 6F: 3 clusters Score -65099.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65451.835938 Penalty: 3177.812500
	Iteration 7F: 3 clusters Score -65451.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65698.078125 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -65698.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65734.781250 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -65734.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65752.234375 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -65752.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65770.507812 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -65770.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65778.156250 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -65778.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65798.976562 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -65798.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65829.460938 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -65829.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65896.296875 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -65896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65930.421875 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -65930.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65930.421875 Penalty: 3177.812500
	Iteration 17F: 3 clusters Score -65930.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 54787 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 102909 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 11675 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25532 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3175 members 
Mstep: Class 15 contains 69771 members 
Mstep: Class 16 contains 9376 members 
Mstep: Class 17 contains 5954 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54053 members 
Mstep: Class 21 contains 4785 members 
Mstep: Class 22 contains 154374 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 28837 members 
Mstep: Class 25 contains 30918 members 
Mstep: Class 26 contains 774 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 16680 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 321 members 
Entering Unmasked Estep 
Score: -77996432.000000 Penalty: 102638.695312
Splitting cluster 27 changes total score from -77997280.000000 to -77996432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (16680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Entering Unmasked Estep 
Score: -2130067.500000 Penalty: 2411.047607
	Iteration 0F: 2 clusters Score -2130068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2118171.500000 Penalty: 4822.095215
	Iteration 0F: 3 clusters Score -2118172 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2122039.250000 Penalty: 4822.095215
	Iteration 1F: 3 clusters Score -2122039 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2122528.500000 Penalty: 4822.095215
	Iteration 2F: 3 clusters Score -2122528 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2122932.750000 Penalty: 4822.095215
	Iteration 3F: 3 clusters Score -2122933 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2123300.750000 Penalty: 4822.095215
	Iteration 4Q: 3 clusters Score -2123301 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2123611.500000 Penalty: 4822.095215
	Iteration 5Q: 3 clusters Score -2123612 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2123921.000000 Penalty: 4822.095215
	Iteration 6Q: 3 clusters Score -2123921 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2124232.000000 Penalty: 4822.095215
	Iteration 7Q: 3 clusters Score -2124232 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2124521.250000 Penalty: 4822.095215
	Iteration 8Q: 3 clusters Score -2124521 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2124783.750000 Penalty: 4822.095215
	Iteration 9Q: 3 clusters Score -2124784 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2125078.250000 Penalty: 4822.095215
	Iteration 10Q: 3 clusters Score -2125078 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2125388.500000 Penalty: 4822.095215
	Iteration 11Q: 3 clusters Score -2125388 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2125669.500000 Penalty: 4822.095215
	Iteration 12Q: 3 clusters Score -2125670 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2125993.250000 Penalty: 4822.095215
	Iteration 13Q: 3 clusters Score -2125993 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2126328.500000 Penalty: 4822.095215
	Iteration 14Q: 3 clusters Score -2126328 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2126656.250000 Penalty: 4822.095215
	Iteration 15Q: 3 clusters Score -2126656 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2126957.000000 Penalty: 4822.095215
	Iteration 16Q: 3 clusters Score -2126957 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2127182.250000 Penalty: 4822.095215
	Iteration 17Q: 3 clusters Score -2127182 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2127342.250000 Penalty: 4822.095215
	Iteration 18Q: 3 clusters Score -2127342 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2127482.500000 Penalty: 4822.095215
	Iteration 19Q: 3 clusters Score -2127482 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2127581.750000 Penalty: 4822.095215
	Iteration 20F: 3 clusters Score -2127582 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2127658.000000 Penalty: 4822.095215
	Iteration 21Q: 3 clusters Score -2127658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2127720.250000 Penalty: 4822.095215
	Iteration 22Q: 3 clusters Score -2127720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2127763.000000 Penalty: 4822.095215
	Iteration 23Q: 3 clusters Score -2127763 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2127793.750000 Penalty: 4822.095215
	Iteration 24Q: 3 clusters Score -2127794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2127818.000000 Penalty: 4822.095215
	Iteration 25Q: 3 clusters Score -2127818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2127831.750000 Penalty: 4822.095215
	Iteration 26Q: 3 clusters Score -2127832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2127843.500000 Penalty: 4822.095215
	Iteration 27Q: 3 clusters Score -2127844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2127854.500000 Penalty: 4822.095215
	Iteration 28Q: 3 clusters Score -2127854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2127870.500000 Penalty: 4822.095215
	Iteration 29Q: 3 clusters Score -2127870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2127883.000000 Penalty: 4822.095215
	Iteration 30Q: 3 clusters Score -2127883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2127901.750000 Penalty: 4822.095215
	Iteration 31Q: 3 clusters Score -2127902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2127916.500000 Penalty: 4822.095215
	Iteration 32Q: 3 clusters Score -2127916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2127926.750000 Penalty: 4822.095215
	Iteration 33Q: 3 clusters Score -2127927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2127937.750000 Penalty: 4822.095215
	Iteration 34Q: 3 clusters Score -2127938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2127945.500000 Penalty: 4822.095215
	Iteration 35Q: 3 clusters Score -2127946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2127952.500000 Penalty: 4822.095215
	Iteration 36Q: 3 clusters Score -2127952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2127957.500000 Penalty: 4822.095215
	Iteration 37Q: 3 clusters Score -2127958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2127962.250000 Penalty: 4822.095215
	Iteration 38Q: 3 clusters Score -2127962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2127970.000000 Penalty: 4822.095215
	Iteration 39Q: 3 clusters Score -2127970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2127975.000000 Penalty: 4822.095215
	Iteration 40F: 3 clusters Score -2127975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2127978.500000 Penalty: 4822.095215
	Iteration 41Q: 3 clusters Score -2127978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2127982.500000 Penalty: 4822.095215
	Iteration 42Q: 3 clusters Score -2127982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2127986.250000 Penalty: 4822.095215
	Iteration 43Q: 3 clusters Score -2127986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2127988.500000 Penalty: 4822.095215
	Iteration 44Q: 3 clusters Score -2127988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2127988.750000 Penalty: 4822.095215
	Iteration 45Q: 3 clusters Score -2127989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2127988.750000 Penalty: 4822.095215
	Iteration 46F: 3 clusters Score -2127989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -24764.136719 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -24764.14 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 108 members 
Entering Unmasked Estep 
Score: -23591.822266 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -23591.82 nChanged 20
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: -23673.550781 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -23673.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23734.009766 Penalty: 2718.396973
	Iteration 2Q: 3 clusters Score -23734.01 nChanged 6
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: -23766.722656 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -23766.72 nChanged 3
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: -23782.703125 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -23782.7 nChanged 4
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: -23804.875000 Penalty: 2718.396973
	Iteration 5Q: 3 clusters Score -23804.88 nChanged 2
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: -23813.875000 Penalty: 2718.396973
	Iteration 6Q: 3 clusters Score -23813.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23821.394531 Penalty: 2718.396973
	Iteration 7Q: 3 clusters Score -23821.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23826.046875 Penalty: 2718.396973
	Iteration 8Q: 3 clusters Score -23826.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23832.851562 Penalty: 2718.396973
	Iteration 9Q: 3 clusters Score -23832.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23840.154297 Penalty: 2718.396973
	Iteration 10Q: 3 clusters Score -23840.15 nChanged 2
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: -23853.435547 Penalty: 2718.396973
	Iteration 11Q: 3 clusters Score -23853.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23869.718750 Penalty: 2718.396973
	Iteration 12Q: 3 clusters Score -23869.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23883.208984 Penalty: 2718.396973
	Iteration 13Q: 3 clusters Score -23883.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23889.306641 Penalty: 2718.396973
	Iteration 14Q: 3 clusters Score -23889.31 nChanged 1
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: -23896.978516 Penalty: 2718.396973
	Iteration 15Q: 3 clusters Score -23896.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23920.802734 Penalty: 2718.396973
	Iteration 16Q: 3 clusters Score -23920.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23920.802734 Penalty: 2718.396973
	Iteration 17F: 3 clusters Score -23920.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -182732.765625 Penalty: 1819.883057
	Iteration 0F: 2 clusters Score -182732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -180421.578125 Penalty: 3639.766113
	Iteration 0F: 3 clusters Score -180421.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -180964.890625 Penalty: 3639.766113
	Iteration 1F: 3 clusters Score -180964.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -181308.468750 Penalty: 3639.766113
	Iteration 2F: 3 clusters Score -181308.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -181603.593750 Penalty: 3639.766113
	Iteration 3F: 3 clusters Score -181603.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -181835.890625 Penalty: 3639.766113
	Iteration 4F: 3 clusters Score -181835.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -181966.062500 Penalty: 3639.766113
	Iteration 5Q: 3 clusters Score -181966.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -182071.031250 Penalty: 3639.766113
	Iteration 6Q: 3 clusters Score -182071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -182156.546875 Penalty: 3639.766113
	Iteration 7Q: 3 clusters Score -182156.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182244.250000 Penalty: 3639.766113
	Iteration 8Q: 3 clusters Score -182244.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182324.609375 Penalty: 3639.766113
	Iteration 9Q: 3 clusters Score -182324.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -182390.093750 Penalty: 3639.766113
	Iteration 10Q: 3 clusters Score -182390.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182430.671875 Penalty: 3639.766113
	Iteration 11Q: 3 clusters Score -182430.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -182449.187500 Penalty: 3639.766113
	Iteration 12Q: 3 clusters Score -182449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -182463.265625 Penalty: 3639.766113
	Iteration 13Q: 3 clusters Score -182463.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -182497.109375 Penalty: 3639.766113
	Iteration 14Q: 3 clusters Score -182497.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -182526.546875 Penalty: 3639.766113
	Iteration 15Q: 3 clusters Score -182526.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -182581.703125 Penalty: 3639.766113
	Iteration 16Q: 3 clusters Score -182581.7 nChanged 39
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: -182765.484375 Penalty: 3639.766113
	Iteration 17Q: 3 clusters Score -182765.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -182927.234375 Penalty: 3639.766113
	Iteration 18Q: 3 clusters Score -182927.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -182970.312500 Penalty: 3639.766113
	Iteration 19Q: 3 clusters Score -182970.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -183005.734375 Penalty: 3639.766113
	Iteration 20F: 3 clusters Score -183005.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -183037.328125 Penalty: 3639.766113
	Iteration 21Q: 3 clusters Score -183037.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -183080.343750 Penalty: 3639.766113
	Iteration 22Q: 3 clusters Score -183080.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -183157.781250 Penalty: 3639.766113
	Iteration 23Q: 3 clusters Score -183157.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -183273.046875 Penalty: 3639.766113
	Iteration 24Q: 3 clusters Score -183273 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -183570.656250 Penalty: 3639.766113
	Iteration 25Q: 3 clusters Score -183570.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184165.218750 Penalty: 3639.766113
	Iteration 26Q: 3 clusters Score -184165.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -184291.609375 Penalty: 3639.766113
	Iteration 27Q: 3 clusters Score -184291.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -184368.781250 Penalty: 3639.766113
	Iteration 28Q: 3 clusters Score -184368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -184409.781250 Penalty: 3639.766113
	Iteration 29Q: 3 clusters Score -184409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -184428.000000 Penalty: 3639.766113
	Iteration 30Q: 3 clusters Score -184428 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: -184429.859375 Penalty: 3639.766113
	Iteration 31Q: 3 clusters Score -184429.9 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: -184429.859375 Penalty: 3639.766113
	Iteration 32F: 3 clusters Score -184429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 54787 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 102909 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 11675 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25532 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3175 members 
Mstep: Class 15 contains 69771 members 
Mstep: Class 16 contains 9376 members 
Mstep: Class 17 contains 5954 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54053 members 
Mstep: Class 21 contains 4785 members 
Mstep: Class 22 contains 154374 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 28837 members 
Mstep: Class 25 contains 30918 members 
Mstep: Class 26 contains 774 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16680 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 706 members 
Mstep: Class 31 contains 832 members 
Entering Unmasked Estep 
Score: -77997664.000000 Penalty: 102638.695312
Splitting cluster 30 changes total score from -77997280.000000 to -77997664.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 54787 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 102909 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 11675 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25532 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3175 members 
Mstep: Class 15 contains 69771 members 
Mstep: Class 16 contains 9376 members 
Mstep: Class 17 contains 5954 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54053 members 
Mstep: Class 21 contains 4785 members 
Mstep: Class 22 contains 154374 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 28837 members 
Mstep: Class 25 contains 30918 members 
Mstep: Class 26 contains 774 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16680 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997712.000000 Penalty: 102638.695312
Iteration 119Q: 32 clusters Score -7.799771e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 54793 members 
Mstep: Class 3 contains 8722 members 
Mstep: Class 4 contains 102897 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 11671 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 25537 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 69770 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 5960 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54058 members 
Mstep: Class 21 contains 4749 members 
Mstep: Class 22 contains 154399 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 28850 members 
Mstep: Class 25 contains 30907 members 
Mstep: Class 26 contains 786 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 16691 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997872.000000 Penalty: 102638.695312
Iteration 120F: 32 clusters Score -7.799787e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 54791 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 102907 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 11664 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 69762 members 
Mstep: Class 16 contains 9383 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54067 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 154440 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 28860 members 
Mstep: Class 25 contains 30895 members 
Mstep: Class 26 contains 806 members 
Mstep: Class 27 contains 588 members 
Mstep: Class 28 contains 16703 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 728 members 
Mstep: Class 31 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77997920.000000 Penalty: 102638.695312
Iteration 121Q: 32 clusters Score -7.799792e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 54789 members 
Mstep: Class 3 contains 8607 members 
Mstep: Class 4 contains 102903 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3289 members 
Mstep: Class 7 contains 11657 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 25561 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9506 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 69754 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 5966 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54069 members 
Mstep: Class 21 contains 4701 members 
Mstep: Class 22 contains 154465 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 28866 members 
Mstep: Class 25 contains 30890 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 573 members 
Mstep: Class 28 contains 16726 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998048.000000 Penalty: 102638.695312
Iteration 122Q: 32 clusters Score -7.799805e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 54789 members 
Mstep: Class 3 contains 8544 members 
Mstep: Class 4 contains 102905 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 11646 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25573 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9507 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3155 members 
Mstep: Class 15 contains 69744 members 
Mstep: Class 16 contains 9395 members 
Mstep: Class 17 contains 5955 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54074 members 
Mstep: Class 21 contains 4681 members 
Mstep: Class 22 contains 154497 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 28892 members 
Mstep: Class 25 contains 30883 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 558 members 
Mstep: Class 28 contains 16745 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 729 members 
Mstep: Class 31 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998104.000000 Penalty: 102638.695312
Iteration 123Q: 32 clusters Score -7.79981e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 54788 members 
Mstep: Class 3 contains 8483 members 
Mstep: Class 4 contains 102920 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3313 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25578 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9506 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 69737 members 
Mstep: Class 16 contains 9398 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54073 members 
Mstep: Class 21 contains 4664 members 
Mstep: Class 22 contains 154538 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 28904 members 
Mstep: Class 25 contains 30880 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 555 members 
Mstep: Class 28 contains 16766 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998160.000000 Penalty: 102638.695312
Iteration 124Q: 32 clusters Score -7.799816e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 54782 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 102910 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3325 members 
Mstep: Class 7 contains 11632 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25591 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9505 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 3152 members 
Mstep: Class 15 contains 69725 members 
Mstep: Class 16 contains 9400 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54081 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 154569 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 28921 members 
Mstep: Class 25 contains 30882 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16789 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998376.000000 Penalty: 102638.695312
Iteration 125Q: 32 clusters Score -7.799838e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 54787 members 
Mstep: Class 3 contains 8375 members 
Mstep: Class 4 contains 102910 members 
Mstep: Class 5 contains 5089 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 11627 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25606 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9504 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 3151 members 
Mstep: Class 15 contains 69722 members 
Mstep: Class 16 contains 9402 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 2105 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54088 members 
Mstep: Class 21 contains 4612 members 
Mstep: Class 22 contains 154598 members 
Mstep: Class 23 contains 5755 members 
Mstep: Class 24 contains 28927 members 
Mstep: Class 25 contains 30881 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16808 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998280.000000 Penalty: 102638.695312
Iteration 126Q: 32 clusters Score -7.799828e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 54786 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 102924 members 
Mstep: Class 5 contains 5089 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 11625 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25613 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 3151 members 
Mstep: Class 15 contains 69716 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54090 members 
Mstep: Class 21 contains 4589 members 
Mstep: Class 22 contains 154629 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 28928 members 
Mstep: Class 25 contains 30880 members 
Mstep: Class 26 contains 839 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16823 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998360.000000 Penalty: 102638.695312
Iteration 127Q: 32 clusters Score -7.799836e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 54781 members 
Mstep: Class 3 contains 8269 members 
Mstep: Class 4 contains 102916 members 
Mstep: Class 5 contains 5089 members 
Mstep: Class 6 contains 3380 members 
Mstep: Class 7 contains 11624 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25618 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9504 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 3151 members 
Mstep: Class 15 contains 69712 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 5919 members 
Mstep: Class 18 contains 2105 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54092 members 
Mstep: Class 21 contains 4570 members 
Mstep: Class 22 contains 154663 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 28933 members 
Mstep: Class 25 contains 30880 members 
Mstep: Class 26 contains 842 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16834 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998456.000000 Penalty: 102638.695312
Iteration 128Q: 32 clusters Score -7.799846e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 54782 members 
Mstep: Class 3 contains 8225 members 
Mstep: Class 4 contains 102912 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3394 members 
Mstep: Class 7 contains 11622 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25613 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9504 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 69708 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 5920 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54096 members 
Mstep: Class 21 contains 4557 members 
Mstep: Class 22 contains 154690 members 
Mstep: Class 23 contains 5773 members 
Mstep: Class 24 contains 28943 members 
Mstep: Class 25 contains 30883 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16841 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998440.000000 Penalty: 102638.695312
Iteration 129Q: 32 clusters Score -7.799844e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 54786 members 
Mstep: Class 3 contains 8175 members 
Mstep: Class 4 contains 102929 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3399 members 
Mstep: Class 7 contains 11619 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25614 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9501 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 69710 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 5919 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54093 members 
Mstep: Class 21 contains 4546 members 
Mstep: Class 22 contains 154702 members 
Mstep: Class 23 contains 5777 members 
Mstep: Class 24 contains 28957 members 
Mstep: Class 25 contains 30883 members 
Mstep: Class 26 contains 847 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16850 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998432.000000 Penalty: 102638.695312
Iteration 130Q: 32 clusters Score -7.799843e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 54786 members 
Mstep: Class 3 contains 8144 members 
Mstep: Class 4 contains 102919 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3406 members 
Mstep: Class 7 contains 11618 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25612 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 69708 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54097 members 
Mstep: Class 21 contains 4535 members 
Mstep: Class 22 contains 154729 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 28970 members 
Mstep: Class 25 contains 30885 members 
Mstep: Class 26 contains 847 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16855 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998488.000000 Penalty: 102638.695312
Iteration 131Q: 32 clusters Score -7.799849e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 54787 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 102913 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3412 members 
Mstep: Class 7 contains 11614 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25616 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 69707 members 
Mstep: Class 16 contains 9404 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54102 members 
Mstep: Class 21 contains 4521 members 
Mstep: Class 22 contains 154747 members 
Mstep: Class 23 contains 5788 members 
Mstep: Class 24 contains 28983 members 
Mstep: Class 25 contains 30883 members 
Mstep: Class 26 contains 847 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16860 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998424.000000 Penalty: 102638.695312
Iteration 132Q: 32 clusters Score -7.799842e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 54788 members 
Mstep: Class 3 contains 8088 members 
Mstep: Class 4 contains 102897 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3423 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 25613 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 69702 members 
Mstep: Class 16 contains 9404 members 
Mstep: Class 17 contains 5920 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54113 members 
Mstep: Class 21 contains 4513 members 
Mstep: Class 22 contains 154756 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 28994 members 
Mstep: Class 25 contains 30882 members 
Mstep: Class 26 contains 847 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16870 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998448.000000 Penalty: 102638.695312
Iteration 133Q: 32 clusters Score -7.799845e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 54790 members 
Mstep: Class 3 contains 8054 members 
Mstep: Class 4 contains 102901 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 25613 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 3141 members 
Mstep: Class 15 contains 69699 members 
Mstep: Class 16 contains 9405 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54120 members 
Mstep: Class 21 contains 4503 members 
Mstep: Class 22 contains 154773 members 
Mstep: Class 23 contains 5801 members 
Mstep: Class 24 contains 29000 members 
Mstep: Class 25 contains 30882 members 
Mstep: Class 26 contains 847 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16872 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998512.000000 Penalty: 102638.695312
Iteration 134Q: 32 clusters Score -7.799851e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 54790 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 102907 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3434 members 
Mstep: Class 7 contains 11609 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 25607 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69693 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54129 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 154782 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 29009 members 
Mstep: Class 25 contains 30877 members 
Mstep: Class 26 contains 847 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16876 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998576.000000 Penalty: 102638.695312
Iteration 135Q: 32 clusters Score -7.799858e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 54790 members 
Mstep: Class 3 contains 7991 members 
Mstep: Class 4 contains 102911 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 11607 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25605 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69687 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54134 members 
Mstep: Class 21 contains 4498 members 
Mstep: Class 22 contains 154790 members 
Mstep: Class 23 contains 5813 members 
Mstep: Class 24 contains 29016 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16882 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998520.000000 Penalty: 102638.695312
Iteration 136Q: 32 clusters Score -7.799852e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 54791 members 
Mstep: Class 3 contains 7962 members 
Mstep: Class 4 contains 102910 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 11603 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 25603 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69685 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54139 members 
Mstep: Class 21 contains 4495 members 
Mstep: Class 22 contains 154800 members 
Mstep: Class 23 contains 5821 members 
Mstep: Class 24 contains 29027 members 
Mstep: Class 25 contains 30876 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16889 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998576.000000 Penalty: 102638.695312
Iteration 137Q: 32 clusters Score -7.799858e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54792 members 
Mstep: Class 3 contains 7930 members 
Mstep: Class 4 contains 102918 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 11598 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 25611 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69684 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54143 members 
Mstep: Class 21 contains 4489 members 
Mstep: Class 22 contains 154805 members 
Mstep: Class 23 contains 5825 members 
Mstep: Class 24 contains 29032 members 
Mstep: Class 25 contains 30876 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16896 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998544.000000 Penalty: 102638.695312
Iteration 138Q: 32 clusters Score -7.799854e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54791 members 
Mstep: Class 3 contains 7902 members 
Mstep: Class 4 contains 102927 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3446 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 25610 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69682 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54145 members 
Mstep: Class 21 contains 4489 members 
Mstep: Class 22 contains 154810 members 
Mstep: Class 23 contains 5826 members 
Mstep: Class 24 contains 29039 members 
Mstep: Class 25 contains 30876 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16899 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998640.000000 Penalty: 102638.695312
Iteration 139Q: 32 clusters Score -7.799864e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54788 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 102938 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 11595 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 25606 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69678 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54146 members 
Mstep: Class 21 contains 4488 members 
Mstep: Class 22 contains 154821 members 
Mstep: Class 23 contains 5828 members 
Mstep: Class 24 contains 29047 members 
Mstep: Class 25 contains 30876 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16902 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998600.000000 Penalty: 102638.695312
Iteration 140F: 32 clusters Score -7.79986e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54785 members 
Mstep: Class 3 contains 7854 members 
Mstep: Class 4 contains 102941 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25610 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69677 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54152 members 
Mstep: Class 21 contains 4486 members 
Mstep: Class 22 contains 154824 members 
Mstep: Class 23 contains 5831 members 
Mstep: Class 24 contains 29050 members 
Mstep: Class 25 contains 30877 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16903 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998576.000000 Penalty: 102638.695312
Iteration 141Q: 32 clusters Score -7.799858e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54783 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 102937 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25613 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69676 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54160 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 154825 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29051 members 
Mstep: Class 25 contains 30877 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16912 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998568.000000 Penalty: 102638.695312
Iteration 142Q: 32 clusters Score -7.799857e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54780 members 
Mstep: Class 3 contains 7819 members 
Mstep: Class 4 contains 102948 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25610 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69676 members 
Mstep: Class 16 contains 9408 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54161 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 154829 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 29052 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16918 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998568.000000 Penalty: 102638.695312
Iteration 143Q: 32 clusters Score -7.799857e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7804 members 
Mstep: Class 4 contains 102951 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25609 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69676 members 
Mstep: Class 16 contains 9409 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54164 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 154833 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 29051 members 
Mstep: Class 25 contains 30877 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16924 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998624.000000 Penalty: 102638.695312
Iteration 144Q: 32 clusters Score -7.799862e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54782 members 
Mstep: Class 3 contains 7797 members 
Mstep: Class 4 contains 102944 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25613 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3140 members 
Mstep: Class 15 contains 69676 members 
Mstep: Class 16 contains 9409 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54167 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 154838 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 29054 members 
Mstep: Class 25 contains 30876 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16925 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998728.000000 Penalty: 102638.695312
Iteration 145Q: 32 clusters Score -7.799873e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54782 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 102940 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25613 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3140 members 
Mstep: Class 15 contains 69673 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54169 members 
Mstep: Class 21 contains 4467 members 
Mstep: Class 22 contains 154845 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 29051 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16929 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998640.000000 Penalty: 102638.695312
Iteration 146Q: 32 clusters Score -7.799864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54783 members 
Mstep: Class 3 contains 7781 members 
Mstep: Class 4 contains 102942 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25609 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 69671 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54170 members 
Mstep: Class 21 contains 4464 members 
Mstep: Class 22 contains 154852 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 29049 members 
Mstep: Class 25 contains 30879 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16932 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998536.000000 Penalty: 102638.695312
Iteration 147Q: 32 clusters Score -7.799854e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54781 members 
Mstep: Class 3 contains 7770 members 
Mstep: Class 4 contains 102939 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25606 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3138 members 
Mstep: Class 15 contains 69672 members 
Mstep: Class 16 contains 9409 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54169 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 154859 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29052 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16934 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998512.000000 Penalty: 102638.695312
Iteration 148Q: 32 clusters Score -7.799851e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7761 members 
Mstep: Class 4 contains 102943 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25602 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3137 members 
Mstep: Class 15 contains 69672 members 
Mstep: Class 16 contains 9410 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54170 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 154868 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29055 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16932 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998488.000000 Penalty: 102638.695312
Iteration 149Q: 32 clusters Score -7.799849e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7754 members 
Mstep: Class 4 contains 102943 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25600 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3135 members 
Mstep: Class 15 contains 69674 members 
Mstep: Class 16 contains 9412 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54170 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 154871 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29056 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 847 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16933 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998536.000000 Penalty: 102638.695312
Iteration 150Q: 32 clusters Score -7.799854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7750 members 
Mstep: Class 4 contains 102941 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25597 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3132 members 
Mstep: Class 15 contains 69674 members 
Mstep: Class 16 contains 9415 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54170 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 154873 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29059 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16934 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998504.000000 Penalty: 102638.695312
Iteration 151Q: 32 clusters Score -7.79985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 102937 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25595 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3130 members 
Mstep: Class 15 contains 69672 members 
Mstep: Class 16 contains 9416 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54169 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 154877 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29063 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16935 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998560.000000 Penalty: 102638.695312
Iteration 152Q: 32 clusters Score -7.799856e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 102936 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25593 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 69671 members 
Mstep: Class 16 contains 9417 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54169 members 
Mstep: Class 21 contains 4464 members 
Mstep: Class 22 contains 154880 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29065 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16936 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998552.000000 Penalty: 102638.695312
Iteration 153Q: 32 clusters Score -7.799855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7746 members 
Mstep: Class 4 contains 102931 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25594 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69669 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54169 members 
Mstep: Class 21 contains 4465 members 
Mstep: Class 22 contains 154881 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29069 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998528.000000 Penalty: 102638.695312
Iteration 154Q: 32 clusters Score -7.799853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54778 members 
Mstep: Class 3 contains 7745 members 
Mstep: Class 4 contains 102929 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3515 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25589 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69668 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54168 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 154887 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29074 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998528.000000 Penalty: 102638.695312
Iteration 155Q: 32 clusters Score -7.799853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7744 members 
Mstep: Class 4 contains 102928 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25585 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69666 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54168 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 154891 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29078 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998560.000000 Penalty: 102638.695312
Iteration 156Q: 32 clusters Score -7.799856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102925 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3519 members 
Mstep: Class 7 contains 11569 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25585 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69664 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54168 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 154892 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 29082 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998600.000000 Penalty: 102638.695312
Iteration 157Q: 32 clusters Score -7.79986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102921 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3519 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25585 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69664 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54167 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 154892 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 29088 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998608.000000 Penalty: 102638.695312
Iteration 158Q: 32 clusters Score -7.799861e+07 nChanged 9
Entering ConstructFrom: 
Score: -77998608.000000 Penalty: 102638.695312
Entering ConstructFrom: 
Trying to split cluster 1 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -750053.062500 Penalty: 2153.563721
	Iteration 0F: 2 clusters Score -750053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -745015.312500 Penalty: 4307.127441
	Iteration 0F: 3 clusters Score -745015.3 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -746364.625000 Penalty: 4307.127441
	Iteration 1F: 3 clusters Score -746364.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -746666.625000 Penalty: 4307.127441
	Iteration 2F: 3 clusters Score -746666.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -746843.875000 Penalty: 4307.127441
	Iteration 3F: 3 clusters Score -746843.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -746964.875000 Penalty: 4307.127441
	Iteration 4Q: 3 clusters Score -746964.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -747051.375000 Penalty: 4307.127441
	Iteration 5Q: 3 clusters Score -747051.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -747136.250000 Penalty: 4307.127441
	Iteration 6Q: 3 clusters Score -747136.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -747214.625000 Penalty: 4307.127441
	Iteration 7Q: 3 clusters Score -747214.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -747299.125000 Penalty: 4307.127441
	Iteration 8Q: 3 clusters Score -747299.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -747390.312500 Penalty: 4307.127441
	Iteration 9Q: 3 clusters Score -747390.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -747491.562500 Penalty: 4307.127441
	Iteration 10Q: 3 clusters Score -747491.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -747584.937500 Penalty: 4307.127441
	Iteration 11Q: 3 clusters Score -747584.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -747667.375000 Penalty: 4307.127441
	Iteration 12Q: 3 clusters Score -747667.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -747755.000000 Penalty: 4307.127441
	Iteration 13Q: 3 clusters Score -747755 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -747817.250000 Penalty: 4307.127441
	Iteration 14Q: 3 clusters Score -747817.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -747859.312500 Penalty: 4307.127441
	Iteration 15Q: 3 clusters Score -747859.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -747895.312500 Penalty: 4307.127441
	Iteration 16Q: 3 clusters Score -747895.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -747923.375000 Penalty: 4307.127441
	Iteration 17Q: 3 clusters Score -747923.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -747952.250000 Penalty: 4307.127441
	Iteration 18Q: 3 clusters Score -747952.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -747977.625000 Penalty: 4307.127441
	Iteration 19Q: 3 clusters Score -747977.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -747999.437500 Penalty: 4307.127441
	Iteration 20F: 3 clusters Score -747999.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -748014.187500 Penalty: 4307.127441
	Iteration 21Q: 3 clusters Score -748014.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -748026.062500 Penalty: 4307.127441
	Iteration 22Q: 3 clusters Score -748026.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -748038.875000 Penalty: 4307.127441
	Iteration 23Q: 3 clusters Score -748038.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -748053.562500 Penalty: 4307.127441
	Iteration 24Q: 3 clusters Score -748053.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -748064.625000 Penalty: 4307.127441
	Iteration 25Q: 3 clusters Score -748064.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -748075.062500 Penalty: 4307.127441
	Iteration 26Q: 3 clusters Score -748075.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -748082.812500 Penalty: 4307.127441
	Iteration 27Q: 3 clusters Score -748082.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -748089.375000 Penalty: 4307.127441
	Iteration 28Q: 3 clusters Score -748089.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -748097.062500 Penalty: 4307.127441
	Iteration 29Q: 3 clusters Score -748097.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -748102.937500 Penalty: 4307.127441
	Iteration 30Q: 3 clusters Score -748102.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -748107.062500 Penalty: 4307.127441
	Iteration 31Q: 3 clusters Score -748107.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -748112.812500 Penalty: 4307.127441
	Iteration 32Q: 3 clusters Score -748112.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -748119.375000 Penalty: 4307.127441
	Iteration 33Q: 3 clusters Score -748119.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -748126.250000 Penalty: 4307.127441
	Iteration 34Q: 3 clusters Score -748126.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -748138.750000 Penalty: 4307.127441
	Iteration 35Q: 3 clusters Score -748138.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -748154.562500 Penalty: 4307.127441
	Iteration 36Q: 3 clusters Score -748154.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -748173.375000 Penalty: 4307.127441
	Iteration 37Q: 3 clusters Score -748173.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -748193.187500 Penalty: 4307.127441
	Iteration 38Q: 3 clusters Score -748193.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -748203.625000 Penalty: 4307.127441
	Iteration 39Q: 3 clusters Score -748203.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -748212.937500 Penalty: 4307.127441
	Iteration 40F: 3 clusters Score -748212.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -748217.000000 Penalty: 4307.127441
	Iteration 41Q: 3 clusters Score -748217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -748219.312500 Penalty: 4307.127441
	Iteration 42Q: 3 clusters Score -748219.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -748221.687500 Penalty: 4307.127441
	Iteration 43Q: 3 clusters Score -748221.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -748224.562500 Penalty: 4307.127441
	Iteration 44Q: 3 clusters Score -748224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -748228.937500 Penalty: 4307.127441
	Iteration 45Q: 3 clusters Score -748228.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -748233.187500 Penalty: 4307.127441
	Iteration 46Q: 3 clusters Score -748233.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -748236.937500 Penalty: 4307.127441
	Iteration 47Q: 3 clusters Score -748236.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -748239.750000 Penalty: 4307.127441
	Iteration 48Q: 3 clusters Score -748239.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -748243.375000 Penalty: 4307.127441
	Iteration 49Q: 3 clusters Score -748243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -748245.937500 Penalty: 4307.127441
	Iteration 50Q: 3 clusters Score -748245.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -748247.687500 Penalty: 4307.127441
	Iteration 51Q: 3 clusters Score -748247.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -748247.875000 Penalty: 4307.127441
	Iteration 52Q: 3 clusters Score -748247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -748252.250000 Penalty: 4307.127441
	Iteration 53Q: 3 clusters Score -748252.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -748254.250000 Penalty: 4307.127441
	Iteration 54Q: 3 clusters Score -748254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -748259.312500 Penalty: 4307.127441
	Iteration 55Q: 3 clusters Score -748259.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -748262.375000 Penalty: 4307.127441
	Iteration 56Q: 3 clusters Score -748262.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -748267.812500 Penalty: 4307.127441
	Iteration 57Q: 3 clusters Score -748267.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -748270.437500 Penalty: 4307.127441
	Iteration 58Q: 3 clusters Score -748270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -748271.312500 Penalty: 4307.127441
	Iteration 59Q: 3 clusters Score -748271.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -748275.875000 Penalty: 4307.127441
	Iteration 60F: 3 clusters Score -748275.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -748279.562500 Penalty: 4307.127441
	Iteration 61Q: 3 clusters Score -748279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -748280.625000 Penalty: 4307.127441
	Iteration 62Q: 3 clusters Score -748280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -748280.625000 Penalty: 4307.127441
	Iteration 63F: 3 clusters Score -748280.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Entering Unmasked Estep 
Score: -6948253.500000 Penalty: 2705.943359
	Iteration 0F: 2 clusters Score -6948254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -6911596.000000 Penalty: 5411.886719
	Iteration 0F: 3 clusters Score -6911596 nChanged 25228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -6925746.500000 Penalty: 5411.886719
	Iteration 1F: 3 clusters Score -6925746 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -6926620.500000 Penalty: 5411.886719
	Iteration 2Q: 3 clusters Score -6926620 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -6927709.500000 Penalty: 5411.886719
	Iteration 3Q: 3 clusters Score -6927710 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -6929087.500000 Penalty: 5411.886719
	Iteration 4F: 3 clusters Score -6929088 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -6930749.000000 Penalty: 5411.886719
	Iteration 5F: 3 clusters Score -6930749 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -6933011.500000 Penalty: 5411.886719
	Iteration 6F: 3 clusters Score -6933012 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -6935809.000000 Penalty: 5411.886719
	Iteration 7F: 3 clusters Score -6935809 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -6938727.000000 Penalty: 5411.886719
	Iteration 8F: 3 clusters Score -6938727 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -6941274.500000 Penalty: 5411.886719
	Iteration 9Q: 3 clusters Score -6941274 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -6943019.500000 Penalty: 5411.886719
	Iteration 10Q: 3 clusters Score -6943020 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -6943938.500000 Penalty: 5411.886719
	Iteration 11Q: 3 clusters Score -6943938 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -6944554.000000 Penalty: 5411.886719
	Iteration 12Q: 3 clusters Score -6944554 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -6944971.000000 Penalty: 5411.886719
	Iteration 13Q: 3 clusters Score -6944971 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -6945227.000000 Penalty: 5411.886719
	Iteration 14Q: 3 clusters Score -6945227 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -6945464.000000 Penalty: 5411.886719
	Iteration 15Q: 3 clusters Score -6945464 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6945628.000000 Penalty: 5411.886719
	Iteration 16Q: 3 clusters Score -6945628 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6945735.500000 Penalty: 5411.886719
	Iteration 17Q: 3 clusters Score -6945736 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -6945837.000000 Penalty: 5411.886719
	Iteration 18Q: 3 clusters Score -6945837 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6945930.000000 Penalty: 5411.886719
	Iteration 19Q: 3 clusters Score -6945930 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6946003.000000 Penalty: 5411.886719
	Iteration 20F: 3 clusters Score -6946003 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6946085.000000 Penalty: 5411.886719
	Iteration 21Q: 3 clusters Score -6946085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6946144.000000 Penalty: 5411.886719
	Iteration 22Q: 3 clusters Score -6946144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6946181.000000 Penalty: 5411.886719
	Iteration 23Q: 3 clusters Score -6946181 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6946225.000000 Penalty: 5411.886719
	Iteration 24Q: 3 clusters Score -6946225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6946248.500000 Penalty: 5411.886719
	Iteration 25Q: 3 clusters Score -6946248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6946299.500000 Penalty: 5411.886719
	Iteration 26Q: 3 clusters Score -6946300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6946346.000000 Penalty: 5411.886719
	Iteration 27Q: 3 clusters Score -6946346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6946361.000000 Penalty: 5411.886719
	Iteration 28Q: 3 clusters Score -6946361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6946402.000000 Penalty: 5411.886719
	Iteration 29Q: 3 clusters Score -6946402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6946426.000000 Penalty: 5411.886719
	Iteration 30Q: 3 clusters Score -6946426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6946438.000000 Penalty: 5411.886719
	Iteration 31Q: 3 clusters Score -6946438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6946454.000000 Penalty: 5411.886719
	Iteration 32Q: 3 clusters Score -6946454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6946471.500000 Penalty: 5411.886719
	Iteration 33Q: 3 clusters Score -6946472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6946496.500000 Penalty: 5411.886719
	Iteration 34Q: 3 clusters Score -6946496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6946505.000000 Penalty: 5411.886719
	Iteration 35Q: 3 clusters Score -6946505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6946515.500000 Penalty: 5411.886719
	Iteration 36Q: 3 clusters Score -6946516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6946525.000000 Penalty: 5411.886719
	Iteration 37Q: 3 clusters Score -6946525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6946549.000000 Penalty: 5411.886719
	Iteration 38Q: 3 clusters Score -6946549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6946545.500000 Penalty: 5411.886719
	Iteration 39Q: 3 clusters Score -6946546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6946561.500000 Penalty: 5411.886719
	Iteration 40F: 3 clusters Score -6946562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6946566.500000 Penalty: 5411.886719
	Iteration 41Q: 3 clusters Score -6946566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6946565.000000 Penalty: 5411.886719
	Iteration 42Q: 3 clusters Score -6946565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6946561.500000 Penalty: 5411.886719
	Iteration 43Q: 3 clusters Score -6946562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6946568.000000 Penalty: 5411.886719
	Iteration 44Q: 3 clusters Score -6946568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6946579.500000 Penalty: 5411.886719
	Iteration 45Q: 3 clusters Score -6946580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6946569.500000 Penalty: 5411.886719
	Iteration 46Q: 3 clusters Score -6946570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6946573.000000 Penalty: 5411.886719
	Iteration 47Q: 3 clusters Score -6946573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6946574.000000 Penalty: 5411.886719
	Iteration 48Q: 3 clusters Score -6946574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6946581.000000 Penalty: 5411.886719
	Iteration 49Q: 3 clusters Score -6946581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6946575.000000 Penalty: 5411.886719
	Iteration 50Q: 3 clusters Score -6946575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6946574.500000 Penalty: 5411.886719
	Iteration 51Q: 3 clusters Score -6946574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6946576.500000 Penalty: 5411.886719
	Iteration 52Q: 3 clusters Score -6946576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6946572.000000 Penalty: 5411.886719
	Iteration 53Q: 3 clusters Score -6946572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6946583.000000 Penalty: 5411.886719
	Iteration 54Q: 3 clusters Score -6946583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6946580.000000 Penalty: 5411.886719
	Iteration 55Q: 3 clusters Score -6946580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6946590.500000 Penalty: 5411.886719
	Iteration 56Q: 3 clusters Score -6946590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6946584.000000 Penalty: 5411.886719
	Iteration 57Q: 3 clusters Score -6946584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6946584.000000 Penalty: 5411.886719
	Iteration 58Q: 3 clusters Score -6946584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6946576.500000 Penalty: 5411.886719
	Iteration 59Q: 3 clusters Score -6946576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6946580.000000 Penalty: 5411.886719
	Iteration 60F: 3 clusters Score -6946580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6946577.500000 Penalty: 5411.886719
	Iteration 61Q: 3 clusters Score -6946578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6946571.000000 Penalty: 5411.886719
	Iteration 62Q: 3 clusters Score -6946571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6946574.500000 Penalty: 5411.886719
	Iteration 63Q: 3 clusters Score -6946574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6946575.000000 Penalty: 5411.886719
	Iteration 64Q: 3 clusters Score -6946575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6946574.500000 Penalty: 5411.886719
	Iteration 65Q: 3 clusters Score -6946574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6946582.000000 Penalty: 5411.886719
	Iteration 66Q: 3 clusters Score -6946582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6946581.500000 Penalty: 5411.886719
	Iteration 67Q: 3 clusters Score -6946582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6946589.500000 Penalty: 5411.886719
	Iteration 68Q: 3 clusters Score -6946590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6946590.500000 Penalty: 5411.886719
	Iteration 69Q: 3 clusters Score -6946590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6946595.500000 Penalty: 5411.886719
	Iteration 70Q: 3 clusters Score -6946596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6946595.500000 Penalty: 5411.886719
	Iteration 71F: 3 clusters Score -6946596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Entering Unmasked Estep 
Score: -1048979.750000 Penalty: 2220.727051
	Iteration 0F: 2 clusters Score -1048980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1042674.437500 Penalty: 4441.454102
	Iteration 0F: 3 clusters Score -1042674 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1044359.000000 Penalty: 4441.454102
	Iteration 1F: 3 clusters Score -1044359 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1044590.312500 Penalty: 4441.454102
	Iteration 2F: 3 clusters Score -1044590 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1044734.375000 Penalty: 4441.454102
	Iteration 3Q: 3 clusters Score -1044734 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1044821.687500 Penalty: 4441.454102
	Iteration 4Q: 3 clusters Score -1044822 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1044876.937500 Penalty: 4441.454102
	Iteration 5Q: 3 clusters Score -1044877 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1044920.187500 Penalty: 4441.454102
	Iteration 6Q: 3 clusters Score -1044920 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1044954.375000 Penalty: 4441.454102
	Iteration 7Q: 3 clusters Score -1044954 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1044983.937500 Penalty: 4441.454102
	Iteration 8Q: 3 clusters Score -1044984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1045001.375000 Penalty: 4441.454102
	Iteration 9Q: 3 clusters Score -1045001 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1045015.312500 Penalty: 4441.454102
	Iteration 10Q: 3 clusters Score -1045015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1045027.437500 Penalty: 4441.454102
	Iteration 11Q: 3 clusters Score -1045027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1045037.562500 Penalty: 4441.454102
	Iteration 12Q: 3 clusters Score -1045038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1045047.750000 Penalty: 4441.454102
	Iteration 13Q: 3 clusters Score -1045048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1045056.312500 Penalty: 4441.454102
	Iteration 14Q: 3 clusters Score -1045056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1045060.750000 Penalty: 4441.454102
	Iteration 15Q: 3 clusters Score -1045061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1045066.062500 Penalty: 4441.454102
	Iteration 16Q: 3 clusters Score -1045066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1045071.875000 Penalty: 4441.454102
	Iteration 17Q: 3 clusters Score -1045072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1045076.625000 Penalty: 4441.454102
	Iteration 18Q: 3 clusters Score -1045077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1045083.562500 Penalty: 4441.454102
	Iteration 19Q: 3 clusters Score -1045084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1045082.750000 Penalty: 4441.454102
	Iteration 20F: 3 clusters Score -1045083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1045088.062500 Penalty: 4441.454102
	Iteration 21Q: 3 clusters Score -1045088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1045089.312500 Penalty: 4441.454102
	Iteration 22Q: 3 clusters Score -1045089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1045091.375000 Penalty: 4441.454102
	Iteration 23Q: 3 clusters Score -1045091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1045092.250000 Penalty: 4441.454102
	Iteration 24Q: 3 clusters Score -1045092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1045095.750000 Penalty: 4441.454102
	Iteration 25Q: 3 clusters Score -1045096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1045099.937500 Penalty: 4441.454102
	Iteration 26Q: 3 clusters Score -1045100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1045099.312500 Penalty: 4441.454102
	Iteration 27Q: 3 clusters Score -1045099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1045104.875000 Penalty: 4441.454102
	Iteration 28Q: 3 clusters Score -1045105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1045107.687500 Penalty: 4441.454102
	Iteration 29Q: 3 clusters Score -1045108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1045111.750000 Penalty: 4441.454102
	Iteration 30Q: 3 clusters Score -1045112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1045112.812500 Penalty: 4441.454102
	Iteration 31Q: 3 clusters Score -1045113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1045112.187500 Penalty: 4441.454102
	Iteration 32Q: 3 clusters Score -1045112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1045115.687500 Penalty: 4441.454102
	Iteration 33Q: 3 clusters Score -1045116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1045119.750000 Penalty: 4441.454102
	Iteration 34Q: 3 clusters Score -1045120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1045125.437500 Penalty: 4441.454102
	Iteration 35Q: 3 clusters Score -1045125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1045131.125000 Penalty: 4441.454102
	Iteration 36Q: 3 clusters Score -1045131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1045137.250000 Penalty: 4441.454102
	Iteration 37Q: 3 clusters Score -1045137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1045140.812500 Penalty: 4441.454102
	Iteration 38Q: 3 clusters Score -1045141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1045143.437500 Penalty: 4441.454102
	Iteration 39Q: 3 clusters Score -1045143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1045149.687500 Penalty: 4441.454102
	Iteration 40F: 3 clusters Score -1045150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1045156.125000 Penalty: 4441.454102
	Iteration 41Q: 3 clusters Score -1045156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1045161.312500 Penalty: 4441.454102
	Iteration 42Q: 3 clusters Score -1045161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1045162.625000 Penalty: 4441.454102
	Iteration 43Q: 3 clusters Score -1045163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1045170.000000 Penalty: 4441.454102
	Iteration 44Q: 3 clusters Score -1045170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1045172.875000 Penalty: 4441.454102
	Iteration 45Q: 3 clusters Score -1045173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1045178.125000 Penalty: 4441.454102
	Iteration 46Q: 3 clusters Score -1045178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1045180.437500 Penalty: 4441.454102
	Iteration 47Q: 3 clusters Score -1045180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1045184.250000 Penalty: 4441.454102
	Iteration 48Q: 3 clusters Score -1045184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1045187.937500 Penalty: 4441.454102
	Iteration 49Q: 3 clusters Score -1045188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1045193.187500 Penalty: 4441.454102
	Iteration 50Q: 3 clusters Score -1045193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1045198.625000 Penalty: 4441.454102
	Iteration 51Q: 3 clusters Score -1045199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1045202.000000 Penalty: 4441.454102
	Iteration 52Q: 3 clusters Score -1045202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1045204.250000 Penalty: 4441.454102
	Iteration 53Q: 3 clusters Score -1045204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1045208.312500 Penalty: 4441.454102
	Iteration 54Q: 3 clusters Score -1045208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1045209.562500 Penalty: 4441.454102
	Iteration 55Q: 3 clusters Score -1045210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1045214.125000 Penalty: 4441.454102
	Iteration 56Q: 3 clusters Score -1045214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1045215.375000 Penalty: 4441.454102
	Iteration 57Q: 3 clusters Score -1045215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1045221.625000 Penalty: 4441.454102
	Iteration 58Q: 3 clusters Score -1045222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1045225.312500 Penalty: 4441.454102
	Iteration 59Q: 3 clusters Score -1045225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1045229.000000 Penalty: 4441.454102
	Iteration 60F: 3 clusters Score -1045229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1045234.000000 Penalty: 4441.454102
	Iteration 61Q: 3 clusters Score -1045234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1045241.625000 Penalty: 4441.454102
	Iteration 62Q: 3 clusters Score -1045242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1045246.062500 Penalty: 4441.454102
	Iteration 63Q: 3 clusters Score -1045246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1045249.937500 Penalty: 4441.454102
	Iteration 64Q: 3 clusters Score -1045250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1045257.625000 Penalty: 4441.454102
	Iteration 65Q: 3 clusters Score -1045258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1045265.062500 Penalty: 4441.454102
	Iteration 66Q: 3 clusters Score -1045265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1045275.125000 Penalty: 4441.454102
	Iteration 67Q: 3 clusters Score -1045275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1045285.625000 Penalty: 4441.454102
	Iteration 68Q: 3 clusters Score -1045286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1045297.625000 Penalty: 4441.454102
	Iteration 69Q: 3 clusters Score -1045298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1045304.812500 Penalty: 4441.454102
	Iteration 70Q: 3 clusters Score -1045305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1045315.312500 Penalty: 4441.454102
	Iteration 71Q: 3 clusters Score -1045315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1045323.125000 Penalty: 4441.454102
	Iteration 72Q: 3 clusters Score -1045323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1045337.875000 Penalty: 4441.454102
	Iteration 73Q: 3 clusters Score -1045338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1045350.125000 Penalty: 4441.454102
	Iteration 74Q: 3 clusters Score -1045350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1045367.125000 Penalty: 4441.454102
	Iteration 75Q: 3 clusters Score -1045367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1045385.750000 Penalty: 4441.454102
	Iteration 76Q: 3 clusters Score -1045386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1045411.750000 Penalty: 4441.454102
	Iteration 77Q: 3 clusters Score -1045412 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1045445.937500 Penalty: 4441.454102
	Iteration 78Q: 3 clusters Score -1045446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1045488.937500 Penalty: 4441.454102
	Iteration 79Q: 3 clusters Score -1045489 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1045526.625000 Penalty: 4441.454102
	Iteration 80F: 3 clusters Score -1045527 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1045571.812500 Penalty: 4441.454102
	Iteration 81Q: 3 clusters Score -1045572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1045626.562500 Penalty: 4441.454102
	Iteration 82Q: 3 clusters Score -1045627 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1045700.125000 Penalty: 4441.454102
	Iteration 83Q: 3 clusters Score -1045700 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1045780.250000 Penalty: 4441.454102
	Iteration 84Q: 3 clusters Score -1045780 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1045844.500000 Penalty: 4441.454102
	Iteration 85Q: 3 clusters Score -1045844 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1045909.750000 Penalty: 4441.454102
	Iteration 86Q: 3 clusters Score -1045910 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1045969.187500 Penalty: 4441.454102
	Iteration 87Q: 3 clusters Score -1045969 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1046030.687500 Penalty: 4441.454102
	Iteration 88Q: 3 clusters Score -1046031 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1046098.625000 Penalty: 4441.454102
	Iteration 89Q: 3 clusters Score -1046099 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1046167.625000 Penalty: 4441.454102
	Iteration 90Q: 3 clusters Score -1046168 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1046251.562500 Penalty: 4441.454102
	Iteration 91Q: 3 clusters Score -1046252 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1046318.250000 Penalty: 4441.454102
	Iteration 92Q: 3 clusters Score -1046318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1046384.375000 Penalty: 4441.454102
	Iteration 93Q: 3 clusters Score -1046384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1046468.687500 Penalty: 4441.454102
	Iteration 94Q: 3 clusters Score -1046469 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1046533.687500 Penalty: 4441.454102
	Iteration 95Q: 3 clusters Score -1046534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1046588.875000 Penalty: 4441.454102
	Iteration 96Q: 3 clusters Score -1046589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1046638.000000 Penalty: 4441.454102
	Iteration 97Q: 3 clusters Score -1046638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1046677.875000 Penalty: 4441.454102
	Iteration 98Q: 3 clusters Score -1046678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1046713.812500 Penalty: 4441.454102
	Iteration 99Q: 3 clusters Score -1046714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1046752.437500 Penalty: 4441.454102
	Iteration 100F: 3 clusters Score -1046752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1046787.187500 Penalty: 4441.454102
	Iteration 101Q: 3 clusters Score -1046787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1046816.750000 Penalty: 4441.454102
	Iteration 102Q: 3 clusters Score -1046817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1046844.375000 Penalty: 4441.454102
	Iteration 103Q: 3 clusters Score -1046844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1046871.187500 Penalty: 4441.454102
	Iteration 104Q: 3 clusters Score -1046871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1046889.312500 Penalty: 4441.454102
	Iteration 105Q: 3 clusters Score -1046889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1046899.250000 Penalty: 4441.454102
	Iteration 106Q: 3 clusters Score -1046899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1046908.500000 Penalty: 4441.454102
	Iteration 107Q: 3 clusters Score -1046908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1046921.687500 Penalty: 4441.454102
	Iteration 108Q: 3 clusters Score -1046922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1046934.062500 Penalty: 4441.454102
	Iteration 109Q: 3 clusters Score -1046934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1046945.875000 Penalty: 4441.454102
	Iteration 110Q: 3 clusters Score -1046946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1046958.375000 Penalty: 4441.454102
	Iteration 111Q: 3 clusters Score -1046958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1046969.750000 Penalty: 4441.454102
	Iteration 112Q: 3 clusters Score -1046970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1046979.000000 Penalty: 4441.454102
	Iteration 113Q: 3 clusters Score -1046979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1046985.062500 Penalty: 4441.454102
	Iteration 114Q: 3 clusters Score -1046985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1046993.937500 Penalty: 4441.454102
	Iteration 115Q: 3 clusters Score -1046994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1047000.437500 Penalty: 4441.454102
	Iteration 116Q: 3 clusters Score -1047000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1047007.250000 Penalty: 4441.454102
	Iteration 117Q: 3 clusters Score -1047007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1047016.687500 Penalty: 4441.454102
	Iteration 118Q: 3 clusters Score -1047017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1047024.375000 Penalty: 4441.454102
	Iteration 119Q: 3 clusters Score -1047024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1047031.750000 Penalty: 4441.454102
	Iteration 120F: 3 clusters Score -1047032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1047035.125000 Penalty: 4441.454102
	Iteration 121Q: 3 clusters Score -1047035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1047046.500000 Penalty: 4441.454102
	Iteration 122Q: 3 clusters Score -1047046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1047052.312500 Penalty: 4441.454102
	Iteration 123Q: 3 clusters Score -1047052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1047056.000000 Penalty: 4441.454102
	Iteration 124Q: 3 clusters Score -1047056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1047058.187500 Penalty: 4441.454102
	Iteration 125Q: 3 clusters Score -1047058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1047059.187500 Penalty: 4441.454102
	Iteration 126Q: 3 clusters Score -1047059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1047059.187500 Penalty: 4441.454102
	Iteration 127F: 3 clusters Score -1047059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Entering Unmasked Estep 
Score: -13019781.000000 Penalty: 2862.338623
	Iteration 0F: 2 clusters Score -1.301978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -12950767.000000 Penalty: 5724.677246
	Iteration 0F: 3 clusters Score -1.295077e+07 nChanged 48745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -12978883.000000 Penalty: 5724.677246
	Iteration 1F: 3 clusters Score -1.297888e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -12980069.000000 Penalty: 5724.677246
	Iteration 2Q: 3 clusters Score -1.298007e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -12981918.000000 Penalty: 5724.677246
	Iteration 3Q: 3 clusters Score -1.298192e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -12985032.000000 Penalty: 5724.677246
	Iteration 4F: 3 clusters Score -1.298503e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -12990500.000000 Penalty: 5724.677246
	Iteration 5F: 3 clusters Score -1.29905e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -12998807.000000 Penalty: 5724.677246
	Iteration 6F: 3 clusters Score -1.299881e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -13007177.000000 Penalty: 5724.677246
	Iteration 7F: 3 clusters Score -1.300718e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97614 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -13012760.000000 Penalty: 5724.677246
	Iteration 8F: 3 clusters Score -1.301276e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -13015415.000000 Penalty: 5724.677246
	Iteration 9Q: 3 clusters Score -1.301542e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13016465.000000 Penalty: 5724.677246
	Iteration 10Q: 3 clusters Score -1.301646e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13016909.000000 Penalty: 5724.677246
	Iteration 11Q: 3 clusters Score -1.301691e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13017086.000000 Penalty: 5724.677246
	Iteration 12Q: 3 clusters Score -1.301709e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13017166.000000 Penalty: 5724.677246
	Iteration 13Q: 3 clusters Score -1.301717e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13017213.000000 Penalty: 5724.677246
	Iteration 14Q: 3 clusters Score -1.301721e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -13017236.000000 Penalty: 5724.677246
	Iteration 15Q: 3 clusters Score -1.301724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102548 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -13017265.000000 Penalty: 5724.677246
	Iteration 16Q: 3 clusters Score -1.301726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13017274.000000 Penalty: 5724.677246
	Iteration 17Q: 3 clusters Score -1.301727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102569 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -13017301.000000 Penalty: 5724.677246
	Iteration 18Q: 3 clusters Score -1.30173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13017313.000000 Penalty: 5724.677246
	Iteration 19Q: 3 clusters Score -1.301731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13017323.000000 Penalty: 5724.677246
	Iteration 20F: 3 clusters Score -1.301732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13017339.000000 Penalty: 5724.677246
	Iteration 21Q: 3 clusters Score -1.301734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13017358.000000 Penalty: 5724.677246
	Iteration 22Q: 3 clusters Score -1.301736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13017355.000000 Penalty: 5724.677246
	Iteration 23Q: 3 clusters Score -1.301736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13017357.000000 Penalty: 5724.677246
	Iteration 24Q: 3 clusters Score -1.301736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13017352.000000 Penalty: 5724.677246
	Iteration 25Q: 3 clusters Score -1.301735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13017346.000000 Penalty: 5724.677246
	Iteration 26Q: 3 clusters Score -1.301735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13017356.000000 Penalty: 5724.677246
	Iteration 27Q: 3 clusters Score -1.301736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13017367.000000 Penalty: 5724.677246
	Iteration 28Q: 3 clusters Score -1.301737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13017367.000000 Penalty: 5724.677246
	Iteration 29F: 3 clusters Score -1.301737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -652196.062500 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -652196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -647593.562500 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -647593.6 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -648846.812500 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -648846.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -649286.187500 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -649286.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -649700.875000 Penalty: 4233.474121
	Iteration 3F: 3 clusters Score -649700.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -650100.250000 Penalty: 4233.474121
	Iteration 4F: 3 clusters Score -650100.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -650385.125000 Penalty: 4233.474121
	Iteration 5F: 3 clusters Score -650385.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -650587.437500 Penalty: 4233.474121
	Iteration 6F: 3 clusters Score -650587.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -650729.875000 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -650729.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -650822.187500 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -650822.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -650876.375000 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -650876.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -650918.562500 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -650918.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -650949.937500 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -650949.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -650975.812500 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -650975.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -650994.062500 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -650994.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -651008.687500 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -651008.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -651023.375000 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -651023.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -651034.937500 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -651034.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -651047.625000 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -651047.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -651055.500000 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -651055.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -651063.187500 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -651063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -651065.062500 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -651065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -651069.250000 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -651069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -651070.562500 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -651070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -651070.437500 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -651070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -651071.125000 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -651071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -651071.687500 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -651071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -651072.937500 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -651072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -651074.875000 Penalty: 4233.474121
	Iteration 27Q: 3 clusters Score -651074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -651076.000000 Penalty: 4233.474121
	Iteration 28Q: 3 clusters Score -651076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -651078.437500 Penalty: 4233.474121
	Iteration 29Q: 3 clusters Score -651078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -651079.062500 Penalty: 4233.474121
	Iteration 30Q: 3 clusters Score -651079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -651079.687500 Penalty: 4233.474121
	Iteration 31Q: 3 clusters Score -651079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -651079.187500 Penalty: 4233.474121
	Iteration 32Q: 3 clusters Score -651079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -651079.187500 Penalty: 4233.474121
	Iteration 33F: 3 clusters Score -651079.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -417870.218750 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -417870.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -414309.781250 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -414309.8 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -415154.125000 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -415154.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -415369.656250 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -415369.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -415516.437500 Penalty: 4050.443115
	Iteration 3F: 3 clusters Score -415516.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -415611.531250 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -415611.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -415697.281250 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -415697.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -415774.156250 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -415774.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -415855.312500 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -415855.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -415950.187500 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -415950.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -416069.125000 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -416069.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -416182.468750 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -416182.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -416297.843750 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -416297.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -416408.562500 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -416408.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -416518.062500 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -416518.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -416592.125000 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -416592.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -416647.187500 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -416647.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -416688.437500 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -416688.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -416715.468750 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -416715.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -416738.093750 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -416738.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -416757.468750 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -416757.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -416766.531250 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -416766.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -416774.250000 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -416774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -416781.375000 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -416781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -416787.062500 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -416787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -416793.781250 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -416793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -416799.812500 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -416799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -416803.593750 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -416803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -416803.593750 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -416803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -416804.218750 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -416804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -416804.218750 Penalty: 4050.443115
	Iteration 29F: 3 clusters Score -416804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Entering Unmasked Estep 
Score: -1368471.000000 Penalty: 2320.244629
	Iteration 0F: 2 clusters Score -1368471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1359812.000000 Penalty: 4640.489258
	Iteration 0F: 3 clusters Score -1359812 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1362422.125000 Penalty: 4640.489258
	Iteration 1F: 3 clusters Score -1362422 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1362893.125000 Penalty: 4640.489258
	Iteration 2F: 3 clusters Score -1362893 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1363409.750000 Penalty: 4640.489258
	Iteration 3F: 3 clusters Score -1363410 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1364042.250000 Penalty: 4640.489258
	Iteration 4F: 3 clusters Score -1364042 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1364763.625000 Penalty: 4640.489258
	Iteration 5F: 3 clusters Score -1364764 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1365478.750000 Penalty: 4640.489258
	Iteration 6F: 3 clusters Score -1365479 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1366081.875000 Penalty: 4640.489258
	Iteration 7F: 3 clusters Score -1366082 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1366500.000000 Penalty: 4640.489258
	Iteration 8Q: 3 clusters Score -1366500 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1366749.125000 Penalty: 4640.489258
	Iteration 9Q: 3 clusters Score -1366749 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1366906.500000 Penalty: 4640.489258
	Iteration 10Q: 3 clusters Score -1366906 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1367006.750000 Penalty: 4640.489258
	Iteration 11Q: 3 clusters Score -1367007 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1367074.250000 Penalty: 4640.489258
	Iteration 12Q: 3 clusters Score -1367074 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1367136.125000 Penalty: 4640.489258
	Iteration 13Q: 3 clusters Score -1367136 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1367195.250000 Penalty: 4640.489258
	Iteration 14Q: 3 clusters Score -1367195 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1367260.000000 Penalty: 4640.489258
	Iteration 15Q: 3 clusters Score -1367260 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1367317.000000 Penalty: 4640.489258
	Iteration 16Q: 3 clusters Score -1367317 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1367368.125000 Penalty: 4640.489258
	Iteration 17Q: 3 clusters Score -1367368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1367411.250000 Penalty: 4640.489258
	Iteration 18Q: 3 clusters Score -1367411 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1367461.250000 Penalty: 4640.489258
	Iteration 19Q: 3 clusters Score -1367461 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1367503.500000 Penalty: 4640.489258
	Iteration 20F: 3 clusters Score -1367504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1367566.375000 Penalty: 4640.489258
	Iteration 21Q: 3 clusters Score -1367566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1367624.250000 Penalty: 4640.489258
	Iteration 22Q: 3 clusters Score -1367624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1367670.375000 Penalty: 4640.489258
	Iteration 23Q: 3 clusters Score -1367670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1367712.375000 Penalty: 4640.489258
	Iteration 24Q: 3 clusters Score -1367712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1367751.875000 Penalty: 4640.489258
	Iteration 25Q: 3 clusters Score -1367752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1367803.000000 Penalty: 4640.489258
	Iteration 26Q: 3 clusters Score -1367803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1367832.125000 Penalty: 4640.489258
	Iteration 27Q: 3 clusters Score -1367832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1367867.625000 Penalty: 4640.489258
	Iteration 28Q: 3 clusters Score -1367868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1367900.000000 Penalty: 4640.489258
	Iteration 29Q: 3 clusters Score -1367900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1367931.875000 Penalty: 4640.489258
	Iteration 30Q: 3 clusters Score -1367932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1367968.250000 Penalty: 4640.489258
	Iteration 31Q: 3 clusters Score -1367968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1367987.000000 Penalty: 4640.489258
	Iteration 32Q: 3 clusters Score -1367987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1368007.875000 Penalty: 4640.489258
	Iteration 33Q: 3 clusters Score -1368008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1368017.750000 Penalty: 4640.489258
	Iteration 34Q: 3 clusters Score -1368018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1368028.500000 Penalty: 4640.489258
	Iteration 35Q: 3 clusters Score -1368028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1368032.125000 Penalty: 4640.489258
	Iteration 36Q: 3 clusters Score -1368032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1368040.875000 Penalty: 4640.489258
	Iteration 37Q: 3 clusters Score -1368041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1368046.375000 Penalty: 4640.489258
	Iteration 38Q: 3 clusters Score -1368046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1368046.500000 Penalty: 4640.489258
	Iteration 39Q: 3 clusters Score -1368046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1368049.625000 Penalty: 4640.489258
	Iteration 40F: 3 clusters Score -1368050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1368052.875000 Penalty: 4640.489258
	Iteration 41Q: 3 clusters Score -1368053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1368054.250000 Penalty: 4640.489258
	Iteration 42Q: 3 clusters Score -1368054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1368057.125000 Penalty: 4640.489258
	Iteration 43Q: 3 clusters Score -1368057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1368060.125000 Penalty: 4640.489258
	Iteration 44Q: 3 clusters Score -1368060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1368059.500000 Penalty: 4640.489258
	Iteration 45Q: 3 clusters Score -1368060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1368061.250000 Penalty: 4640.489258
	Iteration 46Q: 3 clusters Score -1368061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1368063.500000 Penalty: 4640.489258
	Iteration 47Q: 3 clusters Score -1368064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1368063.250000 Penalty: 4640.489258
	Iteration 48Q: 3 clusters Score -1368063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1368066.750000 Penalty: 4640.489258
	Iteration 49Q: 3 clusters Score -1368067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1368065.875000 Penalty: 4640.489258
	Iteration 50Q: 3 clusters Score -1368066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1368067.750000 Penalty: 4640.489258
	Iteration 51Q: 3 clusters Score -1368068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1368067.750000 Penalty: 4640.489258
	Iteration 52F: 3 clusters Score -1368068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -492202.875000 Penalty: 2056.552002
	Iteration 0F: 2 clusters Score -492202.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -488293.687500 Penalty: 4113.104004
	Iteration 0F: 3 clusters Score -488293.7 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -489097.968750 Penalty: 4113.104004
	Iteration 1F: 3 clusters Score -489098 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -489299.781250 Penalty: 4113.104004
	Iteration 2F: 3 clusters Score -489299.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -489431.250000 Penalty: 4113.104004
	Iteration 3F: 3 clusters Score -489431.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -489532.781250 Penalty: 4113.104004
	Iteration 4Q: 3 clusters Score -489532.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -489627.625000 Penalty: 4113.104004
	Iteration 5Q: 3 clusters Score -489627.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -489687.031250 Penalty: 4113.104004
	Iteration 6Q: 3 clusters Score -489687 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -489738.562500 Penalty: 4113.104004
	Iteration 7Q: 3 clusters Score -489738.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -489785.000000 Penalty: 4113.104004
	Iteration 8Q: 3 clusters Score -489785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -489825.250000 Penalty: 4113.104004
	Iteration 9Q: 3 clusters Score -489825.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -489853.343750 Penalty: 4113.104004
	Iteration 10Q: 3 clusters Score -489853.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -489878.062500 Penalty: 4113.104004
	Iteration 11Q: 3 clusters Score -489878.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -489904.812500 Penalty: 4113.104004
	Iteration 12Q: 3 clusters Score -489904.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -489932.156250 Penalty: 4113.104004
	Iteration 13Q: 3 clusters Score -489932.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -489958.531250 Penalty: 4113.104004
	Iteration 14Q: 3 clusters Score -489958.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -489980.937500 Penalty: 4113.104004
	Iteration 15Q: 3 clusters Score -489980.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -489998.250000 Penalty: 4113.104004
	Iteration 16Q: 3 clusters Score -489998.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -490013.531250 Penalty: 4113.104004
	Iteration 17Q: 3 clusters Score -490013.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -490028.656250 Penalty: 4113.104004
	Iteration 18Q: 3 clusters Score -490028.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -490040.968750 Penalty: 4113.104004
	Iteration 19Q: 3 clusters Score -490041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -490058.562500 Penalty: 4113.104004
	Iteration 20F: 3 clusters Score -490058.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -490070.500000 Penalty: 4113.104004
	Iteration 21Q: 3 clusters Score -490070.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -490081.437500 Penalty: 4113.104004
	Iteration 22Q: 3 clusters Score -490081.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -490092.750000 Penalty: 4113.104004
	Iteration 23Q: 3 clusters Score -490092.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -490109.625000 Penalty: 4113.104004
	Iteration 24Q: 3 clusters Score -490109.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -490131.718750 Penalty: 4113.104004
	Iteration 25Q: 3 clusters Score -490131.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -490160.750000 Penalty: 4113.104004
	Iteration 26Q: 3 clusters Score -490160.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -490195.718750 Penalty: 4113.104004
	Iteration 27Q: 3 clusters Score -490195.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -490243.062500 Penalty: 4113.104004
	Iteration 28Q: 3 clusters Score -490243.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -490322.781250 Penalty: 4113.104004
	Iteration 29Q: 3 clusters Score -490322.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -490390.093750 Penalty: 4113.104004
	Iteration 30Q: 3 clusters Score -490390.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -490445.687500 Penalty: 4113.104004
	Iteration 31Q: 3 clusters Score -490445.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -490481.718750 Penalty: 4113.104004
	Iteration 32Q: 3 clusters Score -490481.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -490509.937500 Penalty: 4113.104004
	Iteration 33Q: 3 clusters Score -490509.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -490533.937500 Penalty: 4113.104004
	Iteration 34Q: 3 clusters Score -490533.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -490552.156250 Penalty: 4113.104004
	Iteration 35Q: 3 clusters Score -490552.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -490570.218750 Penalty: 4113.104004
	Iteration 36Q: 3 clusters Score -490570.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -490582.718750 Penalty: 4113.104004
	Iteration 37Q: 3 clusters Score -490582.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -490591.437500 Penalty: 4113.104004
	Iteration 38Q: 3 clusters Score -490591.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -490600.250000 Penalty: 4113.104004
	Iteration 39Q: 3 clusters Score -490600.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -490609.187500 Penalty: 4113.104004
	Iteration 40F: 3 clusters Score -490609.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -490618.343750 Penalty: 4113.104004
	Iteration 41Q: 3 clusters Score -490618.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -490626.500000 Penalty: 4113.104004
	Iteration 42Q: 3 clusters Score -490626.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -490639.625000 Penalty: 4113.104004
	Iteration 43Q: 3 clusters Score -490639.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -490653.125000 Penalty: 4113.104004
	Iteration 44Q: 3 clusters Score -490653.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -490668.656250 Penalty: 4113.104004
	Iteration 45Q: 3 clusters Score -490668.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -490682.125000 Penalty: 4113.104004
	Iteration 46Q: 3 clusters Score -490682.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -490694.000000 Penalty: 4113.104004
	Iteration 47Q: 3 clusters Score -490694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -490701.406250 Penalty: 4113.104004
	Iteration 48Q: 3 clusters Score -490701.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -490709.281250 Penalty: 4113.104004
	Iteration 49Q: 3 clusters Score -490709.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -490718.062500 Penalty: 4113.104004
	Iteration 50Q: 3 clusters Score -490718.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -490724.812500 Penalty: 4113.104004
	Iteration 51Q: 3 clusters Score -490724.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -490733.062500 Penalty: 4113.104004
	Iteration 52Q: 3 clusters Score -490733.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -490739.375000 Penalty: 4113.104004
	Iteration 53Q: 3 clusters Score -490739.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -490747.281250 Penalty: 4113.104004
	Iteration 54Q: 3 clusters Score -490747.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -490759.625000 Penalty: 4113.104004
	Iteration 55Q: 3 clusters Score -490759.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -490771.468750 Penalty: 4113.104004
	Iteration 56Q: 3 clusters Score -490771.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -490784.343750 Penalty: 4113.104004
	Iteration 57Q: 3 clusters Score -490784.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -490798.718750 Penalty: 4113.104004
	Iteration 58Q: 3 clusters Score -490798.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -490814.593750 Penalty: 4113.104004
	Iteration 59Q: 3 clusters Score -490814.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -490835.593750 Penalty: 4113.104004
	Iteration 60F: 3 clusters Score -490835.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -490856.968750 Penalty: 4113.104004
	Iteration 61Q: 3 clusters Score -490857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -490894.468750 Penalty: 4113.104004
	Iteration 62Q: 3 clusters Score -490894.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -490959.312500 Penalty: 4113.104004
	Iteration 63Q: 3 clusters Score -490959.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -491043.375000 Penalty: 4113.104004
	Iteration 64Q: 3 clusters Score -491043.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -491130.843750 Penalty: 4113.104004
	Iteration 65Q: 3 clusters Score -491130.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -491206.593750 Penalty: 4113.104004
	Iteration 66Q: 3 clusters Score -491206.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -491276.937500 Penalty: 4113.104004
	Iteration 67Q: 3 clusters Score -491276.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -491330.000000 Penalty: 4113.104004
	Iteration 68Q: 3 clusters Score -491330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -491368.906250 Penalty: 4113.104004
	Iteration 69Q: 3 clusters Score -491368.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -491403.843750 Penalty: 4113.104004
	Iteration 70Q: 3 clusters Score -491403.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -491428.625000 Penalty: 4113.104004
	Iteration 71Q: 3 clusters Score -491428.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -491450.468750 Penalty: 4113.104004
	Iteration 72Q: 3 clusters Score -491450.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -491463.000000 Penalty: 4113.104004
	Iteration 73Q: 3 clusters Score -491463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -491473.156250 Penalty: 4113.104004
	Iteration 74Q: 3 clusters Score -491473.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -491484.406250 Penalty: 4113.104004
	Iteration 75Q: 3 clusters Score -491484.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -491492.187500 Penalty: 4113.104004
	Iteration 76Q: 3 clusters Score -491492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -491494.218750 Penalty: 4113.104004
	Iteration 77Q: 3 clusters Score -491494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -491496.875000 Penalty: 4113.104004
	Iteration 78Q: 3 clusters Score -491496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -491498.312500 Penalty: 4113.104004
	Iteration 79Q: 3 clusters Score -491498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -491498.718750 Penalty: 4113.104004
	Iteration 80F: 3 clusters Score -491498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -491500.500000 Penalty: 4113.104004
	Iteration 81Q: 3 clusters Score -491500.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -491502.125000 Penalty: 4113.104004
	Iteration 82Q: 3 clusters Score -491502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -491502.468750 Penalty: 4113.104004
	Iteration 83Q: 3 clusters Score -491502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -491505.093750 Penalty: 4113.104004
	Iteration 84Q: 3 clusters Score -491505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -491504.906250 Penalty: 4113.104004
	Iteration 85Q: 3 clusters Score -491504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -491505.750000 Penalty: 4113.104004
	Iteration 86Q: 3 clusters Score -491505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -491507.125000 Penalty: 4113.104004
	Iteration 87Q: 3 clusters Score -491507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -491507.125000 Penalty: 4113.104004
	Iteration 88Q: 3 clusters Score -491507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -491507.406250 Penalty: 4113.104004
	Iteration 89Q: 3 clusters Score -491507.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -491507.406250 Penalty: 4113.104004
	Iteration 90F: 3 clusters Score -491507.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Entering Unmasked Estep 
Score: -3230279.000000 Penalty: 2517.140869
	Iteration 0F: 2 clusters Score -3230279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3212524.750000 Penalty: 5034.281738
	Iteration 0F: 3 clusters Score -3212525 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3218788.000000 Penalty: 5034.281738
	Iteration 1F: 3 clusters Score -3218788 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3219375.000000 Penalty: 5034.281738
	Iteration 2F: 3 clusters Score -3219375 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3220072.000000 Penalty: 5034.281738
	Iteration 3F: 3 clusters Score -3220072 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3221044.250000 Penalty: 5034.281738
	Iteration 4F: 3 clusters Score -3221044 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3222287.500000 Penalty: 5034.281738
	Iteration 5F: 3 clusters Score -3222288 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3223654.750000 Penalty: 5034.281738
	Iteration 6F: 3 clusters Score -3223655 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3224893.250000 Penalty: 5034.281738
	Iteration 7F: 3 clusters Score -3224893 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3225839.500000 Penalty: 5034.281738
	Iteration 8F: 3 clusters Score -3225840 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3226541.750000 Penalty: 5034.281738
	Iteration 9Q: 3 clusters Score -3226542 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3227106.750000 Penalty: 5034.281738
	Iteration 10Q: 3 clusters Score -3227107 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3227653.250000 Penalty: 5034.281738
	Iteration 11Q: 3 clusters Score -3227653 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3228315.000000 Penalty: 5034.281738
	Iteration 12Q: 3 clusters Score -3228315 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3228534.250000 Penalty: 5034.281738
	Iteration 13Q: 3 clusters Score -3228534 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3228620.750000 Penalty: 5034.281738
	Iteration 14Q: 3 clusters Score -3228621 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3228673.000000 Penalty: 5034.281738
	Iteration 15Q: 3 clusters Score -3228673 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3228697.500000 Penalty: 5034.281738
	Iteration 16Q: 3 clusters Score -3228698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3228712.250000 Penalty: 5034.281738
	Iteration 17Q: 3 clusters Score -3228712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3228708.750000 Penalty: 5034.281738
	Iteration 18Q: 3 clusters Score -3228709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3228720.250000 Penalty: 5034.281738
	Iteration 19Q: 3 clusters Score -3228720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3228722.250000 Penalty: 5034.281738
	Iteration 20F: 3 clusters Score -3228722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3228734.750000 Penalty: 5034.281738
	Iteration 21Q: 3 clusters Score -3228735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3228731.750000 Penalty: 5034.281738
	Iteration 22Q: 3 clusters Score -3228732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3228728.500000 Penalty: 5034.281738
	Iteration 23Q: 3 clusters Score -3228728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3228733.000000 Penalty: 5034.281738
	Iteration 24Q: 3 clusters Score -3228733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3228732.000000 Penalty: 5034.281738
	Iteration 25Q: 3 clusters Score -3228732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3228729.250000 Penalty: 5034.281738
	Iteration 26Q: 3 clusters Score -3228729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3228731.750000 Penalty: 5034.281738
	Iteration 27Q: 3 clusters Score -3228732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3228734.750000 Penalty: 5034.281738
	Iteration 28Q: 3 clusters Score -3228735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3228735.500000 Penalty: 5034.281738
	Iteration 29Q: 3 clusters Score -3228736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3228740.000000 Penalty: 5034.281738
	Iteration 30Q: 3 clusters Score -3228740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3228738.250000 Penalty: 5034.281738
	Iteration 31Q: 3 clusters Score -3228738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3228738.500000 Penalty: 5034.281738
	Iteration 32Q: 3 clusters Score -3228738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3228737.750000 Penalty: 5034.281738
	Iteration 33Q: 3 clusters Score -3228738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3228737.750000 Penalty: 5034.281738
	Iteration 34F: 3 clusters Score -3228738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -234281.609375 Penalty: 1886.630615
	Iteration 0F: 2 clusters Score -234281.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -231707.125000 Penalty: 3773.261230
	Iteration 0F: 3 clusters Score -231707.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -232287.515625 Penalty: 3773.261230
	Iteration 1F: 3 clusters Score -232287.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -232517.812500 Penalty: 3773.261230
	Iteration 2F: 3 clusters Score -232517.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -232700.031250 Penalty: 3773.261230
	Iteration 3F: 3 clusters Score -232700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -232801.765625 Penalty: 3773.261230
	Iteration 4Q: 3 clusters Score -232801.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -232870.984375 Penalty: 3773.261230
	Iteration 5Q: 3 clusters Score -232871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -232915.328125 Penalty: 3773.261230
	Iteration 6Q: 3 clusters Score -232915.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -232950.984375 Penalty: 3773.261230
	Iteration 7Q: 3 clusters Score -232951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -232981.703125 Penalty: 3773.261230
	Iteration 8Q: 3 clusters Score -232981.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233003.093750 Penalty: 3773.261230
	Iteration 9Q: 3 clusters Score -233003.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -233016.000000 Penalty: 3773.261230
	Iteration 10Q: 3 clusters Score -233016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -233021.984375 Penalty: 3773.261230
	Iteration 11Q: 3 clusters Score -233022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -233026.390625 Penalty: 3773.261230
	Iteration 12Q: 3 clusters Score -233026.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -233031.390625 Penalty: 3773.261230
	Iteration 13Q: 3 clusters Score -233031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233035.296875 Penalty: 3773.261230
	Iteration 14Q: 3 clusters Score -233035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -233036.062500 Penalty: 3773.261230
	Iteration 15Q: 3 clusters Score -233036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -233036.656250 Penalty: 3773.261230
	Iteration 16Q: 3 clusters Score -233036.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -233040.593750 Penalty: 3773.261230
	Iteration 17Q: 3 clusters Score -233040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -233042.234375 Penalty: 3773.261230
	Iteration 18Q: 3 clusters Score -233042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -233043.125000 Penalty: 3773.261230
	Iteration 19Q: 3 clusters Score -233043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -233043.546875 Penalty: 3773.261230
	Iteration 20F: 3 clusters Score -233043.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Entering Unmasked Estep 
Score: -1224807.750000 Penalty: 2271.417725
	Iteration 0F: 2 clusters Score -1224808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1217520.875000 Penalty: 4542.835449
	Iteration 0F: 3 clusters Score -1217521 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1219660.875000 Penalty: 4542.835449
	Iteration 1F: 3 clusters Score -1219661 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1220040.750000 Penalty: 4542.835449
	Iteration 2F: 3 clusters Score -1220041 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1220439.625000 Penalty: 4542.835449
	Iteration 3F: 3 clusters Score -1220440 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1220815.625000 Penalty: 4542.835449
	Iteration 4F: 3 clusters Score -1220816 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1221202.375000 Penalty: 4542.835449
	Iteration 5F: 3 clusters Score -1221202 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1221624.750000 Penalty: 4542.835449
	Iteration 6F: 3 clusters Score -1221625 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1221990.500000 Penalty: 4542.835449
	Iteration 7F: 3 clusters Score -1221990 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1222302.875000 Penalty: 4542.835449
	Iteration 8Q: 3 clusters Score -1222303 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1222561.625000 Penalty: 4542.835449
	Iteration 9Q: 3 clusters Score -1222562 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1222764.875000 Penalty: 4542.835449
	Iteration 10Q: 3 clusters Score -1222765 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1222903.125000 Penalty: 4542.835449
	Iteration 11Q: 3 clusters Score -1222903 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1223024.500000 Penalty: 4542.835449
	Iteration 12Q: 3 clusters Score -1223024 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1223122.750000 Penalty: 4542.835449
	Iteration 13Q: 3 clusters Score -1223123 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1223183.875000 Penalty: 4542.835449
	Iteration 14Q: 3 clusters Score -1223184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1223241.250000 Penalty: 4542.835449
	Iteration 15Q: 3 clusters Score -1223241 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1223273.125000 Penalty: 4542.835449
	Iteration 16Q: 3 clusters Score -1223273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1223297.375000 Penalty: 4542.835449
	Iteration 17Q: 3 clusters Score -1223297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1223315.125000 Penalty: 4542.835449
	Iteration 18Q: 3 clusters Score -1223315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1223325.375000 Penalty: 4542.835449
	Iteration 19Q: 3 clusters Score -1223325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1223331.750000 Penalty: 4542.835449
	Iteration 20F: 3 clusters Score -1223332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1223338.875000 Penalty: 4542.835449
	Iteration 21Q: 3 clusters Score -1223339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1223350.375000 Penalty: 4542.835449
	Iteration 22Q: 3 clusters Score -1223350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1223353.875000 Penalty: 4542.835449
	Iteration 23Q: 3 clusters Score -1223354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1223366.875000 Penalty: 4542.835449
	Iteration 24Q: 3 clusters Score -1223367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1223376.875000 Penalty: 4542.835449
	Iteration 25Q: 3 clusters Score -1223377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1223378.375000 Penalty: 4542.835449
	Iteration 26Q: 3 clusters Score -1223378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1223380.625000 Penalty: 4542.835449
	Iteration 27Q: 3 clusters Score -1223381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1223383.000000 Penalty: 4542.835449
	Iteration 28Q: 3 clusters Score -1223383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1223382.750000 Penalty: 4542.835449
	Iteration 29Q: 3 clusters Score -1223383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1223386.125000 Penalty: 4542.835449
	Iteration 30Q: 3 clusters Score -1223386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1223386.375000 Penalty: 4542.835449
	Iteration 31Q: 3 clusters Score -1223386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1223386.875000 Penalty: 4542.835449
	Iteration 32Q: 3 clusters Score -1223387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1223390.625000 Penalty: 4542.835449
	Iteration 33Q: 3 clusters Score -1223391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1223391.125000 Penalty: 4542.835449
	Iteration 34Q: 3 clusters Score -1223391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1223394.375000 Penalty: 4542.835449
	Iteration 35Q: 3 clusters Score -1223394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1223397.875000 Penalty: 4542.835449
	Iteration 36Q: 3 clusters Score -1223398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1223398.875000 Penalty: 4542.835449
	Iteration 37Q: 3 clusters Score -1223399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1223399.250000 Penalty: 4542.835449
	Iteration 38Q: 3 clusters Score -1223399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1223398.125000 Penalty: 4542.835449
	Iteration 39Q: 3 clusters Score -1223398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1223398.125000 Penalty: 4542.835449
	Iteration 40F: 3 clusters Score -1223398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -42255.902344 Penalty: 1454.180542
	Iteration 0F: 2 clusters Score -42255.9 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 140 members 
Entering Unmasked Estep 
Score: -40974.324219 Penalty: 2908.361084
	Iteration 0F: 3 clusters Score -40974.32 nChanged 51
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: -41109.320312 Penalty: 2908.361084
	Iteration 1F: 3 clusters Score -41109.32 nChanged 12
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: -41141.894531 Penalty: 2908.361084
	Iteration 2Q: 3 clusters Score -41141.89 nChanged 4
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: -41149.964844 Penalty: 2908.361084
	Iteration 3Q: 3 clusters Score -41149.96 nChanged 0
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: -41149.964844 Penalty: 2908.361084
	Iteration 4F: 3 clusters Score -41149.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -569410.875000 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -569410.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -565201.750000 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -565201.8 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -566133.125000 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -566133.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -566334.500000 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -566334.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -566444.375000 Penalty: 4167.061035
	Iteration 3Q: 3 clusters Score -566444.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -566530.250000 Penalty: 4167.061035
	Iteration 4Q: 3 clusters Score -566530.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -566592.625000 Penalty: 4167.061035
	Iteration 5Q: 3 clusters Score -566592.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -566637.625000 Penalty: 4167.061035
	Iteration 6Q: 3 clusters Score -566637.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -566672.250000 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -566672.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -566699.687500 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -566699.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -566726.625000 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -566726.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -566750.375000 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -566750.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -566768.437500 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -566768.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -566787.312500 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -566787.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -566800.125000 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -566800.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -566808.437500 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -566808.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -566815.437500 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -566815.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -566825.000000 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -566825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -566835.250000 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -566835.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -566847.125000 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -566847.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -566852.687500 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -566852.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -566858.687500 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -566858.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -566862.750000 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -566862.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -566869.437500 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -566869.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -566877.375000 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -566877.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -566884.375000 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -566884.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -566889.000000 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -566889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -566891.937500 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -566891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -566892.750000 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -566892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -566894.562500 Penalty: 4167.061035
	Iteration 28Q: 3 clusters Score -566894.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -566898.500000 Penalty: 4167.061035
	Iteration 29Q: 3 clusters Score -566898.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -566901.062500 Penalty: 4167.061035
	Iteration 30Q: 3 clusters Score -566901.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -566901.937500 Penalty: 4167.061035
	Iteration 31Q: 3 clusters Score -566901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -566903.187500 Penalty: 4167.061035
	Iteration 32Q: 3 clusters Score -566903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -566905.875000 Penalty: 4167.061035
	Iteration 33Q: 3 clusters Score -566905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -566907.250000 Penalty: 4167.061035
	Iteration 34Q: 3 clusters Score -566907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -566910.375000 Penalty: 4167.061035
	Iteration 35Q: 3 clusters Score -566910.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -566913.250000 Penalty: 4167.061035
	Iteration 36Q: 3 clusters Score -566913.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -566918.500000 Penalty: 4167.061035
	Iteration 37Q: 3 clusters Score -566918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -566920.187500 Penalty: 4167.061035
	Iteration 38Q: 3 clusters Score -566920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -566922.562500 Penalty: 4167.061035
	Iteration 39Q: 3 clusters Score -566922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -566926.250000 Penalty: 4167.061035
	Iteration 40F: 3 clusters Score -566926.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -566928.000000 Penalty: 4167.061035
	Iteration 41Q: 3 clusters Score -566928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -566932.687500 Penalty: 4167.061035
	Iteration 42Q: 3 clusters Score -566932.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -566936.187500 Penalty: 4167.061035
	Iteration 43Q: 3 clusters Score -566936.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -566940.187500 Penalty: 4167.061035
	Iteration 44Q: 3 clusters Score -566940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -566944.000000 Penalty: 4167.061035
	Iteration 45Q: 3 clusters Score -566944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -566948.437500 Penalty: 4167.061035
	Iteration 46Q: 3 clusters Score -566948.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -566952.250000 Penalty: 4167.061035
	Iteration 47Q: 3 clusters Score -566952.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -566956.000000 Penalty: 4167.061035
	Iteration 48Q: 3 clusters Score -566956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -566958.000000 Penalty: 4167.061035
	Iteration 49Q: 3 clusters Score -566958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -566961.312500 Penalty: 4167.061035
	Iteration 50Q: 3 clusters Score -566961.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -566961.812500 Penalty: 4167.061035
	Iteration 51Q: 3 clusters Score -566961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -566964.187500 Penalty: 4167.061035
	Iteration 52Q: 3 clusters Score -566964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -566966.312500 Penalty: 4167.061035
	Iteration 53Q: 3 clusters Score -566966.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -566967.625000 Penalty: 4167.061035
	Iteration 54Q: 3 clusters Score -566967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -566968.687500 Penalty: 4167.061035
	Iteration 55Q: 3 clusters Score -566968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -566970.375000 Penalty: 4167.061035
	Iteration 56Q: 3 clusters Score -566970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -566970.687500 Penalty: 4167.061035
	Iteration 57Q: 3 clusters Score -566970.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -566973.625000 Penalty: 4167.061035
	Iteration 58Q: 3 clusters Score -566973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -566972.937500 Penalty: 4167.061035
	Iteration 59Q: 3 clusters Score -566972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -566975.062500 Penalty: 4167.061035
	Iteration 60F: 3 clusters Score -566975.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -566976.562500 Penalty: 4167.061035
	Iteration 61Q: 3 clusters Score -566976.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -566977.750000 Penalty: 4167.061035
	Iteration 62Q: 3 clusters Score -566977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -566980.812500 Penalty: 4167.061035
	Iteration 63Q: 3 clusters Score -566980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -566980.437500 Penalty: 4167.061035
	Iteration 64Q: 3 clusters Score -566980.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -566982.000000 Penalty: 4167.061035
	Iteration 65Q: 3 clusters Score -566982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -566982.937500 Penalty: 4167.061035
	Iteration 66Q: 3 clusters Score -566982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -566982.312500 Penalty: 4167.061035
	Iteration 67Q: 3 clusters Score -566982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -566984.062500 Penalty: 4167.061035
	Iteration 68Q: 3 clusters Score -566984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -566985.000000 Penalty: 4167.061035
	Iteration 69Q: 3 clusters Score -566985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -566985.937500 Penalty: 4167.061035
	Iteration 70Q: 3 clusters Score -566985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -566985.437500 Penalty: 4167.061035
	Iteration 71Q: 3 clusters Score -566985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -566985.500000 Penalty: 4167.061035
	Iteration 72Q: 3 clusters Score -566985.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -566985.500000 Penalty: 4167.061035
	Iteration 73F: 3 clusters Score -566985.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -364173.437500 Penalty: 1995.940918
	Iteration 0F: 2 clusters Score -364173.4 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 1570 members 
Entering Unmasked Estep 
Score: -360872.625000 Penalty: 3991.881836
	Iteration 0F: 3 clusters Score -360872.6 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -361667.000000 Penalty: 3991.881836
	Iteration 1F: 3 clusters Score -361667 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -361931.406250 Penalty: 3991.881836
	Iteration 2F: 3 clusters Score -361931.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -362154.468750 Penalty: 3991.881836
	Iteration 3F: 3 clusters Score -362154.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -362363.531250 Penalty: 3991.881836
	Iteration 4F: 3 clusters Score -362363.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -362543.500000 Penalty: 3991.881836
	Iteration 5F: 3 clusters Score -362543.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -362676.093750 Penalty: 3991.881836
	Iteration 6Q: 3 clusters Score -362676.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -362780.500000 Penalty: 3991.881836
	Iteration 7Q: 3 clusters Score -362780.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -362895.312500 Penalty: 3991.881836
	Iteration 8Q: 3 clusters Score -362895.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -363008.531250 Penalty: 3991.881836
	Iteration 9Q: 3 clusters Score -363008.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -363145.156250 Penalty: 3991.881836
	Iteration 10Q: 3 clusters Score -363145.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -363274.250000 Penalty: 3991.881836
	Iteration 11Q: 3 clusters Score -363274.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -363369.375000 Penalty: 3991.881836
	Iteration 12Q: 3 clusters Score -363369.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -363436.250000 Penalty: 3991.881836
	Iteration 13Q: 3 clusters Score -363436.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -363477.906250 Penalty: 3991.881836
	Iteration 14Q: 3 clusters Score -363477.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -363513.156250 Penalty: 3991.881836
	Iteration 15Q: 3 clusters Score -363513.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -363535.531250 Penalty: 3991.881836
	Iteration 16Q: 3 clusters Score -363535.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -363547.500000 Penalty: 3991.881836
	Iteration 17Q: 3 clusters Score -363547.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -363554.718750 Penalty: 3991.881836
	Iteration 18Q: 3 clusters Score -363554.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -363558.000000 Penalty: 3991.881836
	Iteration 19Q: 3 clusters Score -363558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -363558.593750 Penalty: 3991.881836
	Iteration 20F: 3 clusters Score -363558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -363560.093750 Penalty: 3991.881836
	Iteration 21Q: 3 clusters Score -363560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -363560.500000 Penalty: 3991.881836
	Iteration 22Q: 3 clusters Score -363560.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -363560.500000 Penalty: 3991.881836
	Iteration 23F: 3 clusters Score -363560.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (69664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Entering Unmasked Estep 
Score: -8969524.000000 Penalty: 2765.556885
	Iteration 0F: 2 clusters Score -8969524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -8922698.000000 Penalty: 5531.113770
	Iteration 0F: 3 clusters Score -8922698 nChanged 32609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -8941453.000000 Penalty: 5531.113770
	Iteration 1F: 3 clusters Score -8941453 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -8942356.000000 Penalty: 5531.113770
	Iteration 2Q: 3 clusters Score -8942356 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -8943585.000000 Penalty: 5531.113770
	Iteration 3Q: 3 clusters Score -8943585 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -8945488.000000 Penalty: 5531.113770
	Iteration 4F: 3 clusters Score -8945488 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -8948012.000000 Penalty: 5531.113770
	Iteration 5F: 3 clusters Score -8948012 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -8951324.000000 Penalty: 5531.113770
	Iteration 6F: 3 clusters Score -8951324 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -8954908.000000 Penalty: 5531.113770
	Iteration 7F: 3 clusters Score -8954908 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -8958243.000000 Penalty: 5531.113770
	Iteration 8F: 3 clusters Score -8958243 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -8961063.000000 Penalty: 5531.113770
	Iteration 9F: 3 clusters Score -8961063 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -8963365.000000 Penalty: 5531.113770
	Iteration 10Q: 3 clusters Score -8963365 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -8965009.000000 Penalty: 5531.113770
	Iteration 11Q: 3 clusters Score -8965009 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -8966013.000000 Penalty: 5531.113770
	Iteration 12Q: 3 clusters Score -8966013 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -8966507.000000 Penalty: 5531.113770
	Iteration 13Q: 3 clusters Score -8966507 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -8966753.000000 Penalty: 5531.113770
	Iteration 14Q: 3 clusters Score -8966753 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -8966896.000000 Penalty: 5531.113770
	Iteration 15Q: 3 clusters Score -8966896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -8966997.000000 Penalty: 5531.113770
	Iteration 16Q: 3 clusters Score -8966997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -8967038.000000 Penalty: 5531.113770
	Iteration 17Q: 3 clusters Score -8967038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -8967072.000000 Penalty: 5531.113770
	Iteration 18Q: 3 clusters Score -8967072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -8967099.000000 Penalty: 5531.113770
	Iteration 19Q: 3 clusters Score -8967099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -8967114.000000 Penalty: 5531.113770
	Iteration 20F: 3 clusters Score -8967114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -8967121.000000 Penalty: 5531.113770
	Iteration 21Q: 3 clusters Score -8967121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -8967140.000000 Penalty: 5531.113770
	Iteration 22Q: 3 clusters Score -8967140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -8967147.000000 Penalty: 5531.113770
	Iteration 23Q: 3 clusters Score -8967147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -8967155.000000 Penalty: 5531.113770
	Iteration 24Q: 3 clusters Score -8967155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -8967154.000000 Penalty: 5531.113770
	Iteration 25Q: 3 clusters Score -8967154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -8967163.000000 Penalty: 5531.113770
	Iteration 26Q: 3 clusters Score -8967163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -8967158.000000 Penalty: 5531.113770
	Iteration 27Q: 3 clusters Score -8967158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -8967161.000000 Penalty: 5531.113770
	Iteration 28Q: 3 clusters Score -8967161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -8967168.000000 Penalty: 5531.113770
	Iteration 29Q: 3 clusters Score -8967168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -8967172.000000 Penalty: 5531.113770
	Iteration 30Q: 3 clusters Score -8967172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -8967171.000000 Penalty: 5531.113770
	Iteration 31Q: 3 clusters Score -8967171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -8967186.000000 Penalty: 5531.113770
	Iteration 32Q: 3 clusters Score -8967186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -8967181.000000 Penalty: 5531.113770
	Iteration 33Q: 3 clusters Score -8967181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -8967181.000000 Penalty: 5531.113770
	Iteration 34F: 3 clusters Score -8967181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Entering Unmasked Estep 
Score: -1169111.375000 Penalty: 2269.293701
	Iteration 0F: 2 clusters Score -1169111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1161889.000000 Penalty: 4538.587402
	Iteration 0F: 3 clusters Score -1161889 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1163959.375000 Penalty: 4538.587402
	Iteration 1F: 3 clusters Score -1163959 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1164246.125000 Penalty: 4538.587402
	Iteration 2F: 3 clusters Score -1164246 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1164417.625000 Penalty: 4538.587402
	Iteration 3Q: 3 clusters Score -1164418 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1164537.875000 Penalty: 4538.587402
	Iteration 4Q: 3 clusters Score -1164538 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1164637.375000 Penalty: 4538.587402
	Iteration 5Q: 3 clusters Score -1164637 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1164735.250000 Penalty: 4538.587402
	Iteration 6Q: 3 clusters Score -1164735 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1164838.625000 Penalty: 4538.587402
	Iteration 7Q: 3 clusters Score -1164839 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1164944.375000 Penalty: 4538.587402
	Iteration 8Q: 3 clusters Score -1164944 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1165046.625000 Penalty: 4538.587402
	Iteration 9Q: 3 clusters Score -1165047 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1165148.250000 Penalty: 4538.587402
	Iteration 10Q: 3 clusters Score -1165148 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1165257.250000 Penalty: 4538.587402
	Iteration 11Q: 3 clusters Score -1165257 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1165363.875000 Penalty: 4538.587402
	Iteration 12Q: 3 clusters Score -1165364 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1165485.500000 Penalty: 4538.587402
	Iteration 13Q: 3 clusters Score -1165486 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1165623.375000 Penalty: 4538.587402
	Iteration 14Q: 3 clusters Score -1165623 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1165763.000000 Penalty: 4538.587402
	Iteration 15Q: 3 clusters Score -1165763 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1165945.500000 Penalty: 4538.587402
	Iteration 16Q: 3 clusters Score -1165946 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1166138.375000 Penalty: 4538.587402
	Iteration 17Q: 3 clusters Score -1166138 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1166324.750000 Penalty: 4538.587402
	Iteration 18Q: 3 clusters Score -1166325 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1166450.500000 Penalty: 4538.587402
	Iteration 19Q: 3 clusters Score -1166450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1166564.750000 Penalty: 4538.587402
	Iteration 20F: 3 clusters Score -1166565 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1166640.500000 Penalty: 4538.587402
	Iteration 21Q: 3 clusters Score -1166640 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1166716.250000 Penalty: 4538.587402
	Iteration 22Q: 3 clusters Score -1166716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1166789.500000 Penalty: 4538.587402
	Iteration 23Q: 3 clusters Score -1166790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1166856.000000 Penalty: 4538.587402
	Iteration 24Q: 3 clusters Score -1166856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1166901.125000 Penalty: 4538.587402
	Iteration 25Q: 3 clusters Score -1166901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1166938.625000 Penalty: 4538.587402
	Iteration 26Q: 3 clusters Score -1166939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1166973.875000 Penalty: 4538.587402
	Iteration 27Q: 3 clusters Score -1166974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1166996.000000 Penalty: 4538.587402
	Iteration 28Q: 3 clusters Score -1166996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1167017.500000 Penalty: 4538.587402
	Iteration 29Q: 3 clusters Score -1167018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1167041.750000 Penalty: 4538.587402
	Iteration 30Q: 3 clusters Score -1167042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1167067.125000 Penalty: 4538.587402
	Iteration 31Q: 3 clusters Score -1167067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1167093.500000 Penalty: 4538.587402
	Iteration 32Q: 3 clusters Score -1167094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1167106.500000 Penalty: 4538.587402
	Iteration 33Q: 3 clusters Score -1167106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1167116.875000 Penalty: 4538.587402
	Iteration 34Q: 3 clusters Score -1167117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1167127.125000 Penalty: 4538.587402
	Iteration 35Q: 3 clusters Score -1167127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1167135.875000 Penalty: 4538.587402
	Iteration 36Q: 3 clusters Score -1167136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1167140.125000 Penalty: 4538.587402
	Iteration 37Q: 3 clusters Score -1167140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1167146.125000 Penalty: 4538.587402
	Iteration 38Q: 3 clusters Score -1167146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1167152.500000 Penalty: 4538.587402
	Iteration 39Q: 3 clusters Score -1167152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1167154.500000 Penalty: 4538.587402
	Iteration 40F: 3 clusters Score -1167154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1167158.375000 Penalty: 4538.587402
	Iteration 41Q: 3 clusters Score -1167158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1167161.000000 Penalty: 4538.587402
	Iteration 42Q: 3 clusters Score -1167161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1167162.125000 Penalty: 4538.587402
	Iteration 43Q: 3 clusters Score -1167162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1167164.500000 Penalty: 4538.587402
	Iteration 44Q: 3 clusters Score -1167164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1167164.375000 Penalty: 4538.587402
	Iteration 45Q: 3 clusters Score -1167164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1167170.875000 Penalty: 4538.587402
	Iteration 46Q: 3 clusters Score -1167171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1167174.875000 Penalty: 4538.587402
	Iteration 47Q: 3 clusters Score -1167175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1167176.125000 Penalty: 4538.587402
	Iteration 48Q: 3 clusters Score -1167176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1167177.625000 Penalty: 4538.587402
	Iteration 49Q: 3 clusters Score -1167178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1167177.625000 Penalty: 4538.587402
	Iteration 50F: 3 clusters Score -1167178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Entering Unmasked Estep 
Score: -713551.125000 Penalty: 2154.360107
	Iteration 0F: 2 clusters Score -713551.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -708465.750000 Penalty: 4308.720215
	Iteration 0F: 3 clusters Score -708465.8 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -709891.687500 Penalty: 4308.720215
	Iteration 1F: 3 clusters Score -709891.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -710264.750000 Penalty: 4308.720215
	Iteration 2F: 3 clusters Score -710264.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -710531.062500 Penalty: 4308.720215
	Iteration 3F: 3 clusters Score -710531.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -710727.625000 Penalty: 4308.720215
	Iteration 4F: 3 clusters Score -710727.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -710875.312500 Penalty: 4308.720215
	Iteration 5Q: 3 clusters Score -710875.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -711010.625000 Penalty: 4308.720215
	Iteration 6Q: 3 clusters Score -711010.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -711133.562500 Penalty: 4308.720215
	Iteration 7Q: 3 clusters Score -711133.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -711244.062500 Penalty: 4308.720215
	Iteration 8Q: 3 clusters Score -711244.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -711354.937500 Penalty: 4308.720215
	Iteration 9Q: 3 clusters Score -711354.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -711509.000000 Penalty: 4308.720215
	Iteration 10Q: 3 clusters Score -711509 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -711650.625000 Penalty: 4308.720215
	Iteration 11Q: 3 clusters Score -711650.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -711819.812500 Penalty: 4308.720215
	Iteration 12Q: 3 clusters Score -711819.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -711967.937500 Penalty: 4308.720215
	Iteration 13Q: 3 clusters Score -711967.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -712079.562500 Penalty: 4308.720215
	Iteration 14Q: 3 clusters Score -712079.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -712178.437500 Penalty: 4308.720215
	Iteration 15Q: 3 clusters Score -712178.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -712264.000000 Penalty: 4308.720215
	Iteration 16Q: 3 clusters Score -712264 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -712340.125000 Penalty: 4308.720215
	Iteration 17Q: 3 clusters Score -712340.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -712403.000000 Penalty: 4308.720215
	Iteration 18Q: 3 clusters Score -712403 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -712461.312500 Penalty: 4308.720215
	Iteration 19Q: 3 clusters Score -712461.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -712515.312500 Penalty: 4308.720215
	Iteration 20F: 3 clusters Score -712515.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -712577.562500 Penalty: 4308.720215
	Iteration 21Q: 3 clusters Score -712577.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -712638.937500 Penalty: 4308.720215
	Iteration 22Q: 3 clusters Score -712638.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -712692.937500 Penalty: 4308.720215
	Iteration 23Q: 3 clusters Score -712692.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -712738.187500 Penalty: 4308.720215
	Iteration 24Q: 3 clusters Score -712738.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -712772.750000 Penalty: 4308.720215
	Iteration 25Q: 3 clusters Score -712772.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -712803.437500 Penalty: 4308.720215
	Iteration 26Q: 3 clusters Score -712803.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -712821.500000 Penalty: 4308.720215
	Iteration 27Q: 3 clusters Score -712821.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -712835.812500 Penalty: 4308.720215
	Iteration 28Q: 3 clusters Score -712835.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -712848.375000 Penalty: 4308.720215
	Iteration 29Q: 3 clusters Score -712848.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -712856.062500 Penalty: 4308.720215
	Iteration 30Q: 3 clusters Score -712856.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -712862.750000 Penalty: 4308.720215
	Iteration 31Q: 3 clusters Score -712862.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -712871.937500 Penalty: 4308.720215
	Iteration 32Q: 3 clusters Score -712871.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -712875.500000 Penalty: 4308.720215
	Iteration 33Q: 3 clusters Score -712875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -712878.375000 Penalty: 4308.720215
	Iteration 34Q: 3 clusters Score -712878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -712883.500000 Penalty: 4308.720215
	Iteration 35Q: 3 clusters Score -712883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -712884.000000 Penalty: 4308.720215
	Iteration 36Q: 3 clusters Score -712884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -712888.125000 Penalty: 4308.720215
	Iteration 37Q: 3 clusters Score -712888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -712886.687500 Penalty: 4308.720215
	Iteration 38Q: 3 clusters Score -712886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -712890.062500 Penalty: 4308.720215
	Iteration 39Q: 3 clusters Score -712890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -712888.875000 Penalty: 4308.720215
	Iteration 40F: 3 clusters Score -712888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -712890.312500 Penalty: 4308.720215
	Iteration 41Q: 3 clusters Score -712890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -712889.625000 Penalty: 4308.720215
	Iteration 42Q: 3 clusters Score -712889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -712889.625000 Penalty: 4308.720215
	Iteration 43Q: 3 clusters Score -712889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -712890.000000 Penalty: 4308.720215
	Iteration 44Q: 3 clusters Score -712890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -712890.750000 Penalty: 4308.720215
	Iteration 45Q: 3 clusters Score -712890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -712891.250000 Penalty: 4308.720215
	Iteration 46Q: 3 clusters Score -712891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -712891.062500 Penalty: 4308.720215
	Iteration 47Q: 3 clusters Score -712891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -712892.125000 Penalty: 4308.720215
	Iteration 48Q: 3 clusters Score -712892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -712892.375000 Penalty: 4308.720215
	Iteration 49Q: 3 clusters Score -712892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -712893.437500 Penalty: 4308.720215
	Iteration 50Q: 3 clusters Score -712893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -712892.875000 Penalty: 4308.720215
	Iteration 51Q: 3 clusters Score -712892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -712892.937500 Penalty: 4308.720215
	Iteration 52Q: 3 clusters Score -712892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -712893.687500 Penalty: 4308.720215
	Iteration 53Q: 3 clusters Score -712893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -712894.437500 Penalty: 4308.720215
	Iteration 54Q: 3 clusters Score -712894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -712895.312500 Penalty: 4308.720215
	Iteration 55Q: 3 clusters Score -712895.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -712895.562500 Penalty: 4308.720215
	Iteration 56Q: 3 clusters Score -712895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -712895.687500 Penalty: 4308.720215
	Iteration 57Q: 3 clusters Score -712895.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -712895.687500 Penalty: 4308.720215
	Iteration 58F: 3 clusters Score -712895.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -273576.281250 Penalty: 1897.595703
	Iteration 0F: 2 clusters Score -273576.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -270917.031250 Penalty: 3795.191406
	Iteration 0F: 3 clusters Score -270917 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -271382.375000 Penalty: 3795.191406
	Iteration 1F: 3 clusters Score -271382.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -271513.500000 Penalty: 3795.191406
	Iteration 2F: 3 clusters Score -271513.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -271585.875000 Penalty: 3795.191406
	Iteration 3Q: 3 clusters Score -271585.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -271620.218750 Penalty: 3795.191406
	Iteration 4Q: 3 clusters Score -271620.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -271640.125000 Penalty: 3795.191406
	Iteration 5Q: 3 clusters Score -271640.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -271658.718750 Penalty: 3795.191406
	Iteration 6Q: 3 clusters Score -271658.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -271669.968750 Penalty: 3795.191406
	Iteration 7Q: 3 clusters Score -271670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -271680.281250 Penalty: 3795.191406
	Iteration 8Q: 3 clusters Score -271680.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -271689.750000 Penalty: 3795.191406
	Iteration 9Q: 3 clusters Score -271689.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -271696.343750 Penalty: 3795.191406
	Iteration 10Q: 3 clusters Score -271696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -271697.500000 Penalty: 3795.191406
	Iteration 11Q: 3 clusters Score -271697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -271701.000000 Penalty: 3795.191406
	Iteration 12Q: 3 clusters Score -271701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -271704.375000 Penalty: 3795.191406
	Iteration 13Q: 3 clusters Score -271704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -271707.687500 Penalty: 3795.191406
	Iteration 14Q: 3 clusters Score -271707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -271710.531250 Penalty: 3795.191406
	Iteration 15Q: 3 clusters Score -271710.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -271714.843750 Penalty: 3795.191406
	Iteration 16Q: 3 clusters Score -271714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -271716.875000 Penalty: 3795.191406
	Iteration 17Q: 3 clusters Score -271716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -271718.250000 Penalty: 3795.191406
	Iteration 18Q: 3 clusters Score -271718.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -271718.250000 Penalty: 3795.191406
	Iteration 19F: 3 clusters Score -271718.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -108816.789062 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -108816.8 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 475 members 
Entering Unmasked Estep 
Score: -106955.250000 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -106955.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107306.710938 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -107306.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -107533.562500 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -107533.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107840.570312 Penalty: 3386.503906
	Iteration 3F: 3 clusters Score -107840.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108162.890625 Penalty: 3386.503906
	Iteration 4F: 3 clusters Score -108162.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -108513.632812 Penalty: 3386.503906
	Iteration 5F: 3 clusters Score -108513.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -108909.281250 Penalty: 3386.503906
	Iteration 6F: 3 clusters Score -108909.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -109369.484375 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -109369.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109693.625000 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -109693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -109713.398438 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -109713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -109716.734375 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -109716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -109725.906250 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -109725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109734.304688 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -109734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109741.250000 Penalty: 3386.503906
	Iteration 13Q: 3 clusters Score -109741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109741.250000 Penalty: 3386.503906
	Iteration 14F: 3 clusters Score -109741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102918 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11566 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25585 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69664 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 237 members 
Mstep: Class 20 contains 54166 members 
Mstep: Class 21 contains 4467 members 
Mstep: Class 22 contains 154892 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 29091 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Mstep: Class 32 contains 686 members 
Entering Unmasked Estep 
Score: -77997992.000000 Penalty: 105949.625000
Splitting cluster 19 changes total score from -77998608.000000 to -77997992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (54166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Entering Unmasked Estep 
Score: -6946850.500000 Penalty: 2703.152588
	Iteration 0F: 2 clusters Score -6946850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -6910692.500000 Penalty: 5406.305176
	Iteration 0F: 3 clusters Score -6910692 nChanged 24885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -6924475.500000 Penalty: 5406.305176
	Iteration 1F: 3 clusters Score -6924476 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6925082.000000 Penalty: 5406.305176
	Iteration 2Q: 3 clusters Score -6925082 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -6925638.500000 Penalty: 5406.305176
	Iteration 3Q: 3 clusters Score -6925638 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -6926222.000000 Penalty: 5406.305176
	Iteration 4Q: 3 clusters Score -6926222 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -6926894.500000 Penalty: 5406.305176
	Iteration 5Q: 3 clusters Score -6926894 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -6927757.500000 Penalty: 5406.305176
	Iteration 6Q: 3 clusters Score -6927758 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -6928918.000000 Penalty: 5406.305176
	Iteration 7Q: 3 clusters Score -6928918 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -6930289.500000 Penalty: 5406.305176
	Iteration 8F: 3 clusters Score -6930290 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -6931956.500000 Penalty: 5406.305176
	Iteration 9F: 3 clusters Score -6931956 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6933637.000000 Penalty: 5406.305176
	Iteration 10F: 3 clusters Score -6933637 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -6935307.000000 Penalty: 5406.305176
	Iteration 11F: 3 clusters Score -6935307 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -6937005.000000 Penalty: 5406.305176
	Iteration 12Q: 3 clusters Score -6937005 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -6938482.500000 Penalty: 5406.305176
	Iteration 13Q: 3 clusters Score -6938482 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -6939953.000000 Penalty: 5406.305176
	Iteration 14Q: 3 clusters Score -6939953 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -6941061.500000 Penalty: 5406.305176
	Iteration 15Q: 3 clusters Score -6941062 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -6942004.000000 Penalty: 5406.305176
	Iteration 16Q: 3 clusters Score -6942004 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -6942719.500000 Penalty: 5406.305176
	Iteration 17Q: 3 clusters Score -6942720 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -6943211.500000 Penalty: 5406.305176
	Iteration 18Q: 3 clusters Score -6943212 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -6943546.000000 Penalty: 5406.305176
	Iteration 19Q: 3 clusters Score -6943546 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -6943802.500000 Penalty: 5406.305176
	Iteration 20F: 3 clusters Score -6943802 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -6944032.000000 Penalty: 5406.305176
	Iteration 21Q: 3 clusters Score -6944032 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -6944169.000000 Penalty: 5406.305176
	Iteration 22Q: 3 clusters Score -6944169 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -6944271.500000 Penalty: 5406.305176
	Iteration 23Q: 3 clusters Score -6944272 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -6944354.500000 Penalty: 5406.305176
	Iteration 24Q: 3 clusters Score -6944354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -6944409.000000 Penalty: 5406.305176
	Iteration 25Q: 3 clusters Score -6944409 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -6944473.500000 Penalty: 5406.305176
	Iteration 26Q: 3 clusters Score -6944474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -6944505.500000 Penalty: 5406.305176
	Iteration 27Q: 3 clusters Score -6944506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -6944516.000000 Penalty: 5406.305176
	Iteration 28Q: 3 clusters Score -6944516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -6944543.500000 Penalty: 5406.305176
	Iteration 29Q: 3 clusters Score -6944544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -6944565.000000 Penalty: 5406.305176
	Iteration 30Q: 3 clusters Score -6944565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -6944566.000000 Penalty: 5406.305176
	Iteration 31Q: 3 clusters Score -6944566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -6944573.000000 Penalty: 5406.305176
	Iteration 32Q: 3 clusters Score -6944573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -6944580.500000 Penalty: 5406.305176
	Iteration 33Q: 3 clusters Score -6944580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -6944583.500000 Penalty: 5406.305176
	Iteration 34Q: 3 clusters Score -6944584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -6944570.500000 Penalty: 5406.305176
	Iteration 35Q: 3 clusters Score -6944570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -6944582.500000 Penalty: 5406.305176
	Iteration 36Q: 3 clusters Score -6944582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -6944591.000000 Penalty: 5406.305176
	Iteration 37Q: 3 clusters Score -6944591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -6944594.500000 Penalty: 5406.305176
	Iteration 38Q: 3 clusters Score -6944594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -6944596.000000 Penalty: 5406.305176
	Iteration 39Q: 3 clusters Score -6944596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -6944610.000000 Penalty: 5406.305176
	Iteration 40F: 3 clusters Score -6944610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -6944618.500000 Penalty: 5406.305176
	Iteration 41Q: 3 clusters Score -6944618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -6944615.500000 Penalty: 5406.305176
	Iteration 42Q: 3 clusters Score -6944616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -6944618.000000 Penalty: 5406.305176
	Iteration 43Q: 3 clusters Score -6944618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6944622.000000 Penalty: 5406.305176
	Iteration 44Q: 3 clusters Score -6944622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -6944622.500000 Penalty: 5406.305176
	Iteration 45Q: 3 clusters Score -6944622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6944620.500000 Penalty: 5406.305176
	Iteration 46Q: 3 clusters Score -6944620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6944620.500000 Penalty: 5406.305176
	Iteration 47F: 3 clusters Score -6944620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Entering Unmasked Estep 
Score: -528396.062500 Penalty: 2084.309082
	Iteration 0F: 2 clusters Score -528396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -524244.875000 Penalty: 4168.618164
	Iteration 0F: 3 clusters Score -524244.9 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -525348.687500 Penalty: 4168.618164
	Iteration 1F: 3 clusters Score -525348.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -525670.375000 Penalty: 4168.618164
	Iteration 2F: 3 clusters Score -525670.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -525967.187500 Penalty: 4168.618164
	Iteration 3F: 3 clusters Score -525967.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -526305.312500 Penalty: 4168.618164
	Iteration 4F: 3 clusters Score -526305.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -526624.312500 Penalty: 4168.618164
	Iteration 5F: 3 clusters Score -526624.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -526890.625000 Penalty: 4168.618164
	Iteration 6F: 3 clusters Score -526890.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -527133.812500 Penalty: 4168.618164
	Iteration 7Q: 3 clusters Score -527133.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -527361.187500 Penalty: 4168.618164
	Iteration 8Q: 3 clusters Score -527361.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -527521.625000 Penalty: 4168.618164
	Iteration 9Q: 3 clusters Score -527521.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -527627.875000 Penalty: 4168.618164
	Iteration 10Q: 3 clusters Score -527627.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -527726.000000 Penalty: 4168.618164
	Iteration 11Q: 3 clusters Score -527726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -527786.500000 Penalty: 4168.618164
	Iteration 12Q: 3 clusters Score -527786.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -527825.812500 Penalty: 4168.618164
	Iteration 13Q: 3 clusters Score -527825.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -527854.500000 Penalty: 4168.618164
	Iteration 14Q: 3 clusters Score -527854.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -527874.687500 Penalty: 4168.618164
	Iteration 15Q: 3 clusters Score -527874.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -527885.125000 Penalty: 4168.618164
	Iteration 16Q: 3 clusters Score -527885.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -527897.625000 Penalty: 4168.618164
	Iteration 17Q: 3 clusters Score -527897.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -527911.875000 Penalty: 4168.618164
	Iteration 18Q: 3 clusters Score -527911.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -527923.375000 Penalty: 4168.618164
	Iteration 19Q: 3 clusters Score -527923.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -527931.375000 Penalty: 4168.618164
	Iteration 20F: 3 clusters Score -527931.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -527940.500000 Penalty: 4168.618164
	Iteration 21Q: 3 clusters Score -527940.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -527948.125000 Penalty: 4168.618164
	Iteration 22Q: 3 clusters Score -527948.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -527952.875000 Penalty: 4168.618164
	Iteration 23Q: 3 clusters Score -527952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -527957.687500 Penalty: 4168.618164
	Iteration 24Q: 3 clusters Score -527957.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -527961.812500 Penalty: 4168.618164
	Iteration 25Q: 3 clusters Score -527961.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -527964.937500 Penalty: 4168.618164
	Iteration 26Q: 3 clusters Score -527964.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -527965.312500 Penalty: 4168.618164
	Iteration 27Q: 3 clusters Score -527965.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -527966.687500 Penalty: 4168.618164
	Iteration 28Q: 3 clusters Score -527966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -527967.562500 Penalty: 4168.618164
	Iteration 29Q: 3 clusters Score -527967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -527968.375000 Penalty: 4168.618164
	Iteration 30Q: 3 clusters Score -527968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -527968.375000 Penalty: 4168.618164
	Iteration 31F: 3 clusters Score -527968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (154892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Entering Unmasked Estep 
Score: -19842258.000000 Penalty: 2963.719971
	Iteration 0F: 2 clusters Score -1.984226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -19738374.000000 Penalty: 5927.439941
	Iteration 0F: 3 clusters Score -1.973837e+07 nChanged 74003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -19782878.000000 Penalty: 5927.439941
	Iteration 1F: 3 clusters Score -1.978288e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -19784926.000000 Penalty: 5927.439941
	Iteration 2Q: 3 clusters Score -1.978493e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -19788546.000000 Penalty: 5927.439941
	Iteration 3F: 3 clusters Score -1.978855e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -19794844.000000 Penalty: 5927.439941
	Iteration 4F: 3 clusters Score -1.979484e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 116947 members 
Entering Unmasked Estep 
Score: -19804196.000000 Penalty: 5927.439941
	Iteration 5F: 3 clusters Score -1.98042e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 129969 members 
Entering Unmasked Estep 
Score: -19816220.000000 Penalty: 5927.439941
	Iteration 6F: 3 clusters Score -1.981622e+07 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 141211 members 
Entering Unmasked Estep 
Score: -19827268.000000 Penalty: 5927.439941
	Iteration 7F: 3 clusters Score -1.982727e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 148505 members 
Entering Unmasked Estep 
Score: -19834408.000000 Penalty: 5927.439941
	Iteration 8Q: 3 clusters Score -1.983441e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 152130 members 
Entering Unmasked Estep 
Score: -19837502.000000 Penalty: 5927.439941
	Iteration 9Q: 3 clusters Score -1.98375e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 153590 members 
Entering Unmasked Estep 
Score: -19838742.000000 Penalty: 5927.439941
	Iteration 10Q: 3 clusters Score -1.983874e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -19839290.000000 Penalty: 5927.439941
	Iteration 11Q: 3 clusters Score -1.983929e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 154321 members 
Entering Unmasked Estep 
Score: -19839472.000000 Penalty: 5927.439941
	Iteration 12Q: 3 clusters Score -1.983947e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 154411 members 
Entering Unmasked Estep 
Score: -19839588.000000 Penalty: 5927.439941
	Iteration 13Q: 3 clusters Score -1.983959e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 154453 members 
Entering Unmasked Estep 
Score: -19839604.000000 Penalty: 5927.439941
	Iteration 14Q: 3 clusters Score -1.98396e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -19839668.000000 Penalty: 5927.439941
	Iteration 15Q: 3 clusters Score -1.983967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 154494 members 
Entering Unmasked Estep 
Score: -19839698.000000 Penalty: 5927.439941
	Iteration 16Q: 3 clusters Score -1.98397e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -19839736.000000 Penalty: 5927.439941
	Iteration 17Q: 3 clusters Score -1.983974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -19839750.000000 Penalty: 5927.439941
	Iteration 18Q: 3 clusters Score -1.983975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -19839760.000000 Penalty: 5927.439941
	Iteration 19Q: 3 clusters Score -1.983976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 154510 members 
Entering Unmasked Estep 
Score: -19839764.000000 Penalty: 5927.439941
	Iteration 20F: 3 clusters Score -1.983976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 154511 members 
Entering Unmasked Estep 
Score: -19839760.000000 Penalty: 5927.439941
	Iteration 21Q: 3 clusters Score -1.983976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 154510 members 
Entering Unmasked Estep 
Score: -19839762.000000 Penalty: 5927.439941
	Iteration 22Q: 3 clusters Score -1.983976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 154510 members 
Entering Unmasked Estep 
Score: -19839762.000000 Penalty: 5927.439941
	Iteration 23F: 3 clusters Score -1.983976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Entering Unmasked Estep 
Score: -756833.250000 Penalty: 2150.564209
	Iteration 0F: 2 clusters Score -756833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -751858.625000 Penalty: 4301.128418
	Iteration 0F: 3 clusters Score -751858.6 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -753154.125000 Penalty: 4301.128418
	Iteration 1F: 3 clusters Score -753154.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -753442.750000 Penalty: 4301.128418
	Iteration 2F: 3 clusters Score -753442.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -753688.937500 Penalty: 4301.128418
	Iteration 3F: 3 clusters Score -753688.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -753894.812500 Penalty: 4301.128418
	Iteration 4F: 3 clusters Score -753894.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -754115.625000 Penalty: 4301.128418
	Iteration 5Q: 3 clusters Score -754115.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -754344.437500 Penalty: 4301.128418
	Iteration 6F: 3 clusters Score -754344.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -754613.875000 Penalty: 4301.128418
	Iteration 7F: 3 clusters Score -754613.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -754881.312500 Penalty: 4301.128418
	Iteration 8F: 3 clusters Score -754881.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -755135.937500 Penalty: 4301.128418
	Iteration 9F: 3 clusters Score -755135.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -755366.750000 Penalty: 4301.128418
	Iteration 10Q: 3 clusters Score -755366.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -755553.687500 Penalty: 4301.128418
	Iteration 11Q: 3 clusters Score -755553.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -755695.375000 Penalty: 4301.128418
	Iteration 12Q: 3 clusters Score -755695.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -755803.375000 Penalty: 4301.128418
	Iteration 13Q: 3 clusters Score -755803.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -755884.375000 Penalty: 4301.128418
	Iteration 14Q: 3 clusters Score -755884.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -755943.500000 Penalty: 4301.128418
	Iteration 15Q: 3 clusters Score -755943.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -755975.812500 Penalty: 4301.128418
	Iteration 16Q: 3 clusters Score -755975.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -756005.250000 Penalty: 4301.128418
	Iteration 17Q: 3 clusters Score -756005.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -756023.062500 Penalty: 4301.128418
	Iteration 18Q: 3 clusters Score -756023.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -756040.750000 Penalty: 4301.128418
	Iteration 19Q: 3 clusters Score -756040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -756045.812500 Penalty: 4301.128418
	Iteration 20F: 3 clusters Score -756045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -756046.687500 Penalty: 4301.128418
	Iteration 21Q: 3 clusters Score -756046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -756048.000000 Penalty: 4301.128418
	Iteration 22Q: 3 clusters Score -756048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -756048.000000 Penalty: 4301.128418
	Iteration 23F: 3 clusters Score -756048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Entering Unmasked Estep 
Score: -3458971.000000 Penalty: 2548.989502
	Iteration 0F: 2 clusters Score -3458971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3439103.250000 Penalty: 5097.979004
	Iteration 0F: 3 clusters Score -3439103 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3446580.000000 Penalty: 5097.979004
	Iteration 1F: 3 clusters Score -3446580 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3447339.750000 Penalty: 5097.979004
	Iteration 2F: 3 clusters Score -3447340 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3448060.750000 Penalty: 5097.979004
	Iteration 3F: 3 clusters Score -3448061 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3448765.250000 Penalty: 5097.979004
	Iteration 4F: 3 clusters Score -3448765 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3449451.250000 Penalty: 5097.979004
	Iteration 5Q: 3 clusters Score -3449451 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3450142.250000 Penalty: 5097.979004
	Iteration 6Q: 3 clusters Score -3450142 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3450752.250000 Penalty: 5097.979004
	Iteration 7Q: 3 clusters Score -3450752 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3451400.250000 Penalty: 5097.979004
	Iteration 8Q: 3 clusters Score -3451400 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3452100.250000 Penalty: 5097.979004
	Iteration 9Q: 3 clusters Score -3452100 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3452872.250000 Penalty: 5097.979004
	Iteration 10Q: 3 clusters Score -3452872 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3453601.250000 Penalty: 5097.979004
	Iteration 11Q: 3 clusters Score -3453601 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3454234.250000 Penalty: 5097.979004
	Iteration 12Q: 3 clusters Score -3454234 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3454752.000000 Penalty: 5097.979004
	Iteration 13Q: 3 clusters Score -3454752 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3455093.250000 Penalty: 5097.979004
	Iteration 14Q: 3 clusters Score -3455093 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3455369.250000 Penalty: 5097.979004
	Iteration 15Q: 3 clusters Score -3455369 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3455602.500000 Penalty: 5097.979004
	Iteration 16Q: 3 clusters Score -3455602 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3455754.000000 Penalty: 5097.979004
	Iteration 17Q: 3 clusters Score -3455754 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3455873.250000 Penalty: 5097.979004
	Iteration 18Q: 3 clusters Score -3455873 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3455985.750000 Penalty: 5097.979004
	Iteration 19Q: 3 clusters Score -3455986 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3456077.250000 Penalty: 5097.979004
	Iteration 20F: 3 clusters Score -3456077 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3456165.000000 Penalty: 5097.979004
	Iteration 21Q: 3 clusters Score -3456165 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3456255.500000 Penalty: 5097.979004
	Iteration 22Q: 3 clusters Score -3456256 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3456333.500000 Penalty: 5097.979004
	Iteration 23Q: 3 clusters Score -3456334 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3456416.000000 Penalty: 5097.979004
	Iteration 24Q: 3 clusters Score -3456416 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3456498.500000 Penalty: 5097.979004
	Iteration 25Q: 3 clusters Score -3456498 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3456566.750000 Penalty: 5097.979004
	Iteration 26Q: 3 clusters Score -3456567 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3456627.250000 Penalty: 5097.979004
	Iteration 27Q: 3 clusters Score -3456627 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3456681.000000 Penalty: 5097.979004
	Iteration 28Q: 3 clusters Score -3456681 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3456740.500000 Penalty: 5097.979004
	Iteration 29Q: 3 clusters Score -3456740 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3456805.500000 Penalty: 5097.979004
	Iteration 30Q: 3 clusters Score -3456806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3456856.500000 Penalty: 5097.979004
	Iteration 31Q: 3 clusters Score -3456856 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3456911.750000 Penalty: 5097.979004
	Iteration 32Q: 3 clusters Score -3456912 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3456972.500000 Penalty: 5097.979004
	Iteration 33Q: 3 clusters Score -3456972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3457026.000000 Penalty: 5097.979004
	Iteration 34Q: 3 clusters Score -3457026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3457061.750000 Penalty: 5097.979004
	Iteration 35Q: 3 clusters Score -3457062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3457099.500000 Penalty: 5097.979004
	Iteration 36Q: 3 clusters Score -3457100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3457122.500000 Penalty: 5097.979004
	Iteration 37Q: 3 clusters Score -3457122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3457147.000000 Penalty: 5097.979004
	Iteration 38Q: 3 clusters Score -3457147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3457162.750000 Penalty: 5097.979004
	Iteration 39Q: 3 clusters Score -3457163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3457181.250000 Penalty: 5097.979004
	Iteration 40F: 3 clusters Score -3457181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3457182.250000 Penalty: 5097.979004
	Iteration 41Q: 3 clusters Score -3457182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3457191.250000 Penalty: 5097.979004
	Iteration 42Q: 3 clusters Score -3457191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3457202.500000 Penalty: 5097.979004
	Iteration 43Q: 3 clusters Score -3457202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3457203.500000 Penalty: 5097.979004
	Iteration 44Q: 3 clusters Score -3457204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3457203.500000 Penalty: 5097.979004
	Iteration 45Q: 3 clusters Score -3457204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3457210.750000 Penalty: 5097.979004
	Iteration 46Q: 3 clusters Score -3457211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3457213.750000 Penalty: 5097.979004
	Iteration 47Q: 3 clusters Score -3457214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3457217.500000 Penalty: 5097.979004
	Iteration 48Q: 3 clusters Score -3457218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3457222.000000 Penalty: 5097.979004
	Iteration 49Q: 3 clusters Score -3457222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3457226.750000 Penalty: 5097.979004
	Iteration 50Q: 3 clusters Score -3457227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3457238.500000 Penalty: 5097.979004
	Iteration 51Q: 3 clusters Score -3457238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3457244.250000 Penalty: 5097.979004
	Iteration 52Q: 3 clusters Score -3457244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3457249.000000 Penalty: 5097.979004
	Iteration 53Q: 3 clusters Score -3457249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3457250.500000 Penalty: 5097.979004
	Iteration 54Q: 3 clusters Score -3457250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3457252.000000 Penalty: 5097.979004
	Iteration 55Q: 3 clusters Score -3457252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3457263.750000 Penalty: 5097.979004
	Iteration 56Q: 3 clusters Score -3457264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3457265.250000 Penalty: 5097.979004
	Iteration 57Q: 3 clusters Score -3457265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3457272.000000 Penalty: 5097.979004
	Iteration 58Q: 3 clusters Score -3457272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3457270.750000 Penalty: 5097.979004
	Iteration 59Q: 3 clusters Score -3457271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3457272.000000 Penalty: 5097.979004
	Iteration 60F: 3 clusters Score -3457272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3457273.500000 Penalty: 5097.979004
	Iteration 61Q: 3 clusters Score -3457274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3457272.500000 Penalty: 5097.979004
	Iteration 62Q: 3 clusters Score -3457272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3457268.000000 Penalty: 5097.979004
	Iteration 63Q: 3 clusters Score -3457268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3457268.250000 Penalty: 5097.979004
	Iteration 64Q: 3 clusters Score -3457268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3457271.500000 Penalty: 5097.979004
	Iteration 65Q: 3 clusters Score -3457272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3457271.500000 Penalty: 5097.979004
	Iteration 66Q: 3 clusters Score -3457272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3457270.750000 Penalty: 5097.979004
	Iteration 67Q: 3 clusters Score -3457271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3457270.750000 Penalty: 5097.979004
	Iteration 68F: 3 clusters Score -3457271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Entering Unmasked Estep 
Score: -3941701.750000 Penalty: 2563.774170
	Iteration 0F: 2 clusters Score -3941702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3920565.500000 Penalty: 5127.548340
	Iteration 0F: 3 clusters Score -3920566 nChanged 14048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3928350.500000 Penalty: 5127.548340
	Iteration 1F: 3 clusters Score -3928350 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3928987.000000 Penalty: 5127.548340
	Iteration 2F: 3 clusters Score -3928987 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3929667.500000 Penalty: 5127.548340
	Iteration 3F: 3 clusters Score -3929668 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3930342.000000 Penalty: 5127.548340
	Iteration 4F: 3 clusters Score -3930342 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3931131.750000 Penalty: 5127.548340
	Iteration 5F: 3 clusters Score -3931132 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -3932004.500000 Penalty: 5127.548340
	Iteration 6F: 3 clusters Score -3932004 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3933011.500000 Penalty: 5127.548340
	Iteration 7F: 3 clusters Score -3933012 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3934082.500000 Penalty: 5127.548340
	Iteration 8F: 3 clusters Score -3934082 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3935250.500000 Penalty: 5127.548340
	Iteration 9F: 3 clusters Score -3935250 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3936364.750000 Penalty: 5127.548340
	Iteration 10F: 3 clusters Score -3936365 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3937332.750000 Penalty: 5127.548340
	Iteration 11Q: 3 clusters Score -3937333 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3938061.000000 Penalty: 5127.548340
	Iteration 12Q: 3 clusters Score -3938061 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3938561.000000 Penalty: 5127.548340
	Iteration 13Q: 3 clusters Score -3938561 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -3938908.500000 Penalty: 5127.548340
	Iteration 14Q: 3 clusters Score -3938908 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3939125.000000 Penalty: 5127.548340
	Iteration 15Q: 3 clusters Score -3939125 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -3939276.250000 Penalty: 5127.548340
	Iteration 16Q: 3 clusters Score -3939276 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3939356.750000 Penalty: 5127.548340
	Iteration 17Q: 3 clusters Score -3939357 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3939401.250000 Penalty: 5127.548340
	Iteration 18Q: 3 clusters Score -3939401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3939428.000000 Penalty: 5127.548340
	Iteration 19Q: 3 clusters Score -3939428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3939444.000000 Penalty: 5127.548340
	Iteration 20F: 3 clusters Score -3939444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3939469.000000 Penalty: 5127.548340
	Iteration 21Q: 3 clusters Score -3939469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3939474.000000 Penalty: 5127.548340
	Iteration 22Q: 3 clusters Score -3939474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3939485.250000 Penalty: 5127.548340
	Iteration 23Q: 3 clusters Score -3939485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -3939497.250000 Penalty: 5127.548340
	Iteration 24Q: 3 clusters Score -3939497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -3939507.500000 Penalty: 5127.548340
	Iteration 25Q: 3 clusters Score -3939508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -3939518.750000 Penalty: 5127.548340
	Iteration 26Q: 3 clusters Score -3939519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -3939532.000000 Penalty: 5127.548340
	Iteration 27Q: 3 clusters Score -3939532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3939550.500000 Penalty: 5127.548340
	Iteration 28Q: 3 clusters Score -3939550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3939550.750000 Penalty: 5127.548340
	Iteration 29Q: 3 clusters Score -3939551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -3939569.750000 Penalty: 5127.548340
	Iteration 30Q: 3 clusters Score -3939570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3939571.750000 Penalty: 5127.548340
	Iteration 31Q: 3 clusters Score -3939572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -3939574.750000 Penalty: 5127.548340
	Iteration 32Q: 3 clusters Score -3939575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3939585.250000 Penalty: 5127.548340
	Iteration 33Q: 3 clusters Score -3939585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -3939587.000000 Penalty: 5127.548340
	Iteration 34Q: 3 clusters Score -3939587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3939588.500000 Penalty: 5127.548340
	Iteration 35Q: 3 clusters Score -3939588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3939595.250000 Penalty: 5127.548340
	Iteration 36Q: 3 clusters Score -3939595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -3939598.750000 Penalty: 5127.548340
	Iteration 37Q: 3 clusters Score -3939599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3939602.500000 Penalty: 5127.548340
	Iteration 38Q: 3 clusters Score -3939602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3939606.000000 Penalty: 5127.548340
	Iteration 39Q: 3 clusters Score -3939606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3939608.750000 Penalty: 5127.548340
	Iteration 40F: 3 clusters Score -3939609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3939610.750000 Penalty: 5127.548340
	Iteration 41Q: 3 clusters Score -3939611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3939613.750000 Penalty: 5127.548340
	Iteration 42Q: 3 clusters Score -3939614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -3939613.500000 Penalty: 5127.548340
	Iteration 43Q: 3 clusters Score -3939614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -3939613.500000 Penalty: 5127.548340
	Iteration 44F: 3 clusters Score -3939614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -92771.523438 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -92771.52 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 425 members 
Entering Unmasked Estep 
Score: -91166.664062 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -91166.66 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91713.500000 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -91713.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91973.750000 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -91973.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92100.578125 Penalty: 3344.468994
	Iteration 3F: 3 clusters Score -92100.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92184.484375 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -92184.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92279.265625 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -92279.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92402.890625 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -92402.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -92472.453125 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -92472.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -92493.296875 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -92493.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92512.632812 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -92512.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -92528.523438 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -92528.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -92541.718750 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -92541.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92543.656250 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -92543.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -92547.812500 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -92547.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92553.429688 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -92553.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92553.429688 Penalty: 3344.468994
	Iteration 15F: 3 clusters Score -92553.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -59452.019531 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -59452.02 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 281 members 
Entering Unmasked Estep 
Score: -57966.199219 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -57966.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58400.195312 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -58400.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58767.402344 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -58767.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59084.800781 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -59084.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59361.890625 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -59361.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59456.761719 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -59456.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59485.496094 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -59485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59497.246094 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -59497.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59505.683594 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -59505.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59505.683594 Penalty: 3131.519775
	Iteration 9F: 3 clusters Score -59505.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102918 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11566 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25585 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69664 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54166 members 
Mstep: Class 21 contains 4467 members 
Mstep: Class 22 contains 154892 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 29091 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 319 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Mstep: Class 32 contains 233 members 
Entering Unmasked Estep 
Score: -77996944.000000 Penalty: 105949.625000
Splitting cluster 27 changes total score from -77998608.000000 to -77996944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (16937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Entering Unmasked Estep 
Score: -2162324.000000 Penalty: 2414.839600
	Iteration 0F: 2 clusters Score -2162324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2150298.000000 Penalty: 4829.679199
	Iteration 0F: 3 clusters Score -2150298 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2154187.000000 Penalty: 4829.679199
	Iteration 1F: 3 clusters Score -2154187 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2154541.250000 Penalty: 4829.679199
	Iteration 2F: 3 clusters Score -2154541 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2154894.500000 Penalty: 4829.679199
	Iteration 3Q: 3 clusters Score -2154894 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2155262.750000 Penalty: 4829.679199
	Iteration 4Q: 3 clusters Score -2155263 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2155703.250000 Penalty: 4829.679199
	Iteration 5Q: 3 clusters Score -2155703 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2156256.250000 Penalty: 4829.679199
	Iteration 6F: 3 clusters Score -2156256 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2156924.750000 Penalty: 4829.679199
	Iteration 7F: 3 clusters Score -2156925 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2157631.500000 Penalty: 4829.679199
	Iteration 8F: 3 clusters Score -2157632 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2158323.750000 Penalty: 4829.679199
	Iteration 9F: 3 clusters Score -2158324 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2158954.000000 Penalty: 4829.679199
	Iteration 10Q: 3 clusters Score -2158954 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2159474.250000 Penalty: 4829.679199
	Iteration 11Q: 3 clusters Score -2159474 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2159856.750000 Penalty: 4829.679199
	Iteration 12Q: 3 clusters Score -2159857 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2160139.000000 Penalty: 4829.679199
	Iteration 13Q: 3 clusters Score -2160139 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2160333.000000 Penalty: 4829.679199
	Iteration 14Q: 3 clusters Score -2160333 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2160444.250000 Penalty: 4829.679199
	Iteration 15Q: 3 clusters Score -2160444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2160502.250000 Penalty: 4829.679199
	Iteration 16Q: 3 clusters Score -2160502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2160559.500000 Penalty: 4829.679199
	Iteration 17Q: 3 clusters Score -2160560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2160596.000000 Penalty: 4829.679199
	Iteration 18Q: 3 clusters Score -2160596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2160621.500000 Penalty: 4829.679199
	Iteration 19Q: 3 clusters Score -2160622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2160651.000000 Penalty: 4829.679199
	Iteration 20F: 3 clusters Score -2160651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2160664.750000 Penalty: 4829.679199
	Iteration 21Q: 3 clusters Score -2160665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2160678.750000 Penalty: 4829.679199
	Iteration 22Q: 3 clusters Score -2160679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2160688.250000 Penalty: 4829.679199
	Iteration 23Q: 3 clusters Score -2160688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2160694.750000 Penalty: 4829.679199
	Iteration 24Q: 3 clusters Score -2160695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2160700.750000 Penalty: 4829.679199
	Iteration 25Q: 3 clusters Score -2160701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2160699.000000 Penalty: 4829.679199
	Iteration 26Q: 3 clusters Score -2160699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2160700.250000 Penalty: 4829.679199
	Iteration 27Q: 3 clusters Score -2160700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2160699.500000 Penalty: 4829.679199
	Iteration 28Q: 3 clusters Score -2160700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2160701.500000 Penalty: 4829.679199
	Iteration 29Q: 3 clusters Score -2160702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2160700.000000 Penalty: 4829.679199
	Iteration 30Q: 3 clusters Score -2160700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2160698.500000 Penalty: 4829.679199
	Iteration 31Q: 3 clusters Score -2160698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2160698.500000 Penalty: 4829.679199
	Iteration 32F: 3 clusters Score -2160698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -24764.136719 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -24764.14 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 123 members 
Entering Unmasked Estep 
Score: -23577.812500 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -23577.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23720.169922 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -23720.17 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: -23764.203125 Penalty: 2718.396973
	Iteration 2Q: 3 clusters Score -23764.2 nChanged 6
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: -23784.394531 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -23784.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23812.710938 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -23812.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23816.068359 Penalty: 2718.396973
	Iteration 5Q: 3 clusters Score -23816.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23816.068359 Penalty: 2718.396973
	Iteration 6F: 3 clusters Score -23816.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -89187.953125 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -89187.95 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 364 members 
Entering Unmasked Estep 
Score: -87455.703125 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -87455.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87806.937500 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -87806.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88014.101562 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -88014.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88115.132812 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -88115.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88160.132812 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -88160.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88209.351562 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -88209.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88231.851562 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -88231.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88255.054688 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -88255.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88284.507812 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -88284.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88315.742188 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -88315.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88328.453125 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -88328.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88340.445312 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -88340.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88360.601562 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -88360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88369.773438 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -88369.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88376.500000 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -88376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88389.304688 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -88389.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88412.656250 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -88412.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -88426.234375 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -88426.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88441.406250 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -88441.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -88456.601562 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -88456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88459.132812 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -88459.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88462.125000 Penalty: 3270.149902
	Iteration 21Q: 3 clusters Score -88462.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88462.125000 Penalty: 3270.149902
	Iteration 22F: 3 clusters Score -88462.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -105753.851562 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -105753.9 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 417 members 
Entering Unmasked Estep 
Score: -103906.429688 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -103906.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -104460.406250 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -104460.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104791.726562 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -104791.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104945.781250 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -104945.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105105.539062 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -105105.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105368.789062 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -105368.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105469.421875 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -105469.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105517.015625 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -105517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105535.296875 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -105535.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105542.843750 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -105542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105545.843750 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -105545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105547.601562 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -105547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105548.375000 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -105548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105550.648438 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -105550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105552.382812 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -105552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105552.835938 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -105552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105552.835938 Penalty: 3365.651611
	Iteration 16F: 3 clusters Score -105552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102918 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11566 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25585 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69664 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54166 members 
Mstep: Class 21 contains 4467 members 
Mstep: Class 22 contains 154892 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 29091 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998616.000000 Penalty: 102638.695312
Iteration 159Q: 32 clusters Score -7.799862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54779 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102912 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11564 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25586 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69663 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54166 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 154894 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 29096 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998584.000000 Penalty: 102638.695312
Iteration 160F: 32 clusters Score -7.799858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 54778 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102910 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11565 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25584 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69663 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54166 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 154898 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 29099 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16936 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998600.000000 Penalty: 102638.695312
Iteration 161Q: 32 clusters Score -7.79986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 54776 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102908 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11566 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25582 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69663 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54166 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 154901 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 29100 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16936 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998592.000000 Penalty: 102638.695312
Iteration 162Q: 32 clusters Score -7.799859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 54776 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102903 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25581 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69663 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54167 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 154902 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 29103 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998624.000000 Penalty: 102638.695312
Iteration 163Q: 32 clusters Score -7.799862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 54776 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102901 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25578 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69663 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54169 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 154904 members 
Mstep: Class 23 contains 5836 members 
Mstep: Class 24 contains 29102 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998648.000000 Penalty: 102638.695312
Iteration 164Q: 32 clusters Score -7.799865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 54776 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102899 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25577 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69662 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54169 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 154905 members 
Mstep: Class 23 contains 5836 members 
Mstep: Class 24 contains 29103 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998632.000000 Penalty: 102638.695312
Iteration 165Q: 32 clusters Score -7.799863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 54775 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102898 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25577 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69662 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54170 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 154905 members 
Mstep: Class 23 contains 5836 members 
Mstep: Class 24 contains 29103 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998616.000000 Penalty: 102638.695312
Iteration 166Q: 32 clusters Score -7.799862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 54774 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102897 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25577 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69662 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54171 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 154905 members 
Mstep: Class 23 contains 5836 members 
Mstep: Class 24 contains 29103 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998624.000000 Penalty: 102638.695312
Iteration 167Q: 32 clusters Score -7.799862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 54775 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102897 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25577 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69662 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54171 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 154904 members 
Mstep: Class 23 contains 5836 members 
Mstep: Class 24 contains 29103 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998616.000000 Penalty: 102638.695312
Iteration 168Q: 32 clusters Score -7.799862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 54774 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102897 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25577 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69662 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54171 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 154903 members 
Mstep: Class 23 contains 5836 members 
Mstep: Class 24 contains 29104 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998616.000000 Penalty: 102638.695312
Iteration 169Q: 32 clusters Score -7.799862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 54774 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102897 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25577 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69662 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 54171 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 154903 members 
Mstep: Class 23 contains 5836 members 
Mstep: Class 24 contains 29104 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77998616.000000 Penalty: 102638.695312
Iteration 170F: 32 clusters Score -7.799862e+07 nChanged 0
Entering ConstructFrom: 
Score: -77998616.000000 Penalty: 102638.695312
Entering ConstructFrom: 
Trying to split cluster 1 (5909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Entering Unmasked Estep 
Score: -750439.062500 Penalty: 2153.689453
	Iteration 0F: 2 clusters Score -750439.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -745383.187500 Penalty: 4307.378906
	Iteration 0F: 3 clusters Score -745383.2 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -746623.562500 Penalty: 4307.378906
	Iteration 1F: 3 clusters Score -746623.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -746886.500000 Penalty: 4307.378906
	Iteration 2F: 3 clusters Score -746886.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -747065.000000 Penalty: 4307.378906
	Iteration 3F: 3 clusters Score -747065 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -747197.437500 Penalty: 4307.378906
	Iteration 4Q: 3 clusters Score -747197.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -747307.125000 Penalty: 4307.378906
	Iteration 5Q: 3 clusters Score -747307.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -747413.750000 Penalty: 4307.378906
	Iteration 6Q: 3 clusters Score -747413.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -747494.000000 Penalty: 4307.378906
	Iteration 7Q: 3 clusters Score -747494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -747557.625000 Penalty: 4307.378906
	Iteration 8Q: 3 clusters Score -747557.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -747613.625000 Penalty: 4307.378906
	Iteration 9Q: 3 clusters Score -747613.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -747665.125000 Penalty: 4307.378906
	Iteration 10Q: 3 clusters Score -747665.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -747731.750000 Penalty: 4307.378906
	Iteration 11Q: 3 clusters Score -747731.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -747810.875000 Penalty: 4307.378906
	Iteration 12Q: 3 clusters Score -747810.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -747910.312500 Penalty: 4307.378906
	Iteration 13Q: 3 clusters Score -747910.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -748011.687500 Penalty: 4307.378906
	Iteration 14Q: 3 clusters Score -748011.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -748089.687500 Penalty: 4307.378906
	Iteration 15Q: 3 clusters Score -748089.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -748158.000000 Penalty: 4307.378906
	Iteration 16Q: 3 clusters Score -748158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -748229.750000 Penalty: 4307.378906
	Iteration 17Q: 3 clusters Score -748229.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -748297.250000 Penalty: 4307.378906
	Iteration 18Q: 3 clusters Score -748297.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -748351.687500 Penalty: 4307.378906
	Iteration 19Q: 3 clusters Score -748351.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -748393.125000 Penalty: 4307.378906
	Iteration 20F: 3 clusters Score -748393.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -748426.437500 Penalty: 4307.378906
	Iteration 21Q: 3 clusters Score -748426.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -748452.625000 Penalty: 4307.378906
	Iteration 22Q: 3 clusters Score -748452.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -748475.187500 Penalty: 4307.378906
	Iteration 23Q: 3 clusters Score -748475.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -748492.250000 Penalty: 4307.378906
	Iteration 24Q: 3 clusters Score -748492.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -748508.812500 Penalty: 4307.378906
	Iteration 25Q: 3 clusters Score -748508.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -748522.437500 Penalty: 4307.378906
	Iteration 26Q: 3 clusters Score -748522.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -748537.687500 Penalty: 4307.378906
	Iteration 27Q: 3 clusters Score -748537.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -748551.312500 Penalty: 4307.378906
	Iteration 28Q: 3 clusters Score -748551.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -748570.312500 Penalty: 4307.378906
	Iteration 29Q: 3 clusters Score -748570.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -748582.375000 Penalty: 4307.378906
	Iteration 30Q: 3 clusters Score -748582.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -748594.062500 Penalty: 4307.378906
	Iteration 31Q: 3 clusters Score -748594.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -748602.062500 Penalty: 4307.378906
	Iteration 32Q: 3 clusters Score -748602.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -748609.687500 Penalty: 4307.378906
	Iteration 33Q: 3 clusters Score -748609.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -748613.812500 Penalty: 4307.378906
	Iteration 34Q: 3 clusters Score -748613.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -748619.312500 Penalty: 4307.378906
	Iteration 35Q: 3 clusters Score -748619.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -748620.812500 Penalty: 4307.378906
	Iteration 36Q: 3 clusters Score -748620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -748624.750000 Penalty: 4307.378906
	Iteration 37Q: 3 clusters Score -748624.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -748631.250000 Penalty: 4307.378906
	Iteration 38Q: 3 clusters Score -748631.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -748635.812500 Penalty: 4307.378906
	Iteration 39Q: 3 clusters Score -748635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -748639.312500 Penalty: 4307.378906
	Iteration 40F: 3 clusters Score -748639.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -748644.875000 Penalty: 4307.378906
	Iteration 41Q: 3 clusters Score -748644.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -748652.062500 Penalty: 4307.378906
	Iteration 42Q: 3 clusters Score -748652.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -748656.375000 Penalty: 4307.378906
	Iteration 43Q: 3 clusters Score -748656.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -748659.687500 Penalty: 4307.378906
	Iteration 44Q: 3 clusters Score -748659.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -748663.875000 Penalty: 4307.378906
	Iteration 45Q: 3 clusters Score -748663.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -748670.062500 Penalty: 4307.378906
	Iteration 46Q: 3 clusters Score -748670.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -748671.312500 Penalty: 4307.378906
	Iteration 47Q: 3 clusters Score -748671.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -748677.125000 Penalty: 4307.378906
	Iteration 48Q: 3 clusters Score -748677.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -748681.562500 Penalty: 4307.378906
	Iteration 49Q: 3 clusters Score -748681.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -748682.062500 Penalty: 4307.378906
	Iteration 50Q: 3 clusters Score -748682.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -748685.062500 Penalty: 4307.378906
	Iteration 51Q: 3 clusters Score -748685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -748684.812500 Penalty: 4307.378906
	Iteration 52Q: 3 clusters Score -748684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -748685.187500 Penalty: 4307.378906
	Iteration 53Q: 3 clusters Score -748685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -748686.687500 Penalty: 4307.378906
	Iteration 54Q: 3 clusters Score -748686.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -748686.687500 Penalty: 4307.378906
	Iteration 55F: 3 clusters Score -748686.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Entering Unmasked Estep 
Score: -6947629.500000 Penalty: 2705.920654
	Iteration 0F: 2 clusters Score -6947630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -6910669.000000 Penalty: 5411.841309
	Iteration 0F: 3 clusters Score -6910669 nChanged 25455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -6924930.000000 Penalty: 5411.841309
	Iteration 1F: 3 clusters Score -6924930 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -6925594.000000 Penalty: 5411.841309
	Iteration 2Q: 3 clusters Score -6925594 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -6926312.500000 Penalty: 5411.841309
	Iteration 3Q: 3 clusters Score -6926312 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -6927236.500000 Penalty: 5411.841309
	Iteration 4Q: 3 clusters Score -6927236 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -6928543.500000 Penalty: 5411.841309
	Iteration 5Q: 3 clusters Score -6928544 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -6930093.500000 Penalty: 5411.841309
	Iteration 6F: 3 clusters Score -6930094 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -6931899.000000 Penalty: 5411.841309
	Iteration 7F: 3 clusters Score -6931899 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -6934117.000000 Penalty: 5411.841309
	Iteration 8F: 3 clusters Score -6934117 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -6936554.000000 Penalty: 5411.841309
	Iteration 9F: 3 clusters Score -6936554 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -6938793.000000 Penalty: 5411.841309
	Iteration 10F: 3 clusters Score -6938793 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -6940480.000000 Penalty: 5411.841309
	Iteration 11Q: 3 clusters Score -6940480 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -6941519.000000 Penalty: 5411.841309
	Iteration 12Q: 3 clusters Score -6941519 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -6942076.500000 Penalty: 5411.841309
	Iteration 13Q: 3 clusters Score -6942076 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -6942460.000000 Penalty: 5411.841309
	Iteration 14Q: 3 clusters Score -6942460 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -6942674.500000 Penalty: 5411.841309
	Iteration 15Q: 3 clusters Score -6942674 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -6942849.000000 Penalty: 5411.841309
	Iteration 16Q: 3 clusters Score -6942849 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -6942961.500000 Penalty: 5411.841309
	Iteration 17Q: 3 clusters Score -6942962 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -6943066.500000 Penalty: 5411.841309
	Iteration 18Q: 3 clusters Score -6943066 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -6943105.500000 Penalty: 5411.841309
	Iteration 19Q: 3 clusters Score -6943106 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -6943173.000000 Penalty: 5411.841309
	Iteration 20F: 3 clusters Score -6943173 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -6943179.000000 Penalty: 5411.841309
	Iteration 21Q: 3 clusters Score -6943179 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -6943186.500000 Penalty: 5411.841309
	Iteration 22Q: 3 clusters Score -6943186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -6943184.500000 Penalty: 5411.841309
	Iteration 23Q: 3 clusters Score -6943184 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -6943189.000000 Penalty: 5411.841309
	Iteration 24Q: 3 clusters Score -6943189 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -6943171.000000 Penalty: 5411.841309
	Iteration 25Q: 3 clusters Score -6943171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -6943182.500000 Penalty: 5411.841309
	Iteration 26Q: 3 clusters Score -6943182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -6943191.000000 Penalty: 5411.841309
	Iteration 27Q: 3 clusters Score -6943191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -6943188.000000 Penalty: 5411.841309
	Iteration 28Q: 3 clusters Score -6943188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -6943187.000000 Penalty: 5411.841309
	Iteration 29Q: 3 clusters Score -6943187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -6943188.500000 Penalty: 5411.841309
	Iteration 30Q: 3 clusters Score -6943188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -6943183.000000 Penalty: 5411.841309
	Iteration 31Q: 3 clusters Score -6943183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -6943192.000000 Penalty: 5411.841309
	Iteration 32Q: 3 clusters Score -6943192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -6943195.500000 Penalty: 5411.841309
	Iteration 33Q: 3 clusters Score -6943196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -6943205.000000 Penalty: 5411.841309
	Iteration 34Q: 3 clusters Score -6943205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -6943204.000000 Penalty: 5411.841309
	Iteration 35Q: 3 clusters Score -6943204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -6943210.500000 Penalty: 5411.841309
	Iteration 36Q: 3 clusters Score -6943210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -6943210.000000 Penalty: 5411.841309
	Iteration 37Q: 3 clusters Score -6943210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -6943209.500000 Penalty: 5411.841309
	Iteration 38Q: 3 clusters Score -6943210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -6943209.500000 Penalty: 5411.841309
	Iteration 39Q: 3 clusters Score -6943210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -6943208.500000 Penalty: 5411.841309
	Iteration 40F: 3 clusters Score -6943208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -6943204.000000 Penalty: 5411.841309
	Iteration 41Q: 3 clusters Score -6943204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -6943199.500000 Penalty: 5411.841309
	Iteration 42Q: 3 clusters Score -6943200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -6943195.000000 Penalty: 5411.841309
	Iteration 43Q: 3 clusters Score -6943195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -6943206.500000 Penalty: 5411.841309
	Iteration 44Q: 3 clusters Score -6943206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -6943201.500000 Penalty: 5411.841309
	Iteration 45Q: 3 clusters Score -6943202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -6943200.500000 Penalty: 5411.841309
	Iteration 46Q: 3 clusters Score -6943200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -6943201.000000 Penalty: 5411.841309
	Iteration 47Q: 3 clusters Score -6943201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -6943202.500000 Penalty: 5411.841309
	Iteration 48Q: 3 clusters Score -6943202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6943201.000000 Penalty: 5411.841309
	Iteration 49Q: 3 clusters Score -6943201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6943202.000000 Penalty: 5411.841309
	Iteration 50Q: 3 clusters Score -6943202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6943202.000000 Penalty: 5411.841309
	Iteration 51F: 3 clusters Score -6943202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Entering Unmasked Estep 
Score: -1048979.750000 Penalty: 2220.727051
	Iteration 0F: 2 clusters Score -1048980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1042723.375000 Penalty: 4441.454102
	Iteration 0F: 3 clusters Score -1042723 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1044379.500000 Penalty: 4441.454102
	Iteration 1F: 3 clusters Score -1044380 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1044594.812500 Penalty: 4441.454102
	Iteration 2F: 3 clusters Score -1044595 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1044718.687500 Penalty: 4441.454102
	Iteration 3Q: 3 clusters Score -1044719 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1044797.250000 Penalty: 4441.454102
	Iteration 4Q: 3 clusters Score -1044797 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1044865.375000 Penalty: 4441.454102
	Iteration 5Q: 3 clusters Score -1044865 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1044916.437500 Penalty: 4441.454102
	Iteration 6Q: 3 clusters Score -1044916 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1044957.000000 Penalty: 4441.454102
	Iteration 7Q: 3 clusters Score -1044957 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1044993.437500 Penalty: 4441.454102
	Iteration 8Q: 3 clusters Score -1044993 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1045028.812500 Penalty: 4441.454102
	Iteration 9Q: 3 clusters Score -1045029 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1045061.250000 Penalty: 4441.454102
	Iteration 10Q: 3 clusters Score -1045061 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1045100.937500 Penalty: 4441.454102
	Iteration 11Q: 3 clusters Score -1045101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1045139.250000 Penalty: 4441.454102
	Iteration 12Q: 3 clusters Score -1045139 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1045173.875000 Penalty: 4441.454102
	Iteration 13Q: 3 clusters Score -1045174 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1045215.875000 Penalty: 4441.454102
	Iteration 14Q: 3 clusters Score -1045216 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1045261.062500 Penalty: 4441.454102
	Iteration 15Q: 3 clusters Score -1045261 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1045319.437500 Penalty: 4441.454102
	Iteration 16Q: 3 clusters Score -1045319 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1045392.750000 Penalty: 4441.454102
	Iteration 17Q: 3 clusters Score -1045393 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1045475.125000 Penalty: 4441.454102
	Iteration 18Q: 3 clusters Score -1045475 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1045558.500000 Penalty: 4441.454102
	Iteration 19Q: 3 clusters Score -1045558 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1045665.812500 Penalty: 4441.454102
	Iteration 20F: 3 clusters Score -1045666 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1045795.000000 Penalty: 4441.454102
	Iteration 21Q: 3 clusters Score -1045795 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1045955.875000 Penalty: 4441.454102
	Iteration 22Q: 3 clusters Score -1045956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1046140.312500 Penalty: 4441.454102
	Iteration 23Q: 3 clusters Score -1046140 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1046319.187500 Penalty: 4441.454102
	Iteration 24Q: 3 clusters Score -1046319 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1046477.500000 Penalty: 4441.454102
	Iteration 25Q: 3 clusters Score -1046478 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1046601.062500 Penalty: 4441.454102
	Iteration 26Q: 3 clusters Score -1046601 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1046692.250000 Penalty: 4441.454102
	Iteration 27Q: 3 clusters Score -1046692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1046780.312500 Penalty: 4441.454102
	Iteration 28Q: 3 clusters Score -1046780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1046828.750000 Penalty: 4441.454102
	Iteration 29Q: 3 clusters Score -1046829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1046863.812500 Penalty: 4441.454102
	Iteration 30Q: 3 clusters Score -1046864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1046897.062500 Penalty: 4441.454102
	Iteration 31Q: 3 clusters Score -1046897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1046925.937500 Penalty: 4441.454102
	Iteration 32Q: 3 clusters Score -1046926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1046954.937500 Penalty: 4441.454102
	Iteration 33Q: 3 clusters Score -1046955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1046969.000000 Penalty: 4441.454102
	Iteration 34Q: 3 clusters Score -1046969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1046977.375000 Penalty: 4441.454102
	Iteration 35Q: 3 clusters Score -1046977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1046984.875000 Penalty: 4441.454102
	Iteration 36Q: 3 clusters Score -1046985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1046992.250000 Penalty: 4441.454102
	Iteration 37Q: 3 clusters Score -1046992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1046994.062500 Penalty: 4441.454102
	Iteration 38Q: 3 clusters Score -1046994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1046994.062500 Penalty: 4441.454102
	Iteration 39F: 3 clusters Score -1046994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Entering Unmasked Estep 
Score: -13017250.000000 Penalty: 2862.288086
	Iteration 0F: 2 clusters Score -1.301725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -12948230.000000 Penalty: 5724.576172
	Iteration 0F: 3 clusters Score -1.294823e+07 nChanged 48841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -12975868.000000 Penalty: 5724.576172
	Iteration 1F: 3 clusters Score -1.297587e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -12976783.000000 Penalty: 5724.576172
	Iteration 2Q: 3 clusters Score -1.297678e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -12977918.000000 Penalty: 5724.576172
	Iteration 3Q: 3 clusters Score -1.297792e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -12979572.000000 Penalty: 5724.576172
	Iteration 4Q: 3 clusters Score -1.297957e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -12982145.000000 Penalty: 5724.576172
	Iteration 5F: 3 clusters Score -1.298214e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -12986407.000000 Penalty: 5724.576172
	Iteration 6F: 3 clusters Score -1.298641e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -12991937.000000 Penalty: 5724.576172
	Iteration 7F: 3 clusters Score -1.299194e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -12997886.000000 Penalty: 5724.576172
	Iteration 8F: 3 clusters Score -1.299789e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -13003150.000000 Penalty: 5724.576172
	Iteration 9F: 3 clusters Score -1.300315e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -13007397.000000 Penalty: 5724.576172
	Iteration 10F: 3 clusters Score -1.30074e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 96801 members 
Entering Unmasked Estep 
Score: -13010467.000000 Penalty: 5724.576172
	Iteration 11Q: 3 clusters Score -1.301047e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 99277 members 
Entering Unmasked Estep 
Score: -13012384.000000 Penalty: 5724.576172
	Iteration 12Q: 3 clusters Score -1.301238e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 100692 members 
Entering Unmasked Estep 
Score: -13013454.000000 Penalty: 5724.576172
	Iteration 13Q: 3 clusters Score -1.301345e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -13014067.000000 Penalty: 5724.576172
	Iteration 14Q: 3 clusters Score -1.301407e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -13014405.000000 Penalty: 5724.576172
	Iteration 15Q: 3 clusters Score -1.30144e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -13014560.000000 Penalty: 5724.576172
	Iteration 16Q: 3 clusters Score -1.301456e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -13014644.000000 Penalty: 5724.576172
	Iteration 17Q: 3 clusters Score -1.301464e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 102245 members 
Entering Unmasked Estep 
Score: -13014694.000000 Penalty: 5724.576172
	Iteration 18Q: 3 clusters Score -1.301469e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -13014711.000000 Penalty: 5724.576172
	Iteration 19Q: 3 clusters Score -1.301471e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 102319 members 
Entering Unmasked Estep 
Score: -13014741.000000 Penalty: 5724.576172
	Iteration 20F: 3 clusters Score -1.301474e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -13014752.000000 Penalty: 5724.576172
	Iteration 21Q: 3 clusters Score -1.301475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 102349 members 
Entering Unmasked Estep 
Score: -13014775.000000 Penalty: 5724.576172
	Iteration 22Q: 3 clusters Score -1.301478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 102363 members 
Entering Unmasked Estep 
Score: -13014784.000000 Penalty: 5724.576172
	Iteration 23Q: 3 clusters Score -1.301478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 102371 members 
Entering Unmasked Estep 
Score: -13014790.000000 Penalty: 5724.576172
	Iteration 24Q: 3 clusters Score -1.301479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 102377 members 
Entering Unmasked Estep 
Score: -13014799.000000 Penalty: 5724.576172
	Iteration 25Q: 3 clusters Score -1.30148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -13014809.000000 Penalty: 5724.576172
	Iteration 26Q: 3 clusters Score -1.301481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 102384 members 
Entering Unmasked Estep 
Score: -13014817.000000 Penalty: 5724.576172
	Iteration 27Q: 3 clusters Score -1.301482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 102387 members 
Entering Unmasked Estep 
Score: -13014819.000000 Penalty: 5724.576172
	Iteration 28Q: 3 clusters Score -1.301482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 102387 members 
Entering Unmasked Estep 
Score: -13014820.000000 Penalty: 5724.576172
	Iteration 29Q: 3 clusters Score -1.301482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 102389 members 
Entering Unmasked Estep 
Score: -13014824.000000 Penalty: 5724.576172
	Iteration 30Q: 3 clusters Score -1.301482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 102393 members 
Entering Unmasked Estep 
Score: -13014828.000000 Penalty: 5724.576172
	Iteration 31Q: 3 clusters Score -1.301483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 102394 members 
Entering Unmasked Estep 
Score: -13014832.000000 Penalty: 5724.576172
	Iteration 32Q: 3 clusters Score -1.301483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 102396 members 
Entering Unmasked Estep 
Score: -13014836.000000 Penalty: 5724.576172
	Iteration 33Q: 3 clusters Score -1.301484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -13014839.000000 Penalty: 5724.576172
	Iteration 34Q: 3 clusters Score -1.301484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -13014847.000000 Penalty: 5724.576172
	Iteration 35Q: 3 clusters Score -1.301485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -13014856.000000 Penalty: 5724.576172
	Iteration 36Q: 3 clusters Score -1.301486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -13014854.000000 Penalty: 5724.576172
	Iteration 37Q: 3 clusters Score -1.301485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -13014864.000000 Penalty: 5724.576172
	Iteration 38Q: 3 clusters Score -1.301486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -13014870.000000 Penalty: 5724.576172
	Iteration 39Q: 3 clusters Score -1.301487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -13014872.000000 Penalty: 5724.576172
	Iteration 40F: 3 clusters Score -1.301487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -13014870.000000 Penalty: 5724.576172
	Iteration 41Q: 3 clusters Score -1.301487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -13014878.000000 Penalty: 5724.576172
	Iteration 42Q: 3 clusters Score -1.301488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 102423 members 
Entering Unmasked Estep 
Score: -13014881.000000 Penalty: 5724.576172
	Iteration 43Q: 3 clusters Score -1.301488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 102424 members 
Entering Unmasked Estep 
Score: -13014894.000000 Penalty: 5724.576172
	Iteration 44Q: 3 clusters Score -1.301489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 102430 members 
Entering Unmasked Estep 
Score: -13014899.000000 Penalty: 5724.576172
	Iteration 45Q: 3 clusters Score -1.30149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -13014904.000000 Penalty: 5724.576172
	Iteration 46Q: 3 clusters Score -1.30149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -13014904.000000 Penalty: 5724.576172
	Iteration 47F: 3 clusters Score -1.30149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -652196.062500 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -652196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -647611.000000 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -647611 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -648792.562500 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -648792.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -649172.000000 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -649172 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -649469.750000 Penalty: 4233.474121
	Iteration 3F: 3 clusters Score -649469.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -649781.250000 Penalty: 4233.474121
	Iteration 4F: 3 clusters Score -649781.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -650080.000000 Penalty: 4233.474121
	Iteration 5F: 3 clusters Score -650080 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -650346.062500 Penalty: 4233.474121
	Iteration 6F: 3 clusters Score -650346.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -650558.312500 Penalty: 4233.474121
	Iteration 7F: 3 clusters Score -650558.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -650707.750000 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -650707.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -650810.437500 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -650810.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -650886.437500 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -650886.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -650934.000000 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -650934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -650971.250000 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -650971.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -650990.500000 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -650990.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -651021.500000 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -651021.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -651043.812500 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -651043.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -651061.000000 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -651061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -651074.312500 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -651074.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -651084.187500 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -651084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -651087.500000 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -651087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -651088.250000 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -651088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -651088.062500 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -651088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -651088.750000 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -651088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -651088.750000 Penalty: 4233.474121
	Iteration 23F: 3 clusters Score -651088.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -417870.218750 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -417870.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -414357.968750 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -414358 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -415199.875000 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -415199.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -415473.343750 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -415473.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -415654.937500 Penalty: 4050.443115
	Iteration 3F: 3 clusters Score -415654.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -415780.187500 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -415780.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -415872.062500 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -415872.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -415956.906250 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -415956.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -416031.125000 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -416031.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -416100.968750 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -416101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -416167.031250 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -416167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -416221.843750 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -416221.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -416267.593750 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -416267.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -416300.500000 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -416300.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -416328.593750 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -416328.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -416352.125000 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -416352.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -416378.187500 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -416378.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -416397.125000 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -416397.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -416411.406250 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -416411.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -416422.812500 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -416422.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -416431.093750 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -416431.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -416439.531250 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -416439.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -416460.687500 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -416460.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -416469.531250 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -416469.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -416477.218750 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -416477.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -416484.812500 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -416484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -416487.906250 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -416487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -416492.843750 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -416492.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -416497.593750 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -416497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -416499.250000 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -416499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -416502.437500 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -416502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -416504.093750 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -416504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -416507.437500 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -416507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -416509.750000 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -416509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -416511.281250 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -416511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -416513.187500 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -416513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -416514.000000 Penalty: 4050.443115
	Iteration 35Q: 3 clusters Score -416514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -416514.000000 Penalty: 4050.443115
	Iteration 36F: 3 clusters Score -416514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Entering Unmasked Estep 
Score: -1368589.125000 Penalty: 2320.266113
	Iteration 0F: 2 clusters Score -1368589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1359916.250000 Penalty: 4640.532227
	Iteration 0F: 3 clusters Score -1359916 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1362937.875000 Penalty: 4640.532227
	Iteration 1F: 3 clusters Score -1362938 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1363761.000000 Penalty: 4640.532227
	Iteration 2F: 3 clusters Score -1363761 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1364524.375000 Penalty: 4640.532227
	Iteration 3F: 3 clusters Score -1364524 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1365139.000000 Penalty: 4640.532227
	Iteration 4F: 3 clusters Score -1365139 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1365585.250000 Penalty: 4640.532227
	Iteration 5F: 3 clusters Score -1365585 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1365893.750000 Penalty: 4640.532227
	Iteration 6Q: 3 clusters Score -1365894 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1366075.750000 Penalty: 4640.532227
	Iteration 7Q: 3 clusters Score -1366076 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1366214.375000 Penalty: 4640.532227
	Iteration 8Q: 3 clusters Score -1366214 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1366318.250000 Penalty: 4640.532227
	Iteration 9Q: 3 clusters Score -1366318 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1366405.000000 Penalty: 4640.532227
	Iteration 10Q: 3 clusters Score -1366405 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1366470.750000 Penalty: 4640.532227
	Iteration 11Q: 3 clusters Score -1366471 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1366510.250000 Penalty: 4640.532227
	Iteration 12Q: 3 clusters Score -1366510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1366541.875000 Penalty: 4640.532227
	Iteration 13Q: 3 clusters Score -1366542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1366556.875000 Penalty: 4640.532227
	Iteration 14Q: 3 clusters Score -1366557 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1366576.250000 Penalty: 4640.532227
	Iteration 15Q: 3 clusters Score -1366576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1366589.000000 Penalty: 4640.532227
	Iteration 16Q: 3 clusters Score -1366589 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1366609.375000 Penalty: 4640.532227
	Iteration 17Q: 3 clusters Score -1366609 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1366623.125000 Penalty: 4640.532227
	Iteration 18Q: 3 clusters Score -1366623 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1366631.375000 Penalty: 4640.532227
	Iteration 19Q: 3 clusters Score -1366631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1366641.000000 Penalty: 4640.532227
	Iteration 20F: 3 clusters Score -1366641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1366649.500000 Penalty: 4640.532227
	Iteration 21Q: 3 clusters Score -1366650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1366661.125000 Penalty: 4640.532227
	Iteration 22Q: 3 clusters Score -1366661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1366668.125000 Penalty: 4640.532227
	Iteration 23Q: 3 clusters Score -1366668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1366678.125000 Penalty: 4640.532227
	Iteration 24Q: 3 clusters Score -1366678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1366683.500000 Penalty: 4640.532227
	Iteration 25Q: 3 clusters Score -1366684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1366687.375000 Penalty: 4640.532227
	Iteration 26Q: 3 clusters Score -1366687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1366689.250000 Penalty: 4640.532227
	Iteration 27Q: 3 clusters Score -1366689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1366692.250000 Penalty: 4640.532227
	Iteration 28Q: 3 clusters Score -1366692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1366693.625000 Penalty: 4640.532227
	Iteration 29Q: 3 clusters Score -1366694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1366698.875000 Penalty: 4640.532227
	Iteration 30Q: 3 clusters Score -1366699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1366703.625000 Penalty: 4640.532227
	Iteration 31Q: 3 clusters Score -1366704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1366703.500000 Penalty: 4640.532227
	Iteration 32Q: 3 clusters Score -1366704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1366706.375000 Penalty: 4640.532227
	Iteration 33Q: 3 clusters Score -1366706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1366705.125000 Penalty: 4640.532227
	Iteration 34Q: 3 clusters Score -1366705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1366708.625000 Penalty: 4640.532227
	Iteration 35Q: 3 clusters Score -1366709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1366707.875000 Penalty: 4640.532227
	Iteration 36Q: 3 clusters Score -1366708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1366710.375000 Penalty: 4640.532227
	Iteration 37Q: 3 clusters Score -1366710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1366706.625000 Penalty: 4640.532227
	Iteration 38Q: 3 clusters Score -1366707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1366709.875000 Penalty: 4640.532227
	Iteration 39Q: 3 clusters Score -1366710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1366710.750000 Penalty: 4640.532227
	Iteration 40F: 3 clusters Score -1366711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1366711.625000 Penalty: 4640.532227
	Iteration 41Q: 3 clusters Score -1366712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1366711.250000 Penalty: 4640.532227
	Iteration 42Q: 3 clusters Score -1366711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1366713.125000 Penalty: 4640.532227
	Iteration 43Q: 3 clusters Score -1366713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1366711.875000 Penalty: 4640.532227
	Iteration 44Q: 3 clusters Score -1366712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1366712.500000 Penalty: 4640.532227
	Iteration 45Q: 3 clusters Score -1366712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1366712.500000 Penalty: 4640.532227
	Iteration 46F: 3 clusters Score -1366712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -492202.875000 Penalty: 2056.552002
	Iteration 0F: 2 clusters Score -492202.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -488322.062500 Penalty: 4113.104004
	Iteration 0F: 3 clusters Score -488322.1 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -489187.031250 Penalty: 4113.104004
	Iteration 1F: 3 clusters Score -489187 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -489411.968750 Penalty: 4113.104004
	Iteration 2F: 3 clusters Score -489412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -489573.406250 Penalty: 4113.104004
	Iteration 3F: 3 clusters Score -489573.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -489695.812500 Penalty: 4113.104004
	Iteration 4Q: 3 clusters Score -489695.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -489782.187500 Penalty: 4113.104004
	Iteration 5Q: 3 clusters Score -489782.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -489850.656250 Penalty: 4113.104004
	Iteration 6Q: 3 clusters Score -489850.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -489901.718750 Penalty: 4113.104004
	Iteration 7Q: 3 clusters Score -489901.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -489950.718750 Penalty: 4113.104004
	Iteration 8Q: 3 clusters Score -489950.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -489987.187500 Penalty: 4113.104004
	Iteration 9Q: 3 clusters Score -489987.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -490015.937500 Penalty: 4113.104004
	Iteration 10Q: 3 clusters Score -490015.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -490039.062500 Penalty: 4113.104004
	Iteration 11Q: 3 clusters Score -490039.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -490061.093750 Penalty: 4113.104004
	Iteration 12Q: 3 clusters Score -490061.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -490078.656250 Penalty: 4113.104004
	Iteration 13Q: 3 clusters Score -490078.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -490093.843750 Penalty: 4113.104004
	Iteration 14Q: 3 clusters Score -490093.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -490104.906250 Penalty: 4113.104004
	Iteration 15Q: 3 clusters Score -490104.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -490115.687500 Penalty: 4113.104004
	Iteration 16Q: 3 clusters Score -490115.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -490125.687500 Penalty: 4113.104004
	Iteration 17Q: 3 clusters Score -490125.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -490140.500000 Penalty: 4113.104004
	Iteration 18Q: 3 clusters Score -490140.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -490150.312500 Penalty: 4113.104004
	Iteration 19Q: 3 clusters Score -490150.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -490158.281250 Penalty: 4113.104004
	Iteration 20F: 3 clusters Score -490158.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -490169.031250 Penalty: 4113.104004
	Iteration 21Q: 3 clusters Score -490169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -490172.750000 Penalty: 4113.104004
	Iteration 22Q: 3 clusters Score -490172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -490175.000000 Penalty: 4113.104004
	Iteration 23Q: 3 clusters Score -490175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -490177.375000 Penalty: 4113.104004
	Iteration 24Q: 3 clusters Score -490177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -490180.937500 Penalty: 4113.104004
	Iteration 25Q: 3 clusters Score -490180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -490184.718750 Penalty: 4113.104004
	Iteration 26Q: 3 clusters Score -490184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -490187.625000 Penalty: 4113.104004
	Iteration 27Q: 3 clusters Score -490187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -490190.250000 Penalty: 4113.104004
	Iteration 28Q: 3 clusters Score -490190.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -490193.875000 Penalty: 4113.104004
	Iteration 29Q: 3 clusters Score -490193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -490194.312500 Penalty: 4113.104004
	Iteration 30Q: 3 clusters Score -490194.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -490195.968750 Penalty: 4113.104004
	Iteration 31Q: 3 clusters Score -490196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -490196.968750 Penalty: 4113.104004
	Iteration 32Q: 3 clusters Score -490197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -490198.343750 Penalty: 4113.104004
	Iteration 33Q: 3 clusters Score -490198.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -490199.781250 Penalty: 4113.104004
	Iteration 34Q: 3 clusters Score -490199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -490201.593750 Penalty: 4113.104004
	Iteration 35Q: 3 clusters Score -490201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -490202.812500 Penalty: 4113.104004
	Iteration 36Q: 3 clusters Score -490202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -490204.000000 Penalty: 4113.104004
	Iteration 37Q: 3 clusters Score -490204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -490207.687500 Penalty: 4113.104004
	Iteration 38Q: 3 clusters Score -490207.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -490209.250000 Penalty: 4113.104004
	Iteration 39Q: 3 clusters Score -490209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -490212.343750 Penalty: 4113.104004
	Iteration 40F: 3 clusters Score -490212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -490214.218750 Penalty: 4113.104004
	Iteration 41Q: 3 clusters Score -490214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -490216.468750 Penalty: 4113.104004
	Iteration 42Q: 3 clusters Score -490216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -490217.031250 Penalty: 4113.104004
	Iteration 43Q: 3 clusters Score -490217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -490220.000000 Penalty: 4113.104004
	Iteration 44Q: 3 clusters Score -490220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -490224.250000 Penalty: 4113.104004
	Iteration 45Q: 3 clusters Score -490224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -490226.406250 Penalty: 4113.104004
	Iteration 46Q: 3 clusters Score -490226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -490228.906250 Penalty: 4113.104004
	Iteration 47Q: 3 clusters Score -490228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -490230.812500 Penalty: 4113.104004
	Iteration 48Q: 3 clusters Score -490230.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -490234.687500 Penalty: 4113.104004
	Iteration 49Q: 3 clusters Score -490234.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -490237.156250 Penalty: 4113.104004
	Iteration 50Q: 3 clusters Score -490237.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -490241.593750 Penalty: 4113.104004
	Iteration 51Q: 3 clusters Score -490241.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -490247.218750 Penalty: 4113.104004
	Iteration 52Q: 3 clusters Score -490247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -490251.593750 Penalty: 4113.104004
	Iteration 53Q: 3 clusters Score -490251.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -490255.843750 Penalty: 4113.104004
	Iteration 54Q: 3 clusters Score -490255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -490258.750000 Penalty: 4113.104004
	Iteration 55Q: 3 clusters Score -490258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -490261.187500 Penalty: 4113.104004
	Iteration 56Q: 3 clusters Score -490261.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -490264.156250 Penalty: 4113.104004
	Iteration 57Q: 3 clusters Score -490264.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -490267.375000 Penalty: 4113.104004
	Iteration 58Q: 3 clusters Score -490267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -490270.593750 Penalty: 4113.104004
	Iteration 59Q: 3 clusters Score -490270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -490273.781250 Penalty: 4113.104004
	Iteration 60F: 3 clusters Score -490273.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -490277.656250 Penalty: 4113.104004
	Iteration 61Q: 3 clusters Score -490277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -490279.875000 Penalty: 4113.104004
	Iteration 62Q: 3 clusters Score -490279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -490282.031250 Penalty: 4113.104004
	Iteration 63Q: 3 clusters Score -490282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -490284.406250 Penalty: 4113.104004
	Iteration 64Q: 3 clusters Score -490284.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -490287.781250 Penalty: 4113.104004
	Iteration 65Q: 3 clusters Score -490287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -490292.187500 Penalty: 4113.104004
	Iteration 66Q: 3 clusters Score -490292.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -490295.031250 Penalty: 4113.104004
	Iteration 67Q: 3 clusters Score -490295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -490298.593750 Penalty: 4113.104004
	Iteration 68Q: 3 clusters Score -490298.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -490300.062500 Penalty: 4113.104004
	Iteration 69Q: 3 clusters Score -490300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -490301.156250 Penalty: 4113.104004
	Iteration 70Q: 3 clusters Score -490301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -490303.281250 Penalty: 4113.104004
	Iteration 71Q: 3 clusters Score -490303.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -490304.781250 Penalty: 4113.104004
	Iteration 72Q: 3 clusters Score -490304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -490305.687500 Penalty: 4113.104004
	Iteration 73Q: 3 clusters Score -490305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -490308.968750 Penalty: 4113.104004
	Iteration 74Q: 3 clusters Score -490309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -490312.281250 Penalty: 4113.104004
	Iteration 75Q: 3 clusters Score -490312.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -490315.781250 Penalty: 4113.104004
	Iteration 76Q: 3 clusters Score -490315.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -490319.125000 Penalty: 4113.104004
	Iteration 77Q: 3 clusters Score -490319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -490321.531250 Penalty: 4113.104004
	Iteration 78Q: 3 clusters Score -490321.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -490324.687500 Penalty: 4113.104004
	Iteration 79Q: 3 clusters Score -490324.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -490327.343750 Penalty: 4113.104004
	Iteration 80F: 3 clusters Score -490327.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -490328.562500 Penalty: 4113.104004
	Iteration 81Q: 3 clusters Score -490328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -490331.500000 Penalty: 4113.104004
	Iteration 82Q: 3 clusters Score -490331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -490331.437500 Penalty: 4113.104004
	Iteration 83Q: 3 clusters Score -490331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -490331.812500 Penalty: 4113.104004
	Iteration 84Q: 3 clusters Score -490331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -490333.156250 Penalty: 4113.104004
	Iteration 85Q: 3 clusters Score -490333.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -490335.687500 Penalty: 4113.104004
	Iteration 86Q: 3 clusters Score -490335.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -490337.656250 Penalty: 4113.104004
	Iteration 87Q: 3 clusters Score -490337.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -490339.687500 Penalty: 4113.104004
	Iteration 88Q: 3 clusters Score -490339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -490339.750000 Penalty: 4113.104004
	Iteration 89Q: 3 clusters Score -490339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -490340.843750 Penalty: 4113.104004
	Iteration 90Q: 3 clusters Score -490340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -490342.093750 Penalty: 4113.104004
	Iteration 91Q: 3 clusters Score -490342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -490342.531250 Penalty: 4113.104004
	Iteration 92Q: 3 clusters Score -490342.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -490343.562500 Penalty: 4113.104004
	Iteration 93Q: 3 clusters Score -490343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -490345.875000 Penalty: 4113.104004
	Iteration 94Q: 3 clusters Score -490345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -490347.156250 Penalty: 4113.104004
	Iteration 95Q: 3 clusters Score -490347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -490350.000000 Penalty: 4113.104004
	Iteration 96Q: 3 clusters Score -490350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -490354.062500 Penalty: 4113.104004
	Iteration 97Q: 3 clusters Score -490354.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -490356.437500 Penalty: 4113.104004
	Iteration 98Q: 3 clusters Score -490356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -490359.406250 Penalty: 4113.104004
	Iteration 99Q: 3 clusters Score -490359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -490362.750000 Penalty: 4113.104004
	Iteration 100F: 3 clusters Score -490362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -490366.406250 Penalty: 4113.104004
	Iteration 101Q: 3 clusters Score -490366.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -490371.562500 Penalty: 4113.104004
	Iteration 102Q: 3 clusters Score -490371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -490374.812500 Penalty: 4113.104004
	Iteration 103Q: 3 clusters Score -490374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -490378.656250 Penalty: 4113.104004
	Iteration 104Q: 3 clusters Score -490378.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -490383.406250 Penalty: 4113.104004
	Iteration 105Q: 3 clusters Score -490383.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -490391.562500 Penalty: 4113.104004
	Iteration 106Q: 3 clusters Score -490391.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -490398.281250 Penalty: 4113.104004
	Iteration 107Q: 3 clusters Score -490398.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -490405.562500 Penalty: 4113.104004
	Iteration 108Q: 3 clusters Score -490405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -490411.031250 Penalty: 4113.104004
	Iteration 109Q: 3 clusters Score -490411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -490417.812500 Penalty: 4113.104004
	Iteration 110Q: 3 clusters Score -490417.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -490427.062500 Penalty: 4113.104004
	Iteration 111Q: 3 clusters Score -490427.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -490438.187500 Penalty: 4113.104004
	Iteration 112Q: 3 clusters Score -490438.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -490446.343750 Penalty: 4113.104004
	Iteration 113Q: 3 clusters Score -490446.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -490455.031250 Penalty: 4113.104004
	Iteration 114Q: 3 clusters Score -490455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -490464.687500 Penalty: 4113.104004
	Iteration 115Q: 3 clusters Score -490464.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -490475.531250 Penalty: 4113.104004
	Iteration 116Q: 3 clusters Score -490475.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -490488.781250 Penalty: 4113.104004
	Iteration 117Q: 3 clusters Score -490488.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -490505.062500 Penalty: 4113.104004
	Iteration 118Q: 3 clusters Score -490505.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -490520.125000 Penalty: 4113.104004
	Iteration 119Q: 3 clusters Score -490520.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -490536.937500 Penalty: 4113.104004
	Iteration 120F: 3 clusters Score -490536.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -490561.468750 Penalty: 4113.104004
	Iteration 121Q: 3 clusters Score -490561.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -490586.062500 Penalty: 4113.104004
	Iteration 122Q: 3 clusters Score -490586.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -490604.781250 Penalty: 4113.104004
	Iteration 123Q: 3 clusters Score -490604.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -490630.875000 Penalty: 4113.104004
	Iteration 124Q: 3 clusters Score -490630.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -490648.750000 Penalty: 4113.104004
	Iteration 125Q: 3 clusters Score -490648.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -490680.687500 Penalty: 4113.104004
	Iteration 126Q: 3 clusters Score -490680.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -490711.875000 Penalty: 4113.104004
	Iteration 127Q: 3 clusters Score -490711.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -490742.718750 Penalty: 4113.104004
	Iteration 128Q: 3 clusters Score -490742.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -490774.468750 Penalty: 4113.104004
	Iteration 129Q: 3 clusters Score -490774.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -490808.062500 Penalty: 4113.104004
	Iteration 130Q: 3 clusters Score -490808.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -490840.125000 Penalty: 4113.104004
	Iteration 131Q: 3 clusters Score -490840.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -490875.687500 Penalty: 4113.104004
	Iteration 132Q: 3 clusters Score -490875.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -490910.343750 Penalty: 4113.104004
	Iteration 133Q: 3 clusters Score -490910.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -490951.468750 Penalty: 4113.104004
	Iteration 134Q: 3 clusters Score -490951.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -490989.125000 Penalty: 4113.104004
	Iteration 135Q: 3 clusters Score -490989.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -491030.093750 Penalty: 4113.104004
	Iteration 136Q: 3 clusters Score -491030.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -491081.281250 Penalty: 4113.104004
	Iteration 137Q: 3 clusters Score -491081.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -491134.937500 Penalty: 4113.104004
	Iteration 138Q: 3 clusters Score -491134.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -491180.031250 Penalty: 4113.104004
	Iteration 139Q: 3 clusters Score -491180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -491235.812500 Penalty: 4113.104004
	Iteration 140F: 3 clusters Score -491235.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -491290.531250 Penalty: 4113.104004
	Iteration 141Q: 3 clusters Score -491290.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -491330.843750 Penalty: 4113.104004
	Iteration 142Q: 3 clusters Score -491330.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -491347.937500 Penalty: 4113.104004
	Iteration 143Q: 3 clusters Score -491347.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -491358.531250 Penalty: 4113.104004
	Iteration 144Q: 3 clusters Score -491358.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -491363.406250 Penalty: 4113.104004
	Iteration 145Q: 3 clusters Score -491363.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -491366.062500 Penalty: 4113.104004
	Iteration 146Q: 3 clusters Score -491366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -491367.125000 Penalty: 4113.104004
	Iteration 147Q: 3 clusters Score -491367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -491368.187500 Penalty: 4113.104004
	Iteration 148Q: 3 clusters Score -491368.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -491368.187500 Penalty: 4113.104004
	Iteration 149F: 3 clusters Score -491368.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Entering Unmasked Estep 
Score: -3229234.750000 Penalty: 2517.063232
	Iteration 0F: 2 clusters Score -3229235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3211469.000000 Penalty: 5034.126465
	Iteration 0F: 3 clusters Score -3211469 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3217728.250000 Penalty: 5034.126465
	Iteration 1F: 3 clusters Score -3217728 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3218255.500000 Penalty: 5034.126465
	Iteration 2F: 3 clusters Score -3218256 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3218743.250000 Penalty: 5034.126465
	Iteration 3Q: 3 clusters Score -3218743 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3219285.250000 Penalty: 5034.126465
	Iteration 4Q: 3 clusters Score -3219285 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3220004.750000 Penalty: 5034.126465
	Iteration 5Q: 3 clusters Score -3220005 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3220790.750000 Penalty: 5034.126465
	Iteration 6F: 3 clusters Score -3220791 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3221528.750000 Penalty: 5034.126465
	Iteration 7F: 3 clusters Score -3221529 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3222153.250000 Penalty: 5034.126465
	Iteration 8F: 3 clusters Score -3222153 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3222654.750000 Penalty: 5034.126465
	Iteration 9Q: 3 clusters Score -3222655 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3223003.250000 Penalty: 5034.126465
	Iteration 10Q: 3 clusters Score -3223003 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -3223291.000000 Penalty: 5034.126465
	Iteration 11Q: 3 clusters Score -3223291 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3223543.750000 Penalty: 5034.126465
	Iteration 12Q: 3 clusters Score -3223544 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3223784.000000 Penalty: 5034.126465
	Iteration 13Q: 3 clusters Score -3223784 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3224049.750000 Penalty: 5034.126465
	Iteration 14Q: 3 clusters Score -3224050 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3224441.750000 Penalty: 5034.126465
	Iteration 15Q: 3 clusters Score -3224442 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3225080.750000 Penalty: 5034.126465
	Iteration 16Q: 3 clusters Score -3225081 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3225832.250000 Penalty: 5034.126465
	Iteration 17Q: 3 clusters Score -3225832 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3226456.250000 Penalty: 5034.126465
	Iteration 18Q: 3 clusters Score -3226456 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3226764.000000 Penalty: 5034.126465
	Iteration 19Q: 3 clusters Score -3226764 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3227017.250000 Penalty: 5034.126465
	Iteration 20F: 3 clusters Score -3227017 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3227194.500000 Penalty: 5034.126465
	Iteration 21Q: 3 clusters Score -3227194 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3227311.250000 Penalty: 5034.126465
	Iteration 22Q: 3 clusters Score -3227311 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3227407.500000 Penalty: 5034.126465
	Iteration 23Q: 3 clusters Score -3227408 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3227468.250000 Penalty: 5034.126465
	Iteration 24Q: 3 clusters Score -3227468 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3227533.000000 Penalty: 5034.126465
	Iteration 25Q: 3 clusters Score -3227533 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3227564.500000 Penalty: 5034.126465
	Iteration 26Q: 3 clusters Score -3227564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3227586.000000 Penalty: 5034.126465
	Iteration 27Q: 3 clusters Score -3227586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3227605.250000 Penalty: 5034.126465
	Iteration 28Q: 3 clusters Score -3227605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3227611.750000 Penalty: 5034.126465
	Iteration 29Q: 3 clusters Score -3227612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3227621.000000 Penalty: 5034.126465
	Iteration 30Q: 3 clusters Score -3227621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3227638.250000 Penalty: 5034.126465
	Iteration 31Q: 3 clusters Score -3227638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3227649.000000 Penalty: 5034.126465
	Iteration 32Q: 3 clusters Score -3227649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3227652.500000 Penalty: 5034.126465
	Iteration 33Q: 3 clusters Score -3227652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3227656.500000 Penalty: 5034.126465
	Iteration 34Q: 3 clusters Score -3227656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3227658.000000 Penalty: 5034.126465
	Iteration 35Q: 3 clusters Score -3227658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3227659.250000 Penalty: 5034.126465
	Iteration 36Q: 3 clusters Score -3227659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3227661.250000 Penalty: 5034.126465
	Iteration 37Q: 3 clusters Score -3227661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3227669.500000 Penalty: 5034.126465
	Iteration 38Q: 3 clusters Score -3227670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3227669.750000 Penalty: 5034.126465
	Iteration 39Q: 3 clusters Score -3227670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3227671.250000 Penalty: 5034.126465
	Iteration 40F: 3 clusters Score -3227671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3227668.500000 Penalty: 5034.126465
	Iteration 41Q: 3 clusters Score -3227668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3227668.500000 Penalty: 5034.126465
	Iteration 42Q: 3 clusters Score -3227668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3227668.000000 Penalty: 5034.126465
	Iteration 43Q: 3 clusters Score -3227668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3227671.250000 Penalty: 5034.126465
	Iteration 44Q: 3 clusters Score -3227671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3227669.000000 Penalty: 5034.126465
	Iteration 45Q: 3 clusters Score -3227669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3227670.000000 Penalty: 5034.126465
	Iteration 46Q: 3 clusters Score -3227670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3227670.750000 Penalty: 5034.126465
	Iteration 47Q: 3 clusters Score -3227671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3227671.750000 Penalty: 5034.126465
	Iteration 48Q: 3 clusters Score -3227672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3227675.500000 Penalty: 5034.126465
	Iteration 49Q: 3 clusters Score -3227676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3227677.750000 Penalty: 5034.126465
	Iteration 50Q: 3 clusters Score -3227678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3227671.750000 Penalty: 5034.126465
	Iteration 51Q: 3 clusters Score -3227672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3227670.750000 Penalty: 5034.126465
	Iteration 52Q: 3 clusters Score -3227671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3227671.000000 Penalty: 5034.126465
	Iteration 53Q: 3 clusters Score -3227671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3227671.000000 Penalty: 5034.126465
	Iteration 54Q: 3 clusters Score -3227671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3227671.000000 Penalty: 5034.126465
	Iteration 55F: 3 clusters Score -3227671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -234281.609375 Penalty: 1886.630615
	Iteration 0F: 2 clusters Score -234281.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -231701.734375 Penalty: 3773.261230
	Iteration 0F: 3 clusters Score -231701.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -232287.812500 Penalty: 3773.261230
	Iteration 1F: 3 clusters Score -232287.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232462.046875 Penalty: 3773.261230
	Iteration 2F: 3 clusters Score -232462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -232577.859375 Penalty: 3773.261230
	Iteration 3F: 3 clusters Score -232577.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -232666.718750 Penalty: 3773.261230
	Iteration 4Q: 3 clusters Score -232666.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -232773.656250 Penalty: 3773.261230
	Iteration 5Q: 3 clusters Score -232773.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -232892.312500 Penalty: 3773.261230
	Iteration 6Q: 3 clusters Score -232892.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -232976.921875 Penalty: 3773.261230
	Iteration 7Q: 3 clusters Score -232976.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -233031.859375 Penalty: 3773.261230
	Iteration 8Q: 3 clusters Score -233031.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -233090.687500 Penalty: 3773.261230
	Iteration 9Q: 3 clusters Score -233090.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -233144.093750 Penalty: 3773.261230
	Iteration 10Q: 3 clusters Score -233144.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -233171.140625 Penalty: 3773.261230
	Iteration 11Q: 3 clusters Score -233171.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -233191.390625 Penalty: 3773.261230
	Iteration 12Q: 3 clusters Score -233191.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -233211.875000 Penalty: 3773.261230
	Iteration 13Q: 3 clusters Score -233211.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -233238.765625 Penalty: 3773.261230
	Iteration 14Q: 3 clusters Score -233238.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -233250.921875 Penalty: 3773.261230
	Iteration 15Q: 3 clusters Score -233250.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -233261.750000 Penalty: 3773.261230
	Iteration 16Q: 3 clusters Score -233261.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -233270.984375 Penalty: 3773.261230
	Iteration 17Q: 3 clusters Score -233271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -233283.468750 Penalty: 3773.261230
	Iteration 18Q: 3 clusters Score -233283.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -233296.015625 Penalty: 3773.261230
	Iteration 19Q: 3 clusters Score -233296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -233331.140625 Penalty: 3773.261230
	Iteration 20F: 3 clusters Score -233331.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -233360.531250 Penalty: 3773.261230
	Iteration 21Q: 3 clusters Score -233360.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -233373.062500 Penalty: 3773.261230
	Iteration 22Q: 3 clusters Score -233373.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -233381.890625 Penalty: 3773.261230
	Iteration 23Q: 3 clusters Score -233381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -233390.250000 Penalty: 3773.261230
	Iteration 24Q: 3 clusters Score -233390.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -233398.515625 Penalty: 3773.261230
	Iteration 25Q: 3 clusters Score -233398.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -233403.687500 Penalty: 3773.261230
	Iteration 26Q: 3 clusters Score -233403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -233411.234375 Penalty: 3773.261230
	Iteration 27Q: 3 clusters Score -233411.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -233419.921875 Penalty: 3773.261230
	Iteration 28Q: 3 clusters Score -233419.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -233432.656250 Penalty: 3773.261230
	Iteration 29Q: 3 clusters Score -233432.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -233445.343750 Penalty: 3773.261230
	Iteration 30Q: 3 clusters Score -233445.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -233463.390625 Penalty: 3773.261230
	Iteration 31Q: 3 clusters Score -233463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -233473.296875 Penalty: 3773.261230
	Iteration 32Q: 3 clusters Score -233473.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -233481.687500 Penalty: 3773.261230
	Iteration 33Q: 3 clusters Score -233481.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -233487.953125 Penalty: 3773.261230
	Iteration 34Q: 3 clusters Score -233488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -233493.281250 Penalty: 3773.261230
	Iteration 35Q: 3 clusters Score -233493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -233497.875000 Penalty: 3773.261230
	Iteration 36Q: 3 clusters Score -233497.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -233505.484375 Penalty: 3773.261230
	Iteration 37Q: 3 clusters Score -233505.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -233514.562500 Penalty: 3773.261230
	Iteration 38Q: 3 clusters Score -233514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -233518.906250 Penalty: 3773.261230
	Iteration 39Q: 3 clusters Score -233518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -233521.218750 Penalty: 3773.261230
	Iteration 40F: 3 clusters Score -233521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -233524.937500 Penalty: 3773.261230
	Iteration 41Q: 3 clusters Score -233524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -233525.015625 Penalty: 3773.261230
	Iteration 42Q: 3 clusters Score -233525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -233525.015625 Penalty: 3773.261230
	Iteration 43F: 3 clusters Score -233525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Entering Unmasked Estep 
Score: -1224807.750000 Penalty: 2271.417725
	Iteration 0F: 2 clusters Score -1224808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1217459.875000 Penalty: 4542.835449
	Iteration 0F: 3 clusters Score -1217460 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1219598.500000 Penalty: 4542.835449
	Iteration 1F: 3 clusters Score -1219598 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1220016.250000 Penalty: 4542.835449
	Iteration 2F: 3 clusters Score -1220016 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1220377.500000 Penalty: 4542.835449
	Iteration 3F: 3 clusters Score -1220378 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1220752.500000 Penalty: 4542.835449
	Iteration 4F: 3 clusters Score -1220752 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1221178.500000 Penalty: 4542.835449
	Iteration 5F: 3 clusters Score -1221178 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1221601.125000 Penalty: 4542.835449
	Iteration 6F: 3 clusters Score -1221601 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1221972.500000 Penalty: 4542.835449
	Iteration 7F: 3 clusters Score -1221972 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1222320.750000 Penalty: 4542.835449
	Iteration 8F: 3 clusters Score -1222321 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1222603.625000 Penalty: 4542.835449
	Iteration 9Q: 3 clusters Score -1222604 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1222797.875000 Penalty: 4542.835449
	Iteration 10Q: 3 clusters Score -1222798 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1222932.125000 Penalty: 4542.835449
	Iteration 11Q: 3 clusters Score -1222932 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1223039.000000 Penalty: 4542.835449
	Iteration 12Q: 3 clusters Score -1223039 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1223117.750000 Penalty: 4542.835449
	Iteration 13Q: 3 clusters Score -1223118 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1223183.750000 Penalty: 4542.835449
	Iteration 14Q: 3 clusters Score -1223184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1223238.500000 Penalty: 4542.835449
	Iteration 15Q: 3 clusters Score -1223238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1223270.375000 Penalty: 4542.835449
	Iteration 16Q: 3 clusters Score -1223270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1223298.500000 Penalty: 4542.835449
	Iteration 17Q: 3 clusters Score -1223298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1223314.875000 Penalty: 4542.835449
	Iteration 18Q: 3 clusters Score -1223315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1223326.375000 Penalty: 4542.835449
	Iteration 19Q: 3 clusters Score -1223326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1223345.375000 Penalty: 4542.835449
	Iteration 20F: 3 clusters Score -1223345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1223354.625000 Penalty: 4542.835449
	Iteration 21Q: 3 clusters Score -1223355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1223359.000000 Penalty: 4542.835449
	Iteration 22Q: 3 clusters Score -1223359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1223366.875000 Penalty: 4542.835449
	Iteration 23Q: 3 clusters Score -1223367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1223367.875000 Penalty: 4542.835449
	Iteration 24Q: 3 clusters Score -1223368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1223374.250000 Penalty: 4542.835449
	Iteration 25Q: 3 clusters Score -1223374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1223379.500000 Penalty: 4542.835449
	Iteration 26Q: 3 clusters Score -1223380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1223377.375000 Penalty: 4542.835449
	Iteration 27Q: 3 clusters Score -1223377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1223381.875000 Penalty: 4542.835449
	Iteration 28Q: 3 clusters Score -1223382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1223383.500000 Penalty: 4542.835449
	Iteration 29Q: 3 clusters Score -1223384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1223387.500000 Penalty: 4542.835449
	Iteration 30Q: 3 clusters Score -1223388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1223386.000000 Penalty: 4542.835449
	Iteration 31Q: 3 clusters Score -1223386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1223389.125000 Penalty: 4542.835449
	Iteration 32Q: 3 clusters Score -1223389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1223389.125000 Penalty: 4542.835449
	Iteration 33F: 3 clusters Score -1223389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -42255.902344 Penalty: 1454.180542
	Iteration 0F: 2 clusters Score -42255.9 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 165 members 
Entering Unmasked Estep 
Score: -40953.335938 Penalty: 2908.361084
	Iteration 0F: 3 clusters Score -40953.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41048.628906 Penalty: 2908.361084
	Iteration 1F: 3 clusters Score -41048.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41065.980469 Penalty: 2908.361084
	Iteration 2Q: 3 clusters Score -41065.98 nChanged 3
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: -41072.363281 Penalty: 2908.361084
	Iteration 3Q: 3 clusters Score -41072.36 nChanged 0
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: -41072.363281 Penalty: 2908.361084
	Iteration 4F: 3 clusters Score -41072.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -569410.875000 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -569410.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -565194.875000 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -565194.9 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -566147.062500 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -566147.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -566340.250000 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -566340.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -566450.375000 Penalty: 4167.061035
	Iteration 3Q: 3 clusters Score -566450.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -566543.250000 Penalty: 4167.061035
	Iteration 4Q: 3 clusters Score -566543.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -566603.875000 Penalty: 4167.061035
	Iteration 5Q: 3 clusters Score -566603.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -566640.750000 Penalty: 4167.061035
	Iteration 6Q: 3 clusters Score -566640.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -566666.375000 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -566666.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -566694.812500 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -566694.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -566719.062500 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -566719.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -566744.187500 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -566744.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -566773.500000 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -566773.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -566795.875000 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -566795.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -566813.312500 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -566813.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -566825.812500 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -566825.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -566837.812500 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -566837.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -566845.687500 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -566845.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -566852.875000 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -566852.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -566860.625000 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -566860.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -566866.500000 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -566866.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -566872.437500 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -566872.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -566879.000000 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -566879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -566886.125000 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -566886.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -566892.250000 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -566892.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -566899.375000 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -566899.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -566904.937500 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -566904.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -566911.562500 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -566911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -566914.375000 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -566914.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -566919.000000 Penalty: 4167.061035
	Iteration 28Q: 3 clusters Score -566919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -566922.187500 Penalty: 4167.061035
	Iteration 29Q: 3 clusters Score -566922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -566924.562500 Penalty: 4167.061035
	Iteration 30Q: 3 clusters Score -566924.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -566925.750000 Penalty: 4167.061035
	Iteration 31Q: 3 clusters Score -566925.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -566928.125000 Penalty: 4167.061035
	Iteration 32Q: 3 clusters Score -566928.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -566929.875000 Penalty: 4167.061035
	Iteration 33Q: 3 clusters Score -566929.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -566931.562500 Penalty: 4167.061035
	Iteration 34Q: 3 clusters Score -566931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -566932.500000 Penalty: 4167.061035
	Iteration 35Q: 3 clusters Score -566932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -566934.125000 Penalty: 4167.061035
	Iteration 36Q: 3 clusters Score -566934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -566935.375000 Penalty: 4167.061035
	Iteration 37Q: 3 clusters Score -566935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -566935.875000 Penalty: 4167.061035
	Iteration 38Q: 3 clusters Score -566935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -566936.312500 Penalty: 4167.061035
	Iteration 39Q: 3 clusters Score -566936.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -566937.562500 Penalty: 4167.061035
	Iteration 40F: 3 clusters Score -566937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -566938.750000 Penalty: 4167.061035
	Iteration 41Q: 3 clusters Score -566938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -566938.437500 Penalty: 4167.061035
	Iteration 42Q: 3 clusters Score -566938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -566938.875000 Penalty: 4167.061035
	Iteration 43Q: 3 clusters Score -566938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -566939.625000 Penalty: 4167.061035
	Iteration 44Q: 3 clusters Score -566939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -566939.187500 Penalty: 4167.061035
	Iteration 45Q: 3 clusters Score -566939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -566941.937500 Penalty: 4167.061035
	Iteration 46Q: 3 clusters Score -566941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -566941.312500 Penalty: 4167.061035
	Iteration 47Q: 3 clusters Score -566941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -566944.250000 Penalty: 4167.061035
	Iteration 48Q: 3 clusters Score -566944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -566945.437500 Penalty: 4167.061035
	Iteration 49Q: 3 clusters Score -566945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -566945.125000 Penalty: 4167.061035
	Iteration 50Q: 3 clusters Score -566945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -566945.437500 Penalty: 4167.061035
	Iteration 51Q: 3 clusters Score -566945.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -566946.625000 Penalty: 4167.061035
	Iteration 52Q: 3 clusters Score -566946.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -566946.625000 Penalty: 4167.061035
	Iteration 53F: 3 clusters Score -566946.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -364173.437500 Penalty: 1995.940918
	Iteration 0F: 2 clusters Score -364173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -360821.218750 Penalty: 3991.881836
	Iteration 0F: 3 clusters Score -360821.2 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -361575.281250 Penalty: 3991.881836
	Iteration 1F: 3 clusters Score -361575.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -361823.500000 Penalty: 3991.881836
	Iteration 2F: 3 clusters Score -361823.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -362070.437500 Penalty: 3991.881836
	Iteration 3F: 3 clusters Score -362070.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -362378.656250 Penalty: 3991.881836
	Iteration 4F: 3 clusters Score -362378.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -362743.843750 Penalty: 3991.881836
	Iteration 5F: 3 clusters Score -362743.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -362984.312500 Penalty: 3991.881836
	Iteration 6F: 3 clusters Score -362984.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -363171.250000 Penalty: 3991.881836
	Iteration 7F: 3 clusters Score -363171.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -363304.281250 Penalty: 3991.881836
	Iteration 8Q: 3 clusters Score -363304.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -363372.125000 Penalty: 3991.881836
	Iteration 9Q: 3 clusters Score -363372.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -363417.812500 Penalty: 3991.881836
	Iteration 10Q: 3 clusters Score -363417.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -363457.125000 Penalty: 3991.881836
	Iteration 11Q: 3 clusters Score -363457.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -363477.843750 Penalty: 3991.881836
	Iteration 12Q: 3 clusters Score -363477.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -363494.218750 Penalty: 3991.881836
	Iteration 13Q: 3 clusters Score -363494.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -363503.875000 Penalty: 3991.881836
	Iteration 14Q: 3 clusters Score -363503.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -363510.406250 Penalty: 3991.881836
	Iteration 15Q: 3 clusters Score -363510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -363512.531250 Penalty: 3991.881836
	Iteration 16Q: 3 clusters Score -363512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -363513.281250 Penalty: 3991.881836
	Iteration 17Q: 3 clusters Score -363513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -363514.718750 Penalty: 3991.881836
	Iteration 18Q: 3 clusters Score -363514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -363517.250000 Penalty: 3991.881836
	Iteration 19Q: 3 clusters Score -363517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -363518.375000 Penalty: 3991.881836
	Iteration 20F: 3 clusters Score -363518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -363517.812500 Penalty: 3991.881836
	Iteration 21Q: 3 clusters Score -363517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -363518.531250 Penalty: 3991.881836
	Iteration 22Q: 3 clusters Score -363518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -363519.281250 Penalty: 3991.881836
	Iteration 23Q: 3 clusters Score -363519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -363519.281250 Penalty: 3991.881836
	Iteration 24F: 3 clusters Score -363519.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (69662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Entering Unmasked Estep 
Score: -8969285.000000 Penalty: 2765.549805
	Iteration 0F: 2 clusters Score -8969285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -8922591.000000 Penalty: 5531.099609
	Iteration 0F: 3 clusters Score -8922591 nChanged 32524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -8940617.000000 Penalty: 5531.099609
	Iteration 1F: 3 clusters Score -8940617 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -8941229.000000 Penalty: 5531.099609
	Iteration 2Q: 3 clusters Score -8941229 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8941890.000000 Penalty: 5531.099609
	Iteration 3Q: 3 clusters Score -8941890 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -8942668.000000 Penalty: 5531.099609
	Iteration 4Q: 3 clusters Score -8942668 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -8943945.000000 Penalty: 5531.099609
	Iteration 5Q: 3 clusters Score -8943945 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -8945849.000000 Penalty: 5531.099609
	Iteration 6F: 3 clusters Score -8945849 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -8948671.000000 Penalty: 5531.099609
	Iteration 7F: 3 clusters Score -8948671 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -8952232.000000 Penalty: 5531.099609
	Iteration 8F: 3 clusters Score -8952232 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -8955831.000000 Penalty: 5531.099609
	Iteration 9F: 3 clusters Score -8955831 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -8958813.000000 Penalty: 5531.099609
	Iteration 10F: 3 clusters Score -8958813 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -8961396.000000 Penalty: 5531.099609
	Iteration 11Q: 3 clusters Score -8961396 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -8963536.000000 Penalty: 5531.099609
	Iteration 12Q: 3 clusters Score -8963536 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -8964981.000000 Penalty: 5531.099609
	Iteration 13Q: 3 clusters Score -8964981 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -8965845.000000 Penalty: 5531.099609
	Iteration 14Q: 3 clusters Score -8965845 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -8966295.000000 Penalty: 5531.099609
	Iteration 15Q: 3 clusters Score -8966295 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -8966558.000000 Penalty: 5531.099609
	Iteration 16Q: 3 clusters Score -8966558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -8966698.000000 Penalty: 5531.099609
	Iteration 17Q: 3 clusters Score -8966698 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -8966775.000000 Penalty: 5531.099609
	Iteration 18Q: 3 clusters Score -8966775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -8966816.000000 Penalty: 5531.099609
	Iteration 19Q: 3 clusters Score -8966816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -8966853.000000 Penalty: 5531.099609
	Iteration 20F: 3 clusters Score -8966853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -8966863.000000 Penalty: 5531.099609
	Iteration 21Q: 3 clusters Score -8966863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -8966891.000000 Penalty: 5531.099609
	Iteration 22Q: 3 clusters Score -8966891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -8966903.000000 Penalty: 5531.099609
	Iteration 23Q: 3 clusters Score -8966903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -8966915.000000 Penalty: 5531.099609
	Iteration 24Q: 3 clusters Score -8966915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -8966923.000000 Penalty: 5531.099609
	Iteration 25Q: 3 clusters Score -8966923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -8966931.000000 Penalty: 5531.099609
	Iteration 26Q: 3 clusters Score -8966931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -8966927.000000 Penalty: 5531.099609
	Iteration 27Q: 3 clusters Score -8966927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -8966932.000000 Penalty: 5531.099609
	Iteration 28Q: 3 clusters Score -8966932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -8966933.000000 Penalty: 5531.099609
	Iteration 29Q: 3 clusters Score -8966933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -8966939.000000 Penalty: 5531.099609
	Iteration 30Q: 3 clusters Score -8966939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -8966939.000000 Penalty: 5531.099609
	Iteration 31Q: 3 clusters Score -8966939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -8966947.000000 Penalty: 5531.099609
	Iteration 32Q: 3 clusters Score -8966947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -8966947.000000 Penalty: 5531.099609
	Iteration 33F: 3 clusters Score -8966947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Entering Unmasked Estep 
Score: -1169111.375000 Penalty: 2269.293701
	Iteration 0F: 2 clusters Score -1169111 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 4725 members 
Entering Unmasked Estep 
Score: -1161881.750000 Penalty: 4538.587402
	Iteration 0F: 3 clusters Score -1161882 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1163934.500000 Penalty: 4538.587402
	Iteration 1F: 3 clusters Score -1163934 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1164242.250000 Penalty: 4538.587402
	Iteration 2F: 3 clusters Score -1164242 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1164442.500000 Penalty: 4538.587402
	Iteration 3Q: 3 clusters Score -1164442 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1164565.500000 Penalty: 4538.587402
	Iteration 4Q: 3 clusters Score -1164566 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1164663.875000 Penalty: 4538.587402
	Iteration 5Q: 3 clusters Score -1164664 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1164754.250000 Penalty: 4538.587402
	Iteration 6Q: 3 clusters Score -1164754 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1164829.125000 Penalty: 4538.587402
	Iteration 7Q: 3 clusters Score -1164829 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1164893.250000 Penalty: 4538.587402
	Iteration 8Q: 3 clusters Score -1164893 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1164953.625000 Penalty: 4538.587402
	Iteration 9Q: 3 clusters Score -1164954 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1165007.750000 Penalty: 4538.587402
	Iteration 10Q: 3 clusters Score -1165008 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1165064.500000 Penalty: 4538.587402
	Iteration 11Q: 3 clusters Score -1165064 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1165126.125000 Penalty: 4538.587402
	Iteration 12Q: 3 clusters Score -1165126 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1165167.750000 Penalty: 4538.587402
	Iteration 13Q: 3 clusters Score -1165168 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1165208.000000 Penalty: 4538.587402
	Iteration 14Q: 3 clusters Score -1165208 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1165253.125000 Penalty: 4538.587402
	Iteration 15Q: 3 clusters Score -1165253 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1165303.500000 Penalty: 4538.587402
	Iteration 16Q: 3 clusters Score -1165304 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1165360.500000 Penalty: 4538.587402
	Iteration 17Q: 3 clusters Score -1165360 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1165434.375000 Penalty: 4538.587402
	Iteration 18Q: 3 clusters Score -1165434 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1165519.875000 Penalty: 4538.587402
	Iteration 19Q: 3 clusters Score -1165520 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1165631.875000 Penalty: 4538.587402
	Iteration 20F: 3 clusters Score -1165632 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1165759.875000 Penalty: 4538.587402
	Iteration 21Q: 3 clusters Score -1165760 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1165891.625000 Penalty: 4538.587402
	Iteration 22Q: 3 clusters Score -1165892 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1166041.000000 Penalty: 4538.587402
	Iteration 23Q: 3 clusters Score -1166041 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1166214.625000 Penalty: 4538.587402
	Iteration 24Q: 3 clusters Score -1166215 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1166402.000000 Penalty: 4538.587402
	Iteration 25Q: 3 clusters Score -1166402 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1166580.000000 Penalty: 4538.587402
	Iteration 26Q: 3 clusters Score -1166580 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1166732.125000 Penalty: 4538.587402
	Iteration 27Q: 3 clusters Score -1166732 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1166849.250000 Penalty: 4538.587402
	Iteration 28Q: 3 clusters Score -1166849 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1166939.375000 Penalty: 4538.587402
	Iteration 29Q: 3 clusters Score -1166939 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1167012.875000 Penalty: 4538.587402
	Iteration 30Q: 3 clusters Score -1167013 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1167071.875000 Penalty: 4538.587402
	Iteration 31Q: 3 clusters Score -1167072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1167119.125000 Penalty: 4538.587402
	Iteration 32Q: 3 clusters Score -1167119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1167153.250000 Penalty: 4538.587402
	Iteration 33Q: 3 clusters Score -1167153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1167186.250000 Penalty: 4538.587402
	Iteration 34Q: 3 clusters Score -1167186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1167209.125000 Penalty: 4538.587402
	Iteration 35Q: 3 clusters Score -1167209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1167236.000000 Penalty: 4538.587402
	Iteration 36Q: 3 clusters Score -1167236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1167258.125000 Penalty: 4538.587402
	Iteration 37Q: 3 clusters Score -1167258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1167271.250000 Penalty: 4538.587402
	Iteration 38Q: 3 clusters Score -1167271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1167279.125000 Penalty: 4538.587402
	Iteration 39Q: 3 clusters Score -1167279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1167283.000000 Penalty: 4538.587402
	Iteration 40F: 3 clusters Score -1167283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1167285.000000 Penalty: 4538.587402
	Iteration 41Q: 3 clusters Score -1167285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1167285.000000 Penalty: 4538.587402
	Iteration 42F: 3 clusters Score -1167285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Entering Unmasked Estep 
Score: -713551.125000 Penalty: 2154.360107
	Iteration 0F: 2 clusters Score -713551.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -708443.750000 Penalty: 4308.720215
	Iteration 0F: 3 clusters Score -708443.8 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -709731.500000 Penalty: 4308.720215
	Iteration 1F: 3 clusters Score -709731.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -710058.625000 Penalty: 4308.720215
	Iteration 2F: 3 clusters Score -710058.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -710272.062500 Penalty: 4308.720215
	Iteration 3F: 3 clusters Score -710272.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -710420.750000 Penalty: 4308.720215
	Iteration 4Q: 3 clusters Score -710420.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -710561.375000 Penalty: 4308.720215
	Iteration 5Q: 3 clusters Score -710561.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -710704.437500 Penalty: 4308.720215
	Iteration 6Q: 3 clusters Score -710704.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -710866.437500 Penalty: 4308.720215
	Iteration 7Q: 3 clusters Score -710866.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -711051.375000 Penalty: 4308.720215
	Iteration 8Q: 3 clusters Score -711051.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -711259.562500 Penalty: 4308.720215
	Iteration 9Q: 3 clusters Score -711259.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -711494.187500 Penalty: 4308.720215
	Iteration 10Q: 3 clusters Score -711494.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -711706.312500 Penalty: 4308.720215
	Iteration 11Q: 3 clusters Score -711706.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -711918.750000 Penalty: 4308.720215
	Iteration 12Q: 3 clusters Score -711918.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -712163.250000 Penalty: 4308.720215
	Iteration 13Q: 3 clusters Score -712163.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -712416.062500 Penalty: 4308.720215
	Iteration 14Q: 3 clusters Score -712416.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -712596.500000 Penalty: 4308.720215
	Iteration 15Q: 3 clusters Score -712596.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -712677.750000 Penalty: 4308.720215
	Iteration 16Q: 3 clusters Score -712677.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -712718.250000 Penalty: 4308.720215
	Iteration 17Q: 3 clusters Score -712718.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -712745.875000 Penalty: 4308.720215
	Iteration 18Q: 3 clusters Score -712745.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -712765.000000 Penalty: 4308.720215
	Iteration 19Q: 3 clusters Score -712765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -712777.500000 Penalty: 4308.720215
	Iteration 20F: 3 clusters Score -712777.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -712785.812500 Penalty: 4308.720215
	Iteration 21Q: 3 clusters Score -712785.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -712792.250000 Penalty: 4308.720215
	Iteration 22Q: 3 clusters Score -712792.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -712796.500000 Penalty: 4308.720215
	Iteration 23Q: 3 clusters Score -712796.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -712799.625000 Penalty: 4308.720215
	Iteration 24Q: 3 clusters Score -712799.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -712801.062500 Penalty: 4308.720215
	Iteration 25Q: 3 clusters Score -712801.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -712802.062500 Penalty: 4308.720215
	Iteration 26Q: 3 clusters Score -712802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -712802.250000 Penalty: 4308.720215
	Iteration 27Q: 3 clusters Score -712802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -712801.937500 Penalty: 4308.720215
	Iteration 28Q: 3 clusters Score -712801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -712801.937500 Penalty: 4308.720215
	Iteration 29F: 3 clusters Score -712801.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -273576.281250 Penalty: 1897.595703
	Iteration 0F: 2 clusters Score -273576.3 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 1085 members 
Entering Unmasked Estep 
Score: -270896.843750 Penalty: 3795.191406
	Iteration 0F: 3 clusters Score -270896.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -271361.656250 Penalty: 3795.191406
	Iteration 1F: 3 clusters Score -271361.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -271481.937500 Penalty: 3795.191406
	Iteration 2F: 3 clusters Score -271481.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -271561.343750 Penalty: 3795.191406
	Iteration 3Q: 3 clusters Score -271561.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -271611.875000 Penalty: 3795.191406
	Iteration 4Q: 3 clusters Score -271611.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -271637.062500 Penalty: 3795.191406
	Iteration 5Q: 3 clusters Score -271637.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -271660.437500 Penalty: 3795.191406
	Iteration 6Q: 3 clusters Score -271660.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -271676.937500 Penalty: 3795.191406
	Iteration 7Q: 3 clusters Score -271676.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -271687.406250 Penalty: 3795.191406
	Iteration 8Q: 3 clusters Score -271687.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -271699.812500 Penalty: 3795.191406
	Iteration 9Q: 3 clusters Score -271699.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -271708.750000 Penalty: 3795.191406
	Iteration 10Q: 3 clusters Score -271708.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -271715.125000 Penalty: 3795.191406
	Iteration 11Q: 3 clusters Score -271715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -271718.687500 Penalty: 3795.191406
	Iteration 12Q: 3 clusters Score -271718.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -271720.375000 Penalty: 3795.191406
	Iteration 13Q: 3 clusters Score -271720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -271722.906250 Penalty: 3795.191406
	Iteration 14Q: 3 clusters Score -271722.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -271726.468750 Penalty: 3795.191406
	Iteration 15Q: 3 clusters Score -271726.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -271728.593750 Penalty: 3795.191406
	Iteration 16Q: 3 clusters Score -271728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -271729.468750 Penalty: 3795.191406
	Iteration 17Q: 3 clusters Score -271729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -271729.500000 Penalty: 3795.191406
	Iteration 18Q: 3 clusters Score -271729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -271729.500000 Penalty: 3795.191406
	Iteration 19F: 3 clusters Score -271729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -108816.789062 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -108816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -107006.828125 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -107006.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -107402.359375 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -107402.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -107737.632812 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -107737.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108313.429688 Penalty: 3386.503906
	Iteration 3F: 3 clusters Score -108313.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -108750.468750 Penalty: 3386.503906
	Iteration 4F: 3 clusters Score -108750.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -109104.125000 Penalty: 3386.503906
	Iteration 5F: 3 clusters Score -109104.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -109342.015625 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -109342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -109377.078125 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -109377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -109392.328125 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -109392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -109404.937500 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -109404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -109420.046875 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -109420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -109426.140625 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -109426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -109436.328125 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -109436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -109438.078125 Penalty: 3386.503906
	Iteration 13Q: 3 clusters Score -109438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -109442.976562 Penalty: 3386.503906
	Iteration 14Q: 3 clusters Score -109443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -109458.820312 Penalty: 3386.503906
	Iteration 15Q: 3 clusters Score -109458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -109475.304688 Penalty: 3386.503906
	Iteration 16Q: 3 clusters Score -109475.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -109482.812500 Penalty: 3386.503906
	Iteration 17Q: 3 clusters Score -109482.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -109485.093750 Penalty: 3386.503906
	Iteration 18Q: 3 clusters Score -109485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -109485.093750 Penalty: 3386.503906
	Iteration 19F: 3 clusters Score -109485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 54774 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 102897 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 25577 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 69662 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 776 members 
Mstep: Class 20 contains 54171 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 154903 members 
Mstep: Class 23 contains 5836 members 
Mstep: Class 24 contains 29104 members 
Mstep: Class 25 contains 30878 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 16937 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 885 members 
Mstep: Class 32 contains 147 members 
Entering Unmasked Estep 
Score: -77997648.000000 Penalty: 105949.625000
Splitting cluster 19 changes total score from -77998616.000000 to -77997648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (54171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Entering Unmasked Estep 
Score: -6947474.000000 Penalty: 2703.175537
	Iteration 0F: 2 clusters Score -6947474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -6911127.500000 Penalty: 5406.351074
	Iteration 0F: 3 clusters Score -6911128 nChanged 25147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -6925198.500000 Penalty: 5406.351074
	Iteration 1F: 3 clusters Score -6925198 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -6926046.000000 Penalty: 5406.351074
	Iteration 2Q: 3 clusters Score -6926046 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -6926755.000000 Penalty: 5406.351074
	Iteration 3Q: 3 clusters Score -6926755 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -6927752.000000 Penalty: 5406.351074
	Iteration 4Q: 3 clusters Score -6927752 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -6928818.000000 Penalty: 5406.351074
	Iteration 5Q: 3 clusters Score -6928818 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -6930057.500000 Penalty: 5406.351074
	Iteration 6Q: 3 clusters Score -6930058 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -6931233.000000 Penalty: 5406.351074
	Iteration 7Q: 3 clusters Score -6931233 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -6932390.000000 Penalty: 5406.351074
	Iteration 8Q: 3 clusters Score -6932390 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -6933332.500000 Penalty: 5406.351074
	Iteration 9Q: 3 clusters Score -6933332 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -6934228.000000 Penalty: 5406.351074
	Iteration 10Q: 3 clusters Score -6934228 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -6935017.500000 Penalty: 5406.351074
	Iteration 11Q: 3 clusters Score -6935018 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -6935781.000000 Penalty: 5406.351074
	Iteration 12Q: 3 clusters Score -6935781 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -6936617.500000 Penalty: 5406.351074
	Iteration 13Q: 3 clusters Score -6936618 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -6937490.000000 Penalty: 5406.351074
	Iteration 14Q: 3 clusters Score -6937490 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -6938317.000000 Penalty: 5406.351074
	Iteration 15Q: 3 clusters Score -6938317 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -6939103.500000 Penalty: 5406.351074
	Iteration 16Q: 3 clusters Score -6939104 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -6939820.500000 Penalty: 5406.351074
	Iteration 17Q: 3 clusters Score -6939820 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -6940382.000000 Penalty: 5406.351074
	Iteration 18Q: 3 clusters Score -6940382 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -6940801.500000 Penalty: 5406.351074
	Iteration 19Q: 3 clusters Score -6940802 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -6941129.500000 Penalty: 5406.351074
	Iteration 20F: 3 clusters Score -6941130 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -6941445.500000 Penalty: 5406.351074
	Iteration 21Q: 3 clusters Score -6941446 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -6941712.000000 Penalty: 5406.351074
	Iteration 22Q: 3 clusters Score -6941712 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -6941994.500000 Penalty: 5406.351074
	Iteration 23Q: 3 clusters Score -6941994 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -6942208.500000 Penalty: 5406.351074
	Iteration 24Q: 3 clusters Score -6942208 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -6942336.000000 Penalty: 5406.351074
	Iteration 25Q: 3 clusters Score -6942336 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -6942470.000000 Penalty: 5406.351074
	Iteration 26Q: 3 clusters Score -6942470 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -6942635.500000 Penalty: 5406.351074
	Iteration 27Q: 3 clusters Score -6942636 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6942774.500000 Penalty: 5406.351074
	Iteration 28Q: 3 clusters Score -6942774 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -6942952.000000 Penalty: 5406.351074
	Iteration 29Q: 3 clusters Score -6942952 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -6943075.000000 Penalty: 5406.351074
	Iteration 30Q: 3 clusters Score -6943075 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -6943220.500000 Penalty: 5406.351074
	Iteration 31Q: 3 clusters Score -6943220 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -6943349.500000 Penalty: 5406.351074
	Iteration 32Q: 3 clusters Score -6943350 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -6943479.500000 Penalty: 5406.351074
	Iteration 33Q: 3 clusters Score -6943480 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -6943652.000000 Penalty: 5406.351074
	Iteration 34Q: 3 clusters Score -6943652 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6943773.500000 Penalty: 5406.351074
	Iteration 35Q: 3 clusters Score -6943774 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6943907.500000 Penalty: 5406.351074
	Iteration 36Q: 3 clusters Score -6943908 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -6944042.500000 Penalty: 5406.351074
	Iteration 37Q: 3 clusters Score -6944042 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -6944174.000000 Penalty: 5406.351074
	Iteration 38Q: 3 clusters Score -6944174 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6944300.000000 Penalty: 5406.351074
	Iteration 39Q: 3 clusters Score -6944300 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6944395.500000 Penalty: 5406.351074
	Iteration 40F: 3 clusters Score -6944396 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6944544.000000 Penalty: 5406.351074
	Iteration 41Q: 3 clusters Score -6944544 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6944629.500000 Penalty: 5406.351074
	Iteration 42Q: 3 clusters Score -6944630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6944724.500000 Penalty: 5406.351074
	Iteration 43Q: 3 clusters Score -6944724 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6944790.500000 Penalty: 5406.351074
	Iteration 44Q: 3 clusters Score -6944790 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6944828.000000 Penalty: 5406.351074
	Iteration 45Q: 3 clusters Score -6944828 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6944850.500000 Penalty: 5406.351074
	Iteration 46Q: 3 clusters Score -6944850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6944897.000000 Penalty: 5406.351074
	Iteration 47Q: 3 clusters Score -6944897 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6944927.000000 Penalty: 5406.351074
	Iteration 48Q: 3 clusters Score -6944927 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6944942.000000 Penalty: 5406.351074
	Iteration 49Q: 3 clusters Score -6944942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6944978.000000 Penalty: 5406.351074
	Iteration 50Q: 3 clusters Score -6944978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6945006.500000 Penalty: 5406.351074
	Iteration 51Q: 3 clusters Score -6945006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6945018.500000 Penalty: 5406.351074
	Iteration 52Q: 3 clusters Score -6945018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6945053.500000 Penalty: 5406.351074
	Iteration 53Q: 3 clusters Score -6945054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6945069.500000 Penalty: 5406.351074
	Iteration 54Q: 3 clusters Score -6945070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6945089.500000 Penalty: 5406.351074
	Iteration 55Q: 3 clusters Score -6945090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6945101.500000 Penalty: 5406.351074
	Iteration 56Q: 3 clusters Score -6945102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6945121.500000 Penalty: 5406.351074
	Iteration 57Q: 3 clusters Score -6945122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6945152.500000 Penalty: 5406.351074
	Iteration 58Q: 3 clusters Score -6945152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6945153.000000 Penalty: 5406.351074
	Iteration 59Q: 3 clusters Score -6945153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6945169.000000 Penalty: 5406.351074
	Iteration 60F: 3 clusters Score -6945169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6945180.500000 Penalty: 5406.351074
	Iteration 61Q: 3 clusters Score -6945180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6945185.000000 Penalty: 5406.351074
	Iteration 62Q: 3 clusters Score -6945185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6945188.000000 Penalty: 5406.351074
	Iteration 63Q: 3 clusters Score -6945188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6945194.000000 Penalty: 5406.351074
	Iteration 64Q: 3 clusters Score -6945194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6945200.000000 Penalty: 5406.351074
	Iteration 65Q: 3 clusters Score -6945200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6945209.000000 Penalty: 5406.351074
	Iteration 66Q: 3 clusters Score -6945209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6945219.500000 Penalty: 5406.351074
	Iteration 67Q: 3 clusters Score -6945220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6945221.500000 Penalty: 5406.351074
	Iteration 68Q: 3 clusters Score -6945222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6945217.500000 Penalty: 5406.351074
	Iteration 69Q: 3 clusters Score -6945218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6945217.000000 Penalty: 5406.351074
	Iteration 70Q: 3 clusters Score -6945217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6945216.500000 Penalty: 5406.351074
	Iteration 71Q: 3 clusters Score -6945216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6945220.500000 Penalty: 5406.351074
	Iteration 72Q: 3 clusters Score -6945220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6945218.500000 Penalty: 5406.351074
	Iteration 73Q: 3 clusters Score -6945218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6945222.000000 Penalty: 5406.351074
	Iteration 74Q: 3 clusters Score -6945222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6945220.500000 Penalty: 5406.351074
	Iteration 75Q: 3 clusters Score -6945220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6945221.000000 Penalty: 5406.351074
	Iteration 76Q: 3 clusters Score -6945221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6945229.500000 Penalty: 5406.351074
	Iteration 77Q: 3 clusters Score -6945230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6945229.500000 Penalty: 5406.351074
	Iteration 78Q: 3 clusters Score -6945230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6945237.500000 Penalty: 5406.351074
	Iteration 79Q: 3 clusters Score -6945238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6945242.000000 Penalty: 5406.351074
	Iteration 80F: 3 clusters Score -6945242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6945244.000000 Penalty: 5406.351074
	Iteration 81Q: 3 clusters Score -6945244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6945246.000000 Penalty: 5406.351074
	Iteration 82Q: 3 clusters Score -6945246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6945249.500000 Penalty: 5406.351074
	Iteration 83Q: 3 clusters Score -6945250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6945251.500000 Penalty: 5406.351074
	Iteration 84Q: 3 clusters Score -6945252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6945251.000000 Penalty: 5406.351074
	Iteration 85Q: 3 clusters Score -6945251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6945253.000000 Penalty: 5406.351074
	Iteration 86Q: 3 clusters Score -6945253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6945253.000000 Penalty: 5406.351074
	Iteration 87F: 3 clusters Score -6945253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Entering Unmasked Estep 
Score: -528634.062500 Penalty: 2084.420166
	Iteration 0F: 2 clusters Score -528634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -524472.687500 Penalty: 4168.840332
	Iteration 0F: 3 clusters Score -524472.7 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -525735.500000 Penalty: 4168.840332
	Iteration 1F: 3 clusters Score -525735.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -526336.875000 Penalty: 4168.840332
	Iteration 2F: 3 clusters Score -526336.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -526871.312500 Penalty: 4168.840332
	Iteration 3F: 3 clusters Score -526871.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -527312.687500 Penalty: 4168.840332
	Iteration 4F: 3 clusters Score -527312.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -527576.187500 Penalty: 4168.840332
	Iteration 5F: 3 clusters Score -527576.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -527705.125000 Penalty: 4168.840332
	Iteration 6Q: 3 clusters Score -527705.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -527791.625000 Penalty: 4168.840332
	Iteration 7Q: 3 clusters Score -527791.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -527856.812500 Penalty: 4168.840332
	Iteration 8Q: 3 clusters Score -527856.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -527910.250000 Penalty: 4168.840332
	Iteration 9Q: 3 clusters Score -527910.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -527958.562500 Penalty: 4168.840332
	Iteration 10Q: 3 clusters Score -527958.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -527988.375000 Penalty: 4168.840332
	Iteration 11Q: 3 clusters Score -527988.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -528007.937500 Penalty: 4168.840332
	Iteration 12Q: 3 clusters Score -528007.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -528020.687500 Penalty: 4168.840332
	Iteration 13Q: 3 clusters Score -528020.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -528033.375000 Penalty: 4168.840332
	Iteration 14Q: 3 clusters Score -528033.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -528042.562500 Penalty: 4168.840332
	Iteration 15Q: 3 clusters Score -528042.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -528049.250000 Penalty: 4168.840332
	Iteration 16Q: 3 clusters Score -528049.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -528054.250000 Penalty: 4168.840332
	Iteration 17Q: 3 clusters Score -528054.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -528060.312500 Penalty: 4168.840332
	Iteration 18Q: 3 clusters Score -528060.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -528063.937500 Penalty: 4168.840332
	Iteration 19Q: 3 clusters Score -528063.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -528070.812500 Penalty: 4168.840332
	Iteration 20F: 3 clusters Score -528070.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -528073.187500 Penalty: 4168.840332
	Iteration 21Q: 3 clusters Score -528073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -528076.187500 Penalty: 4168.840332
	Iteration 22Q: 3 clusters Score -528076.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -528078.062500 Penalty: 4168.840332
	Iteration 23Q: 3 clusters Score -528078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -528079.937500 Penalty: 4168.840332
	Iteration 24Q: 3 clusters Score -528079.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -528080.500000 Penalty: 4168.840332
	Iteration 25Q: 3 clusters Score -528080.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -528081.875000 Penalty: 4168.840332
	Iteration 26Q: 3 clusters Score -528081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -528083.000000 Penalty: 4168.840332
	Iteration 27Q: 3 clusters Score -528083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -528083.000000 Penalty: 4168.840332
	Iteration 28F: 3 clusters Score -528083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (154903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154903 members 
Entering Unmasked Estep 
Score: -19843660.000000 Penalty: 2963.737549
	Iteration 0F: 2 clusters Score -1.984366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -19739776.000000 Penalty: 5927.475098
	Iteration 0F: 3 clusters Score -1.973978e+07 nChanged 73986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -19783228.000000 Penalty: 5927.475098
	Iteration 1F: 3 clusters Score -1.978323e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -19784546.000000 Penalty: 5927.475098
	Iteration 2Q: 3 clusters Score -1.978455e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -19786122.000000 Penalty: 5927.475098
	Iteration 3Q: 3 clusters Score -1.978612e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -19788526.000000 Penalty: 5927.475098
	Iteration 4Q: 3 clusters Score -1.978853e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -19792170.000000 Penalty: 5927.475098
	Iteration 5Q: 3 clusters Score -1.979217e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 103455 members 
Entering Unmasked Estep 
Score: -19797802.000000 Penalty: 5927.475098
	Iteration 6F: 3 clusters Score -1.97978e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 113711 members 
Entering Unmasked Estep 
Score: -19805584.000000 Penalty: 5927.475098
	Iteration 7F: 3 clusters Score -1.980558e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 124938 members 
Entering Unmasked Estep 
Score: -19815196.000000 Penalty: 5927.475098
	Iteration 8F: 3 clusters Score -1.98152e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 135241 members 
Entering Unmasked Estep 
Score: -19824162.000000 Penalty: 5927.475098
	Iteration 9F: 3 clusters Score -1.982416e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 143029 members 
Entering Unmasked Estep 
Score: -19831280.000000 Penalty: 5927.475098
	Iteration 10F: 3 clusters Score -1.983128e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 148119 members 
Entering Unmasked Estep 
Score: -19835692.000000 Penalty: 5927.475098
	Iteration 11Q: 3 clusters Score -1.983569e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 151097 members 
Entering Unmasked Estep 
Score: -19838298.000000 Penalty: 5927.475098
	Iteration 12Q: 3 clusters Score -1.98383e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 152774 members 
Entering Unmasked Estep 
Score: -19839694.000000 Penalty: 5927.475098
	Iteration 13Q: 3 clusters Score -1.983969e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 153594 members 
Entering Unmasked Estep 
Score: -19840352.000000 Penalty: 5927.475098
	Iteration 14Q: 3 clusters Score -1.984035e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 153987 members 
Entering Unmasked Estep 
Score: -19840640.000000 Penalty: 5927.475098
	Iteration 15Q: 3 clusters Score -1.984064e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 154184 members 
Entering Unmasked Estep 
Score: -19840778.000000 Penalty: 5927.475098
	Iteration 16Q: 3 clusters Score -1.984078e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 154287 members 
Entering Unmasked Estep 
Score: -19840874.000000 Penalty: 5927.475098
	Iteration 17Q: 3 clusters Score -1.984087e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 154340 members 
Entering Unmasked Estep 
Score: -19840922.000000 Penalty: 5927.475098
	Iteration 18Q: 3 clusters Score -1.984092e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 154377 members 
Entering Unmasked Estep 
Score: -19840996.000000 Penalty: 5927.475098
	Iteration 19Q: 3 clusters Score -1.9841e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 154400 members 
Entering Unmasked Estep 
Score: -19841022.000000 Penalty: 5927.475098
	Iteration 20F: 3 clusters Score -1.984102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 154418 members 
Entering Unmasked Estep 
Score: -19841074.000000 Penalty: 5927.475098
	Iteration 21Q: 3 clusters Score -1.984107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 154437 members 
Entering Unmasked Estep 
Score: -19841108.000000 Penalty: 5927.475098
	Iteration 22Q: 3 clusters Score -1.984111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -19841132.000000 Penalty: 5927.475098
	Iteration 23Q: 3 clusters Score -1.984113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -19841140.000000 Penalty: 5927.475098
	Iteration 24Q: 3 clusters Score -1.984114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 154449 members 
Entering Unmasked Estep 
Score: -19841130.000000 Penalty: 5927.475098
	Iteration 25Q: 3 clusters Score -1.984113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 154450 members 
Entering Unmasked Estep 
Score: -19841156.000000 Penalty: 5927.475098
	Iteration 26Q: 3 clusters Score -1.984116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 154453 members 
Entering Unmasked Estep 
Score: -19841164.000000 Penalty: 5927.475098
	Iteration 27Q: 3 clusters Score -1.984116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 154456 members 
Entering Unmasked Estep 
Score: -19841186.000000 Penalty: 5927.475098
	Iteration 28Q: 3 clusters Score -1.984119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -19841198.000000 Penalty: 5927.475098
	Iteration 29Q: 3 clusters Score -1.98412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 154457 members 
Entering Unmasked Estep 
Score: -19841190.000000 Penalty: 5927.475098
	Iteration 30Q: 3 clusters Score -1.984119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 154457 members 
Entering Unmasked Estep 
Score: -19841212.000000 Penalty: 5927.475098
	Iteration 31Q: 3 clusters Score -1.984121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -19841206.000000 Penalty: 5927.475098
	Iteration 32Q: 3 clusters Score -1.984121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -19841212.000000 Penalty: 5927.475098
	Iteration 33Q: 3 clusters Score -1.984121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 154459 members 
Entering Unmasked Estep 
Score: -19841210.000000 Penalty: 5927.475098
	Iteration 34Q: 3 clusters Score -1.984121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 154459 members 
Entering Unmasked Estep 
Score: -19841210.000000 Penalty: 5927.475098
	Iteration 35F: 3 clusters Score -1.984121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Entering Unmasked Estep 
Score: -756995.062500 Penalty: 2150.606445
	Iteration 0F: 2 clusters Score -756995.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -752005.250000 Penalty: 4301.212891
	Iteration 0F: 3 clusters Score -752005.2 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -753475.500000 Penalty: 4301.212891
	Iteration 1F: 3 clusters Score -753475.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -753911.375000 Penalty: 4301.212891
	Iteration 2F: 3 clusters Score -753911.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -754318.625000 Penalty: 4301.212891
	Iteration 3F: 3 clusters Score -754318.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -754682.250000 Penalty: 4301.212891
	Iteration 4F: 3 clusters Score -754682.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -754975.812500 Penalty: 4301.212891
	Iteration 5F: 3 clusters Score -754975.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -755230.312500 Penalty: 4301.212891
	Iteration 6F: 3 clusters Score -755230.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -755455.875000 Penalty: 4301.212891
	Iteration 7Q: 3 clusters Score -755455.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -755676.625000 Penalty: 4301.212891
	Iteration 8Q: 3 clusters Score -755676.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -755860.875000 Penalty: 4301.212891
	Iteration 9Q: 3 clusters Score -755860.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -755994.875000 Penalty: 4301.212891
	Iteration 10Q: 3 clusters Score -755994.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -756094.000000 Penalty: 4301.212891
	Iteration 11Q: 3 clusters Score -756094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -756162.312500 Penalty: 4301.212891
	Iteration 12Q: 3 clusters Score -756162.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -756226.937500 Penalty: 4301.212891
	Iteration 13Q: 3 clusters Score -756226.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -756277.312500 Penalty: 4301.212891
	Iteration 14Q: 3 clusters Score -756277.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -756308.250000 Penalty: 4301.212891
	Iteration 15Q: 3 clusters Score -756308.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -756325.312500 Penalty: 4301.212891
	Iteration 16Q: 3 clusters Score -756325.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -756337.312500 Penalty: 4301.212891
	Iteration 17Q: 3 clusters Score -756337.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -756346.187500 Penalty: 4301.212891
	Iteration 18Q: 3 clusters Score -756346.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -756351.750000 Penalty: 4301.212891
	Iteration 19Q: 3 clusters Score -756351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -756353.687500 Penalty: 4301.212891
	Iteration 20F: 3 clusters Score -756353.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -756354.312500 Penalty: 4301.212891
	Iteration 21Q: 3 clusters Score -756354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -756354.312500 Penalty: 4301.212891
	Iteration 22F: 3 clusters Score -756354.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Entering Unmasked Estep 
Score: -3460537.250000 Penalty: 2549.100586
	Iteration 0F: 2 clusters Score -3460537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3440420.250000 Penalty: 5098.201172
	Iteration 0F: 3 clusters Score -3440420 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3447811.500000 Penalty: 5098.201172
	Iteration 1F: 3 clusters Score -3447812 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3448574.250000 Penalty: 5098.201172
	Iteration 2F: 3 clusters Score -3448574 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3449394.500000 Penalty: 5098.201172
	Iteration 3F: 3 clusters Score -3449394 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3450134.500000 Penalty: 5098.201172
	Iteration 4F: 3 clusters Score -3450134 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3450841.750000 Penalty: 5098.201172
	Iteration 5F: 3 clusters Score -3450842 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3451428.000000 Penalty: 5098.201172
	Iteration 6Q: 3 clusters Score -3451428 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3452039.250000 Penalty: 5098.201172
	Iteration 7Q: 3 clusters Score -3452039 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3452606.500000 Penalty: 5098.201172
	Iteration 8Q: 3 clusters Score -3452606 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3453072.250000 Penalty: 5098.201172
	Iteration 9Q: 3 clusters Score -3453072 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3453552.750000 Penalty: 5098.201172
	Iteration 10Q: 3 clusters Score -3453553 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3454022.750000 Penalty: 5098.201172
	Iteration 11Q: 3 clusters Score -3454023 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3454494.500000 Penalty: 5098.201172
	Iteration 12Q: 3 clusters Score -3454494 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3454981.750000 Penalty: 5098.201172
	Iteration 13Q: 3 clusters Score -3454982 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3455478.000000 Penalty: 5098.201172
	Iteration 14Q: 3 clusters Score -3455478 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3455942.000000 Penalty: 5098.201172
	Iteration 15Q: 3 clusters Score -3455942 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3456389.500000 Penalty: 5098.201172
	Iteration 16Q: 3 clusters Score -3456390 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3456808.000000 Penalty: 5098.201172
	Iteration 17Q: 3 clusters Score -3456808 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3457198.250000 Penalty: 5098.201172
	Iteration 18Q: 3 clusters Score -3457198 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3457534.250000 Penalty: 5098.201172
	Iteration 19Q: 3 clusters Score -3457534 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3457769.750000 Penalty: 5098.201172
	Iteration 20F: 3 clusters Score -3457770 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3457956.750000 Penalty: 5098.201172
	Iteration 21Q: 3 clusters Score -3457957 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3458072.250000 Penalty: 5098.201172
	Iteration 22Q: 3 clusters Score -3458072 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3458177.500000 Penalty: 5098.201172
	Iteration 23Q: 3 clusters Score -3458178 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3458253.500000 Penalty: 5098.201172
	Iteration 24Q: 3 clusters Score -3458254 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3458303.500000 Penalty: 5098.201172
	Iteration 25Q: 3 clusters Score -3458304 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3458331.250000 Penalty: 5098.201172
	Iteration 26Q: 3 clusters Score -3458331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3458365.500000 Penalty: 5098.201172
	Iteration 27Q: 3 clusters Score -3458366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3458386.000000 Penalty: 5098.201172
	Iteration 28Q: 3 clusters Score -3458386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -3458414.250000 Penalty: 5098.201172
	Iteration 29Q: 3 clusters Score -3458414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3458421.750000 Penalty: 5098.201172
	Iteration 30Q: 3 clusters Score -3458422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -3458429.250000 Penalty: 5098.201172
	Iteration 31Q: 3 clusters Score -3458429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3458442.250000 Penalty: 5098.201172
	Iteration 32Q: 3 clusters Score -3458442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3458453.500000 Penalty: 5098.201172
	Iteration 33Q: 3 clusters Score -3458454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3458462.250000 Penalty: 5098.201172
	Iteration 34Q: 3 clusters Score -3458462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3458465.000000 Penalty: 5098.201172
	Iteration 35Q: 3 clusters Score -3458465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3458477.250000 Penalty: 5098.201172
	Iteration 36Q: 3 clusters Score -3458477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3458473.250000 Penalty: 5098.201172
	Iteration 37Q: 3 clusters Score -3458473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3458480.000000 Penalty: 5098.201172
	Iteration 38Q: 3 clusters Score -3458480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3458490.500000 Penalty: 5098.201172
	Iteration 39Q: 3 clusters Score -3458490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3458496.500000 Penalty: 5098.201172
	Iteration 40F: 3 clusters Score -3458496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3458499.500000 Penalty: 5098.201172
	Iteration 41Q: 3 clusters Score -3458500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -3458511.250000 Penalty: 5098.201172
	Iteration 42Q: 3 clusters Score -3458511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3458518.750000 Penalty: 5098.201172
	Iteration 43Q: 3 clusters Score -3458519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3458528.500000 Penalty: 5098.201172
	Iteration 44Q: 3 clusters Score -3458528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3458536.250000 Penalty: 5098.201172
	Iteration 45Q: 3 clusters Score -3458536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3458542.500000 Penalty: 5098.201172
	Iteration 46Q: 3 clusters Score -3458542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3458544.500000 Penalty: 5098.201172
	Iteration 47Q: 3 clusters Score -3458544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3458546.000000 Penalty: 5098.201172
	Iteration 48Q: 3 clusters Score -3458546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3458547.000000 Penalty: 5098.201172
	Iteration 49Q: 3 clusters Score -3458547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3458544.500000 Penalty: 5098.201172
	Iteration 50Q: 3 clusters Score -3458544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3458547.250000 Penalty: 5098.201172
	Iteration 51Q: 3 clusters Score -3458547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3458546.000000 Penalty: 5098.201172
	Iteration 52Q: 3 clusters Score -3458546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3458546.000000 Penalty: 5098.201172
	Iteration 53F: 3 clusters Score -3458546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Entering Unmasked Estep 
Score: -3941701.750000 Penalty: 2563.774170
	Iteration 0F: 2 clusters Score -3941702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3920476.250000 Penalty: 5127.548340
	Iteration 0F: 3 clusters Score -3920476 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3928048.750000 Penalty: 5127.548340
	Iteration 1F: 3 clusters Score -3928049 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3928458.250000 Penalty: 5127.548340
	Iteration 2Q: 3 clusters Score -3928458 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3928802.500000 Penalty: 5127.548340
	Iteration 3Q: 3 clusters Score -3928802 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3929132.250000 Penalty: 5127.548340
	Iteration 4Q: 3 clusters Score -3929132 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3929462.500000 Penalty: 5127.548340
	Iteration 5Q: 3 clusters Score -3929462 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3929835.750000 Penalty: 5127.548340
	Iteration 6Q: 3 clusters Score -3929836 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3930209.750000 Penalty: 5127.548340
	Iteration 7Q: 3 clusters Score -3930210 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3930685.250000 Penalty: 5127.548340
	Iteration 8Q: 3 clusters Score -3930685 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3931172.000000 Penalty: 5127.548340
	Iteration 9Q: 3 clusters Score -3931172 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3931640.000000 Penalty: 5127.548340
	Iteration 10Q: 3 clusters Score -3931640 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3932113.750000 Penalty: 5127.548340
	Iteration 11Q: 3 clusters Score -3932114 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3932486.000000 Penalty: 5127.548340
	Iteration 12Q: 3 clusters Score -3932486 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3932836.250000 Penalty: 5127.548340
	Iteration 13Q: 3 clusters Score -3932836 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3933167.500000 Penalty: 5127.548340
	Iteration 14Q: 3 clusters Score -3933168 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3933520.250000 Penalty: 5127.548340
	Iteration 15Q: 3 clusters Score -3933520 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3933884.750000 Penalty: 5127.548340
	Iteration 16Q: 3 clusters Score -3933885 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3934271.750000 Penalty: 5127.548340
	Iteration 17Q: 3 clusters Score -3934272 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3934693.250000 Penalty: 5127.548340
	Iteration 18Q: 3 clusters Score -3934693 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3935194.000000 Penalty: 5127.548340
	Iteration 19Q: 3 clusters Score -3935194 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3935727.500000 Penalty: 5127.548340
	Iteration 20F: 3 clusters Score -3935728 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3936284.750000 Penalty: 5127.548340
	Iteration 21Q: 3 clusters Score -3936285 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3936858.250000 Penalty: 5127.548340
	Iteration 22Q: 3 clusters Score -3936858 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3937360.250000 Penalty: 5127.548340
	Iteration 23Q: 3 clusters Score -3937360 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3937799.500000 Penalty: 5127.548340
	Iteration 24Q: 3 clusters Score -3937800 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3938189.750000 Penalty: 5127.548340
	Iteration 25Q: 3 clusters Score -3938190 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3938526.500000 Penalty: 5127.548340
	Iteration 26Q: 3 clusters Score -3938526 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3938784.000000 Penalty: 5127.548340
	Iteration 27Q: 3 clusters Score -3938784 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3938938.500000 Penalty: 5127.548340
	Iteration 28Q: 3 clusters Score -3938938 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -3939062.250000 Penalty: 5127.548340
	Iteration 29Q: 3 clusters Score -3939062 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3939178.500000 Penalty: 5127.548340
	Iteration 30Q: 3 clusters Score -3939178 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3939281.750000 Penalty: 5127.548340
	Iteration 31Q: 3 clusters Score -3939282 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -3939345.000000 Penalty: 5127.548340
	Iteration 32Q: 3 clusters Score -3939345 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3939397.500000 Penalty: 5127.548340
	Iteration 33Q: 3 clusters Score -3939398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3939436.250000 Penalty: 5127.548340
	Iteration 34Q: 3 clusters Score -3939436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -3939472.500000 Penalty: 5127.548340
	Iteration 35Q: 3 clusters Score -3939472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3939490.000000 Penalty: 5127.548340
	Iteration 36Q: 3 clusters Score -3939490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3939509.750000 Penalty: 5127.548340
	Iteration 37Q: 3 clusters Score -3939510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3939521.500000 Penalty: 5127.548340
	Iteration 38Q: 3 clusters Score -3939522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -3939544.250000 Penalty: 5127.548340
	Iteration 39Q: 3 clusters Score -3939544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3939559.500000 Penalty: 5127.548340
	Iteration 40F: 3 clusters Score -3939560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3939568.000000 Penalty: 5127.548340
	Iteration 41Q: 3 clusters Score -3939568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -3939576.500000 Penalty: 5127.548340
	Iteration 42Q: 3 clusters Score -3939576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3939581.500000 Penalty: 5127.548340
	Iteration 43Q: 3 clusters Score -3939582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3939587.000000 Penalty: 5127.548340
	Iteration 44Q: 3 clusters Score -3939587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3939593.250000 Penalty: 5127.548340
	Iteration 45Q: 3 clusters Score -3939593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -3939604.500000 Penalty: 5127.548340
	Iteration 46Q: 3 clusters Score -3939604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -3939607.250000 Penalty: 5127.548340
	Iteration 47Q: 3 clusters Score -3939607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3939608.500000 Penalty: 5127.548340
	Iteration 48Q: 3 clusters Score -3939608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3939610.750000 Penalty: 5127.548340
	Iteration 49Q: 3 clusters Score -3939611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3939612.250000 Penalty: 5127.548340
	Iteration 50Q: 3 clusters Score -3939612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3939616.250000 Penalty: 5127.548340
	Iteration 51Q: 3 clusters Score -3939616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3939615.000000 Penalty: 5127.548340
	Iteration 52Q: 3 clusters Score -3939615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3939620.250000 Penalty: 5127.548340
	Iteration 53Q: 3 clusters Score -3939620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3939621.250000 Penalty: 5127.548340
	Iteration 54Q: 3 clusters Score -3939621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3939631.500000 Penalty: 5127.548340
	Iteration 55Q: 3 clusters Score -3939632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3939630.250000 Penalty: 5127.548340
	Iteration 56Q: 3 clusters Score -3939630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3939637.000000 Penalty: 5127.548340
	Iteration 57Q: 3 clusters Score -3939637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -3939640.000000 Penalty: 5127.548340
	Iteration 58Q: 3 clusters Score -3939640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3939641.750000 Penalty: 5127.548340
	Iteration 59Q: 3 clusters Score -3939642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -3939640.750000 Penalty: 5127.548340
	Iteration 60F: 3 clusters Score -3939641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -92771.523438 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -92771.52 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 407 members 
Entering Unmasked Estep 
Score: -91022.750000 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -91022.75 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91435.187500 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -91435.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91590.914062 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -91590.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91724.382812 Penalty: 3344.468994
	Iteration 3F: 3 clusters Score -91724.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91846.898438 Penalty: 3344.468994
	Iteration 4F: 3 clusters Score -91846.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91972.343750 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -91972.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -92078.375000 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -92078.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -92159.117188 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -92159.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92222.257812 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -92222.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -92254.937500 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -92254.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92302.320312 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -92302.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92336.734375 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -92336.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -92361.968750 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -92361.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92371.734375 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -92371.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -92376.773438 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -92376.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -92379.296875 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -92379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -92388.453125 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -92388.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -92394.765625 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -92394.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -92396.898438 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -92396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -92416.265625 Penalty: 3344.468994
	Iteration 19F: 3 clusters Score -92416.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92490.382812 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -92490.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92532.828125 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -92532.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92551.523438 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -92551.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -92571.414062 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -92571.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92594.085938 Penalty: 3344.468994
	Iteration 24Q: 3 clusters Score -92594.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -92610.054688 Penalty: 3344.468994
	Iteration 25Q: 3 clusters Score -92610.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -92617.601562 Penalty: 3344.468994
	Iteration 26Q: 3 clusters Score -92617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -92622.171875 Penalty: 3344.468994
	Iteration 27Q: 3 clusters Score -92622.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92625.781250 Penalty: 3344.468994
	Iteration 28Q: 3 clusters Score -92625.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92627.960938 Penalty: 3344.468994
	Iteration 29Q: 3 clusters Score -92627.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -92630.820312 Penalty: 3344.468994
	Iteration 30Q: 3 clusters Score -92630.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -92630.820312 Penalty: 3344.468994
	Iteration 31F: 3 clusters Score -92630.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -59452.019531 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -59452.02 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 274 members 
Entering Unmasked Estep 
Score: -57952.375000 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -57952.38 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58313.757812 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -58313.76 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58659.964844 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -58659.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58930.261719 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -58930.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59023.132812 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -59023.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59075.847656 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -59075.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59091.824219 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -59091.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -59111.000000 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -59111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59119.488281 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -59119.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -59144.164062 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -59144.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59158.957031 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -59158.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -59170.773438 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -59170.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -59170.773438 Penalty: 3131.519775
	Iteration 12F: 3 clusters Score -59170.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Entering Unmasked Estep 
Score: -2162315.250000 Penalty: 2414.839600
	Iteration 0F: 2 clusters Score -2162315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2150353.000000 Penalty: 4829.679199
	Iteration 0F: 3 clusters Score -2150353 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2154226.500000 Penalty: 4829.679199
	Iteration 1F: 3 clusters Score -2154226 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2154588.750000 Penalty: 4829.679199
	Iteration 2F: 3 clusters Score -2154589 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2154842.750000 Penalty: 4829.679199
	Iteration 3Q: 3 clusters Score -2154843 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2155048.250000 Penalty: 4829.679199
	Iteration 4Q: 3 clusters Score -2155048 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2155216.750000 Penalty: 4829.679199
	Iteration 5Q: 3 clusters Score -2155217 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2155349.250000 Penalty: 4829.679199
	Iteration 6Q: 3 clusters Score -2155349 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2155494.750000 Penalty: 4829.679199
	Iteration 7Q: 3 clusters Score -2155495 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2155613.500000 Penalty: 4829.679199
	Iteration 8Q: 3 clusters Score -2155614 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2155727.000000 Penalty: 4829.679199
	Iteration 9Q: 3 clusters Score -2155727 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2155824.250000 Penalty: 4829.679199
	Iteration 10Q: 3 clusters Score -2155824 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2155928.250000 Penalty: 4829.679199
	Iteration 11Q: 3 clusters Score -2155928 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2156033.500000 Penalty: 4829.679199
	Iteration 12Q: 3 clusters Score -2156034 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2156145.250000 Penalty: 4829.679199
	Iteration 13Q: 3 clusters Score -2156145 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2156264.250000 Penalty: 4829.679199
	Iteration 14Q: 3 clusters Score -2156264 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2156422.500000 Penalty: 4829.679199
	Iteration 15Q: 3 clusters Score -2156422 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2156641.250000 Penalty: 4829.679199
	Iteration 16Q: 3 clusters Score -2156641 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2156899.750000 Penalty: 4829.679199
	Iteration 17Q: 3 clusters Score -2156900 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2157237.250000 Penalty: 4829.679199
	Iteration 18Q: 3 clusters Score -2157237 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2157652.750000 Penalty: 4829.679199
	Iteration 19Q: 3 clusters Score -2157653 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2158069.500000 Penalty: 4829.679199
	Iteration 20F: 3 clusters Score -2158070 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2158545.500000 Penalty: 4829.679199
	Iteration 21Q: 3 clusters Score -2158546 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2159007.000000 Penalty: 4829.679199
	Iteration 22Q: 3 clusters Score -2159007 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2159385.250000 Penalty: 4829.679199
	Iteration 23Q: 3 clusters Score -2159385 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2159644.250000 Penalty: 4829.679199
	Iteration 24Q: 3 clusters Score -2159644 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2159807.500000 Penalty: 4829.679199
	Iteration 25Q: 3 clusters Score -2159808 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2159914.250000 Penalty: 4829.679199
	Iteration 26Q: 3 clusters Score -2159914 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2160006.250000 Penalty: 4829.679199
	Iteration 27Q: 3 clusters Score -2160006 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2160052.250000 Penalty: 4829.679199
	Iteration 28Q: 3 clusters Score -2160052 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2160091.750000 Penalty: 4829.679199
	Iteration 29Q: 3 clusters Score -2160092 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2160120.750000 Penalty: 4829.679199
	Iteration 30Q: 3 clusters Score -2160121 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2160158.500000 Penalty: 4829.679199
	Iteration 31Q: 3 clusters Score -2160158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2160185.500000 Penalty: 4829.679199
	Iteration 32Q: 3 clusters Score -2160186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2160207.250000 Penalty: 4829.679199
	Iteration 33Q: 3 clusters Score -2160207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2160230.500000 Penalty: 4829.679199
	Iteration 34Q: 3 clusters Score -2160230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2160255.750000 Penalty: 4829.679199
	Iteration 35Q: 3 clusters Score -2160256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2160281.000000 Penalty: 4829.679199
	Iteration 36Q: 3 clusters Score -2160281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2160290.250000 Penalty: 4829.679199
	Iteration 37Q: 3 clusters Score -2160290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2160305.750000 Penalty: 4829.679199
	Iteration 38Q: 3 clusters Score -2160306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2160323.250000 Penalty: 4829.679199
	Iteration 39Q: 3 clusters Score -2160323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2160333.250000 Penalty: 4829.679199
	Iteration 40F: 3 clusters Score -2160333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2160342.250000 Penalty: 4829.679199
	Iteration 41Q: 3 clusters Score -2160342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2160352.500000 Penalty: 4829.679199
	Iteration 42Q: 3 clusters Score -2160352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2160361.250000 Penalty: 4829.679199
	Iteration 43Q: 3 clusters Score -2160361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2160373.250000 Penalty: 4829.679199
	Iteration 44Q: 3 clusters Score -2160373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2160380.750000 Penalty: 4829.679199
	Iteration 45Q: 3 clusters Score -2160381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2160381.500000 Penalty: 4829.679199
	Iteration 46Q: 3 clusters Score -2160382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2160391.250000 Penalty: 4829.679199
	Iteration 47Q: 3 clusters Score -2160391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2160393.500000 Penalty: 4829.679199
	Iteration 48Q: 3 clusters Score -2160394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2160404.500000 Penalty: 4829.679199
	Iteration 49Q: 3 clusters Score -2160404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2160404.250000 Penalty: 4829.679199
	Iteration 50Q: 3 clusters Score -2160404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2160410.750000 Penalty: 4829.679199
	Iteration 51Q: 3 clusters Score -2160411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2160415.500000 Penalty: 4829.679199
	Iteration 52Q: 3 clusters Score -2160416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2160418.250000 Penalty: 4829.679199
	Iteration 53Q: 3 clusters Score -2160418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2160421.500000 Penalty: 4829.679199
	Iteration 54Q: 3 clusters Score -2160422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2160424.000000 Penalty: 4829.679199
	Iteration 55Q: 3 clusters Score -2160424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2160428.250000 Penalty: 4829.679199
	Iteration 56Q: 3 clusters Score -2160428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2160430.750000 Penalty: 4829.679199
	Iteration 57Q: 3 clusters Score -2160431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2160428.750000 Penalty: 4829.679199
	Iteration 58Q: 3 clusters Score -2160429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2160427.500000 Penalty: 4829.679199
	Iteration 59Q: 3 clusters Score -2160428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2160432.000000 Penalty: 4829.679199
	Iteration 60F: 3 clusters Score -2160432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2160433.500000 Penalty: 4829.679199
	Iteration 61Q: 3 clusters Score -2160434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2160435.000000 Penalty: 4829.679199
	Iteration 62Q: 3 clusters Score -2160435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2160434.500000 Penalty: 4829.679199
	Iteration 63Q: 3 clusters Score -2160434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2160437.000000 Penalty: 4829.679199
	Iteration 64Q: 3 clusters Score -2160437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2160433.750000 Penalty: 4829.679199
	Iteration 65Q: 3 clusters Score -2160434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2160434.250000 Penalty: 4829.679199
	Iteration 66Q: 3 clusters Score -2160434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2160434.250000 Penalty: 4829.679199
	Iteration 67F: 3 clusters Score -2160434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -24764.136719 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -24764.14 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 114 members 
Entering Unmasked Estep 
Score: -23672.216797 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -23672.22 nChanged 28
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: -23863.964844 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -23863.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23955.773438 Penalty: 2718.396973
	Iteration 2F: 3 clusters Score -23955.77 nChanged 4
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: -23977.818359 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -23977.82 nChanged 1
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: -23979.218750 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -23979.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23980.369141 Penalty: 2718.396973
	Iteration 5Q: 3 clusters Score -23980.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23980.369141 Penalty: 2718.396973
	Iteration 6F: 3 clusters Score -23980.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -89187.953125 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -89187.95 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 381 members 
Entering Unmasked Estep 
Score: -87463.125000 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -87463.12 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87694.460938 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -87694.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87749.320312 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -87749.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87775.210938 Penalty: 3270.149902
	Iteration 3Q: 3 clusters Score -87775.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87786.632812 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -87786.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87800.265625 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -87800.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87805.960938 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -87805.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87814.101562 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -87814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87817.335938 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -87817.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87817.976562 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -87817.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87819.351562 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -87819.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87819.351562 Penalty: 3270.149902
	Iteration 11F: 3 clusters Score -87819.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -105753.851562 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -105753.9 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 443 members 
Entering Unmasked Estep 
Score: -103916.304688 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -103916.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104183.937500 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -104183.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104309.320312 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -104309.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104397.445312 Penalty: 3365.651611
	Iteration 3Q: 3 clusters Score -104397.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104459.109375 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -104459.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104573.664062 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -104573.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104864.976562 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -104865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105021.195312 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -105021.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105124.406250 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -105124.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105200.734375 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -105200.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105315.601562 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -105315.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -105363.273438 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -105363.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -105397.109375 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -105397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -105419.492188 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -105419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105428.101562 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -105428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105438.437500 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -105438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105440.742188 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -105440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105443.250000 Penalty: 3365.651611
	Iteration 17Q: 3 clusters Score -105443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105445.125000 Penalty: 3365.651611
	Iteration 18Q: 3 clusters Score -105445.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105446.164062 Penalty: 3365.651611
	Iteration 19F: 3 clusters Score -105446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105447.710938 Penalty: 3365.651611
	Iteration 20F: 3 clusters Score -105447.7 nChanged 0
--- Evaluating fit on full set of 1884401 points ---
Entering Unmasked Estep 
Score: -233258496.000000 Penalty: 111084.835938
25->32 Clusters: Score -233258496.000000, best is -234341376.000000

Main iterations: 0 (time per=infms)
Total iterations: 37054 (time per=378.328388ms)
Iterations metric 2: 1546323623936.000000 (time per=9.065748ns)
Iterations metric 3: 46392236048384.000000 (time per=302.175133ps)

That took 14018.580078 seconds.
